[
    {
        "employee_id": "120565",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20025",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-05-19",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120563",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20026",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-05-19",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120562",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20027",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-05-19",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120564",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20028",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-05-26",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120567",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20029",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-06-05",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120568",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20030",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-06-05",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120569",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20031",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-06-06",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120570",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20032",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-06-11",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120609",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20033",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-08-01",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120595",
        "client_code": "BBS25061",
        "client_name": "Backyard Breaks  Sports Card Co",
        "job_code": "BBS20010",
        "job_title": "Data Entry Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-08-02",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120596",
        "client_code": "BBS25061",
        "client_name": "Backyard Breaks  Sports Card Co",
        "job_code": "BBS20011",
        "job_title": "Data Entry Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-08-12",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120597",
        "client_code": "BTC07253",
        "client_name": "Bridgestone - TireConnect",
        "job_code": "BTC00009",
        "job_title": "Technical Support Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-08-17",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120601",
        "client_code": "BBS25061",
        "client_name": "Backyard Breaks  Sports Card Co",
        "job_code": "BBS20012",
        "job_title": "Graphic Designer",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-08-17",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120612",
        "client_code": "BTC07253",
        "client_name": "Bridgestone - TireConnect",
        "job_code": "BTC00010",
        "job_title": "Technical Support Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-08-23",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120619",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20034",
        "job_title": "Design and Engineering Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-08-26",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120622",
        "client_code": "ITC25084",
        "client_name": "Itechra",
        "job_code": "ITC20011",
        "job_title": "Professional Services Engineer",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-09-10",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120628",
        "client_code": "BBS25061",
        "client_name": "Backyard Breaks  Sports Card Co",
        "job_code": "BBS20013",
        "job_title": "AI Data Processing Associate",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-09-17",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120629",
        "client_code": "BBS25061",
        "client_name": "Backyard Breaks  Sports Card Co",
        "job_code": "BBS20014",
        "job_title": "AI Data Processing Associate",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-09-18",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120630",
        "client_code": "BNK24062",
        "client_name": "Brianna's Nutrition Kitchen LLC",
        "job_code": "BNK20002",
        "job_title": "General Virtual Assistant",
        "employment_type": "Part-Time",
        "agreed_hours": 20,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-09-18",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120631",
        "client_code": "PWW25072",
        "client_name": "Platinum Woodworking",
        "job_code": "PWW20004",
        "job_title": "GVA",
        "employment_type": "Part-Time",
        "agreed_hours": 20,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-09-22",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120634",
        "client_code": "SPZ23017",
        "client_name": "Spaze",
        "job_code": "SPZ20003",
        "job_title": "Sales and Operations Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-09-23",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120650",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20035",
        "job_title": "Pre-sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-09-30",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120626",
        "client_code": "BTC07253",
        "client_name": "Bridgestone - TireConnect",
        "job_code": "BTC00011",
        "job_title": "IT Tech Support",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-10-05",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120638",
        "client_code": "SPZ23017",
        "client_name": "Spaze",
        "job_code": "SPZ20004",
        "job_title": "Sales and Operations Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-09",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120640",
        "client_code": "DPS25092",
        "client_name": "Deepseas",
        "job_code": "DPS20013",
        "job_title": "SOC Analyst",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-13",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120641",
        "client_code": "DPS25092",
        "client_name": "Deepseas",
        "job_code": "DPS20014",
        "job_title": "SOC Analyst",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-13",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120625",
        "client_code": "BTC07253",
        "client_name": "Bridgestone - TireConnect",
        "job_code": "BTC00012",
        "job_title": "Technical Customer Support",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/Toronto",
        "date_hired": "2025-10-13",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120659",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20036",
        "job_title": "Post ACtivation Service Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-15",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120645",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20071",
        "job_title": "Customer Service Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-20",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120646",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20072",
        "job_title": "Customer Service Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-20",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120660",
        "client_code": "ANP10065",
        "client_name": "Anchor North Property Services",
        "job_code": "ANP00001",
        "job_title": "Property Services Coordinator",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-10-28",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120668",
        "client_code": "DPS25092",
        "client_name": "Deepseas",
        "job_code": "DPS20015",
        "job_title": "Junior SOC Analyst",
        "employment_type": "Full-Time",
        "agreed_hours": 50,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-12-07",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120680",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20037",
        "job_title": "Pre-Sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-12-08",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120681",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20038",
        "job_title": "Pre-Sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-12-08",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120690",
        "client_code": "GCC12265",
        "client_name": "Go Coaching",
        "job_code": "GCC10006",
        "job_title": "Student Coordinator (Foundations Level)",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2025-12-28",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120693",
        "client_code": "GCC12265",
        "client_name": "Go Coaching",
        "job_code": "GCC10007",
        "job_title": "Community Success Assistant",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-01-19",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120697",
        "client_code": "BYD24036",
        "client_name": "Beyond Med",
        "job_code": "BYD20008",
        "job_title": "Bookkeeper",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-01-21",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120695",
        "client_code": "GCC12265",
        "client_name": "Go Coaching",
        "job_code": "GCC10008",
        "job_title": "Automation and Systems Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-01-26",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120718",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20039",
        "job_title": "Pre-Sale Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-02-12",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120734",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20040",
        "job_title": "Procurement Coordinator",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-02",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120741",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20041",
        "job_title": "Procurment Coordinator",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-04",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120726",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20073",
        "job_title": "Bookkeeper",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-08",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120742",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20042",
        "job_title": "Technical Underwriter/Site Eligibility Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-11",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120730",
        "client_code": "CSP25071",
        "client_name": "Coast Spas",
        "job_code": "CSP20004",
        "job_title": "Business Development Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-11",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120733",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20043",
        "job_title": "Sales Organization Support",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-16",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120743",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20044",
        "job_title": "Service & Monitoring Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-16",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120754",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20045",
        "job_title": "Pre-Sales Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-03-30",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120755",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20046",
        "job_title": "Pre-Sales Team",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-04-06",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120774",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20047",
        "job_title": "Pre-Sales Team",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-04-27",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120775",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20048",
        "job_title": "Pre-Sales Team",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-04-27",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120773",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20049",
        "job_title": "Sales Organization Support",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-04-28",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120768",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20074",
        "job_title": "Customer Service Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": "America/New_York",
        "date_hired": "2026-05-02",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120769",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20075",
        "job_title": "Customer Service Representative",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-05-04",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120779",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20050",
        "job_title": "Pre-Sales Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-05-04",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120780",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20051",
        "job_title": "Pre-Sales Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-05-04",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120781",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20052",
        "job_title": "Pre-Sales Design Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-05-04",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120785",
        "client_code": "FDI05196",
        "client_name": "Fandiem Inc.",
        "job_code": "FDI00002",
        "job_title": "Research and Outreach Specialist",
        "employment_type": "Part-Time",
        "agreed_hours": 20,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-05-18",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120799",
        "client_code": "EPS24029",
        "client_name": "Empwr Solar",
        "job_code": "EPS20053",
        "job_title": "Research Specialist",
        "employment_type": "Full-Time",
        "agreed_hours": 40,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-06-15",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120797",
        "client_code": "BLV06296",
        "client_name": "BLVD Ventures",
        "job_code": "BLV00001",
        "job_title": "Property Manager",
        "employment_type": "Part-Time",
        "agreed_hours": 20,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-06-28",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120820",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20076",
        "job_title": "Customer Service Representative",
        "employment_type": "Part-Time",
        "agreed_hours": 25,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-08-24",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    },
    {
        "employee_id": "120823",
        "client_code": "SCI22001",
        "client_name": "Scootaround Inc",
        "job_code": "SCI20077",
        "job_title": "Customer Service Representative",
        "employment_type": "Part-Time",
        "agreed_hours": 25,
        "agreed_hours_frequency": "Weekly",
        "timezone": null,
        "date_hired": "2026-08-24",
        "_source": "employees.client_code already set (no free-text match needed); job_title from employees.role; agreed_hours from Payroll_2026.xlsx 'HRIS Active - September' Hrs column (authoritative -- differed from employees.agreed_hours for 2 of 61, payroll used); employment_type inferred (agreed_hours >= 40 -> Full-Time), not sourced from real data; timezone left null where not already set on the employee record -- no reliable per-client pattern found (same client shows multiple different timezones across its own roster)"
    }
]