Contract-to-Hire Data Analysts and Engineers for Credit Funds and Insurers

Put your first data hire to work on contract, watch what they ship, and convert with no KORE1 fee after 1,040 hours.

Mid data engineer$98 to $122 an hour
Conversion feeNone after 1,040 hours
Placements converted37.5%

Rates by seat and metro are further down this page, no form needed.

Chief operating officer at an insurance carrier in a plum blazer holds a large sheet of hand-drawn boxes while a seated contract data engineer traces the boxes with a marker, an orange mug on the table

The hour a conversion stops carrying a KORE1 fee.

KORE1 places the first data engineer or data analyst at a credit fund or insurance carrier on contract-to-hire. The hire works as a KORE1 W2 contractor, and you can convert at no fee after 1,040 hours.

Last updated: November 3, 2026

Picture a carrier, or a mid-size credit fund, where nobody’s whole job is data. An actuary builds the reserving extract at night. The controller keeps the portfolio file. Everyone agrees the firm needs a data person. Nobody agrees on which one. Fair question, too.

Contract-to-hire lets you settle that with real work instead of a guess, and it runs through our contract-to-hire staffing practice and the financial services IT staffing desk, which also covers insurance IT staffing for carriers.

Across 552 KORE1 contract-to-hire placements, 207 have converted to direct hire. That’s 37.5%. A mid-level data engineer bills a $110 national median (KORE1 Contract Rate Index 2026-Q4). Already know exactly who you’d hire? Skip the trial.

Watch: Contract-to-Hire for a First Data Hire, in 3 Minutes

Contract-to-Hire Data Analyst or Engineer: What It Costs video - KORE1

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Everyone at the fund agrees you need a data person. Nobody agrees on which one. An actuary builds the reserving extract at night. The controller keeps the portfolio file. Sound familiar? Contract-to-hire lets you settle that with real work instead of a guess. Across five hundred fifty-two KORE1 contract-to-hire placements, two hundred seven have converted to direct hire. That’s thirty-seven and a half percent. Roughly three of every eight.

You pick the seat. We recruit it. The person starts as a W two employee of KORE1, so we run payroll every Friday, along with the taxes, the insurance and the paperwork. You run the work, same as you would for anyone else on your team. Then the hours add up. At ten forty, which is twenty-six weeks at forty hours, you can move that person onto your own payroll. No fee. The harder question is which seat. Start with a data engineer when the numbers live in administrator files, servicer tapes, policy admin extracts and somebody’s workbook, and every report begins with a copy and paste. Start with an analyst when the extracts already hold up and what’s missing is answers. Not sure? Tell us where your last three reports came from. That usually settles it.

These are bill rates. What you pay through a staffing firm, at forty hours a week, from KORE1’s Contract Rate Index for the fourth quarter of twenty twenty-six. A mid-level data engineer bills a hundred and ten dollars an hour at the national median. Boston runs a hundred twenty-four. Chicago, a hundred fifteen. And New York models at a hundred and four, below the national figure. Six months of that engineer models at about a hundred fourteen thousand five hundred dollars. The analyst seat comes in around ninety-nine thousand two hundred, at a ninety-five dollar median. Not a typo on New York, by the way. A bigger market doesn’t always price higher. Our own analyst placements ran above the national model, too. Half of those eleven placements billed a hundred and fifteen dollars or more. But it’s a small sample, mostly Southern California, so don’t read it as a national rate.

Read the meter four times. By week four, the sources are written down. By week thirteen, one thing runs without them. By week twenty-two, someone else could take over. At week twenty-six, you decide. For an engineer, week thirteen means one pipeline live end to end, tied to the general ledger, and still running on a day they’re out. For an analyst, it’s a recurring deliverable that lands on time with no rework from your side, like the monthly portfolio or claims view. And by hour eight eighty, either seat should have lived through one quarter-end with you. That’s the stretch where a weak hire tends to show. A strong one shows too.

So why not wait for a permanent search? Because some data work already has money behind it. A carrier moving off an old policy admin system. A fund whose largest LP now wants loan-level reporting. The project budget got approved. Headcount often didn’t. Contract-to-hire fills that gap. A KORE1 contractor starts a median of three days after the offer’s accepted, across nineteen hundred ninety-seven starts in all roles. Ask what breaks if the project slips a quarter. Usually something expensive. A cutover date doesn’t move for a hiring plan.

Same person, two routes. Contract-to-hire bills hourly and converts with no fee. Direct hire is a one-time twenty percent of first-year base, with a sixty-day replacement guarantee. Contract seats carry no guarantee. On a hundred fifty thousand dollar base, that direct-hire fee is thirty thousand dollars, paid once you’ve already decided. If you’ve hired data people before and you know what good looks like in your own stack, direct hire’s the simpler route. A first seat nobody at the firm has managed is where the trial earns its rate. You might be wondering whether you owe a fee when you hire the contractor after ten forty hours. You don’t. Plan the offer before the hour arrives, so the person isn’t left guessing in week twenty-five. And is there a separate conversion rate for data seats? No. That thirty-seven and a half percent covers every role KORE1 places, and we won’t invent one. If the project can’t wait and nobody’s ever held the seat, put the work on contract and let six months of evidence make the call. Send us the role, level, metro and start date, and a KORE1 recruiter will price it. The full rate table is on KORE1.com.

Contract data analyst in a mustard cardigan marks one cell on a printed grid with a pencil while a contract data engineer in a navy quarter-zip leans in from behind a laptop, an orange notebook on the table

How Does Contract-to-Hire Work for a First Data Hire?

You pick the seat. We recruit it. The person starts as a KORE1 W2 employee, so we run payroll every Friday along with the taxes, the insurance and the paperwork, and you run the work the same way you would for anyone else on your team.

Then the hours add up. At 1,040, which is 26 weeks at 40 hours, you can move the person onto your own payroll. No fee.

“If this person completes 1,040 hours, then they are eligible to convert over to full time with that particular company at no additional charge from KORE1.”

Devin Hornick, Partner at KORE1, October 16, 2026

The harder question comes first. Which seat?

  • Start with a data engineer when

    the numbers live in administrator files, servicer tapes, policy admin extracts and somebody’s workbook, and every report begins with a copy and paste. See data engineer staffing.

  • Start with a data analyst when

    the extracts already hold up and what’s missing is answers, like a portfolio monitoring view, a claims and loss summary or the board pack. See data analyst staffing.

Not sure? Tell us where your last three reports came from. That usually settles it. A fund weighing its first engineer specifically will find more in what 1,040 hours should prove for a first data engineer.

What Does a Contract-to-Hire Data Engineer or Analyst Cost per Hour?

These are bill rates, what you pay through a staffing firm, at 40 hours a week. Six months means 26 weeks, the same 1,040 hours that open a free conversion.

Data seats by level and metro Contract Rate Index 2026-Q4, effective October 16, 2026
Bill rates and 6-month cost for contract data engineers and data analysts nationally, in New York, Boston and Chicago, and from KORE1 placements, KORE1 Contract Rate Index 2026-Q4
Seat2LevelMarketBill range per hour1Median per hour6 months
U.S. national, modeled
Data engineerMidU.S. national$98 to $122$110$114,500
Data analystMidU.S. national$82 to $111$95$99,200
By metro, modeled
Data engineerMidNew York$89 to $122$104$108,500
Data engineerMidBoston$114 to $129$124$129,300
Data engineerMidChicago$106 to $123$115$119,100
Data analystMidNew York$94 to $123$108$112,200
KORE1 placements, observed3
Data analystAll levelsKORE1 placements$69 to $116$115$119,600
  • 1Bill range is the 25th to 75th percentile. It includes payroll taxes, workers’ compensation, insurance and a modeled 24% employer burden.
  • 2Modeled rows use BLS OEWS May 2025 wages mapped to SOC 15-1243 (data engineer) and SOC 15-2051, the nearest code for data analysts.
  • 3The last row is observed, 11 KORE1 placements with 2023 to 2026 starts, all levels together and mostly in Southern California.

Six months of a mid-level data engineer models at about $114,500 nationally and the analyst seat at about $99,200, which is roughly the gap you’d expect between the person who builds the pipes and the person who reads what comes out of them. Metro moves it more. Boston’s engineer median is $124 and Chicago’s is $115, while New York models at $104, below the national figure. Not a typo. A bigger market doesn’t always price higher.

Our own analyst placements ran higher than the national model. By about $20. Half of those 11 billed $115 or more, though one small, mostly California sample isn’t a national rate. Other roles and cities are in the KORE1 Contract Rate Index by role and metro, and the math is on how the contract rate index is built.

Get a bill rate quote for a contract-to-hire data hire

Send the role, level, metro and start date, and say in the notes that you plan to convert. A KORE1 recruiter prices it from this index.

What Should the Hire Prove Before 1,040 Hours?

Read the meter four times. Each reading assumes 40 hours a week, and each one has a different test for an engineer than for an analyst.

  1. Week 4

    The sources are written down

    Data engineer

    A list of every feed the firm runs on, from administrator files to policy admin extracts, with an owner and a refresh date beside each one.

    Data analyst

    One report you already produce, rebuilt from source, matching last quarter, with every break noted.

  2. Week 13

    One thing runs without them

    Data engineer

    One pipeline live end to end, tied to the general ledger or the administrator’s statement, and still running on a day they’re out.

    Data analyst

    A recurring deliverable that lands on time with no rework from your side, such as the monthly portfolio or claims view.

  3. Week 22

    Someone else could take over

    Data engineer

    Runbooks good enough that another engineer could fix a failed load from the documents alone.

    Data analyst

    Written definitions, so finance and the actuarial or credit team read each number the same way.

  4. Week 26

    You decide

    Either seat

    Convert with no KORE1 fee, keep them on contract, or let the contract end. Your call either way.

By hour 880 either seat should also have lived through one quarter-end with you, the close, the reporting that follows it and the questions that come back, because that’s the stretch where a weak hire tends to show. A strong one shows too.

Contract data engineer in a green shirt lifts the lid of an archive box in an insurance carrier records room while a finance manager holding a clipboard looks on, orange folders among the files

Funded Data Work You Can’t Push Into 2027

So why not wait for a permanent search? Because some data work already has money behind it. A carrier moving off an old policy admin system. A fund whose largest LP now wants loan-level reporting. A servicer change with a cutover date. The project budget got approved. Headcount often didn’t.

Contract-to-hire fills that gap. The seat bills against the project, the work starts, and a KORE1 contractor starts a median of 3 days after the offer is accepted, across 1,997 starts in all roles. If the person turns out to be the hire, the headcount talk happens later, with six months of evidence on the table.

Ask what breaks if the project slips a quarter. Usually something expensive. A cutover date doesn’t move for a hiring plan. When the answer is something that can’t wait, an open req is the risky option, not the careful one.

For a whole team rather than one seat, see a contract data team for an insurance block migration or private credit data contractor staffing. If the funded work is a late LP pack, contract analysts for LP reporting can catch up the open quarters.

37.5%

KORE1 contract-to-hire placements converted, 207 of 552

1,040

Hours before a conversion carries no KORE1 fee

3 days

Median from accepted offer to first day

$114,500

Six months of a mid-level data engineer at the national median

Conversion and start figures are KORE1’s job-activity report across all roles, 552 contract-to-hire placements and 1,997 starts from 2019 to 2026. The cost is a modeled cell of the KORE1 Contract Rate Index 2026-Q4.

Contract-to-Hire or Direct Hire for a First Data Seat?

Same person, two routes. Here’s what each one costs you and what each one promises.

  • Contract-to-hire

    The hire bills hourly as a KORE1 W2 contractor, and converting after 1,040 hours costs no KORE1 fee.

  • Paid on Fridays

    Your contractor shows up on time, and KORE1 pays them weekly. You run the work day to day.

  • Direct hire

    A one-time fee of 20% of first-year base salary, with a 60-day replacement guarantee.

  • No guarantee on contract

    Contract seats have no replacement guarantee. The 60 days covers direct hire only.

Neither is wrong. On a $150,000 base, the direct-hire fee is $30,000, paid once you’ve already decided. Contract-to-hire spends that decision time on billed work instead. The contract-to-hire vs direct hire cost comparison runs the same math at other salaries. If the role is well defined, you’ve hired data people before and you already know what good looks like in your own stack, direct hire staffing is the simpler route and you’ll spend less time managing a contract. A first seat that nobody at the firm has managed is where the trial earns its rate.

How often trials end in an offer, and why some don’t, is covered in contract-to-hire conversion rates. Before day one, set the scope with the data contractor scope template and the logins with contractor access to borrower and policyholder data.

How the Rates Are Built

Two kinds of cell. Each one labeled. Six of the seven on this page are modeled, and one is observed.

  • VersionKORE1 Contract Rate Index 2026-Q4, as of October 2026, effective October 16. Refreshed quarterly, next in January 2027.
  • Observed210 KORE1 W2 contract placements with 2023 to 2026 starts, which fill 15 observed cells. A cell needs five placements or more.
  • ModeledBLS OEWS May 2025 wages, a 24% employer burden and the bill-to-cost range KORE1 sees on its own placements.
  • Left outPayrolling, direct hire, offshore and corp-to-corp work, plus deals outside the normal range. Contractor pay isn’t published.
  • SourcesBLS OEWS May 2025 release, BLS metro and national tables, and the O*NET occupation profiles for SOC 15-1243 and SOC 15-2051.

Cite this page

KORE1. KORE1 Contract Rate Index, version 2026-Q4 (effective October 16, 2026). https://www.kore1.com/contract-to-hire-data-hires-finance/

Written by

Khurram Tehseen, FSA

Founder and Principal, Operating Alpha

Khurram builds data and AI functions for private credit and insurance firms, 20 years in, five times from zero inside regulated firms. He is a Fellow of the Society of Actuaries. LinkedIn

Common Questions

What does a contract-to-hire data engineer cost per hour?

A mid-level data engineer on contract-to-hire runs $98 to $122 an hour nationally at a $110 median, about $57,200 for three months or $114,500 for six at 40 hours a week (KORE1 Contract Rate Index 2026-Q4, modeled). Payroll taxes, insurance and a modeled 24% employer burden sit inside that rate. Nothing is added on top. Boston models higher, at a $124 median.

What does a contract data analyst cost in New York?

$94 to $123 an hour for a mid-level data analyst, median $108, which is about $56,100 for three months and $112,200 for six (KORE1 Contract Rate Index 2026-Q4, modeled). Nationally the same seat models at a $95 median. New York runs higher here.

Do we owe a fee if we hire the data contractor after 1,040 hours?

No. Once a KORE1 contractor completes 1,040 hours, about 26 weeks at 40 hours, you can move them to your payroll with no conversion fee from KORE1. Plan the offer before the hour arrives, so the person isn’t left guessing in week 25.

How often do contract-to-hire data hires convert?

Of 552 KORE1 contract-to-hire placements, 207 converted to direct hire, which is 37.5%. Roughly three of every eight. That count covers every role KORE1 places, from help desk technicians to controllers, so there isn’t a separate published conversion rate for data seats and we won’t invent one for you. Whether a given hire converts is your decision, made after you’ve seen the work.

Does KORE1 guarantee a contract-to-hire data hire?

Not on contract. Contract and contract-to-hire seats carry no replacement guarantee, and you manage the person day to day. Direct hire works differently, at 20% of first-year base salary with a 60-day replacement guarantee. Plan for that.

Price Your First Data Seat

Send the role, level, metro and start date, and tell us you plan to convert. A KORE1 recruiter prices it from this index.

Get a Bill Rate Quote

Or download the 2026 contract rate card, run your own numbers in the contract staffing cost calculator, or talk to a KORE1 recruiter first.