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  1. Home/
  2. Salary/
  3. Predictive Modeling Specialist/
  4. Chicago

Predictive Modeling Specialist.

Chicago.

$155,000

median salary, 7% above the national average

$118,000 to $205,000. Updated for 2026.

Get your playbook

The numbers.

Everything you need to negotiate with confidence.

If you are evaluating a Predictive Modeling Specialist offer in Chicago, IL, here is the reality: $118,000 to $205,000, with $155,000 as the midpoint. 7% above the national average. Predictive modeling specialists earn salaries driven by the business value of their models and the complexity of domains they work in. Do not accept the first number.

Salary range

25th Percentile

$118,000

per year

Median

$155,000

per year

75th Percentile

$205,000

per year

Tap to place your salary

$118,000$205,000

How Chicago compares

Chicago, IL

$155,000

Cost of living: 7% above average

National Average

$145,000

Chicago is $10,000 above

What you should know

Here is what the Predictive Modeling Specialist market actually looks like in Chicago. Chicago's economy is anchored by finance, manufacturing, and a rapidly expanding tech sector. The city has become a major hub for fintech, enterprise SaaS, and e-commerce. With lower living costs than coastal cities and a deep talent pool from top universities, Chicago offers strong salary to cost of living ratios for professionals across industries. Predictive modeling specialists earn salaries driven by the business value of their models and the complexity of domains they work in. Insurance, credit risk, and demand forecasting roles pay the highest premiums. Specialists who can quantify the ROI of their models in dollar terms negotiate 10 to 20% above standard offers.

Junior predictive modelers earn $110,000 to $130,000. Mid-level specialists with domain expertise reach $145,000 to $192,000. Senior modelers and lead scientists earn $200,000 to $260,000, while chief analytics officers and VP-level roles can command $280,000 to $380,000. In Chicago, cost of living sits near the national average, so the numbers you see are roughly what you keep.

Base salary is not the full picture. Financial services firms offer bonuses of 20 to 35% tied to model performance and business impact. Tech companies substitute equity worth 15 to 25% of base salary. Some insurers and lenders offer model performance bonuses based on predictive accuracy improvements. And on the tax side: illinois has a flat 4.95% state income tax. Chicago does not levy a separate city income tax, making the overall burden moderate compared to coastal metros. When someone quotes you $155,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Reference the Bay Area or NYC salary band for your role, then negotiate a modest discount. Chicago employers routinely offer 85 to 90% of coastal pay. The range for Predictive Modeling Specialists in Chicago runs from $118,000 to $205,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

Top industries in Chicago

Financial ServicesManufacturingTechnologyHealthcareTransportation & Logistics

Negotiating in Chicago

Reference the Bay Area or NYC salary band for your role, then negotiate a modest discount. Chicago employers routinely offer 85 to 90% of coastal pay.

Common questions.

Quantitative finance and insurance actuarial modeling pay the highest, with total compensation often reaching $250,000 to $400,000 for senior specialists. Healthcare predictive modeling and retail demand forecasting follow, while nonprofit and government sectors pay 30 to 40% below industry averages.

Yes, specialists who combine classical statistics with modern ML earn premiums in regulated industries where model interpretability is required. Expertise in both logistic regression and gradient boosting methods commands 8 to 12% higher pay than ML-only or statistics-only backgrounds.

In 2026, the average Predictive Modeling Specialist salary in Chicago, IL is $155,000. The 25th percentile sits at $118,000 and the 75th percentile reaches $205,000. Where you land depends on your experience, the company's size, and the specific skills you bring.

In Chicago, large enterprises typically pay Predictive Modeling Specialists 10 to 20% more in base salary than small companies, but startups often compensate with equity that can exceed base salary value. Financial services firms offer bonuses of 20 to 35% tied to model performance and business impact. The $118,000 to $205,000 range reflects this entire spectrum.

Financial services firms offer bonuses of 20 to 35% tied to model performance and business impact. Tech companies substitute equity worth 15 to 25% of base salary. Some insurers and lenders offer model performance bonuses based on predictive accuracy improvements. In Chicago's market, the base range of $118,000 to $205,000 is just the starting point for negotiation.

Predictive modeling specialists earn salaries driven by the business value of their models and the complexity of domains they work in. Insurance, credit risk, and demand forecasting roles pay the highest premiums. Specialists who can quantify the ROI of their models in dollar terms negotiate 10 to 20% above standard offers. In Chicago, these factors can push compensation from the 25th percentile of $118,000 to the 75th percentile of $205,000 or beyond.

Predictive Modeling Specialist salary in other cities

Kansas City$135,000
Los Angeles$171,000
Miami$162,000
Minneapolis$152,000
New York$186,000
Nashville$145,000

Other salaries in Chicago

Account Executive$102,000
Accountant$77,000
AI Engineer$187,000
AI Product Manager$182,000

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