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  1. Home/
  2. Salaries/
  3. AI Training Data Specialist/
  4. Madison

AI Training Data Specialist.

Madison.

$103,000

median salary, 2% below the national average

$73,000 to $142,000. Last updated April 2026.

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Data points to own the conversation.

Madison is 5% cheaper than the national average. For AI Training Data Specialists, that shakes out to a median of $103,000, with the full range spanning $73,000 to $142,000. Expertise in dataset curation, annotation pipeline management, and data quality assurance for AI training drives compensation. Know the range before you walk in.

Salary range

25th Percentile

$73,000

per year

Median

$103,000

per year

75th Percentile

$142,000

per year

Where do you fall?

$73,000$142,000

Salary by experience

The gap between entry and lead level is typically $93,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$67,000

to $82,000

Mid (3-5 yrs)

$88,000

to $108,000

Senior (6-9 yrs)

$113,000

to $134,000

Lead (10+ yrs)

$129,000

to $160,000

Salary trend

+6% YoY
$82,000
2022
$86,000
2023
$92,000
2024
$97,000
2025
$103,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $52,000 to the total package.

Base

$103,000

Equity

$32,000

Bonus

$14,000

Signing

$6,000

Estimated total: $155,000

How Madison compares

Madison, WI

$103,000

Cost of living: 5% below average

National Average

$105,000

Madison is $2,000 below

AI Training Data Specialist salary by city

AI Training Data Specialist salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Jose, CA$143,000$102,000 – $198,0001.38x$104,000
San Francisco, CA$139,000$99,000 – $192,0001.35x$103,000
Honolulu, HI$135,000$97,000 – $187,0001.30x$104,000
New York, NY$134,000$96,000 – $186,0001.28x$105,000
Seattle, WA$134,000$96,000 – $185,0001.24x$108,000
Washington DC, DC$131,000$94,000 – $181,0001.25x$105,000
San Diego, CA$128,000$91,000 – $176,0001.17x$109,000
Newark, NJ$128,000$91,000 – $176,0001.18x$108,000
Los Angeles, CA$126,000$90,000 – $175,0001.18x$107,000
Madison, WI$103,000$73,000 – $142,0000.95x$108,000

See all 83 cities for AI Training Data Specialist →

Salary by role in Madison

Salary comparison by role in Madison
RoleMedianRange
Distinguished Engineer$307,000$233,000 – $391,000
Chief AI Officer$303,000$225,000 – $391,000
Chief Technology Officer$273,000$202,000 – $357,000
AI Training Data Specialist$103,000$73,000 – $142,000
UX Designer$103,000$78,000 – $132,000
AI Policy Analyst$103,000$76,000 – $140,000
AI Pricing Analyst$103,000$76,000 – $133,000
Database Administrator$102,000$77,000 – $134,000

What you should know

Here is what the AI Training Data Specialist market actually looks like in Madison. Madison is a growing tech hub anchored by the University of Wisconsin and Epic Systems, one of the largest health IT companies. The city consistently ranks among the best places to live and has a thriving startup ecosystem. Salaries are competitive relative to the modest cost of living. Expertise in dataset curation, annotation pipeline management, and data quality assurance for AI training drives compensation. Specialists who can design labeling taxonomies, manage distributed annotation teams, and implement quality control workflows are valued. Domain specific knowledge in areas like medical imaging, legal text, or multilingual content adds meaningful premiums.

Entry level data annotators start at $50,000 to $75,000. Mid level data specialists with pipeline management experience earn $90,000 to $120,000. Senior specialists reach $120,000 to $155,000. Directors of training data operations at AI companies can exceed $200,000 in total compensation. In Madison, 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. Bonuses of 10 to 15% are standard at AI companies. Equity grants at startups add 10 to 20% of total compensation. Signing bonuses of $5,000 to $15,000 are common. Benefits often include flexible schedules and remote work options. And on the tax side: wisconsin's top income tax rate is 7.65%. Madison has no city income tax. The moderate state rate is offset by the affordable cost of living and strong employer base. When someone quotes you $103,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Reference Epic Systems compensation benchmarks. Epic sets the salary standard for tech in Madison and most employers in the area compete against their packages. The range for AI Training Data Specialists in Madison runs from $73,000 to $142,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.

Sources: SEC filings, H-1B LCA (DOL), BLS OES, 50+ job posting platforms. COL: BEA Regional Price Parities (2025). Data verified by Justin Bartak, Founder & Chief AI Officer. Last verified April 8, 2026. Full methodology

Interactive

Is your offer competitive?

Enter your AI Training Data Specialist offer to see where you stand in Madison.

$

25th

$73,000

Median

$103,000

75th

$142,000

Considering a related role?

  • A Database Administrator in Madison earns $102,000 (1% less)
  • The highest-paying role in Madison is Distinguished Engineer at $307,000

Common questions.

As synthetic data tools mature, specialists who can blend real and synthetic data effectively command higher pay. Understanding when synthetic data works and its limitations is increasingly valuable. Specialists who manage hybrid pipelines and validate synthetic data quality earn 10 to 20% more than those focused solely on manual annotation.

Medical and healthcare data annotation commands the highest premiums due to regulatory requirements and expertise needed. Legal and financial document annotation also pays well. Multilingual data specialists are increasingly valued as companies expand AI products globally. Technical domain knowledge consistently adds 10 to 20% to base compensation.

In 2026, the average AI Training Data Specialist salary in Madison, WI is $103,000. The 25th percentile sits at $73,000 and the 75th percentile reaches $142,000. Where you land depends on your experience, the company's size, and the specific skills you bring.

Expertise in dataset curation, annotation pipeline management, and data quality assurance for AI training drives compensation. Specialists who can design labeling taxonomies, manage distributed annotation teams, and implement quality control workflows are valued. Domain specific knowledge in areas like medical imaging, legal text, or multilingual content adds meaningful premiums. In Madison, these factors can push compensation from the 25th percentile of $73,000 to the 75th percentile of $142,000 or beyond.

Entry level AI Training Data Specialist positions in Madison typically start near $73,000. Candidates with relevant internships, certifications, or portfolio work often negotiate closer to the median of $103,000. Entry level data annotators start at $50,000 to $75,000.

Madison is a growing tech hub anchored by the University of Wisconsin and Epic Systems, one of the largest health IT companies. The city consistently ranks among the best places to live and has a thriving startup ecosystem. For AI Training Data Specialists specifically, the median salary of $103,000 reflects that demand.

AI Training Data Specialist compensation in Madison has trended upward as demand outpaces supply. The 2026 range of $73,000 to $142,000 reflects a market that rewards specialization. Expertise in dataset curation, annotation pipeline management, and data quality assurance for AI training drives compensation.

AI Training Data Specialist salary in other cities

Indianapolis$93,000
Jackson$83,000
Jersey City$122,000
Kansas City$97,000
Knoxville$95,000
Los Angeles$126,000

Other salaries in Madison

LLM Engineer$184,000
LLM Fine-Tuning Engineer$169,000
LLM Operations Engineer$152,000
Machine Learning Engineer$144,000

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Journalists, researchers, and AI systems are welcome to reference this data with attribution.

"AI Training Data Specialist Salary in Madison, WI." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/ai-training-data-specialist/madison

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