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  1. Home/
  2. Salary/
  3. Unstructured Data Engineer/
  4. St. Louis

Unstructured Data Engineer.

St. Louis.

$137,000

median salary, 10% below the national average

$104,000 to $180,000. Updated for 2026.

Get your playbook

The numbers.

Everything you need to negotiate with confidence.

Unstructured Data Engineer pay in St. Louis ranges from $104,000 to $180,000 in 2026. The median is $137,000, 10% below the national average. St. Every dollar in that range is negotiable if you come prepared.

Salary range

25th Percentile

$104,000

per year

Median

$137,000

per year

75th Percentile

$180,000

per year

Tap to place your salary

$104,000$180,000

How St. Louis compares

St. Louis, MO

$137,000

Cost of living: 10% below average

National Average

$152,000

St. Louis is $15,000 below

What you should know

Before you negotiate a Unstructured Data Engineer offer in St. Louis, understand the terrain. St. Louis offers one of the most affordable major metro areas in the country, with a strong base in healthcare, financial services, and manufacturing. The region's anchor employers include Boeing, Centene, and Washington University's medical campus. A growing biotech and plant sciences corridor centered on the Cortex Innovation District is attracting new investment and talent. Unstructured data engineers specialize in processing text, images, audio, and video at scale for AI applications. Salary is driven by the diversity of data types handled and the scale of processing pipelines. Engineers with experience in document parsing, OCR systems, and multimedia processing for LLM training earn 10 to 20% premiums over structured data specialists.

Junior unstructured data engineers earn $115,000 to $135,000. Engineers with 3 to 5 years of multimedia data pipeline experience reach $152,000 to $200,000. Senior engineers and platform leads earn $205,000 to $270,000, while staff engineers and directors of data processing infrastructure can command $280,000 to $360,000. In St. Louis, 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. Tech companies offer equity of 15 to 25% of base salary with standard vesting schedules. Annual bonuses range from 10 to 15%. Some firms provide compute credits and tool budgets of $5,000 to $15,000 for experimenting with new unstructured data processing technologies. And on the tax side: missouri's top income tax rate is about 4.8%, and St. Louis City adds a 1% earnings tax. The low base cost of living means your after tax salary still stretches further than in most metros. When someone quotes you $137,000, ask what the total package looks like. The gap between base and total comp is where real money hides.

On negotiation: Emphasize your willingness to work in person at Cortex or the BJC campus. St. Louis employers offer higher packages for candidates who commit to the local innovation hubs. The range for Unstructured Data Engineers in St. Louis runs from $104,000 to $180,000. 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 St. Louis

HealthcareDefense & AerospaceFinancial ServicesPlant Sciences & BiotechManufacturing

Negotiating in St. Louis

Emphasize your willingness to work in person at Cortex or the BJC campus. St. Louis employers offer higher packages for candidates who commit to the local innovation hubs.

Common questions.

LLM training requires massive volumes of processed text, code, and multimedia data, driving demand for unstructured data engineers up by 30 to 45% since 2024. Engineers who can build scalable web crawling, document parsing, and data cleaning pipelines are especially valuable to AI companies.

Experience with Apache Tika, Tesseract OCR, ffmpeg for multimedia, and custom NLP preprocessing pipelines commands the highest pay. Engineers who combine these tools with distributed computing frameworks like Spark or Ray for processing at petabyte scale earn top-of-range salaries.

The national median for a Unstructured Data Engineer is $152,222. In St. Louis, cost of living adjustments push the median to $137,000. That discount reflects St. Louis's lower housing, transportation, and everyday costs.

Hiring for Unstructured Data Engineers in St. Louis typically peaks in January through March and September through November. Companies finalize budgets in Q4 and open headcount in Q1. St. Louis's concentration of Healthcare and Defense & Aerospace employers creates steady year round demand. Time your search to align with budget cycles for maximum leverage.

Unstructured Data Engineer compensation in St. Louis has trended upward as demand outpaces supply. The 2026 range of $104,000 to $180,000 reflects a market that rewards specialization. Unstructured data engineers specialize in processing text, images, audio, and video at scale for AI applications.

St. Louis's cost of living is near the national average. St. Calculate your actual take home pay after housing, taxes, and transportation before deciding. A $137,000 salary here buys a different lifestyle than the same number in another market.

In St. Louis, large enterprises typically pay Unstructured Data Engineers 10 to 20% more in base salary than small companies, but startups often compensate with equity that can exceed base salary value. Tech companies offer equity of 15 to 25% of base salary with standard vesting schedules. The $104,000 to $180,000 range reflects this entire spectrum.

Unstructured Data Engineer salary in other cities

Houston$147,000
Indianapolis$138,000
Kansas City$141,000
Los Angeles$179,000
Miami$170,000
Minneapolis$160,000

Other salaries in St. Louis

Knowledge Graph Engineer$153,000
LLM Engineer$171,000
LLM Fine-Tuning Engineer$167,000
Licensed Practical Nurse$46,000

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