Unstructured Data Engineer.
Baltimore.
$171,000
median salary, 13% above the national average
$129,000 to $225,000. Last updated April 2026.
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Data points to own the conversation.
A Unstructured Data Engineer in Baltimore earns a median of $171,000 in 2026. That is 13% above the national average. The range runs from $129,000 to $225,000, and where you land depends on your experience, your skills, and how well you negotiate. Unstructured data engineers specialize in processing text, images, audio, and video at scale for AI applications.
Salary range
Where do you fall?
Salary by experience
The gap between entry and lead level is typically $154,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$111,000
to $137,000
Mid (3-5 yrs)
$145,000
to $180,000
Senior (6-9 yrs)
$188,000
to $222,000
Lead (10+ yrs)
$214,000
to $265,000
Salary trend
+4% YoYTotal compensation
Base salary is not the full picture. Equity, bonus, and signing can add $35,000 to the total package.
Base
$171,000
Equity
$19,000
Bonus
$13,000
Signing
$3,000
Estimated total: $206,000
How Baltimore compares
Baltimore, MD
$171,000
Cost of living: 8% above average
National Average
$152,000
Baltimore is $19,000 above
Unstructured Data Engineer salary by city
Salary by role in Baltimore
What you should know
The Unstructured Data Engineer landscape in Baltimore is not what most salary sites will tell you. Baltimore's economy is anchored by Johns Hopkins University and Hospital, one of the largest employers in the state. The city has strong cybersecurity, defense, and biotech sectors, benefiting from proximity to NSA, Fort Meade, and NIH. The port of Baltimore also drives significant logistics and trade employment. 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 Baltimore, 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: maryland's top income tax rate is 5.75%, and Baltimore City adds a local income tax of 3.2%. The combined burden is among the higher ones, but federal and defense salaries compensate. When someone quotes you $171,000, ask what the total package looks like. The gap between base and total comp is where real money hides.
On negotiation: A security clearance is extremely valuable in the Baltimore corridor. Cleared professionals earn 20 to 30% more, and the NSA and defense contractor presence drives constant demand. The range for Unstructured Data Engineers in Baltimore runs from $129,000 to $225,000. 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
Considering a related role?
- A Fintech Product Manager in Baltimore earns $173,000 (1% more)
- The highest-paying role in Baltimore is Chief AI Officer at $345,000
Common questions.
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