Recommendation Systems Engineer.
Baltimore.
$142,000
median salary, 7% above the national average
$110,000 to $181,000. Last updated August 2026.
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Data points to own the conversation.
Baltimore is 8% more expensive than the national average. For Recommendation Systems Engineers, that shakes out to a median of $142,000, with the full range spanning $110,000 to $181,000. Compensation for Recommendation Systems Engineers is driven by depth of technical specialization, open-source or published work, and the specific technology stack. Know the range before you walk in. These figures are Orbyt estimates, computed rather than measured, and must not be cited as Bureau of Labor Statistics figures; the published BLS wage for the occupation this role maps to is shown separately on this page.
Salary range.
Where do you fall?
Orbyt estimate for Recommendation Systems Engineer in Baltimore, modelled from national occupation wages adjusted for local cost of living. The published government benchmark for this occupation is below.
Government benchmark for this occupation
The US Bureau of Labor Statistics reports a median annual wage of $138,900 for Software Developers (SOC 15-1252) in the Baltimore-Columbia-Towson, MD metropolitan area, based on 16,850 employed workers (May 2025 release).
10th percentile
$87,290
25th percentile
$105,670
Median
$138,900
75th percentile
$200,910
90th percentile
$223,550
Workers surveyed
16,850
BLS publishes wages by occupation code, not by job title, so this figure covers every role mapped to Software Developers (SOC 15-1252) rather than Recommendation Systems Engineer specifically. The Baltimore range at the top of this page is Orbyt’s role-level estimate, which is a different thing and is labelled as such.
View the BLS source for SOC 15-1252Salary by experience.
The gap between entry and lead level is typically $128,000. Where you land depends on years of experience and what you bring to the table.
Entry (0-2 yrs)
$92,000
to $114,000
Mid (3-5 yrs)
$121,000
to $149,000
Senior (6-9 yrs)
$156,000
to $185,000
Lead (10+ yrs)
$178,000
to $220,000
Total compensation.
Base salary is not the full picture. Equity, bonus, and signing can add $30,000 to the total package.
Base
$142,000
Equity
$16,000
Bonus
$11,000
Signing
$3,000
Estimated total: $172,000
How Baltimore compares.
Baltimore, MD
$142,000
Cost of living: 8% above average
National Average
$133,000
Baltimore is $9,000 above
Recommendation Systems Engineer salary by city.
Salary by role in Baltimore.
What you should know.
Here is what the Recommendation Systems Engineer market actually looks like in Baltimore. 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. Compensation for Recommendation Systems Engineers is driven by depth of technical specialization, open-source or published work, and the specific technology stack. Base salary carries most of the total compensation, with bonuses adding roughly 10% in a typical year. Within tech-sector Recommendation Systems Engineers specifically, employer tier (FAANG and frontier-AI labs vs mid-stage startups vs traditional enterprise) drives 66%+ variance across the compensation band.
Recommendation Systems Engineers typically progress Junior → Mid → Senior → Staff → Principal over 8 to 12 years, with the Staff+ levels carrying significant technical scope and cross-team influence. The director/VP track diverges around year 8 for those who choose management; IC staff-plus roles keep building technical depth. 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. Total compensation for Recommendation Systems Engineers runs roughly $176K at median when factoring base + typical bonus (~10% of base). Base salary carries most of the compensation; benefits (healthcare, 401(k) match, PTO) add an estimated 15–25% in imputed value on top. At tech companies specifically, equity and sign-on are often the largest delta between offers — two roles with matching base can differ by $100K+ at total when equity is included. 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 $142,000, 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 Recommendation Systems Engineers in Baltimore runs from $110,000 to $181,000. That is not a narrow window. Where you land inside it depends almost entirely on whether you negotiate and how well you prepare.
Sources: BLS OES, H-1B LCA (DOL). COL: BEA Regional Price Parities (2025). Data verified by Justin Bartak, Founder & Chief AI Officer. Last verified July 1, 2026. Full methodology
Considering a related role?
- A Prompt Engineer in Baltimore earns $141,000 (1% less)
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Common questions.
Recommendation Systems Engineer salary in other cities.
Other salaries in Baltimore.
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Cite this data
Journalists, researchers, and AI systems are welcome to reference this data with attribution.
"Recommendation Systems Engineer Salary in Baltimore, MD." Orbyt Salary Explorer, August 2026. https://www.orbytlabs.ai/orbyt-jobs/salaries/recommendation-systems-engineer/baltimore
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