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  1. Home/
  2. Salaries/
  3. Vector Search Engineer/
  4. Baltimore

Vector Search Engineer.

Baltimore.

$153,000

median salary, 3% above the national average

$119,000 to $192,000. Last updated April 2026.

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Data points to own the conversation.

The median Vector Search Engineer salary in Baltimore is $153,000, 3% above the national average. Entry level starts near $119,000. Experienced professionals push past $192,000. Baltimore's economy is anchored by Johns Hopkins University and Hospital, one of the largest employers in the state. That spread is your negotiation window.

Salary range

25th Percentile

$119,000

per year

Median

$153,000

per year

75th Percentile

$192,000

per year

Where do you fall?

$119,000$192,000

Salary by experience

The gap between entry and lead level is typically $138,000. Where you land depends on years of experience and what you bring to the table.

Entry (0-2 yrs)

$99,000

to $122,000

Mid (3-5 yrs)

$130,000

to $161,000

Senior (6-9 yrs)

$168,000

to $199,000

Lead (10+ yrs)

$191,000

to $237,000

Salary trend

+7% YoY
$117,000
2022
$125,000
2023
$134,000
2024
$143,000
2025
$153,000
2026

Total compensation

Base salary is not the full picture. Equity, bonus, and signing can add $42,000 to the total package.

Base

$153,000

Equity

$24,000

Bonus

$15,000

Signing

$3,000

Estimated total: $195,000

How Baltimore compares

Baltimore, MD

$153,000

Cost of living: 8% above average

National Average

$148,000

Baltimore is $5,000 above

Vector Search Engineer salary by city

Vector Search Engineer salary comparison across 10 cities
CityMedianRangeCOLAdjusted
San Francisco, CA$208,000$161,000 – $260,0001.35x$154,000
San Jose, CA$202,000$157,000 – $253,0001.38x$146,000
Honolulu, HI$190,000$148,000 – $238,0001.30x$146,000
New York, NY$189,000$147,000 – $237,0001.28x$148,000
Seattle, WA$187,000$145,000 – $234,0001.24x$151,000
Boston, MA$181,000$140,000 – $226,0001.22x$148,000
San Diego, CA$180,000$140,000 – $225,0001.17x$154,000
Washington DC, DC$179,000$139,000 – $224,0001.25x$143,000
Newark, NJ$176,000$137,000 – $220,0001.18x$149,000
Baltimore, MD$153,000$119,000 – $192,0001.08x$142,000

See all 83 cities for Vector Search Engineer →

Salary by role in Baltimore

Salary comparison by role in Baltimore
RoleMedianRange
Distinguished Engineer$349,000$265,000 – $445,000
Chief AI Officer$345,000$256,000 – $445,000
Chief Data & AI Officer$328,000$245,000 – $428,000
Vector Search Engineer$153,000$119,000 – $192,000
AI Supply Chain Analyst$153,000$115,000 – $202,000
AI Analytics Engineer$153,000$117,000 – $200,000
AI Incident Response Analyst$153,000$114,000 – $202,000
AI EdTech Specialist$153,000$115,000 – $202,000

What you should know

Before you negotiate a Vector Search Engineer offer in Baltimore, understand the terrain. 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 is driven by expertise in approximate nearest neighbor algorithms, vector index optimization, and database internals. Engineers who can scale vector search to billions of embeddings with sub-millisecond latency command premiums. Knowledge of quantization techniques and distributed search architectures is particularly valuable.

Junior vector search engineers start at $100,000 to $120,000. Mid-level engineers optimizing production vector indices reach $140,000 to $165,000. Senior engineers designing distributed vector search infrastructure earn $175,000 to $215,000. Principal engineers at vector database companies or major cloud providers can exceed $280,000 in total comp. 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. Equity at vector database startups can be significant given the sector's rapid growth. Bonuses of 10% to 15% are standard. Open source contributions to vector search projects can enhance both compensation and career trajectory through visibility in the community. 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 $153,000, 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 Vector Search Engineers in Baltimore runs from $119,000 to $192,000. 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 Vector Search Engineer offer to see where you stand in Baltimore.

$

25th

$119,000

Median

$153,000

75th

$192,000

Considering a related role?

  • A Software Engineer in Baltimore earns $152,000 (1% less)
  • The highest-paying role in Baltimore is Distinguished Engineer at $349,000

Common questions.

Vector search engineers specialize in high-dimensional similarity search, working with embeddings, ANN algorithms (HNSW, IVF, PQ), and GPU-accelerated indexing. Traditional database engineers focus on relational or document storage with exact query matching. The skill sets overlap in distributed systems and query optimization, but vector search requires specific knowledge of geometric data structures.

Vector search is a foundational infrastructure layer for AI applications, not a passing trend. Every RAG system, recommendation engine, and semantic search product depends on efficient vector retrieval. The technology is becoming as standard as relational databases, and demand for engineers who can build and optimize these systems will persist.

The national median for a Vector Search Engineer is $141,667. In Baltimore, cost of living adjustments push the median to $153,000. That premium reflects Baltimore's higher housing, transportation, and everyday costs.

Lead with data: Vector Search Engineers in Baltimore earn $119,000 to $192,000, so anchoring your ask near $192,000 gives room to land at the median. 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. Never accept the first number without a conversation.

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 comparing offers across states, your take home pay matters more than the number on the offer letter. A lower salary in a no income tax state can net more than a higher one elsewhere.

Vector Search Engineer salary in other cities

Boston$181,000
Birmingham$129,000
Boise$141,000
Billings$126,000
Burlington$155,000
Baton Rouge$130,000

Other salaries in Baltimore

Accountant$79,000
Applied AI Researcher$204,000
Agentic Orchestrator$214,000
Autonomous Systems Engineer$213,000

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Cite this data

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

"Vector Search Engineer Salary in Baltimore, MD." Orbyt Salary Explorer, April 2026. https://www.orbytjobs.ai/salaries/vector-search-engineer/baltimore

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