Can a MLOps Engineer afford to live in Baltimore?

Excellent57% of take-home left to save — you can save aggressively here.
Median salary (gross)
MLOps Engineer · Baltimore
$122,950
Income tax (~30% effective)
United States
– $37,493
Take-home pay
$7,121/mo
$85,457
Living costs (1 person)
$3,080/mo · derived
– $36,960
Savings potential
$4,041/mo · 57% of take-home
$48,497

Single professional, after-tax. Salary − tax − living costs = what you could save each year.

Full salary breakdown →Is this a good salary in Baltimore? →Compare Baltimore with another city →

How we calculated this

• Salary: BLS OEWS 2025 metro-area survey median for MLOps Engineer, adjusted for Baltimore.

• Tax: United States single-filer effective rate (~30%). Official calculator.

• Living costs: derived from cost-of-living index for a single professional.

Planning estimates, not financial or tax advice. Updated 2026. Your situation will differ.