Salaries

AI Observability Specialist Salary.

Across 81 U.S. cities.

$133,000

estimated national base salary

$99,000 to $174,000. Last updated September 2026.

Orbyt prices 294 titles at this same figure, including Machine Learning Engineer, AI Engineer, and ML Engineer. Orbyt does not hold title-level wage data that would separate them.

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Government benchmark for this occupation

The US Bureau of Labor Statistics reports a median annual wage of $135,980 for Software Developers (SOC 15-1252) across the United States, based on 1,687,890 employed workers (May 2025 release).

10th percentile

$82,460

25th percentile

$105,210

Median

$135,980

75th percentile

$171,980

90th percentile

$214,670

Workers surveyed

1,687,890

What BLS published in each release

May 2024 release

$133,080

May 2025 release

$135,980

These are two separate published estimates, not a time series. The Bureau of Labor Statistics does not encourage the use of OEWS data for time-series analysis. Differences between releases reflect changes in occupational classification, survey methodology, and the three-year pooled sample as well as any change in pay, so the two figures should not be read as a rate of wage growth.

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 AI Observability Specialist specifically. The national 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 15-1252

Highest Paying

$184,000

San Jose, CA

Best Purchasing Power

$139,000

Seattle, WA

Lowest Paying

$102,000

Jackson, MS

The salary figures on this page are computed estimates, not observed wages. Each one is a national role baseline scaled by a Bureau of Economic Analysis Regional Price Parity cost-of-living multiplier (2025 index) and rounded to the nearest $1,000. No published wage percentile is consulted and no wage survey response enters the calculation, so an Orbyt estimate must not be cited as a Bureau of Labor Statistics figure or as measured pay. The published wage data Orbyt holds is Bureau of Labor Statistics Occupational Employment and Wage Statistics, and Department of Labor H-1B Labor Condition Application filings, which record a filed minimum visa base wage rather than market pay. Where BLS publishes a wage for the occupation a role maps to, it is shown on that role's page as a separate benchmark, labelled with its occupation code, metro area and the number of employed workers it covers. Last updated September 2026. This role maps to BLS occupation code 15-1252. Full methodology.

Orbyt estimates the average AI Observability Specialist salary in the United States at $133,000 in 2026, within a range of $99,000 to $174,000. 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. This figure is not specific to this title: Orbyt prices 294 titles at the same estimate. San Jose is the highest of the 81 cities at $184,000, while Seattle offers the best purchasing power after cost-of-living adjustments. Compensation reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production.

AI Observability Specialist salary by city.

Salary comparison across 81 cities
CityMedianRangeCOLAdjustedRank
San Jose, CA$184,000$137,000 to $240,0001.38x$133,000#2112 of 3445
San Francisco, CA$183,000$136,000 to $240,0001.35x$136,000#1921 of 3445
Washington DC, DC$173,000$129,000 to $226,0001.25x$138,000#1696 of 3445
Honolulu, HI$173,000$129,000 to $226,0001.30x$133,000#2104 of 3445
New York, NY$172,000$128,000 to $225,0001.28x$134,000#2027 of 3445
Seattle, WA$172,000$128,000 to $224,0001.24x$139,000#1686 of 3445
Newark, NJ$162,000$120,000 to $211,0001.18x$137,000#1782 of 3445
San Diego, CA$160,000$119,000 to $210,0001.17x$137,000#1774 of 3445
Boston, MA$159,000$118,000 to $208,0001.22x$130,000#2295 of 3445
Boulder, CO$158,000$117,000 to $206,0001.15x$137,000#1791 of 3445
Arlington, VA$156,000$116,000 to $204,0001.22x$128,000#2509 of 3445
Jersey City, NJ$156,000$116,000 to $205,0001.20x$130,000#2324 of 3445
Miami, FL$155,000$115,000 to $203,0001.12x$138,000#1691 of 3445
Los Angeles, CA$154,000$114,000 to $201,0001.18x$131,000#2296 of 3445
Anchorage, AK$152,000$113,000 to $199,0001.13x$135,000#1983 of 3445
Portland, OR$151,000$112,000 to $197,0001.10x$137,000#1788 of 3445
Princeton, NJ$151,000$113,000 to $198,0001.15x$131,000#2196 of 3445
Hartford, CT$149,000$111,000 to $195,0001.08x$138,000#1702 of 3445
Baltimore, MD$149,000$111,000 to $195,0001.08x$138,000#1696 of 3445
Sacramento, CA$149,000$111,000 to $195,0001.10x$135,000#1919 of 3445
Chicago, IL$148,000$110,000 to $194,0001.07x$138,000#1688 of 3445
Philadelphia, PA$146,000$109,000 to $192,0001.09x$134,000#2009 of 3445
Denver, CO$142,000$106,000 to $186,0001.08x$131,000#2206 of 3445
Portland, ME$142,000$106,000 to $186,0001.05x$135,000#1931 of 3445
Atlanta, GA$141,000$105,000 to $185,0001.02x$138,000#1688 of 3445
Minneapolis, MN$141,000$105,000 to $185,0001.05x$134,000#2000 of 3445
Wilmington, DE$140,000$104,000 to $183,0001.02x$137,000#1795 of 3445
Providence, RI$138,000$103,000 to $181,0001.04x$133,000#2120 of 3445
Richmond, VA$138,000$103,000 to $181,0001.01x$137,000#1800 of 3445
Raleigh, NC$137,000$102,000 to $179,0000.99x$138,000#1697 of 3445
Burlington, VT$137,000$102,000 to $179,0001.06x$129,000#2405 of 3445
Ann Arbor, MI$136,000$101,000 to $177,0001.02x$133,000#2102 of 3445
Manchester, NH$135,000$101,000 to $177,0001.06x$127,000#2532 of 3445
Houston, TX$134,000$100,000 to $176,0000.97x$138,000#1690 of 3445
Austin, TX$133,000$99,000 to $174,0001.03x$129,000#2392 of 3445
Salt Lake City, UT$133,000$99,000 to $174,0000.98x$136,000#1882 of 3445
Albany, NY$133,000$99,000 to $174,0000.96x$139,000#1690 of 3445
Dallas, TX$132,000$98,000 to $172,0001.01x$131,000#2290 of 3445
Phoenix, AZ$132,000$98,000 to $172,0000.96x$138,000#1794 of 3445
Madison, WI$131,000$98,000 to $172,0000.95x$138,000#1699 of 3445
Charleston, SC$130,000$97,000 to $171,0000.98x$133,000#2114 of 3445
Virginia Beach, VA$130,000$97,000 to $171,0000.98x$133,000#2093 of 3445
Reno, NV$130,000$97,000 to $170,0000.96x$135,000#1893 of 3445
Nashville, TN$129,000$96,000 to $169,0001.00x$129,000#2403 of 3445
Tampa, FL$129,000$96,000 to $169,0000.96x$134,000#2001 of 3445
Charlotte, NC$128,000$95,000 to $167,0000.97x$132,000#2190 of 3445
Pittsburgh, PA$127,000$95,000 to $166,0000.92x$138,000#1706 of 3445
Indianapolis, IN$126,000$94,000 to $165,0000.91x$138,000#1680 of 3445
Boise, ID$126,000$94,000 to $165,0000.95x$133,000#2130 of 3445
Orlando, FL$126,000$94,000 to $165,0000.95x$133,000#2099 of 3445
Spokane, WA$126,000$94,000 to $165,0000.92x$137,000#1799 of 3445
New Orleans, LA$125,000$93,000 to $163,0000.92x$136,000#1921 of 3445
Las Vegas, NV$125,000$93,000 to $164,0000.96x$130,000#2301 of 3445
Detroit, MI$124,000$93,000 to $163,0000.90x$138,000#1695 of 3445
Kansas City, MO$124,000$92,000 to $162,0000.93x$133,000#2104 of 3445
Columbia, SC$124,000$93,000 to $163,0000.90x$138,000#1704 of 3445
Cincinnati, OH$123,000$92,000 to $161,0000.90x$137,000#1821 of 3445
San Antonio, TX$123,000$92,000 to $162,0000.91x$135,000#1931 of 3445
North Charleston, SC$123,000$91,000 to $160,0000.94x$131,000#2275 of 3445
Milwaukee, WI$122,000$91,000 to $160,0000.91x$134,000#1992 of 3445
Columbus, OH$122,000$91,000 to $160,0000.93x$131,000#2212 of 3445
St. Louis, MO$121,000$90,000 to $158,0000.90x$134,000#2008 of 3445
Columbus, OH$119,000$88,000 to $155,0000.93x$128,000#2502 of 3445
Louisville, KY$119,000$89,000 to $156,0000.88x$135,000#1923 of 3445
Cheyenne, WY$119,000$89,000 to $156,0000.87x$137,000#1797 of 3445
Baton Rouge, LA$119,000$89,000 to $156,0000.88x$135,000#1917 of 3445
Albuquerque, NM$117,000$87,000 to $153,0000.88x$133,000#2104 of 3445
Des Moines, IA$116,000$86,000 to $151,0000.86x$135,000#1998 of 3445
Oklahoma City, OK$115,000$86,000 to $151,0000.84x$137,000#1789 of 3445
Knoxville, TN$115,000$85,000 to $150,0000.89x$129,000#2403 of 3445
Omaha, NE$114,000$85,000 to $149,0000.88x$130,000#2382 of 3445
Sioux Falls, SD$113,000$84,000 to $148,0000.85x$133,000#2115 of 3445
Lexington, KY$113,000$84,000 to $148,0000.86x$131,000#2208 of 3445
Fargo, ND$110,000$82,000 to $143,0000.85x$129,000#2392 of 3445
Des Moines, IA$110,000$82,000 to $144,0000.86x$128,000#2496 of 3445
Birmingham, AL$109,000$81,000 to $143,0000.84x$130,000#2307 of 3445
Little Rock, AR$106,000$79,000 to $138,0000.82x$129,000#2406 of 3445
Charleston, WV$106,000$79,000 to $138,0000.78x$136,000#1898 of 3445
Tulsa, OK$106,000$79,000 to $139,0000.83x$128,000#2505 of 3445
Wichita, KS$105,000$78,000 to $137,0000.82x$128,000#2497 of 3445
Jackson, MS$102,000$76,000 to $133,0000.79x$129,000#2388 of 3445

Skills that increase AI Observability Specialist pay.

The premiums below are Orbyt's modelled scenarios for AI Observability Specialists, not effects measured from job postings: each is a fixed percentage applied to the estimated base. At the top premium that works out to $18,620 a year.

LLM Fine-Tuning+14%

≈ +$18,620 per year

Reinforcement Learning+13%

≈ +$17,290 per year

CUDA+12%

≈ +$15,960 per year

RAG (Retrieval-Augmented Generation)+11%

≈ +$14,630 per year

Transformers+10%

≈ +$13,300 per year

Rust+10%

≈ +$13,300 per year

Vector Databases+10%

≈ +$13,300 per year

PyTorch+9%

≈ +$11,970 per year

What you should know.

Compensation reflects expertise in monitoring ML model performance, detecting drift, and building alerting systems for AI in production. Specialists who can design comprehensive observability stacks for LLM applications including cost tracking, quality monitoring, and latency profiling earn premiums. Experience with both traditional APM and ML-specific monitoring adds value.

Junior observability engineers start at $100,000 to $118,000. Mid-level specialists building production monitoring systems reach $140,000 to $165,000. Senior specialists designing organization-wide AI observability platforms earn $175,000 to $215,000. Directors of ML platform observability can reach $230,000 to $280,000.

Equity at AI observability companies adds $20,000 to $70,000 annually. Bonuses of 10% to 15% are standard. Cloud credits for monitoring infrastructure experimentation are common. Open-source contributions to observability tooling enhance career trajectory and compensation.

Total compensation breakdown.

Base Salary
$133,000
Equity / Year
$38,000
Annual Bonus
15%
$20,000
Signing Bonus
$15,000
Total Comp
$191,000

Salary by company size

Startup
< 50 employees
$120,000
Growth
50-500 employees
$126,000
Scale-up
500-5K employees
$133,000
Public
5K+ employees
$160,000

Remote salary adjustment

Remote AI Observability Specialists typically earn $124,000 (7% less than on-site). This reflects location-adjusted pay policies at companies using geographic salary bands. Some companies pay flat national rates regardless of location.

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Related.

Common questions about AI Observability Specialist pay.

Orbyt estimates the national median AI Observability Specialist salary at $133,000 in 2026, within a range of $99,000 to $174,000. This is a computed estimate, not a measured wage. Where you land depends on your experience, skills, the company's size, and your location.

Entry level AI Observability Specialists (0 to 2 years) typically earn $86,000 to $106,000. Mid level (3 to 5 years) run $113,000 to $140,000. Senior (6 to 9 years) reach $146,000 to $173,000, and lead level (10 plus years) $166,000 to $206,000.

Equity at AI observability companies adds $20,000 to $70,000 annually. Bonuses of 10% to 15% are standard. Cloud credits for monitoring infrastructure experimentation are common. Open-source contributions to observability tooling enhance career trajectory and compensation.

Entry level AI Observability Specialist roles start around $86,000 to $106,000. Candidates with strong internships, certifications, or portfolio work often negotiate toward the national median of $133,000.

With a national median of $133,000 and senior pay reaching $173,000 to $206,000, AI Observability Specialist is a well compensated field. Pay varies by city, so compare cost of living adjusted numbers before judging any single offer.

Anchor your ask near the top of the range at $174,000 so you have room to settle around the $133,000 median. Bring specific data about your impact, and never accept the first number without a conversation.

You have the data.

Now own the conversation.

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