Salaries

AI Spectrum Optimization Engineer 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 Spectrum Optimization Engineer 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

$180,000

San Francisco, CA

Best Purchasing Power

$139,000

Columbus, OH

Lowest Paying

$105,000

Wichita, KS

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 Spectrum Optimization Engineer 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 Francisco is the highest of the 81 cities at $180,000, while Columbus offers the best purchasing power after cost-of-living adjustments. Compensation for AI Spectrum Optimization Engineers is driven by depth of technical specialization, open-source or published work, and the specific technology stack.

AI Spectrum Optimization Engineer salary by city.

Salary comparison across 81 cities
CityMedianRangeCOLAdjustedRank
San Francisco, CA$180,000$134,000 to $235,0001.35x$133,000#2120 of 3445
San Jose, CA$178,000$133,000 to $233,0001.38x$129,000#2408 of 3445
Washington DC, DC$170,000$126,000 to $222,0001.25x$136,000#1913 of 3445
Honolulu, HI$168,000$125,000 to $219,0001.30x$129,000#2402 of 3445
New York, NY$167,000$124,000 to $218,0001.28x$130,000#2312 of 3445
Jersey City, NJ$164,000$122,000 to $215,0001.20x$137,000#1796 of 3445
Seattle, WA$163,000$122,000 to $214,0001.24x$131,000#2203 of 3445
Los Angeles, CA$162,000$120,000 to $211,0001.18x$137,000#1780 of 3445
San Diego, CA$160,000$119,000 to $210,0001.17x$137,000#1774 of 3445
Newark, NJ$159,000$118,000 to $207,0001.18x$135,000#1993 of 3445
Princeton, NJ$159,000$118,000 to $208,0001.15x$138,000#1690 of 3445
Arlington, VA$157,000$117,000 to $206,0001.22x$129,000#2421 of 3445
Boston, MA$156,000$116,000 to $204,0001.22x$128,000#2499 of 3445
Anchorage, AK$152,000$113,000 to $199,0001.13x$135,000#1983 of 3445
Boulder, CO$150,000$112,000 to $196,0001.15x$130,000#2303 of 3445
Miami, FL$149,000$111,000 to $195,0001.12x$133,000#2083 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
Portland, OR$146,000$109,000 to $191,0001.10x$133,000#2086 of 3445
Hartford, CT$145,000$108,000 to $190,0001.08x$134,000#1989 of 3445
Austin, TX$142,000$106,000 to $186,0001.03x$138,000#1698 of 3445
Chicago, IL$141,000$105,000 to $184,0001.07x$132,000#2200 of 3445
Philadelphia, PA$141,000$105,000 to $184,0001.09x$129,000#2394 of 3445
Manchester, NH$141,000$105,000 to $184,0001.06x$133,000#2094 of 3445
Denver, CO$139,000$104,000 to $182,0001.08x$129,000#2424 of 3445
Providence, RI$138,000$103,000 to $181,0001.04x$133,000#2120 of 3445
Portland, ME$137,000$102,000 to $179,0001.05x$130,000#2310 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
Minneapolis, MN$135,000$101,000 to $177,0001.05x$129,000#2398 of 3445
Atlanta, GA$134,000$100,000 to $176,0001.02x$131,000#2206 of 3445
Richmond, VA$134,000$100,000 to $176,0001.01x$133,000#2083 of 3445
Wilmington, DE$133,000$99,000 to $174,0001.02x$130,000#2290 of 3445
Orlando, FL$131,000$98,000 to $172,0000.95x$138,000#1686 of 3445
Raleigh, NC$130,000$97,000 to $171,0000.99x$131,000#2206 of 3445
Charleston, SC$130,000$97,000 to $171,0000.98x$133,000#2114 of 3445
Albany, NY$130,000$97,000 to $170,0000.96x$135,000#1921 of 3445
Dallas, TX$129,000$96,000 to $169,0001.01x$128,000#2500 of 3445
Nashville, TN$129,000$96,000 to $169,0001.00x$129,000#2403 of 3445
Salt Lake City, UT$129,000$96,000 to $169,0000.98x$132,000#2204 of 3445
Columbus, OH$129,000$96,000 to $168,0000.93x$139,000#1686 of 3445
Houston, TX$128,000$95,000 to $167,0000.97x$132,000#2200 of 3445
Charlotte, NC$128,000$95,000 to $167,0000.97x$132,000#2190 of 3445
Columbus, OH$126,000$94,000 to $165,0000.93x$135,000#1876 of 3445
Virginia Beach, VA$126,000$94,000 to $165,0000.98x$129,000#2405 of 3445
North Charleston, SC$126,000$94,000 to $165,0000.94x$134,000#2005 of 3445
Phoenix, AZ$125,000$93,000 to $164,0000.96x$130,000#2305 of 3445
Las Vegas, NV$125,000$93,000 to $164,0000.96x$130,000#2301 of 3445
Madison, WI$125,000$93,000 to $164,0000.95x$132,000#2190 of 3445
Tampa, FL$124,000$92,000 to $162,0000.96x$129,000#2387 of 3445
Reno, NV$124,000$92,000 to $162,0000.96x$129,000#2396 of 3445
Milwaukee, WI$122,000$91,000 to $160,0000.91x$134,000#1992 of 3445
Pittsburgh, PA$121,000$90,000 to $158,0000.92x$132,000#2200 of 3445
Indianapolis, IN$121,000$90,000 to $158,0000.91x$133,000#2105 of 3445
Boise, ID$121,000$90,000 to $159,0000.95x$127,000#2509 of 3445
New Orleans, LA$120,000$89,000 to $157,0000.92x$130,000#2302 of 3445
Cheyenne, WY$120,000$90,000 to $157,0000.87x$138,000#1699 of 3445
Columbia, SC$120,000$89,000 to $157,0000.90x$133,000#2088 of 3445
Spokane, WA$120,000$89,000 to $157,0000.92x$130,000#2304 of 3445
Detroit, MI$119,000$88,000 to $155,0000.90x$132,000#2196 of 3445
Kansas City, MO$119,000$88,000 to $155,0000.93x$128,000#2488 of 3445
Omaha, NE$119,000$89,000 to $156,0000.88x$135,000#1893 of 3445
San Antonio, TX$119,000$88,000 to $155,0000.91x$131,000#2290 of 3445
Des Moines, IA$118,000$88,000 to $154,0000.86x$137,000#1796 of 3445
St. Louis, MO$117,000$87,000 to $153,0000.90x$130,000#2330 of 3445
Cincinnati, OH$117,000$87,000 to $153,0000.90x$130,000#2315 of 3445
Fargo, ND$115,000$86,000 to $151,0000.85x$135,000#1889 of 3445
Baton Rouge, LA$115,000$85,000 to $150,0000.88x$131,000#2284 of 3445
Knoxville, TN$115,000$85,000 to $150,0000.89x$129,000#2403 of 3445
Birmingham, AL$114,000$85,000 to $149,0000.84x$136,000#1879 of 3445
Louisville, KY$114,000$85,000 to $149,0000.88x$130,000#2399 of 3445
Oklahoma City, OK$113,000$84,000 to $148,0000.84x$135,000#2004 of 3445
Lexington, KY$113,000$84,000 to $148,0000.86x$131,000#2208 of 3445
Albuquerque, NM$112,000$84,000 to $147,0000.88x$127,000#2502 of 3445
Little Rock, AR$111,000$83,000 to $146,0000.82x$135,000#1892 of 3445
Tulsa, OK$111,000$83,000 to $146,0000.83x$134,000#2001 of 3445
Des Moines, IA$110,000$82,000 to $144,0000.86x$128,000#2493 of 3445
Sioux Falls, SD$109,000$81,000 to $142,0000.85x$128,000#2504 of 3445
Charleston, WV$108,000$80,000 to $141,0000.78x$138,000#1690 of 3445
Jackson, MS$106,000$79,000 to $139,0000.79x$134,000#1989 of 3445
Wichita, KS$105,000$78,000 to $137,0000.82x$128,000#2497 of 3445

Skills that increase AI Spectrum Optimization Engineer pay.

The premiums below are Orbyt's modelled scenarios for AI Spectrum Optimization Engineers, 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 for AI Spectrum Optimization Engineers is driven by depth of technical specialization, open-source or published work, and the specific technology stack. Equity is a major component at roughly 25% of base — candidates should weight stock grants as heavily as salary when comparing offers. Within engineering disciplines, PE licensure and domain (aerospace, civil, electrical) shift the band significantly; defense-sector clearances add further premium.

AI Spectrum Optimization Engineers typically progress Associate → Engineer → Senior → Principal → Fellow over 12 to 20 years, with PE licensure marking the transition to senior levels. Consulting partners and firm ownership are common late-career paths.

Total compensation for AI Spectrum Optimization Engineers runs roughly $230K at median when factoring base + equity (25% of base annually) + bonus (15% of base). Equity is the single largest non-base component — candidates should model vesting schedules (typically 4-year with 1-year cliff) and compare grant values across offers carefully. Benefits and time-off policies vary by employer; candidates should factor them into offer comparisons alongside cash compensation.

Total compensation breakdown.

Base Salary
$133,000
Equity / Year
$40,000
Annual Bonus
15%
$20,000
Signing Bonus
$16,000
Total Comp
$193,000

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 Spectrum Optimization Engineers 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 Spectrum Optimization Engineer pay.

Orbyt estimates the national median AI Spectrum Optimization Engineer 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 Spectrum Optimization Engineers (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.

AI Spectrum Optimization Engineers typically progress Associate → Engineer → Senior → Principal → Fellow over 12 to 20 years, with PE licensure marking the transition to senior levels. Consulting partners and firm ownership are common late-career paths.

Compensation for AI Spectrum Optimization Engineers is driven by depth of technical specialization, open-source or published work, and the specific technology stack. Equity is a major component at roughly 25% of base, candidates should weight stock grants as heavily as salary when comparing offers. Within engineering disciplines, PE licensure and domain (aerospace, civil, electrical) shift the band significantly; defense-sector clearances add further premium.

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.

Entry level AI Spectrum Optimization Engineer 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.

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