AI Capacity Planner Salary.

Q: How much does a AI Capacity Planner make?

Orbyt estimates the national median AI Capacity Planner salary at $91,000 in 2026, within a range of $63,000 to $129,000. This is a computed estimate, not a measured wage. Where you land depends on your experience, skills, the company's size, and your location.

Q: What is the AI Capacity Planner salary range by experience level?

Entry level AI Capacity Planners (0 to 2 years) typically earn $59,000 to $73,000. Mid level (3 to 5 years) run $77,000 to $96,000. Senior (6 to 9 years) reach $100,000 to $118,000, and lead level (10 plus years) $114,000 to $141,000.

Q: How do you negotiate a AI Capacity Planner salary?

Anchor your ask near the top of the range at $129,000 so you have room to settle around the $91,000 median. Bring specific data about your impact, and never accept the first number without a conversation.

Q: Is AI Capacity Planner a well paid career?

With a national median of $91,000 and senior pay reaching $118,000 to $141,000, AI Capacity Planner is a well compensated field. Pay varies by city, so compare cost of living adjusted numbers before judging any single offer.

Across 81 U.S. cities.

$91,000

estimated national base salary

$63,000 to $129,000. Last updated September 2026.

Orbyt prices 3 titles at this same figure: AI Capacity Planner, AI Supply Chain Optimization Engineer, and AI Operations Research Engineer. Orbyt does not hold title-level wage data that would separate them.

Close the job.

Government benchmark for this occupation

The US Bureau of Labor Statistics reports a median annual wage of $88,940 for Operations Research Analysts (SOC 15-2031) across the United States, based on 108,510 employed workers (May 2025 release).

10th percentile

$57,060

25th percentile

$68,360

Median

$88,940

75th percentile

$125,990

90th percentile

$159,910

Workers surveyed

108,510

What BLS published in each release

May 2024 release

$91,290

May 2025 release

$88,940

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 Operations Research Analysts (SOC 15-2031) rather than AI Capacity Planner 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 15-2031

Highest Paying

$129,000

San Jose, CA

Best Purchasing Power

$95,000

New York, NY

Lowest Paying

$70,000

Charleston, WV

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 15-2031. Full methodology.

Orbyt estimates the average AI Capacity Planner salary in the United States at $91,000 in 2026, within a range of $63,000 to $129,000. 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 3 titles at the same estimate. San Jose is the highest of the 81 cities at $129,000, while New York offers the best purchasing power after cost-of-living adjustments. Compensation scales with the dollar value of compute budgets planned and accuracy of demand forecasting models.

AI Capacity Planner salary by city.

Salary comparison across 81 cities
City	Median	Range	COL	Adjusted	Rank
San Jose, CA	$129,000	$90,000 to $183,000	1.38x	$93,000	#3209 of 3445
Honolulu, HI	$122,000	$84,000 to $173,000	1.30x	$94,000	#3202 of 3445
New York, NY	$121,000	$84,000 to $172,000	1.28x	$95,000	#3194 of 3445
San Francisco, CA	$120,000	$83,000 to $171,000	1.35x	$89,000	#3234 of 3445
Boston, MA	$115,000	$80,000 to $164,000	1.22x	$94,000	#3197 of 3445
Washington DC, DC	$114,000	$79,000 to $161,000	1.25x	$91,000	#3233 of 3445
Seattle, WA	$113,000	$78,000 to $160,000	1.24x	$91,000	#3229 of 3445
San Diego, CA	$108,000	$74,000 to $152,000	1.17x	$92,000	#3220 of 3445
Newark, NJ	$107,000	$74,000 to $152,000	1.18x	$91,000	#3223 of 3445
Arlington, VA	$107,000	$74,000 to $151,000	1.22x	$88,000	#3241 of 3445
Jersey City, NJ	$107,000	$74,000 to $152,000	1.20x	$89,000	#3236 of 3445
Los Angeles, CA	$105,000	$73,000 to $149,000	1.18x	$89,000	#3236 of 3445
Miami, FL	$105,000	$73,000 to $149,000	1.12x	$94,000	#3197 of 3445
Boulder, CO	$104,000	$72,000 to $147,000	1.15x	$90,000	#3232 of 3445
Anchorage, AK	$102,000	$70,000 to $144,000	1.13x	$90,000	#3229 of 3445
Princeton, NJ	$102,000	$70,000 to $144,000	1.15x	$89,000	#3234 of 3445
Philadelphia, PA	$100,000	$69,000 to $142,000	1.09x	$92,000	#3221 of 3445
Baltimore, MD	$100,000	$69,000 to $142,000	1.08x	$93,000	#3213 of 3445
Burlington, VT	$98,000	$68,000 to $139,000	1.06x	$92,000	#3217 of 3445
Sacramento, CA	$98,000	$68,000 to $139,000	1.10x	$89,000	#3236 of 3445
Chicago, IL	$97,000	$67,000 to $138,000	1.07x	$91,000	#3223 of 3445
Austin, TX	$97,000	$67,000 to $137,000	1.03x	$94,000	#3197 of 3445
Portland, OR	$97,000	$67,000 to $138,000	1.10x	$88,000	#3241 of 3445
Minneapolis, MN	$97,000	$67,000 to $137,000	1.05x	$92,000	#3223 of 3445
Portland, ME	$97,000	$67,000 to $138,000	1.05x	$92,000	#3217 of 3445
Manchester, NH	$97,000	$67,000 to $138,000	1.06x	$92,000	#3225 of 3445
Dallas, TX	$96,000	$66,000 to $136,000	1.01x	$95,000	#3187 of 3445
Hartford, CT	$96,000	$67,000 to $137,000	1.08x	$89,000	#3236 of 3445
Providence, RI	$96,000	$66,000 to $136,000	1.04x	$92,000	#3217 of 3445
Nashville, TN	$95,000	$66,000 to $134,000	1.00x	$95,000	#3194 of 3445
Denver, CO	$94,000	$65,000 to $134,000	1.08x	$87,000	#3243 of 3445
Atlanta, GA	$93,000	$64,000 to $132,000	1.02x	$91,000	#3222 of 3445
Richmond, VA	$93,000	$64,000 to $132,000	1.01x	$92,000	#3220 of 3445
Wilmington, DE	$92,000	$64,000 to $130,000	1.02x	$90,000	#3233 of 3445
Reno, NV	$91,000	$63,000 to $129,000	0.96x	$95,000	#3186 of 3445
Ann Arbor, MI	$91,000	$63,000 to $129,000	1.02x	$89,000	#3238 of 3445
Raleigh, NC	$90,000	$62,000 to $128,000	0.99x	$91,000	#3225 of 3445
Charleston, SC	$90,000	$62,000 to $128,000	0.98x	$92,000	#3217 of 3445
Houston, TX	$88,000	$61,000 to $125,000	0.97x	$91,000	#3223 of 3445
Salt Lake City, UT	$88,000	$61,000 to $125,000	0.98x	$90,000	#3232 of 3445
Albany, NY	$88,000	$61,000 to $125,000	0.96x	$92,000	#3222 of 3445
Columbus, OH	$87,000	$60,000 to $124,000	0.93x	$94,000	#3200 of 3445
Tampa, FL	$87,000	$60,000 to $124,000	0.96x	$91,000	#3226 of 3445
Virginia Beach, VA	$87,000	$60,000 to $123,000	0.98x	$89,000	#3237 of 3445
Phoenix, AZ	$86,000	$60,000 to $123,000	0.96x	$90,000	#3233 of 3445
Charlotte, NC	$86,000	$59,000 to $121,000	0.97x	$89,000	#3236 of 3445
Indianapolis, IN	$86,000	$60,000 to $122,000	0.91x	$95,000	#3199 of 3445
Boise, ID	$86,000	$59,000 to $121,000	0.95x	$91,000	#3232 of 3445
North Charleston, SC	$86,000	$60,000 to $122,000	0.94x	$91,000	#3224 of 3445
Kansas City, MO	$85,000	$59,000 to $120,000	0.93x	$91,000	#3227 of 3445
St. Louis, MO	$85,000	$59,000 to $121,000	0.90x	$94,000	#3194 of 3445
New Orleans, LA	$85,000	$59,000 to $121,000	0.92x	$92,000	#3217 of 3445
Columbia, SC	$85,000	$59,000 to $121,000	0.90x	$94,000	#3193 of 3445
Pittsburgh, PA	$84,000	$58,000 to $119,000	0.92x	$91,000	#3226 of 3445
Las Vegas, NV	$84,000	$58,000 to $119,000	0.96x	$88,000	#3243 of 3445
Columbus, OH	$84,000	$58,000 to $119,000	0.93x	$90,000	#3230 of 3445
San Antonio, TX	$84,000	$58,000 to $120,000	0.91x	$92,000	#3220 of 3445
Orlando, FL	$83,000	$57,000 to $118,000	0.95x	$87,000	#3244 of 3445
Madison, WI	$83,000	$57,000 to $118,000	0.95x	$87,000	#3246 of 3445
Spokane, WA	$83,000	$57,000 to $117,000	0.92x	$90,000	#3231 of 3445
Detroit, MI	$82,000	$57,000 to $116,000	0.90x	$91,000	#3229 of 3445
Milwaukee, WI	$82,000	$57,000 to $116,000	0.91x	$90,000	#3229 of 3445
Baton Rouge, LA	$82,000	$57,000 to $116,000	0.88x	$93,000	#3213 of 3445
Cincinnati, OH	$81,000	$56,000 to $115,000	0.90x	$90,000	#3231 of 3445
Albuquerque, NM	$80,000	$55,000 to $114,000	0.88x	$91,000	#3228 of 3445
Cheyenne, WY	$80,000	$55,000 to $113,000	0.87x	$92,000	#3217 of 3445
Knoxville, TN	$80,000	$56,000 to $114,000	0.89x	$90,000	#3228 of 3445
Birmingham, AL	$79,000	$55,000 to $112,000	0.84x	$94,000	#3199 of 3445
Des Moines, IA	$79,000	$55,000 to $112,000	0.86x	$92,000	#3226 of 3445
Tulsa, OK	$79,000	$54,000 to $111,000	0.83x	$95,000	#3186 of 3445
Louisville, KY	$78,000	$54,000 to $111,000	0.88x	$89,000	#3239 of 3445
Omaha, NE	$77,000	$53,000 to $109,000	0.88x	$88,000	#3246 of 3445
Sioux Falls, SD	$77,000	$54,000 to $110,000	0.85x	$91,000	#3224 of 3445
Des Moines, IA	$76,000	$53,000 to $108,000	0.86x	$88,000	#3237 of 3445
Oklahoma City, OK	$76,000	$52,000 to $107,000	0.84x	$90,000	#3230 of 3445
Lexington, KY	$76,000	$53,000 to $108,000	0.86x	$88,000	#3242 of 3445
Fargo, ND	$74,000	$51,000 to $105,000	0.85x	$87,000	#3246 of 3445
Jackson, MS	$73,000	$51,000 to $104,000	0.79x	$92,000	#3216 of 3445
Little Rock, AR	$72,000	$50,000 to $103,000	0.82x	$88,000	#3238 of 3445
Wichita, KS	$72,000	$50,000 to $103,000	0.82x	$88,000	#3248 of 3445
Charleston, WV	$70,000	$48,000 to $99,000	0.78x	$90,000	#3237 of 3445

Skills that increase AI Capacity Planner pay.

The premiums below are Orbyt's modelled scenarios for AI Capacity Planners, not effects measured from job postings: each is a fixed percentage applied to the estimated base. At the top premium that works out to $12,740 a year.

LLM Fine-Tuning+14%

≈ +$12,740 per year

Reinforcement Learning+13%

≈ +$11,830 per year

CUDA+12%

≈ +$10,920 per year

RAG (Retrieval-Augmented Generation)+11%

≈ +$10,010 per year

Transformers+10%

≈ +$9,100 per year

Rust+10%

≈ +$9,100 per year

Vector Databases+10%

≈ +$9,100 per year

PyTorch+9%

≈ +$8,190 per year

See all 35 skill premiums →

What you should know.

Compensation scales with the dollar value of compute budgets planned and accuracy of demand forecasting models. Planners managing GPU procurement strategies worth tens of millions earn top salaries. Expertise in workload characterization, hardware lifecycle planning, and vendor negotiation for AI accelerators drives premium compensation.

Junior capacity analysts begin at $100,000 to $120,000 supporting forecasting models. Mid-level planners owning quarterly capacity plans earn $138,000 to $158,000. Senior planners driving multi-year AI infrastructure strategy reach $185,000 to $208,000, with VP-level roles at $240,000 to $290,000.

Bonuses of 12 to 20% are common, often tied to forecast accuracy and cost avoidance metrics. Some companies offer procurement-linked bonuses when capacity planning results in favorable hardware pricing or allocation.

Total compensation breakdown.

Base Salary

$91,000

Equity / Year

$40,000

Annual Bonus

15%

$14,000

Signing Bonus

$16,000

Total Comp

$145,000

Salary by company size

Startup

< 50 employees

$82,000

Growth

50-500 employees

$86,000

Scale-up

500-5K employees

$91,000

Public

5K+ employees

$109,000

Remote salary adjustment

Remote AI Capacity Planners typically earn $85,000 (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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Common questions about AI Capacity Planner pay.

Orbyt estimates the national median AI Capacity Planner salary at $91,000 in 2026, within a range of $63,000 to $129,000. 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 Capacity Planners (0 to 2 years) typically earn $59,000 to $73,000. Mid level (3 to 5 years) run $77,000 to $96,000. Senior (6 to 9 years) reach $100,000 to $118,000, and lead level (10 plus years) $114,000 to $141,000.

Anchor your ask near the top of the range at $129,000 so you have room to settle around the $91,000 median. Bring specific data about your impact, and never accept the first number without a conversation.

With a national median of $91,000 and senior pay reaching $118,000 to $141,000, AI Capacity Planner is a well compensated field. Pay varies by city, so compare cost of living adjusted numbers before judging any single offer.

You have the data.

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Close the job.

AI Capacity Planner Salary.

Government benchmark for this occupation

AI Capacity Planner salary by city.

Skills that increase AI Capacity Planner pay.

What you should know.

Total compensation breakdown.

Salary by company size

Remote salary adjustment

Are you an AI Capacity Planner?

Related.

Common questions about AI Capacity Planner pay.

How much does a AI Capacity Planner make?

What is the AI Capacity Planner salary range by experience level?

What factors affect AI Capacity Planner salaries?

What is the career path for a AI Capacity Planner?

How do you negotiate a AI Capacity Planner salary?

Is AI Capacity Planner a well paid career?

You have the data.