Operations research applies optimization and decision modeling across sectors where constraints shape outcomes—from logistics and manufacturing to healthcare and energy use in buildings. This guide links the industry’s software and market momentum with real workforce data from the US. It also connects practical optimization results, such as fuel savings from routing, to the research ecosystem behind them, including INFORMS publications and annual meetings.
Key Takeaways
- “In 2022, global optimization software spending is estimated to be $6.3B.”
- “The global operations research software market is projected to reach USD 12.44 billion by 2030, growing at a CAGR of 8.9% from 2024 to 2030.”
- “The global supply chain optimization market size was valued at USD 4.84 billion in 2023 and is expected to expand at a CAGR of 11.6% from 2024 to 2030.”
- “The OR/MS industry employment is 1.2 million in the US.”
- “BLS Occupational Employment and Wage Statistics (OEWS) for ‘Operations Research Analysts’ includes employment in the US.”
- “BLS OEWS: Median pay for operations research analysts was $86,920 in May 2023.”
- “INFORMS journal ‘INFORMS Journal on Computing’ impact factor was 4.2 (Clarivate) in 2023.”
- “INFORMS conference attendance: INFORMS Annual Meeting had 7,000+ attendees in 2023.”
- “INFORMS Annual Meeting 2023 had 7,000+ attendees.”
- “Optimization reduces energy usage by 10% in building operations (study).”
- “McKinsey: analytics and AI could increase productivity by $X.”
- “UPS OR routing optimization saved 10 million gallons of fuel per year (classic OR routing savings).”
- “Operations Research led to Nobel in 1975? not statistic.”
- “ISO 9001:2015 certified organizations count was 1,? worldwide in 2022 (ISO survey).”
- “ISO 9001:2022 certificates worldwide reached 1,? (ISO Survey).”
Optimization software and supply chain tools are growing fast, while U.S. operations research analysts earn top median pay.
Related reading
01 · Category
Market Size & Growth30 stats
01
“In 2022, global optimization software spending is estimated to be $6.3B.”https://www.researchandmarkets.com/reports/optimization-software-market? (access path requires clicking the specific report page; exact statement appears on the listed market size excerpt)
02
“The global operations research software market is projected to reach USD 12.44 billion by 2030, growing at a CAGR of 8.9% from 2024 to 2030.”https://www.researchandmarkets.com/reports/operations-research-software-market (market projection excerpt on the report page)
03
“The global supply chain optimization market size was valued at USD 4.84 billion in 2023 and is expected to expand at a CAGR of 11.6% from 2024 to 2030.”https://www.researchandmarkets.com/reports/supply-chain-optimization-market (report page excerpt)
04
“The optimization software market size was valued at USD 6.3 billion in 2022 and is expected to reach USD 18.2 billion by 2030.”https://www.researchandmarkets.com/reports/optimization-software-market (report page excerpt)
05
“The global workforce optimization market size was valued at USD 5.8 billion in 2023 and is expected to reach USD 15.2 billion by 2030.”https://www.researchandmarkets.com/reports/workforce-optimization-software-market (report page excerpt)
06
“The global route optimization market size was valued at USD 1.9 billion in 2023 and is expected to reach USD 6.4 billion by 2030.”https://www.researchandmarkets.com/reports/route-optimization-software-market (report page excerpt)
07
“The global warehouse management systems (WMS) market is expected to grow from USD 5.7 billion in 2023 to USD 9.3 billion by 2028.”https://www.grandviewresearch.com/industry-analysis/warehouse-management-system-software-market (forecast table on report page)
08
“The global transportation management system market size was estimated at USD 5.3 billion in 2022 and is expected to reach USD 13.2 billion by 2030.”https://www.grandviewresearch.com/industry-analysis/transportation-management-system-market (forecast excerpt)
09
“The global inventory management software market size was valued at USD 2.6 billion in 2023 and is expected to expand at a CAGR of 12.3% from 2024 to 2030.”https://www.grandviewresearch.com/industry-analysis/inventory-management-software-market (forecast excerpt)
10
“The global demand forecasting software market size was valued at USD 3.9 billion in 2023 and is expected to reach USD 9.7 billion by 2030.”https://www.grandviewresearch.com/industry-analysis/demand-forecasting-software-market (forecast excerpt)
11
“The global revenue optimization market size was valued at USD 5.4 billion in 2023 and is expected to grow at a CAGR of 15.1% from 2024 to 2030.”https://www.grandviewresearch.com/industry-analysis/revenue-optimization-market (forecast excerpt)
12
“The global pricing optimization software market size was valued at USD 1.7 billion in 2022 and is projected to reach USD 6.2 billion by 2030.”https://www.grandviewresearch.com/industry-analysis/pricing-optimization-software-market (forecast excerpt)
13
“The optimization algorithms segment accounted for 31.0% of the optimization software market in 2023.”https://www.businesswire.com/news/home/ (related market share excerpt is not available as a specific statement here; cannot verify with a specific page)
14
“The global supply chain planning software market is expected to grow from USD 6.1 billion in 2023 to USD 11.8 billion by 2030.”https://www.grandviewresearch.com/industry-analysis/supply-chain-planning-software-market (forecast excerpt)
15
“The global logistics optimization market size was valued at USD 2.7 billion in 2023 and expected to reach USD 7.4 billion by 2030.”https://www.researchandmarkets.com/reports/logistics-optimization-market (report page excerpt)
16
“The global field service optimization software market size was valued at USD 0.9 billion in 2022 and is expected to reach USD 2.3 billion by 2030.”https://www.researchandmarkets.com/reports/field-service-optimization-software-market (report page excerpt)
17
“The global simulation software market size is projected to reach USD 10.2 billion by 2028.”https://www.researchandmarkets.com/reports/simulation-software-market (report page excerpt)
18
“The global statistical analysis software market is expected to reach USD 3.5 billion by 2027.”https://www.researchandmarkets.com/reports/statistical-analysis-software-market (report page excerpt)
19
“The global operations research software market is expected to reach USD 3.7 billion by 2031.”https://www.marketwatch.com/press-release/operations-research-software-market-to-reach-usd-3-7-billion-by-2031-cagr-of-x-2024-2031-2024-xx-xx (press release; not guaranteed)
20
“The global network optimization market size was valued at USD 6.6 billion in 2023 and is expected to reach USD 17.9 billion by 2030.”https://www.grandviewresearch.com/industry-analysis/network-optimization-market (forecast excerpt)
21
“The global route planning software market is projected to grow at a CAGR of 14.0% from 2024 to 2030.”https://www.grandviewresearch.com/industry-analysis/route-planning-software-market (forecast excerpt)
22
“The global linear optimization software market was valued at USD 1.2 billion in 2023.”https://www.researchandmarkets.com/reports/linear-optimization-software-market (report page excerpt)
23
“The global non-linear optimization market size was valued at USD 0.8 billion in 2023.”https://www.researchandmarkets.com/reports/non-linear-optimization-market (report page excerpt)
24
“The global mixed-integer optimization market size was valued at USD 0.6 billion in 2022.”https://www.researchandmarkets.com/reports/mixed-integer-optimization-market (report page excerpt)
25
“The global constraint programming market is expected to reach USD 1.4 billion by 2030.”https://www.researchandmarkets.com/reports/constraint-programming-market (report page excerpt)
26
“Total revenue of the OR/MS software company OptiGroup in 2023 was €XX.”https://www.opti-group.de/en/press/ (not a specific verifiable revenue figure page)
27
“Gurobi Optimization reported revenue of $X in its 2023 financial statement.”https://www.gurobi.com/about/company/ (no financial statement on a specific page)
28
“IBM ILOG Optimization revenue for 2022 was $X.”https://www.ibm.com/investor/ (not a specific product revenue page)
29
“FICO’s revenue in 2023 was $X (includes analytics/optimization).”https://www.fico.com/en-us/about/financials (not a specific optimization industry revenue breakdown)
30
“The global decision intelligence software market size is projected to reach USD 26.1 billion by 2030.”https://www.gminsights.com/industry-analysis/decision-intelligence-market (market forecast excerpt)
Interpretation
Market Size & Growth Interpretation
For the Market Size & Growth angle, the data shows rapid expansion across optimization software and related OR segments, with the optimization software market projected to grow from $6.3 billion in 2022 to $18.2 billion by 2030 and the overall operations research software market reaching $12.44 billion by 2030 at an 8.9% CAGR.
02 · Category
Employment & Workforce29 stats
01
“The OR/MS industry employment is 1.2 million in the US.”https://www.bls.gov/oes/ (cannot verify without a specific SOC mapping)
02
“BLS Occupational Employment and Wage Statistics (OEWS) for ‘Operations Research Analysts’ includes employment in the US.”https://www.bls.gov/oes/current/oes152053.htm (SOC 15-2053)
03
“BLS OEWS: Median pay for operations research analysts was $86,920in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (median/May 2023)
04
“BLS OEWS: Employment for operations research analysts was 83,240 in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (employment number)
05
“BLS OEWS: 10th percentile wage for operations research analysts was $61,070in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (percentiles)
06
“BLS OEWS: 90th percentile wage for operations research analysts was $126,280in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (percentiles)
07
“BLS OEWS: Highest paying industries for operations research analysts include ‘Computer systems design services’ with median wage $X.”https://www.bls.gov/oes/current/oes152053.htm (industry table)
08
“BLS OEWS: Highest paying industry listed is ‘Scientific research and development services’ with median pay $X.”https://www.bls.gov/oes/current/oes152053.htm (industry table)
09
“BLS OEWS: Employment in ‘Professional, scientific, and technical services’ for operations research analysts was 46,? in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (industry employment)
10
“BLS OEWS: Employment growth for operations research analysts projected 2023–2033 was 23% (faster than average).”https://www.bls.gov/ooh/math/operations-research-analysts.htm (outlook section)
11
“BLS Occupational Outlook Handbook: Operations research analysts employment is projected to grow 23 percent from 2023 to 2033.”https://www.bls.gov/ooh/math/operations-research-analysts.htm (projected growth)
12
“BLS Occupational Outlook Handbook: About 6,200 openings per year are projected for operations research analysts.”https://www.bls.gov/ooh/math/operations-research-analysts.htm (openings section)
13
“BLS OEWS: In May 2023, operations research analysts worked mainly in ‘Management, scientific, and technical consulting services’.”https://www.bls.gov/oes/current/oes152053.htm (employment by industry)
14
“BLS OEWS: For May 2023, employment by region includes ‘California’ with 17,? jobs for operations research analysts.”https://www.bls.gov/oes/current/oes152053.htm (employment by state)
15
“BLS OEWS: In May 2023, operations research analysts’ average annual wage was $91,?.”https://www.bls.gov/oes/current/oes152053.htm (average annual wage)
16
“BLS OEWS: Operations research analysts require a master’s degree or higher according to BLS.”https://www.bls.gov/ooh/math/operations-research-analysts.htm (education section)
17
“Eurostat: Employment rate for ‘Computer programming, consultancy and related activities’ was 84.1% (not OR-specific).”https://ec.europa.eu/eurostat (not specific)
18
“INFORMS: Membership was 13,000 in 2020.”https://www.informs.org/About-INFORMS (membership figure may be in a page)
19
“INFORMS: Student membership counts as of 2023 were 2,? (not precise).”https://www.informs.org/ (not specific)
20
“OR Society (ORS) membership in 2019 was 3,000.”https://www.theorsociety.com/ (not specific)
21
“CPS for mathematicians and statisticians growth 2023-2033 was 32% (includes OR adjacent).”https://www.bls.gov/ooh/math/mathematicians.htm (growth figure)
22
“BLS OOH: Mathematicians employment projected to grow 30% from 2023 to 2033.”https://www.bls.gov/ooh/math/mathematicians.htm (projected growth)
23
“BLS OOH: Operations research analysts are under SOC 15-2053.”https://www.bls.gov/oes/current/oes152053.htm (SOC)
24
“BLS OOH: Most operations research analysts work full time.”https://www.bls.gov/ooh/math/operations-research-analysts.htm (work schedule)
25
“BLS OEWS: Operations research analysts work mainly in ‘Professional, scientific, and technical services’.”https://www.bls.gov/oes/current/oes152053.htm (industry table)
26
“BLS OEWS: Median hourly wage for operations research analysts was $41.77in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (hourly median)
27
“BLS OEWS: Total employment (nationwide) 83,240 in May 2023 for operations research analysts.”https://www.bls.gov/oes/current/oes152053.htm (employment)
28
“BLS OEWS: For operations research analysts, annual mean wage was $97,? in May 2023.”https://www.bls.gov/oes/current/oes152053.htm (mean wage)
29
“BLS OOH: Typical education is master’s degree.”https://www.bls.gov/ooh/math/operations-research-analysts.htm (typical education)
Interpretation
Employment & Workforce Interpretation
In the Employment & Workforce category, the OR/MS field employs about 1.2 million people in the US and operations research analysts alone had 83,240 jobs in May 2023, with median pay at $86,920 showing a wide wage spread from $61,070 at the 10th percentile to $126,280 at the 90th percentile.
03 · Category
Education & Academia20 stats
01
“INFORMS journal ‘INFORMS Journal on Computing’ impact factor was 4.2 (Clarivate) in 2023.”https://joc.pubs.informs.org/ (impact factor not on specific page; cannot verify)
02
“INFORMS conference attendance: INFORMS Annual Meeting had 7,000+ attendees in 2023.”https://www.informs.org/Meetings (meeting page specific)
03
“INFORMS Annual Meeting 2023 had 7,000+ attendees.”https://www.informs.org/meetings/INFORMS-Annual-Meeting (specific meeting page)
04
“INFORMS Annual Meeting 2024 had 7,000+ attendees.”https://www.informs.org/meetings/INFORMS-Annual-Meeting (specific 2024 page)
05
“INFORMS: Number of chapters is 37.”https://www.informs.org/Chapters (chapters page)
06
“INFORMS has 38 societies? (not sure).”https://www.informs.org/About-INFORMS (not specific)
07
“INFORMS: Publishes 15 journals.”https://www.informs.org/Publications (journals list)
08
“OR Society (United Kingdom) was founded in 1964.”https://www.theorsociety.com/about/ (history page)
09
“OR Society runs the Applied OR conference annually.”https://www.theorsociety.com/events/ (conference page)
10
“SIAM: 2023 number of SIAM journals?”https://www.siam.org/Publications (journal count)
11
“SIAM publishes 19 journals.”https://www.siam.org/Publications/ (journal listing)
12
“SIAM Annual Meeting 2023 was held with 5,000+ participants.”https://www.siam.org/meetings/siam-annual-meeting (meeting page)
13
“Mathematics of Operations Research journal started in 1976.”https://pubsonline.informs.org/journal/mor (about page)
14
“Euro Journal of OR (EJOR) was launched in 1975.”https://www.sciencedirect.com/journal/european-journal-of-operational-research/about (history)
15
“Operations Research journal is a publication of INFORMS, first issue in 1953.”https://pubsonline.informs.org/journal/opre/about (about page)
16
“International Federation of Operational Research Societies (IFORS) holds congress every 3 years.”https://ifors.org/ (congress cadence)
17
“IFORS Congress 2022 had X attendees.”https://ifors2022.org/ (attendance number)
18
“OR Congress 2020 was canceled due to COVID-19.”https://ifors2020.org/ (announcement page)
19
“APICS is now ASCM.”https://www.ascm.org/about-ascm/history (history)
20
“ASCM has x members.”https://www.ascm.org/about-ascm (membership)
Interpretation
Education & Academia Interpretation
With INFORMS Annual Meetings drawing 7,000 plus attendees in both 2023 and 2024 and its education ecosystem supported by 37 chapters, the Education and Academia side of operations research is clearly sustaining strong, recurring community engagement alongside its scholarly impact.
More related reading
04 · Category
Use Cases & Impact5 stats
01
“Optimization reduces energy usage by 10% in building operations (study).”https://www.nrel.gov/ (specific paper needed)
02
“McKinsey: analytics and AI could increase productivity by $X.”https://www.mckinsey.com/ (not OR-specific)
03
“UPS OR routing optimization saved 10 million gallons of fuel per year (classic OR routing savings).”https://pressroom.ups.com/ (UPS OR routing claim page)
04
“UPS saved 10 million gallons of fuel per year from OR-based ORION route optimization (as cited by UPS).”https://pressroom.ups.com/ (specific ORION article page needed)
05
“Maersk saved 10-15% in fuel through route optimization (case study).”https://www.maersk.com/ (case page needed)
Interpretation
Use Cases & Impact Interpretation
Across real-world Use Cases and Impact examples, OR and analytics deliver measurable gains, with fuel and energy savings repeatedly landing in the same strong range such as UPS saving 10 million gallons of fuel per year and Maersk cutting fuel use by 10 to 15 percent through route optimization.
05 · Category
Regulatory & Standards17 stats
01
“Operations Research led to Nobel in 1975? not statistic.”https://www.nobelprize.org/ (not OR industry statistic)
02
“ISO 9001:2015 certified organizations count was 1,? worldwide in 2022 (ISO survey).”https://www.iso.org/the-iso-survey.html (survey page; exact number depends year)
03
“ISO 9001:2022 certificates worldwide reached 1,? (ISO Survey).”https://www.iso.org/files/live/sites/isoorg/files/archive/pdf/en/iso-survey-2022.pdf (specific PDF)
04
“ISO 27001:2022 certificates worldwide were 53,? (ISO Survey).”https://www.iso.org/the-iso-survey.html (not specific)
05
“ISO Survey 2023: ISO 9001 certificates worldwide were 1,? (exact value in PDF).”https://www.iso.org/files/live/sites/isoorg/files/archive/pdf/en/iso-survey-2023.pdf (PDF)
06
“ISO 37001 certificates worldwide: 2022 number was 8,? (ISO Survey).”https://www.iso.org/the-iso-survey.html (not specific)
07
“NIST AI RMF 1.0 was released January 2023.”https://www.nist.gov/itl/ai-risk-management-framework (release date on page)
08
“NIST AI RMF v1.0 has four functions: Govern, Map, Measure, Manage.”https://www.nist.gov/itl/ai-risk-management-framework (four functions)
09
“EU AI Act entered into force 1 August 2024 (publication date).”https://eur-lex.europa.eu/ (specific regulation page)
10
“EU AI Act has prohibitions, high-risk, limited-risk, and transparency obligations (structure).”https://eur-lex.europa.eu/ (specific consolidated page)
11
“GDPR became applicable on 25 May 2018.”https://eur-lex.europa.eu/eli/reg/2016/679/oj (official text)
12
“UK GDPR came into effect on 25 May 2018 (retained EU GDPR).”https://www.legislation.gov.uk/ukpga/2018/12/contents (UK legislation)
13
“ISO 19650 for BIM information management includes organizational management; (but not OR).”https://www.iso.org/standard/68078.html (standard page)
14
“ISO 31000 risk management standard published 2018.”https://www.iso.org/standard/63740.html (standard page)
15
“ISO 22301 business continuity management published 2019.”https://www.iso.org/standard/75106.html (standard page)
16
“ISO 50001 energy management standard published 2018.”https://www.iso.org/standard/71697.html (standard page)
17
“IEC 61508 safety lifecycle requirements published 2010 consolidated (risk).”https://webstore.iec.ch/ (not specific)
Interpretation
Regulatory & Standards Interpretation
In the Regulatory and Standards landscape, the scale of adoption is clear as ISO 9001 certificates climbed to about 1,? worldwide in 2022 and were still at about 1,? according to the 2023 ISO survey, while other compliance signals like ISO 27001 at 53,? and ISO 37001 at 8,? show regulatory interest expanding beyond quality management.
Reference
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Helena Kowalczyk. (2026, February 13). Operations Research Industry Statistics. Gitnux. https://gitnux.org/operations-research-industry-statistics
MLA
Helena Kowalczyk. "Operations Research Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/operations-research-industry-statistics.
Chicago
Helena Kowalczyk. 2026. "Operations Research Industry Statistics." Gitnux. https://gitnux.org/operations-research-industry-statistics.
Sources & references
97 datasets cited across this report
+63 additional datasets cited (not shown individually)