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NAICS Code· 541712

NAICS 541712: Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology)

NAICS 541712 – Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) encompasses a broad spectrum of scientific inquiry and technical innovation focused on advancing knowledge in physics, chemistry, materials science, mechanical and electrical engineering, environmental science, and non-biotech life sciences. This sector supports federal missions through fundamental and applied R&D, including prototype development, laboratory testing, computational modeling, sensor design, and systems validation. Contractors in this space deliver specialized technical services to solve complex challenges in defense systems, space exploration, energy infrastructure, and environmental monitoring, often under contract to agencies requiring high-precision, evidence-based solutions. It is a critical enabler of technological superiority and regulatory compliance across the federal landscape. Top contractors in this NAICS include Deloitte Consulting LLP, AECOM Technical Services, Inc., and Merrill Corporation, representing a mix of large primes with deep engineering and scientific capabilities and firms offering specialized R&D program management, data analytics, and technical documentation services. These organizations typically operate through multidisciplinary teams of Ph.D.-level scientists, systems engineers, and compliance experts, competing for complex, long-term task orders requiring security clearances and advanced technical certifications. The Department of Defense, Department of Health and Human Services, National Aeronautics and Space Administration, and Department of Homeland Security are the primary federal buyers, funding projects ranging from advanced materials for hypersonics and radiation-hardened electronics to environmental remediation technologies and public health surveillance systems. These agencies prioritize R&D that bridges laboratory innovation with operational deployment. The competitive landscape is highly technical and credential-intensive, favoring firms with proven track records in government-funded labs, university partnerships, and ISO/AS9100-compliant processes. Opportunities are concentrated in areas requiring dual-use technologies, such as autonomous systems, energy resilience, and sensor fusion, with increasing demand for agile, iterative R&D approaches aligned with modern acquisition frameworks.Show more

NAICS 541712 – Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) encompasses a broad spectrum of scientific inquiry and technical innovation focused on advancing knowledge in physics, chemistry, materials science, mechanical and electrical engineering, environmental science, and non-biotech life sciences. This sector supports federal missions through fundamental and applied R&D, including prototype development, laboratory testing, computational modeling, sensor design, and systems validation.

7
Active Contracts
$801.1M
Total Obligations (12mo)
707
Awarded Contracts (12mo)
382
Contractors Awarded (12mo)
2
Median Bidders per Award
-81.5%
YoY Growth

Industry Spending Overview

Federal obligations, top contractors and agencies, and related industry codes for NAICS 541712.

AI Industry Description

NAICS 541712 – Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) encompasses a broad spectrum of scientific inquiry and technical innovation focused on advancing knowledge in physics, chemistry, materials science, mechanical and electrical engineering, e...

NAICS 541712 – Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) encompasses a broad spectrum of scientific inquiry and technical innovation focused on advancing knowledge in physics, chemistry, materials science, mechanical and electrical engineering, environmental science, and non-biotech life sciences. This sector supports federal missions through fundamental and applied R&D, including prototype development, laboratory testing, computational modeling, sensor design, and systems validation. Contractors in this space deliver specialized technical services to solve complex challenges in defense systems, space exploration, energy infrastructure, and environmental monitoring, often under contract to agencies requiring high-precision, evidence-based solutions. It is a critical enabler of technological superiority and regulatory compliance across the federal landscape. Top contractors in this NAICS include Deloitte Consulting LLP, AECOM Technical Services, Inc., and Merrill Corporation, representing a mix of large primes with deep engineering and scientific capabilities and firms offering specialized R&D program management, data analytics, and technical documentation services. These organizations typically operate through multidisciplinary teams of Ph.D.-level scientists, systems engineers, and compliance experts, competing for complex, long-term task orders requiring security clearances and advanced technical certifications. The Department of Defense, Department of Health and Human Services, National Aeronautics and Space Administration, and Department of Homeland Security are the primary federal buyers, funding projects ranging from advanced materials for hypersonics and radiation-hardened electronics to environmental remediation technologies and public health surveillance systems. These agencies prioritize R&D that bridges laboratory innovation with operational deployment. The competitive landscape is highly technical and credential-intensive, favoring firms with proven track records in government-funded labs, university partnerships, and ISO/AS9100-compliant processes. Opportunities are concentrated in areas requiring dual-use technologies, such as autonomous systems, energy resilience, and sensor fusion, with increasing demand for agile, iterative R&D approaches aligned with modern acquisition frameworks.

Top Contractors

Companies with the highest total award value under NAICS 541712, ranked by dollars won.

Competition

How many companies historically bid on federal awards in NAICS 541712, from bidder counts reported on USAspending.

Fewer Bidders

Median under 3 bidders per reported award. · 85,642 reported awards

Median Bidders

2

Per reported award, all-time

Single-Bid Awards

41%

Share of reported awards with one bidder

10+ Bidder Awards

26%

Share of reported awards with 10+ bidders

Reported Awards

85,642

81% of 105,578 total awards

Bidder Count Distribution by Fiscal Year

Share of reported awards in each bidder-count bracket per federal fiscal year.

How this code compares up the NAICS hierarchy. Parent cohorts pool every code under their prefix, so they are the steadier baseline when a 6-digit sample is thin.

Industry FamilyCompetitionMedian BiddersSingle-BidBidder MixReported Awards
541712This Code
Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology)
Fewer Bidders241%
85,64281% of 105,578
54171NAICS Industry
Fewer Bidders242%
247,42182% of 300,585
5417Industry Group
Scientific Research and Development Services
Fewer Bidders240%
283,80383% of 340,244
541Subsector
Fewer Bidders249%
2,932,60485% of 3,435,678
54Sector
Professional, Scientific, and Technical Services
Fewer Bidders249%
2,932,60485% of 3,435,678

Bidder counts reported on past federal awards in this NAICS (USAspending). An open opportunity has no bidders yet, so this is the historical norm for similar work, not a fact about this solicitation. Not all awards report bidder counts, and fewer bidders often means incumbent-held work rather than an easier win. Federal reporting of bidder counts fell from ~96% of awards (FY2016) to ~30% (FY2018 onward); the chart shows shares of reported awards, and washed-out stretches mark years with fewer than 30 of them.

Related NAICS Codes

Industries similar to Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology), by shared sector, subsector, and industry group.

Research and Development in Nanotechnology

This U.S. industry comprises establishments primarily engaged in conducting nanotechnology research ...
541713Same Industry GroupHigh Similarity

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541714Same Industry GroupHigh Similarity

Research and Development in the Physical, Engineering, and Life Sciences (except Nanotechnology and Biotechnology)

This U.S. industry comprises establishments primarily engaged in conducting research and experimenta...
541715Same Industry GroupHigh Similarity

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This industry comprises establishments primarily engaged in conducting research and analyses in cogn...
541720Same Industry GroupHigh Similarity

Offices of Lawyers

This industry comprises offices of legal practitioners known as lawyers or attorneys (i.e., counselo...
541110Same SubsectorMedium Similarity

Offices of Notaries

This industry comprises establishments (except offices of lawyers and attorneys) primarily engaged i...
541120Same SubsectorMedium Similarity

title Abstract and Settlement Offices

This U.S. industry comprises establishments (except offices of lawyers and attorneys) primarily enga...
541191Same SubsectorMedium Similarity

All Other Legal Services

This U.S. industry comprises establishments of legal practitioners (except offices of lawyers and at...
541199Same SubsectorMedium Similarity

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NAICS 541712 FAQ

Frequently Asked Questions

NAICS code 541712 covers Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology). NAICS 541712 – Research and Development in the Physical, Engineering, and Life Sciences (except Biotechnology) encompasses a broad spectrum of scientific inquiry and technical innovation focused on advancing knowledge in physics, chemistry, materials science, mechanical and electrical engineering, environmental science, and non-biotech life sciences. This sector supports federal missions through fundamental and applied R&D, including prototype development, laboratory testing, computational modeling, sensor design, and systems validation. Contractors in this space deliver specialized technical services to solve complex challenges in defense systems, space exploration, energy infrastructure, and environmental monitoring, often under contract to agencies requiring high-precision, evidence-based solutions. It is a critical enabler of technological superiority and regulatory compliance across the federal landscape. Top contractors in this NAICS include Deloitte Consulting LLP, AECOM Technical Services, Inc., and Merrill Corporation, representing a mix of large primes with deep engineering and scientific capabilities and firms offering specialized R&D program management, data analytics, and technical documentation services. These organizations typically operate through multidisciplinary teams of Ph.D.-level scientists, systems engineers, and compliance experts, competing for complex, long-term task orders requiring security clearances and advanced technical certifications. The Department of Defense, Department of Health and Human Services, National Aeronautics and Space Administration, and Department of Homeland Security are the primary federal buyers, funding projects ranging from advanced materials for hypersonics and radiation-hardened electronics to environmental remediation technologies and public health surveillance systems. These agencies prioritize R&D that bridges laboratory innovation with operational deployment. The competitive landscape is highly technical and credential-intensive, favoring firms with proven track records in government-funded labs, university partnerships, and ISO/AS9100-compliant processes. Opportunities are concentrated in areas requiring dual-use technologies, such as autonomous systems, energy resilience, and sensor fusion, with increasing demand for agile, iterative R&D approaches aligned with modern acquisition frameworks.

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