Uncrewed and Autonomous Systems
Uncrewed and Autonomous Systems
Emerging Industries & New Careers
Uncrewed and Autonomous Systems workers build, operate and maintain vehicles and machines that sense, decide and act with limited direct control.
What You Would Do
- Uncrewed and Autonomous Systems workers build
- Operate and maintain vehicles and machines that sense
- Decide and act with limited direct control
- Apply ethical standards and explain methods
- Evidence
- Limits and decisions clearly
The exact work depends on the underlying occupation, employer, technology maturity, regulations and project stage.
Types of Work You Could Explore
Robotics — Develop, integrate or support machines that sense, decide and act.
Drones — Operate or support uncrewed aircraft and mission equipment.
Sensors — Select, install, calibrate or use devices that measure physical conditions.
Navigation — Explore navigation. Learn what it contributes, the tools and methods involved, and how it connects with the larger uncrewed and autonomous systems field.
Controls — Explore controls. Learn what it contributes, the tools and methods involved, and how it connects with the larger uncrewed and autonomous systems field.
Perception — Explore perception. Learn what it contributes, the tools and methods involved, and how it connects with the larger uncrewed and autonomous systems field.
Testing — Measure behavior or performance and compare results with requirements.
Maintenance — Inspect, service and restore equipment or systems already in use.
Safety — Identify hazards, verify controls and support safe operation.
You do not have to choose a specialty before you begin. Job titles and specialty names vary among employers and training programs, and one job may include more than one type of work.
Who Might Like This Career
This career may appeal to you if you are interested in robotics, drones, sensors. It can be a good fit for people who enjoy careful problem solving, accurate work, learning how complex technologies and real operating conditions connect and seeing a clear result from their effort.
Where You Could Work
factories, farms, warehouses, test ranges, roads, laboratories and field sites.
Work Conditions and Safety
Some laboratory, manufacturing, energy, aviation, field and infrastructure assignments may involve chemicals, biological materials, radiation, electricity, pressure systems, machinery, heights or outdoor conditions. Required training, engineering controls and protective equipment vary by assignment.
Pay and Job Outlook
Median annual pay: $120,230 in May 2025 for data scientists, a related comparison occupation.
These are national U.S. figures for the occupation or comparison group named above, not a promised starting salary. Pay can vary considerably by location, experience, specialty, overtime, union agreement, employer, role, location, experience, education, portfolio or credentials and industry conditions. People starting the career commonly earn less than experienced workers; paid training programs may increase wages as skills grow.
U.S. Bureau of Labor Statistics career and pay information
Skills You Can Start Building
- Uncrewed and Autonomous Systems workers build, operate and maintain vehicles and machines that sense, decide and act with limited direct control
- Apply ethical standards and explain methods, evidence, limits and decisions clearly
- Learn the scientific, technical and regulatory foundations of the specialty
- Build, operate, test or analyze systems using documented procedures
- Use data and instruments to find problems and verify performance
- Work across engineering, software, operations, safety and business teams
- Document uncertainty, risks, changes and results for review
How Uncrewed and Autonomous Systems Work Is Changing
Automation, advanced sensors, simulation, connected systems and rapid prototyping are changing how these fields move from research to real-world use.
AI may support design, simulation, monitoring, diagnostics and optimization. Teams must test performance, security, safety and bias; protect data; document limits; and keep qualified people accountable for deployment decisions.
Emerging technology still depends on people who can understand real operating conditions, test performance, recognize risk, document results and make accountable decisions.
Education and Training
Preparation varies widely: paid entry work, CTE, apprenticeship, military or employer training may fit technician and operations roles, while research, engineering and specialized computing roles commonly require a bachelor’s degree or graduate education.
Career Pathways and Apprenticeship Availability
Typical pathway: Employer training and related paid experience are common; apprenticeship availability varies.
Robotics, mechatronics and drone apprenticeships may apply. Commercial drone pilots generally need FAA remote-pilot certification.
A Registered Apprenticeship follows an approved training plan and combines paid work, supervised learning, related instruction and progressive skill development. Some employers use the word apprenticeship for paid programs that are not registered. Ask the sponsor which type it is and what credential, wage progression and job it provides.
Licenses and Certifications
Requirements depend on the underlying occupation and setting. Aviation, energy, health, laboratory, electrical, construction and cybersecurity work may require licenses, clearances or industry credentials even when the emerging specialty title itself is not regulated.
Look up licenses in your state
Career Pathways to Learn Uncrewed and Autonomous Systems and Gain Experience
Apprenticeship — Learn through real paid work with experienced workers who teach and guide you, supported by technical instruction and a structure for developing and measuring progress. Some apprenticeships are Registered Apprenticeships; others are not.
Entry-Level Jobs — Gain paid experience with tools, equipment, customer service, safety and workplace practices through beginning work in the field.
Youth Apprenticeship — Begin developing career skills through work while continuing high-school education where a suitable program is available.
Career and Technical Education CTE — Build technical foundations through engineering, computing, advanced manufacturing, energy, biotechnology, aviation or skilled-trades programs.
Pre-Apprenticeship — Learn introductory skills, safety and workplace expectations while preparing for apprenticeship or employment. Verify that the program connects participants with real employers and does not charge tuition simply for possible access to an apprenticeship.
Co-op — Combine education with career-related work experience through a high school, CTE program, community college or other educational program.
Paid Work-Based Learning — Get paid to do real work for an employer while learning skills and gaining experience related to the career.
Employer, Vendor or Laboratory Training — Learn the specific equipment, software, processes, quality systems and safety requirements used by an organization.
From Learning to Experienced Work
Skills develop through practice and experience. People who are new to the work usually receive more instruction and supervision. As they demonstrate skill, judgment and reliability, they take on more difficult work, greater responsibility and more independent assignments.
A common progression: Learn → Practice → Gain Experience → Build Confidence → Take on More Responsibility → Work More Independently
Experienced workers may eventually supervise work or teach and guide newer workers, trainees and apprentices.
Where This Career Can Lead
With experience and the necessary education or credentials, you may deepen a technical specialty, lead testing or operations, integrate systems, manage risk or quality, train teams, direct programs or help move a technology from pilot work to dependable use.
Questions to Ask Before You Apply
- Is this a paid job from the beginning?
- Is it a Registered Apprenticeship, an employer-run apprenticeship, another training program or a regular job with training?
- What equipment and work will I learn, and who will teach me on the job?
- How does pay increase as I gain skills?
- Who provides the classes, and can I earn college credit or an industry credential?
- What tools, transportation, physical requirements, licenses, background checks or costs should I expect?
Explore related careers
Consider these careers with overlapping tools, materials, systems or work settings:
Quantum Technology
Extended Reality and Spatial Computing
Digital-Twin Technology
Climate Technology
Carbon Management
Circular-Economy Operations
Advanced Battery Technology
Explore opportunities
Search apprenticeships and programs on Apprenticeship.com
Explore Apprenticeship.com state apprenticeship guides
Learn more from official career resources