Assesses AI systems for bias, safety, privacy and legal risk, and builds the policies and review processes that govern how an organization uses AI. BLS does not publish separate figures for management analysts; it counts them within management analyst (SOC 13-1111), whose median pay is $101,860 a year (BLS OEWS, May 2025). Typical entry-level education: Bachelor's degree.
- SOC 13-1111
- Business and Financial Operations
- Last updated October 9, 2026
At a glance
Responsible AI Specialist in four numbers
- Median pay
- $101,860a year, or $48.97/hrBLS OEWS, May 2025Lowest 10% $61KTop 10% $172K
US median, all jobs: $50,980
- Projected growth
- +10.1%Much faster than averageBLS EP, 2025–2035This career+10.1%All jobs+3.5%
Projected employment change, 2025–2035 Item Value This career +10.1% All jobs +3.5% - Openings a year
- 94,1001,077,100 jobs todayBLS EP, 2025–2035
- Jobs in 20251.1M
- Projected 20351.2M
Employment, 2025–2035 Item Value Jobs in 2025 1.1M Projected 2035 1.2M - Typical education
- Bachelor'sneeded to enterBLS EP, 2025–2035; mix: O*NET
- Some college9.5%
- Bachelor's57.1%
- Post-bacc certificate9.5%
- Master's23.8%
Highest education held by management analysts Segment Value Some college 9.5% Bachelor's 57.1% Post-bacc certificate 9.5% Master's 23.8%
Also advertised as: AI Ethicist, AI Governance Specialist, AI Policy Analyst, Responsible AI Program Manager, AI Risk Analyst.
Pay
How much do Management Analysts make?
Every responsible ai specialist in the US, by percentile of annual wage
Median
$101,860
Middle half earn $77,950 to $133,370
- 10th
- $60,640
- 25th
- $77,950
- 75th
- $133,370
- 90th
- $171,640
All US occupations: $50,980
| Percentile | Value |
|---|---|
| 10th | $60,640 |
| 25th | $77,950 |
| Median | $101,860 |
| 75th | $133,370 |
| 90th | $171,640 |
| All US occupations | $50,980 |
Source: BLS OEWS, May 2025
- Median annual wage
- $101,860
- Median hourly wage
- $48.97/hr
- Mean annual wage
- $113,790
- People employed
- 898,280
Versus all US occupations
At $101,860, Management Analysts earn 100% above the $50,980 median across all US occupations, a difference of $50,880 a year.
Versus business and financial operations occupations
Inside the Business and Financial Operations group, where the middle occupation pays $80,730, this is 26% above the group median.
Pay range
The top 10% earn $171,640 or more while the bottom 10% earn $60,640, a gap of 2.8×. That is a typical spread for a US occupation.
Rank in the bank
This median pays more than 73% of the 1,741 occupations in the NueCareer career bank.
Highest-paying state
Massachusetts pays the most at $134,720, and still leads at $127,386 once local prices are taken into account.
Pay by state
Which states pay Management Analysts the most?
State medians come from the same OEWS release as the national figures. The cost-of-living column divides each state median by that state's BEA Regional Price Parity, restating pay in national-average dollars so a high-cost state and a low-cost one can be compared directly.
| State | Median | COL-adjusted | Employed |
|---|---|---|---|
| 1Massachusetts | $134,720 | $127,386 | 30,060 |
| 2District of Columbia | $126,140 | $114,776 | 19,000 |
| 3Maryland | $121,680 | $115,931 | 19,170 |
| 4Virginia | $117,580 | $116,296 | 59,620 |
| 5New York | $112,250 | $104,011 | 69,150 |
| 6Washington | $109,170 | $102,016 | 24,760 |
| 7Alabama | $108,040 | $121,635 | 4,900 |
| 8Vermont | $107,520 | $109,761 | 730 |
| 9New Jersey | $105,820 | $97,257 | 22,080 |
| 10Connecticut | $104,960 | $101,303 | 8,000 |
Job outlook
Is Responsible AI Specialist a growing career?
Employment change over 2025–2035, against every US occupation
Much faster than average. +10.1% projected growth vs 3.5% for all occupations.
| Item | Value |
|---|---|
| Management Analysts | +10.1% |
| All US occupations | +3.5% |
Source: BLS EP, 2025–2035
Much faster than average
BLS projects employment of Management Analysts to change 10.1% over 2025–2035, roughly 2.9× the 3.5% projected for all occupations. That is 109,200 more jobs.
Annual openings
About 94,100 openings are projected each year, 8.7% of the 1,077,100 jobs that existed in 2025. Most come from workers leaving the occupation, not from growth alone.
Getting in
How to become a Responsible AI Specialist
People enter from law, public policy, philosophy, data science, compliance, privacy and machine learning engineering. A bachelor's degree is the minimum, and many hold a master's, JD or PhD. Enough technical literacy to understand how models are trained and evaluated is essential, even for policy-focused roles.
The International Association of Privacy Professionals offers the Artificial Intelligence Governance Professional (AIGP) certification, which has become a common credential. Studying the NIST AI Risk Management Framework and related guidance is core preparation. Many specialists start in privacy, trust and safety, or compliance roles and take on AI reviews as the work grows.
- 1
Typical entry-level education
Bachelor's degree
- 2
Work experience in a related occupation
Less than 5 years
- 3
Typical on-the-job training
None
- 4
Preparation needed (O*NET job zone)
Medium preparation
BLS Employment Projections, 2025–2035; job zone from O*NET 31.0 Database.
What education people in the job have
O*NET incumbent survey: the highest level of education reported by people already working as management analysts.
- Bachelor's Degree57.1%
- Master's Degree23.8%
- Some College Courses9.5%
- Post-Baccalaureate Certificate9.5%
| Item | Value |
|---|---|
| Bachelor's Degree | 57.1% |
| Master's Degree | 23.8% |
| Some College Courses | 9.5% |
| Post-Baccalaureate Certificate | 9.5% |
Source: O*NET 31.0 Database
The work
What does a Responsible AI Specialist do?
Responsible AI specialists help organizations use artificial intelligence without causing harm or breaking the law. They review proposed AI uses, from hiring tools to customer chatbots, and ask hard questions: Could this model treat some groups unfairly? Can its decisions be explained? What data was it trained on, and was it collected legally? What happens if it gets things wrong?
They turn those questions into processes: impact assessments, model documentation, testing requirements, approval steps and incident reporting. They track rules such as the EU AI Act and US state AI laws, and map company practice to frameworks like the NIST AI Risk Management Framework. The role sits between engineering, legal, compliance and leadership.
Day-to-day tasks
- Review proposed AI systems for ethical and legal risk
- Run algorithmic impact and bias assessments
- Write AI use policies and governance procedures
- Map practices to the NIST AI Risk Management Framework
- Track new AI laws and regulations
- Work with engineers on fairness and transparency testing
- Train staff on responsible AI requirements
- Investigate and document AI incidents
Typical tasks, researched by NueCareer from the sources below.
Working conditions and hours
Responsible AI specialists work at technology companies, banks, insurers, healthcare organizations, consultancies, think tanks and government agencies. The work is desk-based, with heavy reading, writing and meeting time. Many roles are remote or hybrid. The pace follows product launches and new regulations.
Where the work happens
Indoors, climate-controlled
NeverEvery dayOutdoors in all weather
NeverEvery day
Physical demands
Sitting
NeverAlmost all the timeSeated for more than half the working day.
Standing
NeverAlmost all the timeBending or twisting
NeverAlmost all the time
Working with people
Contact with other people
NoneConstantFace-to-face discussions
NeverEvery dayFace-to-face discussions every day.
Dealing with the public
Not importantExtremely important
Pressure and stakes
Strict deadlines
NeverEvery dayMeeting strict deadlines at least weekly.
Conflict situations
NeverEvery dayCost of a mistake
Not seriousExtremely serious
Autonomy
Freedom to decide
NoneA lotA lot of freedom to make decisions without checking first.
Conditions: O*NET Work Context survey. Each item has its own scale, so each dot is read against the two answers that end its own line.
Core skills
O*NET importance, 1 to 5
- Reading Comprehension4.1
- Active Listening4.1
- Critical Thinking4.1
- Writing4.0
- Speaking4.0
- Monitoring3.9
- Active Learning3.3
- Mathematics3.0
| Item | Value |
|---|---|
| Reading Comprehension | 4.1 |
| Active Listening | 4.1 |
| Critical Thinking | 4.1 |
| Writing | 4.0 |
| Speaking | 4.0 |
| Monitoring | 3.9 |
| Active Learning | 3.3 |
| Mathematics | 3.0 |
Source: O*NET 31.0 Database
Transferable skills
O*NET importance, 1 to 5
- Complex Problem Solving4.0
- Judgment and Decision Making4.0
- Social Perceptiveness3.9
- Coordination3.9
- Systems Evaluation3.9
- Systems Analysis3.8
- Persuasion3.5
- Instructing3.3
| Item | Value |
|---|---|
| Complex Problem Solving | 4.0 |
| Judgment and Decision Making | 4.0 |
| Social Perceptiveness | 3.9 |
| Coordination | 3.9 |
| Systems Evaluation | 3.9 |
| Systems Analysis | 3.8 |
| Persuasion | 3.5 |
| Instructing | 3.3 |
Source: O*NET 31.0 Database
Tools and software
- Analytical or scientific software · in demand
- Application server software · in demand
- Business intelligence and data analysis software · in demand
- Cloud-based management software · in demand
- Configuration management software · in demand
- Content workflow software · in demand
- Customer relationship management CRM software · in demand
- Data base management system software · in demand
- Data base reporting software · in demand
- Data base user interface and query software · in demand
- Data mining software · in demand
- Desktop publishing software · in demand
“In demand” marks an O*NET Employer-Based Hot Technology, software named in real job postings for this occupation.
Personality fit
What personality type suits a Responsible AI Specialist?
NueCareer estimate (Holland code ISE) built on O*NET's Management Analyst profile, scored 1 to 7
| Axis | Responsible AI Specialist |
|---|---|
| Realistic | 1 |
| Investigative | 6 |
| Artistic | 2 |
| Social | 4 |
| Enterprising | 5 |
| Conventional | 6 |
Source: O*NET 31.0 Database
What the work is built around
Day to day this is work built around investigating, analysing and solving problems with ideas and data, combined with organising, following procedures and working precisely with data.
- Investigative5.6
- Conventional5.5
- Enterprising4.8
- Social3.6
- Artistic1.6
- Realistic1.4
Closest MBTI types
NueCareer fit scores: cosine similarity between each MBTI type's interest vector and this occupation's O*NET interest profile. Not a BLS or O*NET figure; the method is documented on our methodology page.
Explore further
Careers related to Responsible AI Specialist
O*NET related occupations
- Business and Financial Operations
- Business and Financial Operations
- Computer and Mathematical
- Computer and Mathematical
- Computer and Mathematical
- Computer and Mathematical
More business and financial operations careers
Median annual pay, with management analysts highlighted
- Financial Advisor$105,070
- Responsible AI Specialist$101,860
- Accountant$83,680
- Insurance Underwriter$81,370
- Coroner$80,730
- Claims Adjuster, Examiner, and Investigator$78,000
- Loan Officer$76,690
- Human Resources Specialist$75,940
- Appraiser and Assessor of Real Estate$67,960
| Item | Value |
|---|---|
| Financial Advisor | $105,070 |
| Responsible AI Specialist | $101,860 |
| Accountant | $83,680 |
| Insurance Underwriter | $81,370 |
| Coroner | $80,730 |
| Claims Adjuster, Examiner, and Investigator | $78,000 |
| Loan Officer | $76,690 |
| Human Resources Specialist | $75,940 |
| Appraiser and Assessor of Real Estate | $67,960 |
Source: BLS OEWS, May 2025
Lists Responsible AI Specialist appears on
Questions
Responsible AI Specialist: frequently asked questions
How much do Management Analysts make?
BLS does not publish a separate wage for management analysts. It counts them within management analyst, whose median pay is $101,860 a year (BLS OEWS, May 2025). The middle half of that occupation earn between $77,950 and $133,370, and the top 10% earn $171,640 or more.
Do you need a degree to become a Responsible AI Specialist?
Yes. BLS reports a bachelor's degree as the typical entry-level education for Management Analysts, and O*NET rates the preparation needed as medium preparation. Employers typically expect less than 5 years of related work experience first. In O*NET's survey of people already doing the job, 57.1% hold bachelor's degree.
Is Responsible AI Specialist a growing career?
Yes, strongly. Employment is projected to grow 10.1% over 2025–2035, more than double the 3.5% projected for all occupations (BLS EP, 2025–2035). BLS still projects about 94,100 openings a year, mostly from workers retiring or moving to other work.
What does a Responsible AI Specialist do?
Responsible AI specialists help organizations use artificial intelligence without causing harm or breaking the law. A typical task: review proposed AI systems for ethical and legal risk. Employers most often ask for Analytical or scientific software, Application server software, Business intelligence and data analysis software.
Which states pay Management Analysts the most?
The highest state medians for Management Analysts are Massachusetts ($134,720), District of Columbia ($126,140), Maryland ($121,680) (BLS OEWS, May 2025).
What personality type suits a Responsible AI Specialist?
O*NET scores Management Analysts highest on the Investigative, Conventional and Enterprising interest areas, so the work mixes investigating, analysing and solving problems with ideas and data with organising, following procedures and working precisely with data. On NueCareer's MBTI-to-interest mapping the closest types are ESTJ, ENTJ, ISTJ. Personality is a fit signal, not a gate. The free NueCareer quiz scores your own profile against all 1,731 careers in the bank.