Interested in this Data Scientist role at U.S. Immigration and Customs Enforcement?
Apply Now →About This Role
Summary
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View Common Definitions of terms found in this announcement.
Organizational Location: These positions are located in the Department of Homeland Security, U.S. Immigration and Customs Enforcement, Chief Financial Officer, in Washington, District of Columbia.
These are non\-bargaining unit positions.
Learn more about this agency
This job is open to
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### The public
U.S. Citizens, Nationals or those who owe allegiance to the U.S.
### Career transition (CTAP, ICTAP, RPL)
Federal employees whose job, agency or department was eliminated and are eligible for priority over other applicants.
### Clarification from the agency
These positions will be filled through the Office of Personnel Management's Direct Hire Authority for the occupation and is open to all U.S. citizens.
Duties
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As an Data Scientist, GS\-14 you will perform the following duties:
- Extract insights from a wide range of qualitative and quantitative data to inform budgetary and financial decisions by identifying and collecting data from various sources, performing data cleaning and wrangling, conducting data analyses, interpreting findings, and presenting results to audiences, including the OCFO leadership.
- Coordinates with stakeholders to collect requirements and develop data products, such as forecast models, cost projection calculators, interactive dashboards, automated reports, and performance outcome (KPI) visualizations.
- Coordinates with data owners to secure data access, discusses data sharing agreements, and performs data engineering tasks to prepare reliable quality data for analyses.
- Studies the current operational workflow, evaluates opportunities for automation, designs and develops automated processes, and promotes end user adoption.
- Conducts end user training and outreach to strengthen the data analytics capabilities of OCFO.
Requirements
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### Conditions of employment
- You must be a U.S. citizen to apply for this position.
- You must successfully pass a background investigation.
- You must successfully pass a drug screen.
- Males born after 12/31/59 must certify registration with Selective Service.
- Requirements by Closing Date: Unless otherwise noted, you must meet all requirements by the closing date of the announcement.
- Probationary Period: This is a full\-time permanent position (Career/Career\-Conditional appointment). Upon appointment to this position, you may be required to serve a one\-year probationary period.
### Qualifications
*Please limit your resume to 2 pages. If more than 2 pages are submitted, only the first 2 pages will be reviewed to determine your eligibility/qualifications.*
IN DESCRIBING YOUR EXPERIENCE, PLEASE BE CLEAR AND SPECIFIC. WE WILL NOT MAKE ASSUMPTIONS REGARDING YOUR EXPERIENCE.
Do not copy and paste the duties, specialized experience, or occupational assessment questionnaire from this announcement into your resume as that will not be considered a demonstration of your qualifications for this position.
The Office of Personnel Management (OPM), Individual Occupational Requirements (IORs) for the Data Scientist, 1560 series are as follows:
Degree: Mathematics, statistics, computer science, data science or field directly related to the position. The degree must be in a major field of study (at least at the baccalaureate level) that is appropriate for the position.
OR
Combination of education and experience: Courses equivalent to a major field of study (30 semester hours) as shown in paragraph A above, plus additional education or appropriate experience.
IN ADDITION TO MEETING THE ABOVE BASIC EDUCATIONAL REQUIREMENTS, YOU MUST ALSO MEET THE FOLLOWING MINIMUM QUALIFICATIONS:
You qualify for the GS\-14 grade level if you possess one (1\) year of specialized experience at the GS\-13 grade level or equivalent performing duties such as:
- Plans and conducts special studies to answer ad\-hoc inquiries from leadership;
- Builds tools/apps to support the collection of data for further analysis;
- Participates in drafting data management and governance strategies.
Qualification requirements must be met by the closing date of this announcement. Qualification claims will be subject to verification.
National Service Experience (i.e., volunteer experience): Experience refers to paid and unpaid experience, including volunteer work done through National Service programs (e.g., Peace Corps, AmeriCorps) and other organizations (e.g., professional; philanthropic; religious; spiritual; community, student, social). Volunteer work helps build critical competencies, knowledge, and skills and can provide valuable training and experience that translates directly to paid employment. You will receive credit for all qualifying experience, including volunteer experience.
Current or Former Political Appointees: The Office of Personnel Management (OPM) must authorize employment offers made to current or former political appointees. If you are currently, or have been within the last 5 years, a political Schedule A, Schedule C, Non\-career SES or Presidential Appointee employee in the Executive Branch, you must disclose this information to the Human Resources Office.
The Department of Homeland Security encourages persons with disabilities to apply, to include persons with intellectual, severe physical or psychiatric disabilities, as defined by 5 CFR 213\.3102(u), and/or Disabled Veterans with a compensable service\-connected disability of 30 percent or more as defined by 5 CFR 315\.707\. Veterans, Peace Corps, VISTA volunteers, and persons with disabilities possess a wealth of unique talents, experiences, and competencies that can be invaluable to the DHS mission. If you are a member of one of these groups, you may not have to compete with the public for federal jobs. To determine your eligibility for non\-competitive appointment and to understand the required documentation, click on the links above or contact the Servicing Human Resources Office listed at the bottom of this announcement.
### Education
\*For GS\-14 Education: There is no education substitution for this grade level
### Additional information
This position is at the full performance level.
E\-Verify: DHS uses E\-Verify, an Internet\-based system, to confirm the eligibility of all newly hired employees to work in the United States. Learn more about E\-Verify, including your rights and responsibilities.
Suitability: If you receive a conditional offer of employment for this position, you will be required to complete an Optional Form 306, Declaration for Federal Employment, and to sign and certify the accuracy of all information in your application, prior to entry on duty. False statements on any part of the application may result in withdrawal of offer of employment, dismissal after beginning work, fine, or imprisonment.
Background Investigation: To ensure the accomplishment of our mission, DHS requires every employee to be reliable and trustworthy. To meet these standards, all selected applicants must undergo and successfully obtain and maintain a background investigation for Public Trust as a condition of placement into this position. This may include a credit check, a review of financial issues such as delinquency in the payment of debts, child support and/or tax obligations, as well as certain criminal offenses and illegal use or possession of drugs.
Reasonable Accommodation (RA) Requests: If you believe you have a disability (i.e., physical or mental), covered by the Rehabilitation Act of 1973 as amended that would interfere with completing the USA Hire Competency Based Assessments, you will be granted the opportunity to request a RA in your online application. Requests for RA for the USA Hire Competency Based Assessments and appropriate supporting documentation for RA must be received prior to starting the USA Hire Competency Based Assessments. Decisions on requests for RA are made on a case\-by\-case basis. If you meet the minimum qualifications of the position, after notification of the adjudication of your request, you will receive an email invitation to complete the USA Hire Competency Based Assessments, based on your adjudication decision. You must complete all assessments within 48 hours of receiving the URL to access the USA Hire Competency Based Assessments if you received the link after the close of the announcement. To determine if you need a RA, please review the Procedures for Requesting a Reasonable Accommodation for Online Assessments. (https://appsupport.usastaffing.gov/hc/en\-us/sections/28980686389652\-Reasonable\-Accommodation\-Information)
Note: One or more positions may be filled using this vacancy announcement. Applying to this announcement certifies that you give permission for DHS to share your application with others in DHS for similar positions.
A student loan repayment incentive may be available, in which case a service agreement will be required.
Candidates should be committed to improving the efficiency of the Federal government, passionate about the ideals of our American republic, and committed to upholding the rule of law and the United States Constitution.
Benefits
========
A career with the U.S. government provides employees with a comprehensive benefits package. As a federal employee, you and your family will have access to a range of benefits that are designed to make your federal career very rewarding. Opens in a new windowLearn more about federal benefits.
DHS offers competitive salaries and an attractive benefits package, including: health, dental, vision, life, and long\-term care insurance; retirement plan; Thrift Savings Plan \[similar to a 401(k)]; Flexible Spending Account; Employee Assistance Program; personal leave days; and paid federal holidays. Other benefits may include: flexible work schedules; tuition reimbursement; transportation subsidies; uniform allowance; health and wellness programs; and fitness centers. DHS is committed to employee development and offers a variety of employee training and developmental opportunities. For more information, go to the DHS Careers website and select "Benefits." Disabled veteran leave will be available to any Federal employee hired on or after November 5, 2016, who is a veteran with a service\-connected disability rating of 30 percent or more.
Review our benefits
Eligibility for benefits depends on the type of position you hold and whether your position is full\-time, part\-time or intermittent. Contact the hiring agency for more information on the specific benefits offered.
How you will be evaluated
-----------------------------
You will be evaluated for this job based on how well you meet the qualifications above.
You will be evaluated based on how well you meet the qualifications listed in this vacancy announcement. Your qualifications will be evaluated based on your application materials (e.g., resume, supporting documents), your responses on the application questionnaire, and your responses to all assessments required for this position.
You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):
- Attention to Detail
- Customer Service
- Decision Making
- Flexibility
- Influencing/Negotiating
- Integrity/Honesty
- Interpersonal Skills
- Learning
- Reasoning
- Self\-Management
- Stress Tolerance
- Teamwork
In order to be considered for this position, you must complete all required steps in the process. In addition to the application and application questionnaire, this position requires an online assessment. The online assessment measures critical general competencies required to perform the job.
Overstating your qualifications and/or experience in your application materials or application questionnaire may result in your removal from consideration. Cheating on an assessment may also result in your removal from consideration.
We will review your resume and supporting documentation to ensure you meet the minimum qualification requirements.
Direct Hire Authority: These positions will be filled through the Office of Personnel Management's Direct Hire Authority. The "Rule of Three", Category Rating and Veterans Preference will not apply to this vacancy. For more information on Direct Hire Authority, please see: OPM Direct Hire Fact Sheet.
Veterans: Although the Direct Hire Authority permits hiring without regard to Veterans Preference, applicants who are eligible for Veterans Preference are still encouraged to include that information in their application and submit supporting documentation (i.e. DD\-214, or other substantiating documents). Staffing Policy View information on veterans' preference.
Interagency Career Transition Assistance Program (ICTAP) Eligibles: If you have never worked for the federal government, you are not ICTAP eligible. View information about ICTAP eligibility on OPM's Career Transition Resources website. To be considered eligible under ICTAP, you must be placed in the well qualified category for this position. In addition, you must submit the supporting documents listed under the required documents section of this job announcement.
Pursuant to Executive Order 12564, and the DHS Drug\-Free Workplace Plan, ICE is committed to maintaining a drug\-free workplace and, therefore, personnel in safety\- or security\-sensitive positions (testing designated positions) are subject to random drug testing. Moreover, other drug testing of employees (e.g., reasonable suspicion drug test) may be conducted in order to ensure a safe and healthy work environment. All applicants tentatively selected for employment at ICE are subject to pre\-employment drug testing and a final offer of employment is contingent upon a negative drug test result.
Required Documents
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- 2\-Page Resume showing relevant experience, education and training. Work experience must include: job title, duties, employer's name, employer's telephone number, employer's address, starting and ending dates (MM/YY), hours worked per week, and indicate whether or not we may contact your current supervisor. *Please limit your resume to* *2 pages.* *If more than 2 pages are submitted, only the first 2 pages will be reviewed to determine your eligibility/qualifications.* In describing your experience on your resume, please be clear and specific. We will not make assumption regarding your experience. Do not copy and paste the duties, specialized experience, or occupational assessment questionnaire from this announcement into your resume as that will not be considered a demonstration of your qualifications for this position. *(for more information, see the* *How do I write a resume for a federal Job\-Two\-Page Resume Limit).*
- Transcripts: Submit a copy of your college transcript (unofficial is acceptable) or a list of coursework with hours completed. Education completed in foreign colleges or universities may be used to meet Federal qualification requirements if you can show that your foreign education is comparable to education received in accredited educational institutions in the United States. For example, specific courses accepted for college\-level credit by an accredited U.S. college or university, or foreign education evaluated by an organization recognized for accreditation by the Department of Education as education equivalent to that gained in an accredited U.S. college or university. It is your responsibility to provide such evidence with your application. See Recognition of Foreign Qualifications for more information.
- Are you a veteran? Submit Member Copy 4 of your DD\-214 or other (Certificate of Release or Discharge from Active Duty) or notice form. Those applying for 10\-Point preference must fill out the SF\-15 and provide documentation that demonstrates preference eligibility. If applying based on eligibility under the Veterans Opportunity to Work (VOW) Act, you must submit certification from the Armed Forces that you will be discharged or released from active duty within 120 days from the date on the certification. This must indicate your dates of service, your rank, and confirm that you will be separated under honorable conditions. View more veterans' information.
- Are you claiming special priority selection rights under the Interagency Career Transition Plan (ICTAP)? If so, submit a copy of your agency notice, a copy of your most recent performance rating, and a copy of your most recent Notification of Personnel Action (SF\-50\) noting your current position, grade level, and duty location.
- Are you a current or former political Schedule A, Schedule C, Non\-career SES or Presidential Appointee employee? Submit a copy of your applicable SF\-50, along with a statement that provides the following information regarding your most recent political appointment: Position title, type of appointment (Schedule A, Schedule C, Non\-career SES, or Presidential Appointee), agency and beginning and ending dates of appointment.
Failure to submit required documents will result in disqualification for this vacancy.
### If you are relying on your education to meet qualification requirements:
Education must be accredited by an accrediting institution recognized by the U.S. Department of Education in order for it to be credited towards qualifications. Therefore, provide only the attendance and/or degrees from schools accredited by accrediting institutions recognized by the U.S. Department of Education.
Failure to provide all of the required information as stated in this vacancy announcement may result in an ineligible rating or may affect the overall rating.
How to Apply
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To apply for this position, you must complete the Occupational Questionnaire https://apply.usastaffing.gov/ViewQuestionnaire/12986639, and assessment *and* submit all the required documentation as specified in he HOW TO APPLY and the REQUIRED DOCUMENTS section.
The complete initial Application must be submitted by 11:59 PM (EST) on 07/23/2026\.
*The vacancy questionnaire includes four short, free\-response essay questions. This provides an opportunity for you to highlight your dedication to public service for the hiring manager and agency leadership (or designee(s)). While your responses are not required and will not be scored, we encourage you to thoughtfully address each question. Please provide a response of 200 words or less to each question. You will be asked to certify that you are using your own words and did not use a consultant or artificial intelligence (AI) such as a large language model (LLM) like ChatGPT or Copilot.*
If you are required to complete any USA Hire Assessments, you will be notified after submitting your application. The notification will be provided in your application submission screen and via email. The notification will include your unique assessment access link to the USA Hire system and the completion deadline. Additionally, in USAJOBS you can click "Track this application" to return to your assessment completion notice.
Set aside about two (2\) hours to take the USA Hire Assessments; however, most applicants complete the assessments in less time. If you need to stop the assessments and continue later, you can re\-use your unique assessment link.
PLEASE NOTE: If your materials are not received by the closing date, your application will be evaluated solely on the information available and you may not receive full consideration or may not be considered eligible. Also, if you do not provide a valid email address, you may not be notified of the outcome of your application.
To begin your online application, click "Apply Online" to create a USAJOBS account and follow the prompts or log in to your existing account. Your application packet must include a completed assessment questionnaire, a resume, and any applicable and or required supporting documentation. Please see the "Required Documents" section below for additional information. All application materials, including transcripts, must be in English. We encourage you to apply online.
Applications and supporting documentation will not be accepted by mail or email. The address below is for inquiries only. You may apply more than once, but the most recent application is the only one that will be used. You must submit your resume, your online questionnaire, and any supporting documents by 11:59 PM eastern standard time on07/23/2026.
It is your responsibility to verify that any information entered or uploaded is received and is accurate. Human Resources will not modify or change any part of your application. Determining your eligibility and qualifications is dependent on the supporting documentation and information provided, which may impact your referral for further consideration. If a document is not legible, you will not be able to view it in your application.
One or more positions may be filled using this vacancy announcement.
Applying to this announcement certifies that you give permission for DHS to share your application with others in DHS for similar positions.
### Agency contact information
Naomi Adams
Address
*CHIEF FINANCIAL OFFICER*
*500 12th Street*
*Washington, DC 20536*
*US*### Next steps
Once you submit your application, we will assess your experience and training, identify the minimally qualified applicants, and refer those applications to the hiring manager for further consideration and interviews. We will notify you by email after each of these steps has been completed. Your status will also be updated on USAJOBS throughout the process. To check your status, log on to your USAJOBS account, click on "Application Status," and then click "More Information." We expect to make a job offer within 60 days after the deadline for applications. If you are selected, we will conduct a suitability/security background investigation. View more information on applying for federal employment.
Any offers of employment made pursuant to this announcement will be consistent with all applicable authorities, including Presidential Memoranda, Executive Orders, interpretive U.S. Office of Management and Budget (OMB) and U.S. Office of Personnel Management (OPM) guidance, and Office of Management and Budget plans and policies concerning hiring. These authorities are subject to change.
Overview
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Accepting applications
Posted today · Apply by 07/23/26
Due by 11:59 p.m. ET on July 23, 2026
Location
2 vacancies in the following location:
Washington, DC
No matching locations found.
Work site options
Telework eligible
No
Remote job
No
Relocation expenses reimbursed
No
Salary
$143,913 \- $187,093 per year
Pay scale \& grade
GS 14
Promotion potential
None
Learn more about pay scale and grade
Pay scale and grade determines the salary of the job.
Work schedule
Full\-time
Travel Required
Occasional travel \- OCCASIONAL TRAVEL
Appointment type
Permanent
Occupations and job series
- 1560 Data Science Series
Supervisory status
No
Federal service type
This job is in the Competitive Service
Represented by a union
No
Drug test
Yes
Security clearance
Not Required
Position sensitivity and risk
Critical\-Sensitive (CS)/High Risk
Jobs require a background check and some require a security clearance. The type depends on the job.
Background check type
- Suitability/Fitness
Financial disclosure required
No
Some jobs require financial disclosure to identify conflicts of interests.
Announcement number
DHA\-CFO\-12986639\-2026\-NSA
Control number
876975100
Salary Context
This $143K-$187K range is above the median for Data Scientist roles in our dataset (median: $155K across 226 roles with salary data).
View full Data Scientist salary data →Role Details
About This Role
Data Scientists extract insights and build predictive models from data. In the AI era, many roles now include LLM-powered analytics, automated reporting, and integration with generative AI tools. The role has evolved from 'the person who runs SQL queries' to 'the person who builds AI-powered data products.'
Modern data science roles fall into two camps: analytics-focused (insights, dashboards, experimentation) and ML-focused (building predictive models, recommendation systems, NLP features). The best data scientists can operate in both modes. The AI shift means that even analytics-focused roles now involve building automated insight pipelines using LLMs, going well beyond one-off reports.
Across the 3,708 AI roles we're tracking, Data Scientist positions make up 8% of the market. At U.S. Immigration and Customs Enforcement, this role fits into their broader AI and engineering organization.
Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.
What the Work Looks Like
A typical week includes: analyzing experiment results for a product feature launch, building a predictive model for customer churn, creating an automated reporting pipeline using LLM-powered summarization, presenting insights to stakeholders, and cleaning data (always cleaning data). The ratio of analysis to engineering varies by company, but expect both.
Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.
Skills in Demand for This Role
Python, SQL, and statistical modeling are the foundation. Increasingly, roles want experience with LLMs for data analysis, automated insight generation, and building AI-powered data products. Familiarity with cloud data platforms (Snowflake, BigQuery, Databricks) and ML frameworks (scikit-learn, PyTorch) covers most job requirements.
Experimentation design and causal inference are underrated skills that separate strong candidates. Companies care about whether their product changes cause improvements, and can distinguish causation from correlation. A/B testing methodology, Bayesian statistics, and the ability to communicate uncertainty to non-technical stakeholders are high-value skills.
Good postings specify the data stack, the types of problems you'll work on, and the team structure. Look for companies that differentiate between analytics and ML data science. Vague 'data scientist' postings that list every skill under the sun usually mean the company doesn't know what they need.
Compensation Benchmarks
Data Scientist roles pay a median of $192,890 based on 463 positions with disclosed compensation. Mid-level AI roles across all categories have a median of $200,000. This role's midpoint ($165K) sits 14% below the category median. Disclosed range: $143K to $187K.
Across all AI roles, the market median is $217,500. Top-quartile compensation starts at $272,100. The 90th percentile reaches $325,000. For comparison, the highest-paying categories include AI Safety ($300,000) and Research Engineer ($280,000). By seniority level: Entry: $120,000; Mid: $200,000; Senior: $230,000; Director: $272,150; VP: $250,000.
U.S. Immigration and Customs Enforcement AI Hiring
U.S. Immigration and Customs Enforcement has 1 open AI role right now. They're hiring across Data Scientist. Based in Washington, DC, US. Compensation range: $187K - $187K.
Location Context
Across all AI roles, 14% (508 positions) offer remote work, while 3,180 require on-site attendance. Top AI hiring metros: New York (1,045 roles, $220,000 median); San Francisco (810 roles, $277,088 median); Los Angeles (397 roles, $215,000 median).
Career Path
Common paths into Data Scientist roles include Data Analyst, Statistician, Quantitative Researcher.
From here, career progression typically leads toward Senior Data Scientist, ML Engineer, AI Product Manager.
Start with statistics and SQL. Build a real analysis project on public data that demonstrates insight generation alongside model building. The market values data scientists who can communicate findings clearly to business stakeholders. If you want to move toward ML engineering, invest in software engineering fundamentals and production deployment skills.
What to Expect in Interviews
Interviews combine statistics, coding, and business acumen. SQL is almost always tested, often with complex joins and window functions. Expect a case study round where you're given a business problem and asked to design an analysis plan. Coding rounds focus on pandas, statistical modeling, and visualization. The strongest differentiator is how well you communicate insights to non-technical stakeholders during presentation rounds.
When evaluating opportunities: Good postings specify the data stack, the types of problems you'll work on, and the team structure. Look for companies that differentiate between analytics and ML data science. Vague 'data scientist' postings that list every skill under the sun usually mean the company doesn't know what they need.
AI Hiring Overview
The AI job market has 3,708 open positions tracked in our dataset. By seniority: 102 entry-level, 1,705 mid-level, 1,469 senior, and 432 leadership roles (Director, VP, C-Level). Remote roles make up 14% of the market (508 positions). The remaining 3,180 roles require on-site or hybrid attendance.
The market median for AI roles is $217,500. Top-quartile compensation starts at $272,100. The 90th percentile reaches $325,000. Highest-paying categories: AI Safety ($300,000 median, 21 roles); Research Engineer ($280,000 median, 147 roles); AI Architect ($254,798 median, 67 roles).
Data Scientist roles remain in high demand, though the definition keeps shifting. Companies increasingly want candidates who can bridge traditional statistics with modern ML and LLM capabilities. The 'pure insights' data scientist role is consolidating into analytics engineering, while the 'build models' data scientist role is merging with ML engineering.
The AI Job Market Today
The AI job market spans 3,708 open positions across 16 role categories. The largest categories by volume: AI/ML Engineer (2,605), Data Scientist (310), AI Software Engineer (259). These three account for the majority of open positions, though smaller categories often have higher per-role compensation because of specialized skill requirements.
The seniority mix tells a story about where AI teams are in their maturity. Entry-level roles (102) are outnumbered by mid-level (1,705) and senior (1,469) positions, reflecting that most companies are past the 'build a team from scratch' phase and need experienced engineers who can ship production systems. Leadership roles (Director, VP, C-Level) total 432 positions, representing the bottleneck between technical execution and organizational strategy.
Remote work availability sits at 14% of all AI roles (508 positions), with 3,180 requiring on-site or hybrid attendance. The remote share has stabilized after the post-pandemic correction. Senior and specialized roles (Research Scientist, ML Architect) are more likely to be remote-eligible than entry-level positions, partly because experienced hires have more negotiating power and partly because these roles require less hands-on mentorship.
AI compensation is structured in clear tiers. The market median sits at $217,500. Top-quartile roles start at $272,100, and the 90th percentile reaches $325,000. These figures include base salary with disclosed compensation. Total compensation (including equity, bonuses, and sign-on) runs 20-40% higher at companies that offer those components.
Category matters for compensation. AI Safety roles lead at $300,000 median, while Prompt Engineer roles sit at $140,000. The spread between highest and lowest-paying categories reflects the premium on specialized technical skills versus broader analytical roles.
The most in-demand skills across all AI postings: Python (1,890 postings), Aws (1,103 postings), Azure (877 postings), Rag (855 postings), Gcp (631 postings), Prompt Engineering (560 postings), Pytorch (545 postings), Claude (498 postings). Python dominates, appearing in the vast majority of role descriptions regardless of category. Cloud platform experience (AWS, GCP, Azure) is the second most common requirement. The newer entrants to the top skills list (RAG, vector databases, LLM APIs) reflect the shift from traditional ML toward generative AI applications.
Frequently Asked Questions
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