Data Scientist

$106K - $154K Little Rock, AR, US Mid Level Data Scientist

Interested in this Data Scientist role at US Agricultural Marketing Service?

Apply Now →

Skills & Technologies

Power BiPythonTableau

About This Role

AI job market dashboard showing open roles by category

Summary

The Data Scientist position is responsible for identifying and implementing the methods, processes, algorithms, tools, and systems to extract, analyze, and organize structured and unstructured data related to performance and management of Agricultural and Marketing Services (AMS) grants and agreements.

Learn more about this agency

This job is open to

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

Applications will be accepted from any U.S. citizen. Direct Hire Authority will be used to fill this position. Veterans Preference and traditional rating and ranking of applicants does not apply to this vacancy.

Duties

  • The duties may include, but are not limited to:
  • Analyze structured and unstructured project and financial data from AMS grants and agreements to evaluate portfolio and program performance, project effectiveness, mission alignment, and risks.
  • Develop and apply computational algorithms, statistical methods, and data preparation techniques to clean, merge, standardize, and transform large multi source datasets.
  • Develop and utilize data visualization tools to translate factual information and analysis into insights, findings, and summary syntheses for non-technical audiences.
  • Collaborate with program teams - and the Director or designee to develop and implement data requirements, methodologies, and plans supporting summary reporting, program evaluation, information integrity, and management direction.
  • Provide technical advice on pilot initiatives, new technologies, and data science applications; participate on cross-functional teams supporting development, implementation, and modernization efforts.
  • Lead or support data validation studies, process reviews, and system assessments to evaluate for potential program or systems vulnerabilities and improve program operations.
  • Serve as a partnering resource to Branch Chiefs and Lead Grants Management Specialists.

Requirements

Conditions of employment

  • You must be a US Citizen or US National.
  • Individuals who were born male after 12/31/1959 must be Selective Service registered or exempt.
  • Subject to satisfactory adjudication of background investigation and/or fingerprint check.
  • Successful completion of one-year probationary period, unless previously served. Refer to the Next Steps section for more information.
  • Direct Deposit: Per Public Law 104-134 all Federal employees are required to have federal payments made by direct deposit to their financial institution.
  • Successfully pass the E-Verify employment verification check. To learn more about E-Verify, including your rights and responsibilities, visit E-Verify at https://www.e-verify.gov/
  • In accordance with Office of Government Ethics regulations concerning conflict of interest, the incumbent will be required to submit a financial disclosure report within 30 days of their effective date of appointment and annually thereafter.
  • All USDA employees are required to be enrolled in Continuous Vetting, which authorizes government agencies to receive notifications of criminal activity on individuals who hold low risk, public trust, or national security positions.

Qualifications

Applicants must meet all qualifications and eligibility requirements by the closing date of the announcement, including specialized experience and/or education, as defined below.

BASIC REQUIREMENT: 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 the paragraph above, plus additional education or appropriate experience.

In addition to the basic requirement applicants must also possess:

FOR THE GS-13 LEVEL: Applicants must have one year of specialized experience (equivalent to the GS-12 level) that may have been obtained in the private or public (local, county, state, Federal) sectors which demonstrates:

  • Developed automated pipelines for data extraction from internal databases or publicly available data sources to combine data for statistical analysis, construction of new databases, and construction of data products that create spatial layers for additional analyses.
  • Developed visualizations using such tools as PowerBI or Tableau related to financial assistance and/or grant project data to communicate results to executives and non-technical stakeholders
  • Analyzed structured and unstructured datasets related to grant or cooperative agreement management to assess program performance and related Federal financial assistance outcomes.
  • Cleaned, merged, and reviewed large datasets using programming languages such as Python, SQL, R, or Java Script (full stack) to develop and deploy analytical models and validate data accuracy.
  • Collaborated regularly with multidisciplinary teams and leadership to define data requirements, analytical methods, or program evaluation approaches.

Note: There is no education substitution for this grade level.

TRANSCRIPTS are required if:

  • This position requires specific coursework or a degree in a specific field to be basically qualified.
  • This education must have been successfully completed and obtained from an accredited school, college, or university.

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 and can provide valuable training and experience that translates directly to paid employment. You will receive credit for all qualifying experience, including volunteer experience.

Education

Please see above for education qualification requirement information.

Additional information

  • Career Transition Assistance Plan (CTAP), Reemployment Priority List (RPL), or Interagency Career Transition Assistance Plan (ICTAP): Visit the OPM website for information on how to apply as a CTAP, RPL, or ICTAP eligible. To exercise selection priority for this vacancy, CTAP/RPL/ICTAP candidates must meet the basic eligibility requirements and all selective factors. CTAP/ICTAP candidates must be well qualified, which means having knowledge, skills, abilities, and/or competencies that exceed the minimum qualification requirements for this position. CTAP/ICTAP applicants must receive a rating of at least 85 out of a possible 100 to receive selection priority.
  • First time hires to the federal government normally start at the lowest rate of the salary range for the grade selected.
  • Locality pay will vary based upon the selectee's duty location. A final salary determination will be made upon selection.
  • 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 here.

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.

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.

This is a Direct-Hire Authority position, all applicants who meet the minimum qualifications, to include any specialized experience and/or selective placement factor(s), if applicable, will be referred to the selecting official. Before a certificate is issued to the selecting official, your application is reviewed to ensure that you meet all the qualification requirements. A rating will not be used; veteran's preference does not apply due to the existence of the Direct Hire authority for this position.

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
  • Integrity/Honesty
  • Interpersonal Skills
  • Learning
  • Reasoning
  • Self-Management
  • Stress Tolerance
  • Teamwork

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.

Note: If, after reviewing your resume and/or supporting documentation, a determination is made that you have inflated your qualifications and/or experience, you may be found ineligible. Please follow all instructions carefully. Errors or omissions may affect your rating. Providing inaccurate information on Federal documents could be grounds for non-selection or disciplinary action up to including removal from the Federal service.

To preview the application questionnaire, please visit: https://apply.usastaffing.gov/ViewQuestionnaire/13065896

Additional Information - USA Hire Online Assessment All applicants are required to complete the online USA Hire assessment to be considered for the position for this vacancy. Applicants will not be given the opportunity to complete the online USA Hire assessment outside of the assigned assessment window for this vacancy.

Required Documents

The following documents are required for your applicant package to be complete. Our office cannot be responsible for incompatible software, your system failure or downtime, etc. Encrypted documents will not be accepted. Failure to submit required, legible documents may result in loss of consideration.

  • Resume that includes:1) personal information such as name, address, contact information; 2) education; 3) detailed work experience related to this position as described in the major duties including work schedule, hours worked per week, dates of employment; title, series, grade (if applicable); 4) other qualifications; and 5) supervisors name and phone number for each work period listed and whether or not they may be contacted for reference checks. Resume cannot exceed two pages. Only one resume will be reviewed.
  • If education is required or you are using education to qualify, you must submit a copy of your college transcripts. An unofficial copy is sufficient with the application if it includes your name and the necessary course information; however, if you are selected, you will be required to submit official transcripts prior to entering on duty. Education must have been successfully obtained from an accredited school, college or university. If you are using education completed in foreign colleges or universities to meet the qualification requirements, you must show that the education credentials have been evaluated by a private organization that specializes in interpretation of foreign education programs and such education has been deemed equivalent to that gained in an accredited U.S. education program. For further information, visit the following: Foreign Education Evaluation. All transcripts must be in English or include an English translation.
  • Although veterans' preference doesn't apply under Direct Hire Authority, applicants are encouraged to provide documentation of their eligibility. If claiming veterans' preference, you must submit a DD214, Certificate of Release from Active Duty, which shows dates of service and discharge under honorable conditions. If currently on active duty you must submit a certification of expected discharge or release from active duty service under honorable conditions within 120 days after the date the certification is submitted. The certification must be on the letterhead of the appropriate military branch and include the dates of military service.
  • If claiming 10-point veterans' preference you must provide the DD214 or certification requirements (see above bullet), plus the proof of entitlement of this preference as listed on the SF-15 Application for 10-point Veterans' Preference. The SF-15 should be included but is not required. Failure to submit these documents could result in the determination that there is insufficient documentation to support your claim for 10-point preference. For more information on veterans' preference visit FEDSHIREVETS
  • Surplus or displaced employees eligible for CTAP, RPL, or ICTAP priority must provide: proof of eligibility (RIF separation notice, notice of proposed removal for declining a transfer of function or directed reassignment to another commuting area, notice of disability annuity termination), SF-50 documenting separation (as applicable), last performance appraisal that is at least fully successful or its equivalent, and your most recent SF-50 noting position, grade level, and duty location with your application per 5 CFR 330.
  • Worker's Compensation Separation: Agency certification of inability to place employee AND Notification of Separation OR Separation SF-50.
  • Disability Annuity Termination: Notification from OPM of disability annuity termination AND Separation SF-50 of the last position held. Military Reserve or National Guard Technician Special Disability Retirement Annuity under 5 U.S.C. 8337(h) or 8456: Certification of special disability retirement annuity from a military department or National Guard Bureau AND Separation SF-50 of the last position held.

How to Apply

Please read the entire announcement and all the instructions before you begin an application. To apply and be considered for this position, you must complete all required questionnaires, assessments, and required documentation as specified in the How to Apply and Required Documents section. The complete application package must be submitted by 11:59 PM (ET) on the closing date of the announcement to receive consideration.

Resume cannot exceed two pages.

The application process is as follows:

1: Create a USAJOBS account (if you do not already have one) at www.usajobs.gov. It is recommended that as part of your profile you set up automatic email notification to be informed when the status of your application changes. If you choose not to set up this automatic notification, then you will have to log into your USAJOBS account to check on the status of your application.

2: Create a Resume with USAJOBS or upload a Resume into your USAJOBS account. You may want to customize your resume to ensure it documents duties and accomplishments you have gained that are directly related to this position in order to verify that qualifications are met. In addition, your resume must support your responses to the online questionnaire (you may preview the online questionnaire by clicking on the link at the end of the How You Will Be Evaluated section of the job announcement).

3: Click "Apply Online" and follow the prompts to complete the Occupational Questionnaire and attach any additional documents that may be required. You can update your application or documents anytime while the announcement is open. Simply log into your USAJOBS account and click on "Application Status." Click on the position title, and then select "Update Application" to continue.

4:If you are required to take the USA Hire Competency Based 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.

5:Access USA Hire using your unique assessment link. Access is granted through your USAJOBS login credentials.Review all instructions prior to beginning your assessments. You will have the opportunity to request a testing accommodation before beginning the assessments should you have a disability covered under the Rehabilitation Act of 1973 as amended.

6: Set aside at least 1-2 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.

7: Your responses to the USA Hire Assessments will be reused for one year (in most cases) from the date you complete an assessment. If future applications you submit require completion of the same assessments, your responses will be automatically reused.

Visit the USA Hire Applicant Resource Center for practice assessments and assessment preparation resources at https://support-usahire.opm.gov/hc/en-us.To update your application, including supporting documentation: During the announcement open period, return to your USAJOBS account, find your application record, and click Edit my application. This option will no longer be available once the announcement has closed.

To view the announcement status or your application status: Click on this: https://www.usajobs.gov/Help/how-to/application/status/. Your application status page is where you can view your application status, USA Hire assessment completion status, and review your notifications sent by the hiring agency regarding your application.

NOTE: Please verify that documents you are uploading from USAJOBs transfer into the Agency's staffing system as there is a limitation to the number of documents that can be transferred. However, once in the Agency's staffing system, you will have the opportunity to upload additional documents. Uploaded documents must be less than 5MB and in one of the following document formats: GIF, JPG, JPEG, PNG, RTF, PDF, TXT or Word (DOC or DOCX). Do not upload Adobe Portfolio documents because they are not viewable. Only one resume will be reviewed. Applicants who submit a resume that exceeds two pages will be removed from consideration.

Agency contact information

MRP Human Resources Phone 612-336-3227 Email [email protected] Address Agricultural Marketing Service

USDA APHIS MRPBS

250 Marquette Avenue, Suite 410

Minneapolis, MN 55401

US

Next steps

If you set up your USAJOBS account to send automatic email notifications, your will receive an email acknowledging: 1) the submission of your online Occupational Questionnaire and resume was successful, 2) if you were referred to the selecting official for consideration, and 3) if you were selected or not selected. Your application will be reviewed to verify that you meet the eligibility and qualification requirements for the position prior to issuing referral lists to the selecting official. If further evaluation or interviews are required, you will be contacted. Log in to your USAJOBS account to check your application status. We expect to make a final job offer approximately 40 days after the deadline for applications.

Multiple positions may be filled from this announcement. This announcement may also be used to fill additional like vacancies, including vacancies elsewhere within the agency or other USDA organizations.

As a condition of employment for accepting this position, you will be required to serve a 1-year probationary period during which we will evaluate your fitness and whether your continued employment advances the public interest. In determining if your employment advances the public interest, we may consider: your performance and conduct; the needs and interests of the agency; whether your continued employment would advance organizational goals of the agency or the Government; and whether your continued employment would advance the efficiency of the Federal service. Upon completion of your probationary period your employment will be terminated unless you receive certification, in writing, that your continued employment advances the public interest.

Under the Fair Chance Act, agencies are not allowed to request information about an applicant's criminal history until a conditional offer of employment has been made, except as allowed for access to classified information; assignment to national security duties or positions; acceptance or retention in the armed forces; or recruitment of a Federal law enforcement officer. An applicant may submit a complaint or any other information related to an organization's alleged noncompliance with the Fair Chance Act. The complaint must be submitted within 30 calendar days of the date of the alleged noncompliance. To make a Fair Chance Act inquiry or complaint, send an email with the appropriate information to [email protected], subject line: Fair Chance Act.

Overview

Accepting applications Location 2 vacancies in the following locations: Little Rock, AR Tucson, AZ Aurora, CO Fort Collins, CO Atlanta, GA Des Moines, IA Burley, ID Chicago, IL Minneapolis, MN Kansas City, MO Raleigh, NC New Holland, PA Bartlett, TN Lubbock, TX No matching locations found. Work site options Telework eligible Yes—as determined by the agency policy. Remote job No Relocation expenses reimbursed Yes—You may qualify for reimbursement of relocation expenses in accordance with agency policy. Salary $106,437 - $154,682 per year Pay scale & grade GS 13 Promotion potential 13 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 - You may be expected to travel for this position up to 25%. 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 No Security clearance Not Required Position sensitivity and risk High Risk (HR) Jobs require a background check and some require a security clearance. The type depends on the job. Background check type

  • Credentialing
  • Suitability/Fitness

Financial disclosure required Yes Some jobs require financial disclosure to identify conflicts of interests. Announcement number DH-13065896-26-TMH Control number 885753300

Salary Context

This $106K-$154K range is in the lower quartile for Data Scientist roles in our dataset (median: $167K across 172 roles with salary data).

View full Data Scientist salary data →

Role Details

Title Data Scientist
Location Little Rock, AR, US
Category Data Scientist
Experience Mid Level
Salary $106K - $154K
Remote No

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 9,653 AI roles we're tracking, Data Scientist positions make up 5% of the market. At US Agricultural Marketing Service, 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 Required

Power Bi (2% of roles) Python (17% of roles) Tableau (1% of roles)

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 $190,000 based on 1,406 positions with disclosed compensation. Mid-level AI roles across all categories have a median of $193,200. This role's midpoint ($130K) sits 31% below the category median. Disclosed range: $106K to $154K.

Across all AI roles, the market median is $213,400. Top-quartile compensation starts at $264,230. The 90th percentile reaches $319,400. For comparison, the highest-paying categories include AI Safety ($253,100) and Research Engineer ($252,000). By seniority level: Entry: $110,408; Mid: $193,200; Senior: $228,700; Director: $272,275; VP: $235,000.

US Agricultural Marketing Service AI Hiring

US Agricultural Marketing Service has 1 open AI role right now. They're hiring across Data Scientist. Based in Little Rock, AR, US. Compensation range: $154K - $154K.

Location Context

Across all AI roles, 6% (568 positions) offer remote work, while 9,010 require on-site attendance. Top AI hiring metros: New York (2,878 roles, $221,000 median); San Francisco (2,413 roles, $264,500 median); Los Angeles (1,340 roles, $210,000 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 9,653 open positions tracked in our dataset. By seniority: 193 entry-level, 4,500 mid-level, 3,455 senior, and 1,505 leadership roles (Director, VP, C-Level). Remote roles make up 6% of the market (568 positions). The remaining 9,010 roles require on-site or hybrid attendance.

The market median for AI roles is $213,400. Top-quartile compensation starts at $264,230. The 90th percentile reaches $319,400. Highest-paying categories: AI Safety ($253,100 median, 57 roles); Research Engineer ($252,000 median, 419 roles); AI Engineering Manager ($251,622 median, 51 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 9,653 open positions across 16 role categories. The largest categories by volume: AI/ML Engineer (7,301), Data Scientist (441), AI Software Engineer (438). 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 (193) are outnumbered by mid-level (4,500) and senior (3,455) 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 1,505 positions, representing the bottleneck between technical execution and organizational strategy.

Remote work availability sits at 6% of all AI roles (568 positions), with 9,010 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 $213,400. Top-quartile roles start at $264,230, and the 90th percentile reaches $319,400. 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 $253,100 median, while Prompt Engineer roles sit at $141,440. 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 (1,605 postings), Aws (916 postings), Azure (724 postings), Rag (634 postings), Gcp (522 postings), Pytorch (495 postings), Kubernetes (384 postings), Claude (383 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

Based on 1,406 roles with disclosed compensation, the median salary for Data Scientist positions is $190,000. Actual compensation varies by seniority, location, and company stage.
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.
About 6% of the 9,653 AI roles we track offer remote work. Remote availability varies by company and seniority level, with senior and leadership roles more likely to offer location flexibility.
US Agricultural Marketing Service is among the companies actively hiring for AI and ML talent. Check our company profiles for detailed breakdowns of open roles, salary ranges, and hiring trends.
Common next steps from Data Scientist positions include Senior Data Scientist, ML Engineer, AI Product Manager. Progression depends on whether you lean toward technical depth, people management, or product strategy.

Get Weekly AI Career Intelligence

Salary data, skills demand, and market signals from 16,000+ AI job postings. Every Monday.