The position is responsible for providing technical expertise aggregating, collating, and analyzing data from databases including, but not limited to, the development, implementation and updating of data extraction queries, data mining and, developing strategies, action plans, data queries modification and maintenance, quality control and validation of collected data. The position works as part of a study team and contributes to the design for advanced data systems.
Summary
The position is responsible for providing technical expertise aggregating, collating, and analyzing data from databases including, but not limited to, the development, implementation and updating of data extraction queries, data mining and, developing strategies, action plans, data queries modification and maintenance, quality control and validation of collected data. The position works as part of a study team and contributes to the design for advanced data systems.
Duties and responsibilities include, but are not limited to:
Serves as a Data Analyst, managing data acquisition, storage, and retrieval to support agency projects.
Generates and manages datasets from VA's Data Warehouse using SQL, R, SAS, SPSS, STATA, and VINCI.
Addresses data interface and storage issues by applying data management principles, modeling, backup, recovery, warehousing, and standardization.
Builds scalable data pipelines using appropriate tools and techniques.
Supports enterprise analytics projects led by investigators.
Applies data science techniques such as pooling and visualization, integrating them into user-focused solutions.
Creates presentations and visualizations tailored to diverse audiences, using storytelling and interactivity.
Collaborates with team members, stakeholders, and customers in organized, reproducible workflows.
Performs exploratory analysis using R, Python, Stata, SAS, or SQL to test hypotheses, predict outcomes, and inform decisions.
Prepares and cleans data programmatically, handling imperfect data with techniques like imputation and probabilistic matching.
Synthesizes analysis results to facilitate data-driven decisions.
Conveys findings through visualizations, reports, and operational insights.
Presents quantitative results to both technical and non-technical audiences.
Contributes to developing and implementing new data science tools and methods.
Ensures compliance with IT security policies for data protection.
Works with senior staff to analyze, interpret, and communicate insights.
Supports system reviews, performance evaluations, and data validation efforts.
Merges, cleans, standardizes datasets, and develops metrics using automation tools.
Provides analytical support for conferences and presentations.
Participates in meetings, seminars, and professional development related to data science.
Assists in packaging research findings into reports, publications, and presentations for stakeholders.
Work Schedule: Full Time, Monday - Friday, 7:30AM to 4:00 PM Compressed/Flexible: This position is not authorized a compressed/flexible schedule. Telework: This position may be authorized for a Ad-Hoc telework. This is determined by the Service Line Manager. Virtual: This is not a virtual position. Position Description/PD#: Data Scientist/PD93309A, PD93310A, and PD93311A Relocation/Recruitment Incentives: Not authorized. Permanent Change of Station (PCS): Not authorized.
All applicants tentatively selected for VA employment in a testing designated position are subject to urinalysis to screen for illegal drug use prior to appointment. Applicants who refuse to be tested will be denied employment with VA.
Selective Service Registration is required for males born after 12/31/1959.
Must be proficient in written and spoken English.
Subject to background/security investigation.
Selected applicants will be required to complete an online onboarding process. Acceptable form(s) of identification will be required to complete pre-employment requirements (https://www.uscis.gov/i-9-central/form-i-9-acceptable-documents). Effective May 7, 2025, driver's licenses or state-issued dentification cards that are not REAL ID compliant cannot be utilized as an acceptable form of identification for employment.
Must pass pre-employment physical examination.
Participation in the seasonal influenza vaccination program is a requirement for all Department of Veterans Affairs Health Care Personnel (HCP).
Complete all application requirements detailed in the "Required Documents" section of this announcement.
As a condition of employment for accepting this position, you will be required to serve a 1 or 2-year trial 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 trial period, your employment will be terminated unless you receive certification, in writing, that your continued employment advances the public interest.
Qualifications
To qualify for this position, applicants must meet all requirements by the closing date of this announcement, 04/09/2026.
NOTE: Applicants must meet both the Individual Occupation Requirements (IOR) and the Specialized Experience as stated for the grade levels as listed below.
This position has an Individual Occupation Requirement (IOR). You must meet the following:
A. 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
B. 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 IOR above, you must meet the experience as described below: Specialized Experience: To qualify for the grade level GS-09:
Applicants must have one year of specialized experience equivalent to at least the next lower grade (GS-07) or a comparable pay band in federal or other service that demonstrates the particular competencies necessary to perform the work of this position, and that is typically in or related to the position to be filled.
Specialized experience for this position is defined as: Providing technical expertise aggregating, collating, and analyzing data from databases including, but not limited to, the development, implementation and updating of data extraction queries, data mining and, developing strategies, action plans, data queries modification and maintenance, quality control and validation of collected data. Generating and managing datasets, using SQL, R, SAS, SPSS, STATA and VINCI.
To qualify for the grade level GS-11:Applicants must have one year of specialized experience equivalent to at least the next lower grade (GS-09) or a comparable pay band in federal or other service that demonstrates the particular competencies necessary to perform the work of this position, and that is typically in or related to the position to be filled.
Specialized experience for this position is defined as: Providing technical expertise aggregating, collating, and analyzing data from databases including, but not limited to, the development, implementation and updating of data extraction queries, data mining and, developing strategies, action plans, data queries modification and maintenance, quality control and validation of collected data. Generating and managing datasets, using SQL, R, SAS, SPSS, STATA and VINCI. OR Education Substitution:Applicants may substitute education for experience with an awarded master's or equivalent graduate degree (such as an LL. B or J.D.) from an accredited college or university. This graduate degree must meet the IOR with a degree Mathematics, statistics, computer science, data science or field of study directly related to the position.
To qualify for the grade level GS-12:
Applicants must have one year of specialized experience equivalent to at least the next lower grade (GS-11) or a comparable pay band in federal or other service that demonstrates the particular competencies necessary to perform the work of this position, and that is typically in or related to the position to be filled.
Specialized experience for this position is defined as: Providing technical expertise aggregating, collating, and analyzing data from databases including, but not limited to, the development, implementation and updating of data extraction queries, data mining and, developing strategies, action plans, data queries modification and maintenance, quality control and validation of collected data. Generating and managing datasets, using SQL, R, SAS, SPSS, STATA and VINCI. OR Education Substitution:Applicants may substitute education for experience with an awarded Ph.D. or equivalent doctoral degree from an accredited college or university. This graduate degree must meet the IOR with a degree Mathematics, statistics, computer science, data science or field of study directly related to the position. OR
Applicants may substitute a combination of graduate education and specialized experience to qualify for GS 11 and or GS-12. If you have some, but not all, of the graduate education described above AND less than one full year of the specialized experience described above, you may qualify by combining the amount of creditable education and experience that you do have. Only graduate education in excess of the amount required for the next lower grade level may be used to qualify applicants for positions, and per the IOR this education must contain courses equivalent to a major field of study as appropriate for the position, at grade GS-12.
The full performance level of this vacancy is GS-12. The actual grade at which an applicant may be selected for this vacancy is in the range of GS-09 to GS-12.
Preferred Experience: Generates and manages datasets from the VA Corporate Data Warehouse (a national data repository for VA) using SQL, R, SAS, SPSS, STATA, and VINCI.
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; religions; 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.
Note: A full year of work is considered to be 35-40 hours of work per week. Part-time experience will be credited on the basis of time actually spent in appropriate activities. Applicants wishing to receive credit for such experience must indicate clearly the nature of their duties and responsibilities in each position and the number of hours a week spent in such employment.
Physical Requirements: The work is primarily sedentary and does not require any special physical effort.
A transcript must be submitted with your application if you are basing all or part of your qualifications on education.
Note: Only education or degrees recognized by the U.S. Department of Education from accredited colleges, universities, schools, or institutions may be used to qualify for Federal employment. You can verify your education here: http://ope.ed.gov/accreditation/. If you are using foreign education to meet qualification requirements, you must send a Certificate of Foreign Equivalency with your transcript in order to receive credit for that education. For further information, visit: https://sites.ed.gov/international/recognition-of-foreign-qualifications/.
Additional information
Receiving Service Credit for Earning Annual (Vacation) Leave: Federal Employees earn annual leave at a rate (4, 6 or 8 hours per pay period) which is based on the number of years they have served as a Federal employee. Selected applicants may qualify for credit toward annual leave accrual, based on prior work experience or military service experience. This credited service can be used in determining the rate at which they earn annual leave. Such credit must be requested and approved prior to the appointment date and is not guaranteed.
During the application process you may have an option to opt-in to make your resume available to hiring managers in the agency who have similar positions. Opting in does not impact your application for this announcement, nor does it guarantee further consideration for additional positions.
This job opportunity announcement may be used to fill additional vacancies.
This position is in the Excepted Service and does not confer competitive status.
VA encourages persons with disabilities to apply. The health-related positions in VA are covered by Title 38, and are not covered by the Schedule A excepted appointment authority.
If you are unable to apply online or need an alternate method to submit documents, please reach out to the Agency Contact listed in this Job Opportunity Announcement.
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.
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.
IN DESCRIBING YOUR EXPERIENCE, PLEASE BE CLEAR AND SPECIFIC. WE MAY NOT MAKE ASSUMPTIONS REGARDING YOUR EXPERIENCE. Your application, resume, C.V., and/or supporting documentation will be verified. Please follow all instructions carefully. Errors or omissions may affect consideration for employment.
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; religions; 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.
The Department of Veterans Affairs performs pre-employment reference checks as an assessment method used in the hiring process to verify information provided by a candidate (e.g., on resume or during interview or hiring process); gain additional knowledge regarding a candidate's abilities; and assist a hiring manager with making a final selection for a position.
It is the policy of the VA to not deny employment to those that have faced financial hardships or periods of unemployment.
Veterans and Transitioning Service Members: Please visit the VA for Vets site for career-search tools for Veterans seeking employment at VA, career development services for our existing Veterans, and coaching and reintegration support for military service members.
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.
To apply for this position, you must provide a complete Application Package which includes:
Resume
Special Note for Applications: To complete your application, please use the following link https://vacareers.va.gov/wp-content/uploads/sites/5/Resume.docx to download the standard Clinical Resume Document. This one-page document does not need to be modified and must be uploaded into the two-page restricted 'Resume' document upload field.
Your full resume/CV may be uploaded without page limitation into the 'Other' document upload field.
The following documents are accepted, and may be required if applicable to your eligibility and/or qualifications for this position. Please ensure you have included all documents required for your application, such as a copy of your transcript (if using education to qualify), SF-50's (current/former Federal employees), etc.
DD-214/ Statement of Service
Disability Letter (VA)
Resume
SF-15
SF-50/ Notification of Personnel Action
Transcript
Veterans' Preference: When applying for Federal Jobs, eligible Veterans should claim preference for 5pt (TP), 10pt (CP/CPS/XP), or for Sole Survivor Preference (SSP) in the questionnaire. You must provide a legible copy of your DD214(s) which shows dates and character of service (honorable, general, etc.). If you are currently serving on active duty and expect to be released or discharged within 120 days you must submit documentation related to your active duty service which reflects the dates of service, character of service (honorable, general, etc.), and dates of impending separation. Additionally, disabled veterans and others eligible for 10-point preference (such as widows or mothers of eligible Veterans) must also submit an SF-15 "Application for 10 Point Veteran Preference" with required proof as stated on the form. Documentation is required to award preference. For more information on Veterans' Preference, please visit Feds Hire Vets - Veterans - Job Seekers - Veterans' Preference.
Veterans' preference does not apply for internal or other current permanent Federal agency employees.
If you are relying on your education to meet qualification requirements:
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.
All applicants are encouraged to apply online. To apply for this position, you must complete the full questionnaire and submit the documentation specified in the Required Documents section below. The complete application package must be submitted by 11:59 PM (ET) on 04/09/2026 to receive consideration. To preview the questionnaire click https://apply.usastaffing.gov/ViewQuestionnaire/12923831.
To begin, click Apply Online to create a USAJOBS account or log in to your existing account. Follow the prompts to select your USA JOBS resume and/or other supporting documents and complete the occupational questionnaire.
Click Submit My Answers to submit your application package.
NOTE: It is your responsibility to ensure your responses and appropriate documentation is submitted prior to the closing date.
Tucson VA Medical Center
3601 South Sixth Avenue
Tucson, AZ 85723
US
Next steps
Once your online application is submitted you will receive a confirmation notification by email. After we receive application packages (including all required documents) and the vacancy announcement closes, we will review applications to ensure qualification and eligibility requirements are met. After the review is complete, a referral certificate(s) is issued and applicants will be notified of their status by email. Referred applicants will be notified as such and may be contacted directly by the hiring office for an interview. All referred applicants receive a final notification once a selection decision has been made.
You may check the status of your application at any time by logging into your USA Jobs account and clicking on Applications. Information regarding your application status can be found in the USAJobs Help Center.
NOTE: Participation in the seasonal influenza program is a condition of employment and a requirement for all Department of Veterans Affairs Health Care Personnel (HCP). It is a requirement that all HCP to receive annual seasonal influenza vaccination or obtain an exemption for medical or religious reasons. Wearing a face mask is required when an exemption to the influenza vaccination has been granted. HCP in violation of this directive may face disciplinary action up to and including removal from federal service. HCP are individuals who, during the influenza season, work in VHA locations or who come into contact with VA patients or other HCP as part of their duties. VHA locations include, but are not limited to, VA hospitals and associated clinics, community living centers (CLCs), community-based outpatient clinics (CBOCs), domiciliary units, Vet centers and VA-leased medical facilities. HCP include all VA licensed and unlicensed, clinical and administrative, remote and onsite, paid and without compensation, full- and part-time employees, intermittent employees, fee basis employees, VA contractors, researchers, volunteers and health professions trainees (HPTs) who are expected to perform any or all of their work at these facilities. HPTs may be paid or unpaid and include residents, interns, fellows and students. HCP also includes VHA personnel providing home-based care to Veterans and drivers and other personnel whose duties put them in contact with patients outside VA medical facilities.
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
To apply for this position, you must provide a complete Application Package which includes:
Resume
Special Note for Applications: To complete your application, please use the following link https://vacareers.va.gov/wp-content/uploads/sites/5/Resume.docx to download the standard Clinical Resume Document. This one-page document does not need to be modified and must be uploaded into the two-page restricted 'Resume' document upload field.
Your full resume/CV may be uploaded without page limitation into the 'Other' document upload field.
The following documents are accepted, and may be required if applicable to your eligibility and/or qualifications for this position. Please ensure you have included all documents required for your application, such as a copy of your transcript (if using education to qualify), SF-50's (current/former Federal employees), etc.
DD-214/ Statement of Service
Disability Letter (VA)
Resume
SF-15
SF-50/ Notification of Personnel Action
Transcript
Veterans' Preference: When applying for Federal Jobs, eligible Veterans should claim preference for 5pt (TP), 10pt (CP/CPS/XP), or for Sole Survivor Preference (SSP) in the questionnaire. You must provide a legible copy of your DD214(s) which shows dates and character of service (honorable, general, etc.). If you are currently serving on active duty and expect to be released or discharged within 120 days you must submit documentation related to your active duty service which reflects the dates of service, character of service (honorable, general, etc.), and dates of impending separation. Additionally, disabled veterans and others eligible for 10-point preference (such as widows or mothers of eligible Veterans) must also submit an SF-15 "Application for 10 Point Veteran Preference" with required proof as stated on the form. Documentation is required to award preference. For more information on Veterans' Preference, please visit Feds Hire Vets - Veterans - Job Seekers - Veterans' Preference.
Veterans' preference does not apply for internal or other current permanent Federal agency employees.
If you are relying on your education to meet qualification requirements:
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.
All applicants are encouraged to apply online. To apply for this position, you must complete the full questionnaire and submit the documentation specified in the Required Documents section below. The complete application package must be submitted by 11:59 PM (ET) on 04/09/2026 to receive consideration. To preview the questionnaire click https://apply.usastaffing.gov/ViewQuestionnaire/12923831.
To begin, click Apply Online to create a USAJOBS account or log in to your existing account. Follow the prompts to select your USA JOBS resume and/or other supporting documents and complete the occupational questionnaire.
Click Submit My Answers to submit your application package.
NOTE: It is your responsibility to ensure your responses and appropriate documentation is submitted prior to the closing date.
Tucson VA Medical Center
3601 South Sixth Avenue
Tucson, AZ 85723
US
Next steps
Once your online application is submitted you will receive a confirmation notification by email. After we receive application packages (including all required documents) and the vacancy announcement closes, we will review applications to ensure qualification and eligibility requirements are met. After the review is complete, a referral certificate(s) is issued and applicants will be notified of their status by email. Referred applicants will be notified as such and may be contacted directly by the hiring office for an interview. All referred applicants receive a final notification once a selection decision has been made.
You may check the status of your application at any time by logging into your USA Jobs account and clicking on Applications. Information regarding your application status can be found in the USAJobs Help Center.
NOTE: Participation in the seasonal influenza program is a condition of employment and a requirement for all Department of Veterans Affairs Health Care Personnel (HCP). It is a requirement that all HCP to receive annual seasonal influenza vaccination or obtain an exemption for medical or religious reasons. Wearing a face mask is required when an exemption to the influenza vaccination has been granted. HCP in violation of this directive may face disciplinary action up to and including removal from federal service. HCP are individuals who, during the influenza season, work in VHA locations or who come into contact with VA patients or other HCP as part of their duties. VHA locations include, but are not limited to, VA hospitals and associated clinics, community living centers (CLCs), community-based outpatient clinics (CBOCs), domiciliary units, Vet centers and VA-leased medical facilities. HCP include all VA licensed and unlicensed, clinical and administrative, remote and onsite, paid and without compensation, full- and part-time employees, intermittent employees, fee basis employees, VA contractors, researchers, volunteers and health professions trainees (HPTs) who are expected to perform any or all of their work at these facilities. HPTs may be paid or unpaid and include residents, interns, fellows and students. HCP also includes VHA personnel providing home-based care to Veterans and drivers and other personnel whose duties put them in contact with patients outside VA medical facilities.
Fair and transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
