Internal Revenue Service Logo
Position Title
Data Scientist
Agency
Internal Revenue Service
Announcement Number
24-12223470K-OSB-1560-13 Opens in new window
Open Period
Thursday, November 30, 2023 to Wednesday, December 13, 2023
For preview purposes only. To apply, please return to the USAJOBS announcement and click the Apply button.
Eligibilities
1. IRS CTAP Candidate - Are you a current displaced or surplus IRS employee and:
  • you are located either within or outside the local commuting area of this vacancy, AND
  • your grade is equivalent to or below the grade level of this vacancy, AND
  • your position has the same or higher promotion potential of this vacancy, AND
  • your last performance rating of record is at least fully successful or the equivalent?

If you indicate "Yes" for this question, you MUST submit supporting documentation to validate your claim of CTAP eligibility such as a Reduction in Force (RIF) separation notice or a Certificate of Expected Separation (CES) AND a copy of your most recent annual performance appraisal AND a copy of your most recent SF-50 (Notification of Personnel Action).

For more information, review Career Transition Assistance Plan (CTAP)/Interagency Career Transition Assistance Plan (ICTAP). (limit characters)
2. Treasury CTAP Candidate - Are you a current displaced or surplus Department of Treasury (non-IRS) employee and:
 
  • you are located within the same local commuting area of this vacancy, AND
  • your grade is equivalent to or below the grade level of this vacancy, AND
  • your position has the same or higher promotion potential of this vacancy, AND
  • your last performance rating of record is at least fully successful or the equivalent?

If you indicate "Yes" for this question, you MUST submit supporting documentation to validate your claim of CTAP eligibility such as a Reduction in Force (RIF) separation notice or a Certificate of Expected Separation (CES) AND a copy of your most recent annual performance appraisal AND a copy of your latest SF-50 (Notification of Personnel Action).

For more information, review Career Transition Assistance Plan (CTAP)/Interagency Career Transition Assistance Plan (ICTAP). (limit characters)
3. IRS Internal Candidate (excluding Chief Counsel and Treasury Inspector General for Tax Administration (TIGTA)) - Are you a current career or career-conditional, Competitive Service Internal Revenue Service (IRS) employee? You can view a copy of your most recent SF-50 to determine if you are Competitive Service. (The "position occupied" block on the SF-50 should show a "1" and your "tenure" block should be a "1" or "2".)

If you indicate "Yes" for this question, submit a copy of your most recent annual performance appraisal. (limit characters)
4. IRS RPP Candidate (excluding Chief Counsel and Treasury Inspector General for Tax Administration (TIGTA)) - Are you a current IRS employee who has received a Reassignment Preference Program (RPP) notice and:
 
  • you are located either within or outside the local commuting area of this vacancy, AND
  • your grade is equivalent to or below the grade level of this vacancy, AND
  • your position has the same or higher promotion potential and the same work schedule (e.g., permanent, seasonal, etc.) of this vacancy, AND
  • your last performance rating of record is at least fully successful or the equivalent?

If you indicate "Yes" for this question, you MUST submit supporting documentation to validate your claim of RPP eligibility such as a RPP notice AND a copy of your most recent annual performance appraisal AND a copy of your most recent SF-50 (Notification of Personnel Action).

For more information, review IRS Internal Revenue Manual (IRM) 6.330.1. (limit characters)
Preferences
1. Select the location(s) you want to be considered for. You must choose at least one location. (limit characters)
2. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 1st location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
3. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 2nd location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • If you do NOT have a 2nd priority, select "No additional priority location".
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
4. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 3rd location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • If you do NOT have a 3rd priority, select "No additional priority location".
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
5. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 4th location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • If you do NOT have a 4th priority, select "No additional priority location".
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
6. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 5th location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • If you do NOT have a 5th priority, select "No priority location".
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
7. In the preference question above that states "Select the locations you want to be considered for. You must choose at least one location." you selected the location(s) you prefer to be considered for.

Below, please prioritize the locations you selected above by selecting the 6th location you would like to be considered for. If you selected more than one location, use the following questions to prioritize each location (up to 6 locations).
  • The following list includes ALL IRS locations but not all locations are available for this announcement.
  • Only locations listed on the announcement and in the above question are available.
  • Do NOT select locations you did not choose in the question above.
  • If you do NOT have a 6th priority, select "No additional priority location".
  • Applicants will NOT be considered for locations that are not included on the announcement and in the question above.
 (limit characters)
8. How many performance related awards, (including time off in lieu of monetary), or quality step increases have you received in the three years preceding the closing date of this announcement?

You may obtain a list of your most recent awards at https://persinfo.web.irs.gov/indexawd.htm. (limit characters)
9. Please list the names of any performance related awards and/or quality step increases you have received in the three years preceding the closing date of this announcement and the dates (MMDDYYYY) of the awards. (For example: Performance Award, 02/02/2019).

You may obtain a list of your most recent awards at https://persinfo.web.irs.gov/indexawd.htm. (limit characters)
10. What is your Standard Employee Identifier (SEID)? (limit characters)
11. If you are, or ever were a Federal civilian employee, please provide your current or last pay plan, series, and grade level or pay band. For example: GS-0303-05, IR-0343-02, WG-5400-04. (limit 250 characters)
12. What is your current position title? (limit characters)
Assessment 1
Thank you for your interest in applying for this position. Your responses to the following questions supplement the information provided in your resume. (limit characters)
QUALIIFICATION REQUIREMENTS:

BASIC REQUIREMENTS FOR ALL GRADES:
A Bachelor's or higher degree in 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 above, plus additional education or appropriate experience.

GS-13 SPECIALIZED EXPERIENCE: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-12 grade level in the Federal service. Specialized experience for this position must include experience applying design and implementation of data science and analytical methods such as exploratory data analysis, descriptive analytics, and predictive analytics using machine learning. Experience with solution design techniques, implementation approaches, and analytics.  Experience carrying out advanced analytics tasks on projects such as data preparation to deal with data outliers or missing data. Experience in the use of relevant data science programming languages such as, R, Python, SQL, MATLAB, and experience using an integrated development environment (IDE) such as, RStudio. Experience applying effective communication, both orally and in writing to articulate findings and recommendations and to prepare reports and assessments for management. Experience in applying more than one data science model or algorithm and selecting the best using a performance metric like Area Under the Curve (AUC). Experience with the iterative processes required in carrying out data science projects such as identifying the business problem to be solved and data available to solve the problem, carrying out data preparation and feature engineering, and building models designed to solve the problem. Experience using data preparation methods, feature engineering, exploratory data analysis, predictive model creation, and designing and creating data visualizations. Experience with data analysis tools, data visualization tools, and data reporting platforms and tools such as, PowerBI, Tableau or other data analysis and visualization tools to tell stories with data and analysis (e.g., time series, cohort analysis, clustering analysis, trend analysis, principal components analysis, other data analysis).


 (limit characters)
1. BASIC REQUIREMENTS FOR ALL GRADES: A Bachelor's or higher degree in 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 above, plus additional education or appropriate experience.

Which is true about your Basic Qualifications? (limit characters)
2. GS-13 SPECIALIZED EXPERIENCE: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-12 grade level in the Federal service. Specialized experience for this position must include: Experience applying design and implementation of data science and analytical methods such as exploratory data analysis, descriptive analytics, and predictive analytics using machine learning. Experience with solution design techniques, implementation approaches, and analytics. Experience carrying out advanced analytics tasks on projects such as data preparation to deal with data outliers or missing data. Experience in the use of relevant data science programming languages such as, R, Python, SQL, MATLAB, and experience using an integrated development environment (IDE) such as, RStudio. Experience applying effective communication, both orally and in writing to articulate findings and recommendations and to prepare reports and assessments for management. Experience in applying more than one data science model or algorithm and selecting the best using a performance metric like Area Under the Curve (AUC). Experience with the iterative processes required in carrying out data science projects such as identifying the business problem to be solved and data available to solve the problem, carrying out data preparation and feature engineering, and building models designed to solve the problem. Experience using data preparation methods, feature engineering, exploratory data analysis, predictive model creation, and designing and creating data visualizations. Experience with data analysis tools, data visualization tools, and data reporting platforms and tools such as, PowerBI, Tableau or other data analysis and visualization tools to tell stories with data and analysis (e.g., time series, cohort analysis, clustering analysis, trend analysis, principal components analysis, other data analysis).

Which of the following is true about your specialized experience? (limit characters)
3. TIME-IN-GRADE REQUIREMENTS: Under merit promotion procedures, applicants must satisfy time-in-grade requirements contained in 5 CFR 300, Subpart F. Time is credited based on calendar time served in a grade, regardless of the number of days or hours worked.

Please select the response that best describes your time in grade. (limit characters)
4. In addition to the online application and resume, you must submit a current annual Performance Appraisal. If a revalidated appraisal is used for merit promotion, the supervisor must prepare a narrative for each critical job element that does not have a narrative describing the performance in the appraisal period covered by the rating. Note: If you are a manager or management official, your most recent annual performance appraisal must be used for the overall rating identified.

Did you receive a fully successful, equivalent, or higher rating on your most recent performance appraisal?
 (limit characters)
5. If you answered "I do not have a recent performance appraisal." in the previous question, please indicate why you do not have a current performance appraisal otherwise please enter N/A.
 (limit characters)
6. Please select the option that best describes your most recent performance appraisal. (limit characters)
7. Please enter the date of your most recent performance appraisal?
 (limit characters)
8. Please select the rating that you achieved on your most recent performance appraisal. For Non-IRS CTAP employees select the response that most accurately reflects your most recent performance rating. (limit characters)
Select “Yes” or “No” to the following question(s). (limit characters)
9. Are you currently in the same Business Operating Division and job series as the position for which you are applying to via this announcement? (limit characters)
10. Describe your highest level of experience participating in or leading teams of peers and more junior staff. (limit characters)
11. Which best Indicates your level of experience interacting in the workplace. (limit characters)
12. Which of the following have you reviewed for quality and accuracy? (limit characters)
13. Which of the following types of software packages have you used to analyze or manage data in a professional environment? (limit characters)
14. I have experience performing the following duties: (limit characters)
15. Which of the following best describes your data scientist experience? (limit characters)
16. Which of the following best describes your data scientist experience? (limit characters)
17. Which of the following best describes your highest level with service delivery? (limit characters)
18. Which of the following documents have you written? (limit characters)
19. Which of the following project steps have you performed to conduct qualitative and/or quantitative research? (limit characters)
20. Which of the following describes your experience with workload management and timeliness? (limit characters)
21. Which of the following describe(s) your experience responding to time-sensitive action items? (limit characters)
Select “Yes” or “No” to the following question(s). (limit characters)
22. To qualify for this position and receive full credit for your relevant experience you must list the month/year and number of hours worked for experience listed on your resume. Your resume must support your responses to the questions. Do you understand that failure to provide sufficient evidence in your resume may result in a "not qualified" determination?
 (limit characters)
23. I certify that, to the best of my knowledge and belief, all of the information included in this questionnaire is true, correct, and provided in good faith. I understand if I make an intentional false statement, or commit deception or fraud in this application and its supporting materials, or in any document or interview associated with the examination process, I may be fined or imprisoned (18 U.S.C. 1001); my eligibilities may be cancelled, I may be denied an appointment, or I may be removed and debarred from Federal service (5 C.F.R. part 731). I understand any information I give may be investigated. I understand that responding "No" to this item will result in my not being considered for this position.

Failure to agree or respond to the statement below will disqualify you from further consideration for the position. Select the most appropriate response below.
 (limit characters)
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