Internal Revenue Service Logo
Position Title
Data Scientist Direct Hire (12 Month Register)
Agency
Internal Revenue Service
Announcement Number
24-12194554K-OLD-1560-13T14 Opens in new window
Open Period
Tuesday, November 7, 2023 to Wednesday, August 7, 2024
For preview purposes only. To apply, please return to the USAJOBS announcement and click the Apply button.
Eligibilities
1. Do you claim Veterans’ Preference? (limit characters)
2. 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)
3. 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)
4. ICTAP Candidate - Are you a current or former federal employee displaced from a position in a federal agency other than the agency hiring for this position 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 ICTAP eligibility such as a Reduction in Force (RIF) separation notice or a Proposed Removal/Separation notice AND a copy of your most recent annual performance appraisal, AND a copy of your most recent SF-50 (Notification of Personnel Action) or equivalent personnel action form.
 
For more information, review Career Transition Assistance Plan (CTAP)/Interagency Career Transition Assistance Plan (ICTAP). (limit characters)
5. U.S. Citizen Candidate - Are you a U.S. citizen (either by birth or naturalization) or national of the United States? (limit characters)
Preferences
1. Select the location(s) you want to be considered for. You must choose at least one location. (limit characters)
2. Select the lowest grade you are willing to accept for this position. (limit characters)
3. Employees of the Internal Revenue Service (IRS) must demonstrate the highest level of ethics and integrity. Former employees will be subject to a screening of their prior performance and conduct with the Service, and all other applicants may be subject to reference checks of prior employment. Your responses to the following questions will be verified; Applicants providing false information may be made ineligible and will be subject to debarment for future employment opportunities with the IRS.

Please select the response that best describes your current or prior employment with the IRS. If you never worked for the Internal Revenue Service, you must select the last response "Not applicable." (limit characters)
4. Employees of the Internal Revenue Service (IRS) must demonstrate the highest level of ethics and integrity, and must be in compliance with all Federal Tax requirements. Applicants being considered for employment with the IRS will be subject to a tax check. You can "Get Your Tax Record" at http://www.irs.gov/ (https://www.irs.gov/individuals/get-transcript) and check the status of your account, balance owed, payment history, make a payment, or review answers to tax questions. Applicants not in compliance will be determined unsuitable for employment with IRS. Your responses to the following questions will be verified; Applicants providing false information may be made ineligible and will be subject to debarment for future employment opportunities with the IRS.

Please select the response that best describes your compliance with all Federal Tax requirements. You will be subject to a tax check that will verify your response to this question. (limit characters)
5. The following question is regarding your Selective Service status. If you are a male born after December 31, 1959, and are at least 18 years of age, civil service employment law (5 U.S.C. 3328) requires that you must be registered with the Selective Service System, unless you meet certain exemptions under Selective Service law. If you are required to register but knowingly and willfully fail to do so, you are ineligible for appointment by executive agencies of the Federal Government (5 CFR 300.704). Visit http://www.sss.gov/ for additional information. (limit characters)
6. If you are a current Federal employee, by what agency and organization are you employed? (limit characters)
7. If you selected "Other", please enter the agency and organization. (limit characters)
8. If you are a current Federal employee, what is your duty station? [City, State] (limit characters)
9. If you are a Federal employee, under what type of appointment are you currently serving? (limit characters)
10. 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)
11. If you are, or ever were a Federal civilian employee, indicate the pay plan and grade level or pay band of the highest graded position you have ever held. For example: GS-05, IR-02, WG-04. (limit characters)
12. Are you a current or former Federal employee with reinstatement eligibility? (limit characters)
13. Are you a retiree receiving a Federal annuity, either military or civilian?

Note: If you are an annuitant, your salary or annuity may be reduced upon employment. (limit characters)
14. Have you accepted a buyout from a Federal agency within the past 5 years? (limit characters)
15. Regarding the effectiveness of our recruitment strategies; how did you first hear about this job? (limit characters)
16. If you answered "Posting on a job board or search agent other than USAJOBS (Monster, CareerBuilder, Indeed, LinkUp, etc." in the previous question, please indicate in the box below the name of the job board or search agent other than USAJOBS you saw the advertisement.

If you answered "Social Media posting (Twitter, Facebook, LinkedIn, on-line job fairs, etc.)" in the previous question, please indicate in the box below the name of the Social Media platform you saw the advertisement.

If you answered "Attended a recruitment event (Job/Career Fair, Open House, Meet & Greet, Meetup, etc.)" in the previous question, please indicate in the box below the name and state of the recruiting event.

If you answered "School/University announcement/career counselor" in the previous question, please indicate in the box below the name of the school/university of the announcement where you saw the advertisement.

If you answered "Third party referral, such as diversity or community organization, or employment office (Federal, state or local)" in the previous question, please indicate in the box below the name of the third party referral and the state you saw the advertisement.

If you answered "Newspaper (print/online)" in the previous question, please indicate in the box below the name of the newspaper and the state you saw the advertisement.

If you answered "Radio" in the previous question, please indicate in the box below the name of the radio station and state you heard the advertisement.

If you answered "Transit/Bus Advertisement" in the previous question, please indicate in the box below the city and state you saw the advertisement.

If you answered "Banner Advertisement - Major News Websites" in the previous question, please indicate in the box below the website.

If you answered "Banner Advertisement - Movie Theater Websites" in the previous question, please indicate in the box below the website.

If you answered "Classified Advertisement Website (Craigslist, Angie's List, etc.)" in the previous question, please indicate in the box below the name of the website, city and state.

If you answered "Other" in the previous question, please specify in the box below. (limit characters)
17. 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 employed, or have been employed within the last 5 years, in any one of the categories below, you must disclose this information. Failure to disclose this information could result in disciplinary action including removal from Federal Service.

Are you a current or former political appointee as described under 5 U.S.C. sections 5312 through 5316 (relating to the Executive Schedule)?
-OR-
Are you a current or former political Schedule A, Schedule C, or an individual who serves or served in a political capacity under agency-specific authority in the Executive Branch?
-OR-
Are you a current or former noncareer SES appointee, or an individual who serves or served in a political capacity under Limited Term SES or Limited Emergency SES appointment in the Executive Branch? (limit characters)
18. If yes, identify the position held, the employing agency/organization, and the dates of the appointment. Please provide SF-50s showing your political appointment and, if applicable, resignation/termination SF-50. (limit characters)
19. For positions with an education requirement, or if you are qualifying for this position by substituting education or training for experience, are you aware that you must submit a copy of your transcripts or equivalent as specified in this announcement? An official transcript will be required if you are selected. (limit characters)
Assessment 1
QUALIFICATION REQUIREMENTS:  To qualify for this position, you must meet the qualification requirements outlined below:

BASIC REQUIREMENTS All GRADES: 
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.


SPECIALIZED EXPERIENCE FOR GS-13:
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).

SPECIALIZED EXPERIENCE FOR GS-14:
You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-13 grade level in the Federal service. Specialized experience for this position must include: Experience with data science and analytical methods from conducting machine learning, Natural Language Processing, and technical procedures such as, solution design, implementation, and deployment. Experience using one or more relevant data science programming languages such as, R, Python, SQL, MATLAB; the use of an integrated development environment (IDE) such as, RStudio. Experience with evaluative methods based on analytical skills and experiences balancing project and technological risk of the advanced solution's design, development and implementation. Experience defining data science problems and generating solution designs.
Experience communicating a synthesis of data science topics or issues and analytics solutions. Experience applying effective communication, both orally and in writing to articulate findings and recommendations. Experience with data preparation methods such as, feature creation, exploratory data analysis, model creation, and data visualization. Experience developing machine learning and AI models. Experience using data analysis, data visualization, and data reporting tools such as Power BI or Tableau. Experience researching and applying internal guidelines, policies, and procedures in order to adapt them to varying circumstances, including resolving conflicts between directives and guidance from different sources. (limit characters)
1. ALL GRADES: Which of the following is true regarding 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. Specialized experience: GS-14 Level: You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-13 grade level in the Federal service. Specialized experience for this position must include: Experience with data science and analytical methods from conducting machine learning, Natural Language Processing, and technical procedures such as, solution design, implementation, and deployment. Experience using one or more relevant data science programming languages such as, R, Python, SQL, MATLAB; the use of an integrated development environment (IDE) such as, RStudio. Experience with evaluative methods based on analytical skills and experiences balancing project and technological risk of the advanced solution's design, development and implementation. Experience defining data science problems and generating solution designs. Experience communicating a synthesis of data science topics or issues and analytics solutions. Experience applying effective communication, both orally and in writing to articulate findings and recommendations. Experience with data preparation methods such as, feature creation, exploratory data analysis, model creation, and data visualization. Experience developing machine learning and AI models. Experience using data analysis, data visualization, and data reporting tools such as Power BI or Tableau. Experience researching and applying internal guidelines, policies, and procedures in order to adapt them to varying circumstances, including resolving conflicts between directives and guidance from different sources.

Which of the following is true about your specialized experience? (limit characters)
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)
4. 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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