Mathematical Statistician (Data Scientist) Recent Graduate Pathways
: Job Details :

SummaryClick on Learn more about this agency button below to view Eligibilities being considered and other IMPORTANT information.Pathways is an Excepted Service Appointment, Schedule D, 5 CFR Part 362, and may NOT be combined with other Excepted Service Appointments (e.g., Schedule A).For additional information regarding the Pathways Program, please refer to: Students & Recent Graduates on USAJOBS.WHERE CAN I FIND OUT MORE ABOUT OTHER IRS CAREERS? Visit us on the web at www.jobs.irs.govThis job is open to

• Recent graduatesIndividuals who have graduated from an accredited educational institute or certificate program within the last 2 years or 6 years for Veterans.

Clarification from the agencyOpen to U.S. Citizens/Nationals who have completed a degree or certificate from a qualifying education institution within the previous 2 years or are within 9 months of graduating. Veterans unable to apply within 2 years of receiving their degree, due to military service obligation, have a full 2-year eligibility period upon release or discharge from active duty. The eligibility period for veterans must be within 6 years of degree completion.VideosDutiesIRS Recent Graduates Program affords developmental experiences in the Federal Government intended to promote possible careers in the civil service to individuals who have recently graduated from qualifying educational institutions or programs. Selected applicants are placed in a dynamic, developmental program with the potential to lead to a civil service career in the Federal Government. In addition, the IRS implemented the new IRS Forward Recent Graduate Program that includes an additional year of formal development, training, networking, project teams, and may include rotational assignments.Following the completion of program requirements, selectees may be considered for non-competitive conversion to a career/career-conditional or term appointment. All conversion requirements will be identified in the Participant Agreement. Program requirements include but are not limited to:

• Successful completion of at least 1 to 2 years of continuous service depending on the position;
• Completion of at least 40 hours of interactive training;
• Mentorship;
• Demonstration of successful job performance; and
• Meet the qualification position standards.

Conversion to the competitive service is not implied or guaranteed.If selected, you will be placed in a developmental position as a Mathematical Statistician (Data Scientist) Recent Graduate Pathways, GS-1529- 9 or 11 with promotion potential to GS-11 in one the division(s) listed below:Research, Applied Analytics and StatisticsA description of the business units can be found at: Vacancies will be filled in the following specialty areas:Research, Applied Analytics and StatisticsThe following are the duties of this position at the full working level.

• Collaborates with business and technology partners to understand business needs, identify opportunities, and develop and implement analytical solutions.
• Assists in identifying and assessing relevant data sources' validity and reliability to meet project needs.
• Collates, cleans, transforms, analyzes, and integrates structures and unstructured data from various sources in preparation for analysis.
• Applies scientific, data mining, and statistical theory and methods to test hypotheses using structured and unstructured data.
• Assists in the development of data product solutions to improve customer experiences, anomaly detection, and business outcomes.
• Assists in the development of proofs of concept or demonstrations to evaluate feasibility of project solutions and recommends visualization strategies.
• Documents project work and reviews deliverables for validity and reliability.

This position has career progression. If you are selected at a grade level lower than the full working level, you may be non-competitively promoted as your career progresses. For example, you may be hired as a GS-05, but if the position has career progression to GS-11, then you may move from a GS-05 to a GS-11 in as little as three years.Requirements Conditions of Employment

• Must be a U.S. Citizen or National and provide proof of U.S. Citizenship. (Birth certificate showing birth in the U.S; Unexpired U.S. Passport; Certificate of Citizenship or Naturalization; or Report of Birth Abroad of a U.S. Citizen (Form FS-240))
• Undergo a review of prior performance/conduct and an income tax verification. Refer to Get Your Tax Record at to check the status of your account, balance owed, payment history, make a payment, or review answers to tax questions. If you are not in compliance, you will be determined unsuitable for employment with IRS.
• This position requires that the successful candidate undergo personnel vetting, which includes a background investigation and enrollment upon onboarding into Continuous Vetting. Enrollment in Continuous Vetting will result in automated record checks being conducted throughout one's employment with Treasury. The successful candidate will also be enrolled into FBI's Rap Back service, which will allow Treasury to receive notification from the FBI of criminal matters (e.g., arrests, charges, convictions) involving enrolled individuals in near real-time. For more information regarding your rights refer to Noncriminal Justice Applicant's Privacy Rights - FBI, FD-258 Privacy Act Statement - FBI, and SEAD-3-Reporting-U.pdf (dni.gov).
• Complete a Declaration for Federal Employment to determine your suitability for Federal employment, at the time requested by the agency.
• Go through a Personal Identity Verification (PIV) process that requires two forms of identification from the Form I-9. Federal law requires verification of the identity and employment eligibility of all new hires in the U.S. These documents must be unexpired original or certified copies.
• The Fair Chance to Compete for Jobs Act prohibits the Department of Treasury and its bureaus from requesting an applicant's criminal history record before that individual receives a conditional offer of employment. In accordance with 5 U.S. Code § 9202(c) and 5 C.F.R § 920.201 certain positions are exempt from the provisions of the Fair Chance to Compete Act. Applicants who believe they have been subjected to a violation of the Fair Chance to Compete for Jobs Act, may submit a written complaint to the Department of Treasury by email at, ...@treasury.gov. To learn more, please visit our page at: Treasury.gov/fairchanceact.

QualificationsFederal experience is not required. The experience may have been gained in the public sector, private sector or Volunteer Service. One year of experience refers to full-time work; part-timework is considered on a prorated basis.To ensure full credit for your work experience, please indicate dates of employment by month/year, and indicate number of hours worked per week, on your resume.In order to qualify, you must first meet Pathways Recent Graduate Program eligibility:You must have, within the previous 2 years, completed all educational requirements for a qualifying associate, bachelor, masters, professional, doctorate, vocational or technical degree or certificate from a qualifying institution; or intended graduation is no more than 9 months from date of application;-OR-Veterans (as defined in 5 U.S.C. 2108) who, due to a military service obligation, were precluded from applying to a Recent Graduates Program during any portion of the 2-year eligibility period may have their eligibility period extended so that they receive the full 2 years of eligibility. The remaining 2-year eligibility period will begin upon his or her release or discharge from active duty. The veteran's eligibility period may not extend beyond 6 years from the date of completion of all requirements of an academic course of study.Secondly, you must meet any basic requirements of the position and the experience requirements described in the Office of Personnel Management (OPM) Qualification Standards for General Schedule Positions,BASIC REQUIREMENT OR INDIVIDUAL OCCUPATIONAL REQUIREMENT: GS-1529 Mathematical Statistician (Data Scientist) Basic Requirements (ALL GRADES):You must have a degree that included courses in mathematics and statistics totaling at least 24 semester hours. This course work must have included a minimum of 12 semester hours of mathematics and 6 semester hours were in statistics. Courses acceptable toward meeting the mathematics course requirement must have included at least four of the following: differential calculus, integral calculus, advanced calculus, theory of equations, vector analysis, advanced algebra, linear algebra, mathematical logic, differential equations, or any other advanced course in mathematics for which one of these was a prerequisite. Courses in mathematical statistics or probability theory with a prerequisite of elementary calculus or more advanced courses will be accepted toward meeting the mathematics requirements, with the provision that the same course cannot be counted toward both the mathematics and the statistics requirement. ORA combination of education and experience that includes at least 24 semester hours of mathematics and statistics, including at least 12 hours in mathematics and 6 hours in statistics, as described above; and Experience that showed evidence of statistical work such as (a) sampling, (b) collecting, computing, and analyzing statistical data, and (c) applying known statistical techniques to data such as measurement of central tendency, dispersion, skewness, sampling error, simple and multiple correlation, analysis of variance, and tests of significance.In addition to meeting the basic requirement above, to qualify for this position you must also meet the qualification requirements listed below:SPECIALIZED EXPERIENCE FOR GS-09:You must have one year of specialized experience at a level of difficulty and responsibility equivalent to the GS-07 grade level in the Federal service. Specialized experience for this position includes at least three of the following: Experience using data mining process models (such as CRISP-DM, SEMMA, etc.,) to design and execute data science project. Experience preparing and analyzing structured and unstructured datasets to explore and evaluate data science centric models. Experience applying a range of analytic approaches, including (but not limited to) machine learning, text analytics, and natural language processing; graph theory, link analysis and optimization models; complex adaptive systems; and/or deep learning neural networks that are part of the exploration. Experience coding in various programming languages (such as R, Python, SQL, or JAVA) to conduct various phases of data science projects. Experience creating and querying different datastores and architectures (such as Sybase, Oracle, and open-source databases) to work with various types of data as part of the data science project. Experience using tools for data visualization (graphs, tables, charts, etc.,) and end-user business intelligence.ORYou may substitute education for specialized experience specialized experience as follows: Two (2) full academic years of progressively higher level graduate education in in Mathematics, statistics, or related field of study from an accredited college or university. OR master's or equivalent degree in Mathematics, statistics, or related field of study from an accredited college or university.For the Recent Graduate Program, education must be successfully completed or must be successfully completed within 9 months of this application date.SPECIALIZED EXPERIENCE FOR GS-11:You must have one year of specialized experience at a level of difficulty and responsibility equivalent to the GS-09 grade level in the Federal service. Specialized experience for this position includes at least five of the following: Experience using data mining process models (such as CRISP-DM, SEMMA, etc.,) to design and execute data science project. Experience preparing and analyzing structured and unstructured datasets to explore and evaluate data science centric models. Experience applying a range of analytic approaches, including (but not limited to) machine learning, text analytics, and natural language processing; graph theory, link analysis and optimization models; complex adaptive systems; and/or deep learning neural networks that are part of the exploration. Experience coding in various programming languages (such as R, Python, SQL, or JAVA) to conduct various phases of data science projects. Experience creating and querying different datastores and architectures (such as Sybase, Oracle, and open-source databases) to work with various types of data as part of the data science project. Experience using tools for data visualization (graphs, tables, charts, etc.,) and end-user business intelligence.ORYou may substitute education for specialized experience specialized experience as follows: Three (3) full academic years of progressively higher level graduate education in Mathematics, Statistics, or related fields. OR Ph. D. or equivalent doctoral degree Mathematics, Statistics, or related field of study from an accredited college or university.For the Recent Graduate Program, education must be successfully completed or must be successfully completed within 9 months of this application date.For more information on qualifications please refer to OPM's Qualifications Standards.EducationThis position has an education requirement. You MUST submit dated documentation showing completion or intended completion (if graduation is no more than 9 months from the date of application) of all educational requirements (e.g. letter from the registrar, unofficial transcripts). An official transcript will be required if you are selected. Education must be accredited by an accrediting institution recognized by the U.S. Department of Education.FOREIGN EDUCATION: Education completed in foreign colleges or universities may be used to meet the requirements. You must show proof the education credentials have been deemed to be at least equivalent to that gained in conventional U.S. education program. It is your responsibility to provide such evidence when applying. Click here (Section 3, Explanation of Terms) or here for Foreign Education Credentialing instructions.CERTIFICATE: If you are qualifying based on a certificate program, please refer to Treasury's Pathways Program for more information on qualifying certificate programs. A Certificate Program is a post-secondary educational program in a qualifying educational institution, equivalent to at least one full-time academic year of study, that is part of an accredited college-level, technical, trade, vocational or business school curriculum. For study at a business or technical school, 36 weeks of study (20+ classroom hours per week) is comparable to 1 academic year of full-time study. IF you are applying with a completed IT or Business Professional Certification you must submit a dated transcript or letter issued by the Academic Institution detailing your completed coursework and credit hours completed. If your Academic institution calculates a full-year of academic studies with fewer hours, or academic credits are expressed in contract months, units, or other terms that differ from the conventional hours, please have your academic advisor provide a letter certifying the Certificate program meets the regulatory definition.For more information on education requirements go to Treasury's Pathways Program.Additional information

• Pathways in an Excepted Service Appointment, Schedule D, 5 CFR Part 362. Selected applicants who occupy positions in the Competitive Service must acknowledge the outcome of voluntarily leaving the Competitive Service prior to accepting an Excepted Service Appointment in a Pathways Program. See 5 CFR 302.102(b)(2).
• All selectees must sign a Participant Agreement.
• An official transcript must be provided to confirm degree completion prior to appointment to the position.
• Subject to a 1-year probationary period (unless already completed). Note: Current Federal employees may be required to serve a new probationary period (5 CFR 315.802(b)).
• If you are a male applicant born after December 31, 1959, certify that you have registered with the Selective Service System or are exempt from having to do so.
• We may select from this announcement or any other source to fill one or more vacancies. Additional jobs may be filled.
• The salary range indicated in this announcement reflects the minimum locality pay up to maximum locality pay for all duty locations listed. The range will be adjusted for selected duty location. General Schedule locality pay tables may be found under Salaries & Wages.
• This is a bargaining unit position.
• Tour of Duty: Day Shift Start and stop times between 6:00 a.m. and 6:00 p.m.
• Alternative work schedule, staggered work hours or telework may be available.
• In the event that a building is closed due to rent management, new hires may be placed in a local commuting location.
• Telework Eligible Positions: Telework eligible positions do not guarantee telework. Employees must meet and sustain IRS telework eligibility requirements (e.g., reporting at least twice a pay period to your assigned Post of Duty (POD)) and supervisor's approval to participate in the IRS Telework Program. Employees must also be within a 200-mile radius of their official assigned post-of-duty (POD) while in a telework status. As a reminder - If you are selected for a position, you are responsible for reporting to your designated POD (location) on the negotiated start date or as directed by management.

• The employment of any candidate selected for this position, including a current employee or a new hire, selected for this position may be conditional upon classification and/or audit of federal tax returns. This audit may include up to 2 years of returns.
• This is an excepted service appointment and will be made for a specified period of time as identified in this job announcement. It will not become permanent. If you currently hold a Federal position in the competitive service and accept this appointment, you will voluntarily relinquish your competitive position. Upon completion of this appointment, you will not be returned to your previous position.
• Relocation expenses - No.
• First cutoff date 12/06/2024.

For more information regarding Union Representation click hereNational Treasury Employees Union - NTEU

• BenefitsA 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.Review our benefitsEligibility 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 EvaluatedYou will be evaluated for this job based on how well you meet the qualifications above.You will be evaluated based on how well you meet the qualifications listed in this vacancy announcement. Your qualifications will be determined based on your application materials (e.g., resume, supporting documents) and the responses you provide on the application questionnaire. Please be sure that your resume includes detailed information to support your qualifications for this position; failure to provide sufficient evidence in your resume may result in a not qualified determination. In order to be considered for this position, you must complete all required steps in the process and meet all qualifications. Overstating your qualifications and/or experience in your application materials or application questionnaire may result in your removal from consideration. Applicants who disqualify themselves will not be evaluated further.Rating: You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):

• Attention to Detail
• Oral Communication
• Planning and Evaluating
• Statistical Methods
• Technical Competence
• Writing

Category rating will be used to rank and select eligible candidates. If qualified, you will be assigned to one of two CAT A/B or CAT C quality level categories, CAT A/B, CAT C depending on your responses to the online questions, regarding your experience, education, and training related to this position. Your rating may be lowered if your responses to the online questions are not supported by the education and/or experience described in your application.Referral: If you are among the top qualified candidates, your application may be referred to a selecting official for consideration. Candidates, if required to participate in a selection interview (telephonic and/or in person at the discretion of the Selecting Official in accordance with hiring practices), will be interviewed in quality group order. We will not reimburse costs related to the interview such as travel to and from the interview site.Veterans' preference is applied after applicants are assessed. Qualified preference eligibiles who have a compensable service-connected disability of 10 percent or more (CPS, CP) are placed at the top of the highest category on the referral list (except for scientific or professional positions at the GS-9 level or higher). Remaining preference eligibles are placed above non-preference eligibles within their assigned category.

• BenefitsA 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.Review our benefitsEligibility 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.
• Required DocumentsAs a new or existing federal employee, you and your family may have access to a range of benefits. Your benefits depend on the type of position you have - whether you're a permanent, part-time, temporary or an intermittent employee. You may be eligible for the following benefits, however, check with your agency to make sure you're eligible under their policies.The following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.
• Resume - Your resume MUST contain dates of employment (i.e., month/year to month/year or present). To ensure you receive full credit for relevant experience, include the hours worked per week. We recommend that your resume not exceed 5 pages. If including Federal service experience, you MUST provide the pay plan, series, and grade, i.e., GS-0301-09. If the pay plan, series, and grade are not provided, it may result in an ineligible determination.Your resume must NOT include photographs, classified or government sensitive information, social security number (SSN), encrypted/digitally signed documents, or links to social media such as LinkedIn, or other inappropriate material or content. If your resume contains prohibited information as listed above, your application will be determined ineligible, and you will not receive consideration for this position. (Cover letters are optional.) Please view Resume Tips. It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.
• Online Application - Questionnaire
• Education - See Education Section above
• Registration/License (if applicable) - active, current registration/license
• Veterans' Preference (if applicable) - You MUST submit a copy of your DD-214 (Member 4 copy), or other official documentation from a branch of the Armed Forces or the Department of Veterans Affairs showing dates of service and type of discharge. If you are serving under active duty, provide certification from the Armed Forces that you will be discharged or released within 120 days from the date of certification. The certification must indicate your dates of service, rank and that you will be separated under honorable conditions.10-point preference eligible - Submit an Application for 10-point Veteran Preference, SF-15, along with the required documentation listed on the back of the form if you are a 10-point preference eligible. For more information on claiming veterans' preference view here.
Please note that if you do not provide all required information, as specified in this announcement, your application will be determined incomplete, and you will not be considered for this position (or may not receive the special consideration for which you may be eligible).
• How to ApplyThe following instructions outline our application process. You must complete this application process and submit any required documents by 11:59 p.m. Eastern Time (ET) on the closing date and/or cut-off dates in this announcement. We are available to assist you during business hours (normally 8:00 a.m. - 4:00 p.m. ET, Monday - Friday).To preview the Application Questionnaire, please click the following link:
  • To begin the application process, click the Apply Online button.
  • You will be re-directed to Treasury's hiring system to complete your application process; answer the online questions, and submit all required documents. (To submit supporting documents, click one of the available options; Upload; Fax; or Reuse existing documents. To protect your privacy, we suggest you first remove your SSN).
  • To complete, you must click the Submit Application button prior to 11:59 PM (ET) on 02/01/2025.
  To update your application, including supporting documentation, at any time during the announcement open period, return to your USAJOBS account ( There you will find a record of your application, the application status, and an option to Update Application. This option will no longer be available once the announcement has closed.To verify the status of your application both during and after the announcement open period, log into your USAJOBS account: . All of your applications will appear on the Welcome page. The application record in your USAJOBS account provides an Additional Application Information page that provides information regarding the documentation you submitted and any correspondence we have sent related to this application. The Application Status will appear along with the date your application was last updated. For information on what each Application Status means, visit: Are you unsure how to write your federal resume? We are here to help. The Treasury Recruitment Service regularly offers Writing Your Federal Resume training sessions, and other career-related information sessions, to assist you in your career search journey. To register for a session, click here to go to our Career Information Sessions webpage.Agency contact information(ERC) Employee Resource CenterPhone866-###-####WebsiteAddressRAAS1111 Constitution Ave NWWashington, DC 20224USNext stepsTreasury believes in a working environment that supports inclusion; to review reasonable accommodation policies and procedures please visit We provide reasonable accommodation to applicants with disabilities on a case-by-case basis; contact us if you require this for any part of the application and hiring process.Once your application package and online questionnaire is received you will receive an acknowledgement email. You are responsible for checking status updates and notifications in USAJOBS. Hard copy notifications will not be sent to you. You may check the status of your application for this position at any time by logging onto the USAJOBS My Account tab and clicking on Application Status. For a more detailed update of your application status, you may click on more information. Please notify us if your contact information changes after the closing date of the announcement. If your email mailbox is full or blocked (SPAM) you may not receive important communication that could affect your consideration for this position.
• Fair and TransparentThe Federal hiring process is set up to be fair and transparent. Please read the following guidance.
  • Criminal history inquiries
  • Equal Employment Opportunity (EEO) Policy
  • Financial suitability
  • New employee probationary period
  • Privacy Act
  • Reasonable accommodation policy
  • Selective Service
  • Signature and false statements
  • Social security number request

Required DocumentsThe following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.

Resume - Your resume MUST contain dates of employment (i.e., month/year to month/year or present). To ensure you receive full credit for relevant experience, include the hours worked per week. We recommend that your resume not exceed 5 pages. If including Federal service experience, you MUST provide the pay plan, series, and grade, i.e., GS-0301-09. If the pay plan, series, and grade are not provided, it may result in an ineligible determination.Your resume must NOT include photographs, classified or government sensitive information, social security number (SSN), encrypted/digitally signed documents, or links to social media such as LinkedIn, or other inappropriate material or content. If your resume contains prohibited information as listed above, your application will be determined ineligible, and you will not receive consideration for this position. (Cover letters are optional.) Please view Resume Tips. It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.

Online Application - Questionnaire

Education - See Education Section above

Registration/License (if applicable) - active, current registration/license

Veterans' Preference (if applicable) - You MUST submit a copy of your DD-214 (Member 4 copy), or other official documentation from a branch of the Armed Forces or the Department of Veterans Affairs showing dates of service and type of discharge. If you are serving under active duty, provide certification from the Armed Forces that you will be discharged or released within 120 days from the dat