What are the responsibilities and job description for the Data Scientist position at U.S. Department of the Treasury?
Summary
Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information.
WHERE CAN I FIND OUT MORE ABOUT OTHER IRS CAREERS? Visit us on the web at www.jobs.irs.gov
Learn more about this agency
This job is open to
Clarification from the agency
Open to IRS Career/Career-Conditional, Treasury/IRS CTAP, & IRS RPP employees
Duties
WHAT IS THE (RAAS) RESEARCH, APPLIED ANALTYICS AND STATISTICS DIVISION?
A description of the business units can be found at: https://www.jobs.irs.gov/about/who/business-divisions
Vacancies Will Be Filled In The Following Specialty Areas
Research, Applied Analytics and Statistics Data Management
The following are the duties of this position at the full working level.
Conditions of Employment
Standard Position Descriptions (spd)
PD23026
Visit the IRS SPD Library to access the position descriptions.
Federal 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.
You must meet the following requirements by the closing date of this announcement:
BASIC QUALIFICATION REQUIREMENTS: This is a collateral duty assignment with no promotion potential, change to your current permanent position description of record, or post of duty. Your experience must demonstrate your technical expertise to plan and conduct formal classroom training on basic or advanced areas of tax law, procedures, policies, techniques, or other specialized fields unique to your position/occupation. The cadre position covered by this announcement is identified below:
BASIC REQUIREMENT : A 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: A combination of education and experience that includes courses equivalent to a major field of study (30 semester hours) as shown in the paragraph above, plus additional education or appropriate experience.
SPECIALIZED EXPERIENCE GRADE 14: In addition to the basic requirements, you must have one (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 includes:
Experience applying 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 study. Experience using scientific methods to plan, design, conduct, and present data science projects to stakeholders. Experience planning and executing a variety of projects and in making recommendations requiring technical and administrative judgment. Experience developing long- and short-term program plans, assess resource utilization, initiate, or recommend new or revised processes and procedures. Experience applying statutory, regulatory and policy requirements and guidelines to analyze data, draw valid conclusions, formulate policy or procedures. Experience applying data preparation methods, feature creation engineering, exploratory data analysis, model creation, and data visualization applied to advanced analytics, machine learning and artificial intelligence. Experience using statistical analysis and computing, machine learning, deep learning, processing large data sets, data visualization, data wrangling, mathematics, and programming. Experience with research and study design from the formulation of concepts through specification and analysis of output to the presentation of conclusions. Experience with project planning techniques along with negotiating with management to accept and implement recommendations. Experience preparing and analyzing structured and unstructured datasets. Experience coding in various programming languages. Analytic platforms, artificial intelligence (AI), data visualization and data reporting tools and scripting tools to conduct data science projects, as well as instruct others. Experience preparing written and oral communications, to produce authoritative reports, position papers, briefings, and presentations that effectively communicates ideas to IRS executives, managers, and technical experts.
AND
MEET TIME IN GRADE (TIG) REQUIREMENT: You must meet applicable TIG requirements to be considered eligible. To meet TIG for positions above the GS-05 grade level, you must have served at least one year (52 weeks) at the next lower grade (or equivalent) in the normal line of progression for the position you are applying to. Advancement to positions up to GS-05 is permitted if the position to be filled is no more than two grades above the lowest grade held within the preceding 52 weeks.
AND
TIME AFTER COMPETITIVE APPOINTMENT: By the closing date (or if this is an open continuous announcement, by the cut-off date) specified in this job announcement, current civilian employees must have completed at least 90 days of federal civilian service since their latest non-temporary appointment from a competitive referral certificate, known as time after competitive appointment. For this requirement, a competitive appointment is one where you applied to and were appointed from an announcement open to "All US Citizens".
For more information on qualifications please refer to OPM's Qualifications Standards.
Education
A copy of your transcripts or equivalent documentation is required for positions with an education requirement, or if you are qualifying based on education or a combination of education and experience. An official transcript will be required if you are selected. If the position has specific education requirements and you currently hold, or have previously held, a position in the same job series with the IRS, there is no need to submit a transcript or equivalent at this time. Applicants are encouraged, but are not required, to submit an SF-50 documenting experience in a specific series. A college or university degree generally must be from an accredited (or pre-accredited) college or university recognized by the U.S. Department of Education. For a list of schools which meet these criteria, please refer to Department of Education Accreditation page.
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.
Additional information
Review our 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.
Your application includes your resume, responses to the online questions, and required supporting documents. 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. Applicants who disqualify themselves will not be evaluated further.
Rating: Your application will be evaluated in accordance with the Service's Merit Promotion Plan. You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):
Your application will also be rated and ranked among others, based on your responses to the online questions, regarding your experience, education, and training. Any performance appraisal/evaluation and award documentation you provide will be forwarded to the selecting official. The selecting official will review this documentation and give it due weight consideration during the overall selection process. IRS employees may obtain their most recent awards listing at https://persinfo.web.irs.gov/. 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: A category-like rating (Quality Group) will be used to rate, rank and select eligible candidates. If qualified, you will be assigned to one of three quality level categories, Superior/Best Qualified, Highly Qualified and Qualified.
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.
If you are a displaced or surplus Federal employee eligible for Career Transition Assistance Plan (CTAP), you must receive a score of Highly Qualified or better to be rated as well qualified to receive special selection priority.
Required Documents
The following documents are required and must be provided with your application. All application materials, including transcripts, must be in English.
It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.
How to Apply
The 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 07/18/2024 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). If applying online poses a hardship, please contact us by noon ET on 07/18/2024.
To preview the Application Questionnaire, please click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/12464429
To verify the status of your application both during and after the announcement open period, log into your USAJOBS account: https://my.usajobs.gov/Account/Login . 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: https://www.usajobs.gov/Help/how-to/application/status/.
Agency contact information
(ERC) Employee Resource Center
Phone 866-743-5748 Email hco.mphs.apply@irs.gov Website https://irsgov.sharepoint.com/sites/EmployeeResources/SitePages/ERC-Help-Desk.aspx
Address RAAS - Data Management
1111 Constitution Ave NW
Washington, DC 20224
US
Learn more about this agency
Next steps
Treasury believes in a working environment that supports inclusion; to review reasonable accommodation policies and procedures please visit https://www.opm.gov/policy-data-oversight/disability-employment/reasonable-accommodations/. 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.
As a current employee, you know the great benefits we offer. Should you have any questions about benefits, please contact the Employee Resource Center (ERC) at 1-866-743-5748 option #1 for ERC.
Fair & Transparent
The Federal hiring process is set up to be fair and transparent. Please read the following guidance.
Share
This job originated on www.usajobs.gov. For the full announcement and to apply, visit www.usajobs.gov/job/798363500. Only resumes submitted according to the instructions on the job announcement listed at www.usajobs.gov will be considered.
Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information.
WHERE CAN I FIND OUT MORE ABOUT OTHER IRS CAREERS? Visit us on the web at www.jobs.irs.gov
Learn more about this agency
This job is open to
- Career transition (CTAP, ICTAP, RPL)
- Internal to an agency
Clarification from the agency
Open to IRS Career/Career-Conditional, Treasury/IRS CTAP, & IRS RPP employees
Duties
WHAT IS THE (RAAS) RESEARCH, APPLIED ANALTYICS AND STATISTICS DIVISION?
A description of the business units can be found at: https://www.jobs.irs.gov/about/who/business-divisions
Vacancies Will Be Filled In The Following Specialty Areas
Research, Applied Analytics and Statistics Data Management
The following are the duties of this position at the full working level.
- Applies professional knowledge of computer science, mathematical, statistical theories, techniques, and methods to gather, analyze, design, and construct new processes for analytical modeling, interpreting models, and/or reporting quantitative information, trends, relationships, and correlations among or within data. Advises on the potential benefits/uses of automation to improve the efficiency of program operations. Analyzes a variety of data sources to provide data driven insights to the RAAS organization to streamline processes.
- Utilizes an in-depth knowledge of data science techniques and methodologies such as machine learning, predictive analysis, prescriptive analysis and optimization, and other emerging analytical techniques to assist, consult, or lead others in the application of data science techniques. Defines and documents the specific analytics approaches applied in project delivery; establishing success metrics to be used in satisfying business's requirements for project outcomes; and establishing key performance indicators to be used in ongoing reporting that measure the value creation delivered by the project over time.
- Interprets, develops, adapts, and coordinates analytical reviews of new policies, procedures, and program requirements of the Service and their impact on Service operations and resources. Accordingly, the incumbent advises and negotiates acceptance of conflicting issues with management in the formulation of specific policies.
- The incumbent directs RAAS personnel in all areas of the project and serves as a mentor to junior data scientists. The incumbent provides advisory and analytical support to all levels of management, including division-wide and/or cross-divisional tasks and applies critical thinking, problem solving and ability to communicate complex analysis to advance the use of data-driven decision making in RAAS operations.
- Directs, coaches, and mentors' junior staff in product design so there is a skillset in continual product refinement, reviews work of other analysts, provides feedback to management regarding staff performance, and demonstrates leadership in the office including regular assignments as acting manager. As a group leader, typically makes individual project assignments to team members, provides program and administrative guidance and assistance, and reviews completed work for overall adequacy.
Conditions of Employment
Standard Position Descriptions (spd)
PD23026
Visit the IRS SPD Library to access the position descriptions.
- A 1-year probationary period is required (unless already completed)..
- Obtain and use a Government-issued charge card for business-related travel.
Federal 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.
You must meet the following requirements by the closing date of this announcement:
BASIC QUALIFICATION REQUIREMENTS: This is a collateral duty assignment with no promotion potential, change to your current permanent position description of record, or post of duty. Your experience must demonstrate your technical expertise to plan and conduct formal classroom training on basic or advanced areas of tax law, procedures, policies, techniques, or other specialized fields unique to your position/occupation. The cadre position covered by this announcement is identified below:
BASIC REQUIREMENT : A 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: A combination of education and experience that includes courses equivalent to a major field of study (30 semester hours) as shown in the paragraph above, plus additional education or appropriate experience.
SPECIALIZED EXPERIENCE GRADE 14: In addition to the basic requirements, you must have one (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 includes:
Experience applying 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 study. Experience using scientific methods to plan, design, conduct, and present data science projects to stakeholders. Experience planning and executing a variety of projects and in making recommendations requiring technical and administrative judgment. Experience developing long- and short-term program plans, assess resource utilization, initiate, or recommend new or revised processes and procedures. Experience applying statutory, regulatory and policy requirements and guidelines to analyze data, draw valid conclusions, formulate policy or procedures. Experience applying data preparation methods, feature creation engineering, exploratory data analysis, model creation, and data visualization applied to advanced analytics, machine learning and artificial intelligence. Experience using statistical analysis and computing, machine learning, deep learning, processing large data sets, data visualization, data wrangling, mathematics, and programming. Experience with research and study design from the formulation of concepts through specification and analysis of output to the presentation of conclusions. Experience with project planning techniques along with negotiating with management to accept and implement recommendations. Experience preparing and analyzing structured and unstructured datasets. Experience coding in various programming languages. Analytic platforms, artificial intelligence (AI), data visualization and data reporting tools and scripting tools to conduct data science projects, as well as instruct others. Experience preparing written and oral communications, to produce authoritative reports, position papers, briefings, and presentations that effectively communicates ideas to IRS executives, managers, and technical experts.
AND
MEET TIME IN GRADE (TIG) REQUIREMENT: You must meet applicable TIG requirements to be considered eligible. To meet TIG for positions above the GS-05 grade level, you must have served at least one year (52 weeks) at the next lower grade (or equivalent) in the normal line of progression for the position you are applying to. Advancement to positions up to GS-05 is permitted if the position to be filled is no more than two grades above the lowest grade held within the preceding 52 weeks.
AND
TIME AFTER COMPETITIVE APPOINTMENT: By the closing date (or if this is an open continuous announcement, by the cut-off date) specified in this job announcement, current civilian employees must have completed at least 90 days of federal civilian service since their latest non-temporary appointment from a competitive referral certificate, known as time after competitive appointment. For this requirement, a competitive appointment is one where you applied to and were appointed from an announcement open to "All US Citizens".
For more information on qualifications please refer to OPM's Qualifications Standards.
Education
A copy of your transcripts or equivalent documentation is required for positions with an education requirement, or if you are qualifying based on education or a combination of education and experience. An official transcript will be required if you are selected. If the position has specific education requirements and you currently hold, or have previously held, a position in the same job series with the IRS, there is no need to submit a transcript or equivalent at this time. Applicants are encouraged, but are not required, to submit an SF-50 documenting experience in a specific series. A college or university degree generally must be from an accredited (or pre-accredited) college or university recognized by the U.S. Department of Education. For a list of schools which meet these criteria, please refer to Department of Education Accreditation page.
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.
Additional information
- 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 non- 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..
- Benefits
Review our 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.
Your application includes your resume, responses to the online questions, and required supporting documents. 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. Applicants who disqualify themselves will not be evaluated further.
Rating: Your application will be evaluated in accordance with the Service's Merit Promotion Plan. You will be assessed on the following competencies (knowledge, skills, abilities, and other characteristics):
Your application will also be rated and ranked among others, based on your responses to the online questions, regarding your experience, education, and training. Any performance appraisal/evaluation and award documentation you provide will be forwarded to the selecting official. The selecting official will review this documentation and give it due weight consideration during the overall selection process. IRS employees may obtain their most recent awards listing at https://persinfo.web.irs.gov/. 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: A category-like rating (Quality Group) will be used to rate, rank and select eligible candidates. If qualified, you will be assigned to one of three quality level categories, Superior/Best Qualified, Highly Qualified and Qualified.
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.
If you are a displaced or surplus Federal employee eligible for Career Transition Assistance Plan (CTAP), you must receive a score of Highly Qualified or better to be rated as well qualified to receive special selection priority.
Required Documents
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.
It is also recommended that your resume not include personal information such as age, gender, religion, race, disability, etc.
- Online Application - Questionnaire responses
- Education - See Education Section above
- Performance Appraisal/Awards (if applicable) - You are strongly encouraged to submit a copy of your most recent, signed, completed annual performance appraisal which includes the final rating and copies of any incentive/performance awards you received. 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.
- Registration/License (if applicable) - active, current registration/license
- IRS Reassignment Preference Program (RPP) (if applicable) - You MUST meet the requirements in your RPP notice. Submit a copy of your RPP Notice along with a copy of your most recent annual performance appraisal. Your performance appraisal must have a fully successful or higher overall rating.
- Career Transition Assistance Plan (CTAP) (if applicable) - You MUST submit the required documentation as outlined at: Career Transition Assistance Plan (CTAP). If you are an IRS CTAP eligible, you can apply for jobs within and outside the commuting area. If you are a Treasury CTAP eligible can apply for jobs within the commuting area.
How to Apply
The 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 07/18/2024 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). If applying online poses a hardship, please contact us by noon ET on 07/18/2024.
To preview the Application Questionnaire, please click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/12464429
- To begin the application process, click the "Apply Online" button.
- You will be re-directed to USASTAFFING to complete your application process; answer the online questions and submit all required documents. (To submit supporting documents, import documents from USAJOBS to the appropriate document types. If the document you need was not imported from USAJOBS, you may upload it directly into this application. 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 07/18/2024.
To verify the status of your application both during and after the announcement open period, log into your USAJOBS account: https://my.usajobs.gov/Account/Login . 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: https://www.usajobs.gov/Help/how-to/application/status/.
Agency contact information
(ERC) Employee Resource Center
Phone 866-743-5748 Email hco.mphs.apply@irs.gov Website https://irsgov.sharepoint.com/sites/EmployeeResources/SitePages/ERC-Help-Desk.aspx
Address RAAS - Data Management
1111 Constitution Ave NW
Washington, DC 20224
US
Learn more about this agency
Next steps
Treasury believes in a working environment that supports inclusion; to review reasonable accommodation policies and procedures please visit https://www.opm.gov/policy-data-oversight/disability-employment/reasonable-accommodations/. 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.
As a current employee, you know the great benefits we offer. Should you have any questions about benefits, please contact the Employee Resource Center (ERC) at 1-866-743-5748 option #1 for ERC.
Fair & Transparent
The 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
Share
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- Accepting applications
- Open & closing dates
- Salary
- Pay scale & grade
- Remote job
- Telework eligible
- Travel Required
- Relocation expenses reimbursed
- Appointment type
- Work schedule
- Service
- Promotion potential
- Job family (Series)
- Supervisory status
- Security clearance
- Drug test
- Position sensitivity and risk
- Trust determination process
- Announcement number
- Control number
This job originated on www.usajobs.gov. For the full announcement and to apply, visit www.usajobs.gov/job/798363500. Only resumes submitted according to the instructions on the job announcement listed at www.usajobs.gov will be considered.
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