Data Scientist

Summary

As a Data Scientist, you will be responsible for researching developments in finance, banking, food sector, and general and rural economy; and developing and maintaining tools and models for evaluating financial and economic impacts on the performance of Farm Credit System (FCS). This position is located in the Office of Data Analytics and Economics.

Duties

As a Data Scientist you will apply advanced quantitative, computer science, mathematical, and statistical skills to interpret large structured and unstructured data sets to support financial and economic analyses of factors impacting FCS institutions or the System and changes in finance, banking, food sector, and general and rural economy. Specific duties include: Architecting, deploying, and managing super intelligence (SI) and machine learning (ML) projects independently from conception to production, leveraging full-lifecycle expertise within the Databricks ecosystem. Developing, optimizing, and troubleshooting data and ML workflows utilizing PySpark, Spark SQL, and Delta Lake. Building and deploying autonomous agents for conversational data intelligence. Designing and implementing custom Retrieval-Augmented Generation (RAG) pipelines. Analyzing a variety of data sources to provide data-driven insights to the organization.

Qualifications and evaluation

Structured Resume Review: You will be evaluated for this job based on how well you meet the qualifications above. Once the announcement has closed, a review of your résumé (no more than 2 pages) and required supporting documentation will be used to determine whether you meet the minimum qualification requirements listed on this announcement. If you are minimally qualified, your résumé will be compared against your responses to the assessment questionnaire to determine your level of experience. If, after reviewing your résumé, a determination is made that you have inflated your qualifications and/or experience, you may lose consideration for this position. Please follow all instructions carefully when applying, errors or omissions may affect your eligibility. The competencies/KSAs you will be assessed on are listed below: Data Science Oral Communication Written Communication If you are found qualified, your application will move forward to additional phase(s) of the review process. All qualified Non-Competitive applicants and the best qualified Merit Promotion applicants will be referred to the hiring manager for consideration. To preview the application questionnaire, click the following link: https://apply.usastaffing.gov/ViewQuestionnaire/13112145 Career Transition Assistance Programs: These programs apply to employees who have been involuntarily separated from a Federal service position within the competitive service or Federal service employees whose positions have been deemed surplus or no longer needed. To receive selection priority for this position, you must: 1) meet CTAP or ICTAP eligibility criteria; 2) be rated well-qualified for the position with a score of 85 or above based on the competencies listed above; and 3) submit the appropriate documentation to support your CTAP or ICTAP eligibility. For more information visit: http://www.opm.gov/rif/employee_guides/career_transition.asp

Education

ARE YOU USING YOUR EDUCATION TO QUALIFY? You MUST provide transcripts or other documentation to support your educational claims. Unless otherwise stated: (1) official or unofficial transcripts are acceptable, or (2) you may submit a list with all your courses, grades, semester, year, and credit for the course. All materials must be submitted by the closing date of the announcement. PASS/FAIL COURSES: If more than 10 percent of your undergraduate course work (credit hours) were taken on a pass/fail basis, your claim of superior academic achievement must be based upon class standing or membership in an honor society. GRADUATE EDUCATION: One academic year of graduate education is the number of credits hours your graduate school has determined to represent one academic year of full-time study. Such study may have been performed on a full-time or part-time basis. If you cannot obtain your graduate school's definition of one year of graduate study, 18 semester hours (or 27 quarter hours) should be considered as satisfying the requirement for one year of full-time graduate study. FOREIGN EDUCATION: If you are using education completed in foreign colleges or universities to meet the qualification requirements, you must show the education credentials have been evaluated by a private organization that specializes in interpretation of foreign education programs and such education has been deemed equivalent to that gained in an accredited U.S. education program; or full credit has been given for the courses at a U.S. accredited college or university. For further information, visit: College Accreditation | U.S. Department of Education

How to apply

To apply for this position, you must complete the online application and submit the documentation specified in the Required Documents section below. A complete application package must be submitted by 11:59 PM (ET) on the closing date of the announcement to receive consideration. To begin, click Apply to access the online application. You will need to be logged into your USAJOBS account to apply. If you do not have a USAJOBS account, you will need to create one before beginning the application. Follow the prompts to select your résumé and/or other supporting documents to be included with your application package. You will have the opportunity to upload additional documents to include in your application before it is submitted. Your uploaded documents may take several hours to clear the virus scan process. After acknowledging you have reviewed your application package, complete the Include Personal Information section as you deem appropriate and click to continue with the application process. You will be taken to the online application which you must complete to apply for the position. Complete the online application, verify the required documentation is included with your application package, and submit the application To verify the status of your application, log into your USAJOBS account (https://www.usajobs.gov/), all your applications will appear on the Welcome screen. The Application Status will appear along with the date your application was last updated. For information on what each Application Status means, visit: https://help.usajobs.gov/how-to/application/status. If you are unable to apply online, you must request an alternative application which is available from the Human Resources Division. Please contact FCA HR Division at Employment_Opportunities@fca.gov or 703-883-4135 between 8:00 a.m. and 5:00 p.m. ET, at least two business days prior to the closing date of this announcement to obtain an alternative application.

Required documents

To apply for this position, you must submit a complete Application Package which includes: Your resume (no more than two pages in a Times Roman 10pt font) showing (1) paid and non-paid work experience including your position title, start and end dates (month/year) of employment, hours worked per week, and duties performed (separated by position series and grade for each federal position, if applicable). College Transcript(s), if qualifying based on education. Other supporting documents: SF-50, Notification of Personnel Action that is most recent that shows you are/were in the competitive service and the highest grade or promotion potential held. A cash award SF-50 should not be provided. Career Transition Assistance Program/Interagency Career Transition Assistance Program documentation, if applicable (e.g., Certification of Expected Separation, Reduction-In-Force Separation Notice, or Notice of Proposed Removal; SF-50 that documents the RIF separation action; and most recent performance appraisal.) Veterans' Preference documentation, if applicable (e.g. DD-214 Member Copy 4 showing type of discharge/character of service; SF-15 Form and related documentation; VA letter.) Certain Family Members Eligible under E.O. 12721. Your most recent non-award SF-50 and performance appraisal. Certain Military Spouses Eligible under E.O. 13473. Permanent Change of Station (PCS) orders, that lists you as authorized to accompany the Military member to the new duty permanent station; OR verification of the member's 100% disability (VA Letter); and/or verification of the member's death while on active duty (DD-1300 and Death Certificate) AND verification of the marriage to the service member (i.e., a marriage license or other legal documentation verifying marriage). Interchange Agreement with Other Merit Systems Eligible. Documentation eligibility as listed in each individual interchange agreement.

Additional information

Salary Information: Base Salary Range VH-38: $78,504 to $129,532 Base Salary Range VH-39: $89,815 to $148,195 Base Salary Range VH-40: $102,757 to $169,548 Locality pay is added to base salaries using one the following locality rates: Bloomington, MN, 28.12%; Irving, TX, 27.76%; McLean, VA, 33.94%; Greenwood Village, CO, 31.02%; and Sacramento, CA, 30.26%. Locality rates are subject to change. If you are a veteran with preference eligibility and are claiming 5-points veterans' preference, you must submit a copy of your DD-214 or other proof of eligibility. If you are claiming 10-point veterans' preference, you must also submit an SF-15, "Application for 10-Point Veterans' Preference" plus the proof required by that form. For more information on veterans' preference visit: https://www.usajobs.gov/Veterans. Males born after 12-31-59 must be registered or exempt from Selective Service. For more information visit: https://www.sss.gov/verify/. Career Transition Assistance Programs: These programs apply to employees who have been involuntarily separated from a federal service position within the competitive service or Federal service employees whose positions have been deemed surplus or no longer needed. To receive selection priority for this position, you must: (1) meet the CTAP or ICTAP eligibility criteria; (2) be rated well-qualified for the position with a score of 85 or above; and (3) submit the appropriate documentation to support your CTAP or ICTAP eligibility. For more information visit: http://www.opm.gov/rif/employee_guides/career_transition.asp. Only experience and education obtained by the closing date of this announcement will be considered. All FCA employees are subject to the conflict-of-interest laws and Standards of Ethical Conduct imposed upon all employees of the Executive Branch of the Federal Government and may be required to file a Financial Disclosure Report. FCA's supplemental ethics regulations restrict certain FCA employees concerning their direct or indirect interests in, or connections with, Farm Credit System institutions. These rules also require all employees to obtain approval for outside employment or business activities. Please contact the HR Division for additional information on these rules. FCA uses E-Verify to confirm the employment eligibility of all newly hired employees. This announcement may be used to fill similar vacancies. Applicants are encouraged to apply to all band/grade levels for which believe they are qualified for and wish to receive consideration. The Fair Chance to Compete for Jobs Act of 2019, with some exceptions, prohibits the Farm Credit Administration from requesting an applicant's criminal history record before that individual receives a conditional offer of employment. If you apply to this position and are selected, we will not ask about your criminal history before you receive a conditional job offer. If you believe you were asked about your criminal history improperly, visit our website at (Careers at FCA | Farm Credit Administration) for information on filing a complaint.