Duties
The Data Scientist serves within the Office of Financial and Labor Analysis (ALA) directorate. The position acts as technical specialist, member of a team or project manager/team lead for larger work activities. Performs multiple, varying, and complex assignments under the minimal direction of a manager, project/program manager, team leader, or more experienced professional. Through the use of sophisticated analytical data models, provides and consults with management to improve organizational effectiveness, efficiency and/or meet strategic objectives.
The Data Scientist is responsible for developing analytical methodologies for collecting and compiling data into visual tools or reports. Develops pre-decisional reports and presentations containing sensitive or personally identifiable information (PII) data for senior executives, leadership and managers at all levels; reveals data on organizational performance, which includes key performance indicators/metrics that target organizational improvement and represents data to reach meaningful conclusions to meet DOT/FAA mission goals.
Serves and/or leads efforts by providing data to support organizational change to include methods that influence the use of resources, budgets, business processes, or other modes of operation that result in FAA LOB/SO organizational and/or operational changes. Utilizes simple and complex data mining, data cleansing and statistical analysis in the development of solutions to enhance and support the decision-making processes. Applies experience and comprehensive technical knowledge of analytical and statistical methods, models, and techniques to support analysis and strategic decision making efforts.
Determines the appropriate amount of data necessary to support conclusions with specific levels of statistical confidence. Uses standardized metrics for analysis. Performs analyses to determine benefits and risks for projects and programs. Applies analytical approaches for systematic decision-making by management at all levels of the organization.
Collects, interprets and publishes data for use by leadership. Performs descriptive, prescriptive, and predictive data analyses. Utilizes various analytical and modeling tools to include R, Python, and SQL. Develops and presents background material on proposed designs, procedures, concepts, optimization, and statistical models, and results. Communicates with Financial and operational stakeholders.
Independently plans time. Identifies, plans, and organizes available resources to accomplish projects/programs/ activities. Makes optimal use of resources to complete activities within established schedules.
Broad policies, statistical theories, techniques and objectives provide general guidance to address issues and work task. The Scientist draws on technical experience to solve unusual problems or create new solutions as the situation requires. Provides guidance and instruction to others; and works with management to solve problems.
Work is reviewed through status reports and at project completion, to ensure technical compliance and alignment with the requirements of the project or other work activities. The work activities of this position directly impact the objectives of the organization, the FAA and may affect customers.
Requirements
Conditions of Employment
- US Citizenship is required.
- Selective Service Registration is required for males born after 12/31/1959.
- This position has a positive education requirement. Transcript(s) required.
Qualifications
IN ADDITION TO MEETING THE BASIC EDUCATIONAL REQUIREMENTS BELOW:
To qualify for this position, you must demonstrate in your application that you possess at least one year of specialized experience equivalent to the FV-I, FG/GS-13 level. This experience is typically related to the line of work of the position to be filled and which has equipped the applicant with the particular knowledge, skills, and abilities to successfully perform the duties of the position. To be creditable, specialized experience must have been at least equivalent to the next lower level in the normal line of progression for the occupation in the organization.
SPECIALIZED EXPERIENCE STATEMENT: Using various business intelligence tools such as Python, R or other analytical and modeling tools.
You should include relevant examples of the specialized experience in your work history. Errors or omissions may impact your rating or may result in you not being considered.
Answer all questions to the best of your ability. DO NOT ASSUME THAT BECAUSE YOU HOLD, OR HAVE HELD THIS POSITION, YOU WILL AUTOMATICALLY BE FOUND ELIGIBLE. You may be asked to provide evidence or documentation that you have this type of experience later in the selection process. Your responses are subject to verification through job interviews, or any other information obtained during the application process. Any exaggeration of your experience or any attempt to conceal information can result in disqualification.
*Applicants who fail to demonstrate possession of any of the above criteria AND who do not provide the required documentation will receive no further consideration for this position.*
Applicants may be asked to verify information on your application for employment with the FAA.
**All qualification requirements must be met by the closing date of this vacancy announcement.**
Eligible applicants meeting the minimum qualification requirements and/or selective placement factor(s) (SPF) may be further evaluated on the Knowledge, Skills and Abilities (KSA) and/or Quality Ranking Factor (QRF) listed in the announcement. Based on this evaluation, applicants will be placed in one of the following categories: (1) score order; (2) category grouping; (3) alphabetical; or (4) priority grouping, and referred to the selecting official for selection consideration.
Education
This position has a positive education requirement: Applicants must submit a copy of their college or university transcripts(s) and certificates by the closing date of announcement to verify qualifications. If selected, an official transcript will be required prior to appointment. You may upload these documents with your application in USAJOBS or fax it to fax number provided in the announcement (please include announcement number on each page).
Failure to do so will result in loss of consideration.
Schools must be accredited by an accrediting institution recognized by the U.S. Department of Education. Accreditation may be verified at the following website: www.ed.gov/accreditation.
Foreign education must be evaluated by a private professional organization specializing in interpretation of foreign education credentials or an accredited U.S. educational institution in terms of equivalence to a degree acquired at an American college or university. A copy of the evaluation results must be included, otherwise your foreign education will not be considered.
Basic Requirements:
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.
If you are a current or former Federal employee, and you currently hold or previously held a position classified in the 1560 occupational series, you are not required to submit a college transcript provided you upload a copy of the SF-50, Notification of Personnel Action, verifying your classification in the 1560 occupational series.
Applicants, who are not currently in the 1560 occupational series in the Federal Government and fail to provide a copy of an unofficial or official transcript will not receive further consideration for this vacancy. Upon selection, if not currently employed in the 1560 occupational series, you will be required to submit an official transcript prior to appointment. If you do not have an official transcript (original, with the raised seal), you should contact your school immediately to request it.
Foreign Education: For additional information, visit: http://www.ed.gov/about/offices/list/ous/international/usnei/us/edlite-visitus-forrecog.html.
Preview Job Questionnaire
Make sure your resume includes detailed information to support your qualifications and answers to the job questionnaire.
Benefits
A 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 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.
Required Documents
Only supplemental documentation (e.g. transcript, SF-50, and/or veterans' documentation) will be accepted in combination with your online application or faxed to 202-267-7032. These documents must be uploaded or faxed on or before the closing date of the announcement. All submitted documents must reference the announcement number.
If you want consideration for one or more of the Special Hiring Authorities, documentation that must be submitted at the time of application can be found at Direct Hiring Authorities | Federal Aviation Administration (faa.gov).
For guidance on how to create a Federal resume, visit http://www.archives.gov/careers/jobs/forms/resume-guide.pdf.
Failure to submit all required documents by the closing date will result in a finding of ineligible. We are not responsible for incomplete, illegible or missing documents.
Please DO NOT email your application documents. We cannot accept documents received via the email system. Documents sent via email will NOT receive consideration.
This position has a positive education requirement; college transcripts are required for ALL candidates newly appointed to the FAA in the 1560 series.
College transcripts must be submitted from current FAA employees applying for internal vacancies if they have never held a position in the 1560 series with the FAA.
College transcripts are not required from current FAA employees who are currently occupying a 1560 series.
If selected, official transcripts are required prior to employment.
All Veterans: If you are claiming veterans' preference, you must submit either a DD Form 214 Certificate of Release or Discharge from Active Duty (Member 4 Copy or equivalent), or a document from the armed forces certifying that within 120 days you are expected to be discharged or released from active duty service under honorable conditions. If you are claiming 10 point preference, you must also submit a completed SF-15, Application for 10-Point Veteran's Preference, and supporting documents outlined on the SF-15. Documents must be uploaded or faxed to the Servicing Human Resource Management Office listed in this announcement and all documents must be received by the closing date of the announcement. If you fail to submit documentation, you will be assessed as a non-veteran.
If you are claiming 10 point preference but fail to submit the supporting documents outlined on the SF-15, you will be tentatively assessed as a 5 point preference eligible provided your DD Form 214 reflects that you have the service required to qualify for preference. Documents must be uploaded or faxed to the Servicing Human Resource Management Office listed in this announcement and all documents must be received by the closing date of the announcement. If you fail to submit documentation, you will be assessed as a non-veteran.
Veterans currently on active duty claiming veterans' preference: You will be granted tentative preference if you submit a document from the armed forces certifying that within 120 days you are expected to be discharged or released from active duty service under honorable conditions and your application shows that you have the required service. Prior to being appointed, you must provide to the Servicing Human Resource Management Office a DD Form 214 documenting discharge/release and showing that the service was honorable or general. If you are on terminal leave, you must provide documentation certifying authorized terminal leave.
If you want consideration for one or more of the Special Hiring Authorities, documentation that must be submitted at time of application can be found at
Direct Hiring Authorities | Federal Aviation Administration (faa.gov).
Forms:- SF-15 : Application for 10-Point Veteran Preference
If you are relying on your education to meet qualification requirements:
Education must be accredited by an accrediting institution recognized by the U.S. Department of Education in order for it to be credited towards qualifications. Therefore, provide only the attendance and/or degrees from
schools accredited by accrediting institutions recognized by the U.S. Department of Education.
Failure to provide all of the required information as stated in this vacancy announcement may result in an ineligible rating or may affect the overall rating.
How to Apply
You must apply online to receive consideration. Your application must be submitted by 11:59 PM Eastern Time on the Close Date for it to be accepted. If you are applying for positions associated with FAA registers, your application must be submitted at the time a referral list is created in order to receive consideration for positions associated with a register.
IN DESCRIBING YOUR WORK EXPERIENCE AND/OR EDUCATION, PLEASE BE CLEAR AND SPECIFIC REGARDING YOUR EXPERIENCE OR EDUCATION.
We strongly encourage applicants to utilize the USAJOBS resume builder in the creation of resumes.
Please ensure EACH work history includes ALL of the following information:
- Job Title (include series and grade if Federal Job)
- Duties (be specific in describing your duties)
- Employer's name and address
- Supervisor name and phone number
- Start and end dates including month and year (e.g. June 2007 to April 2008)
- Full-time or part-time status (include hours worked per week)
- Salary (optional)
Determining length of General or Specialized Experience is dependent on the above information and failure to provide ALL of this information may result in a finding of ineligible.You may upload completed documents to your USAJOBS Account. This will provide you the opportunity to utilize the uploaded information again when applying for future vacancies. Please see this guide,
Document Upload Guide, for more information on uploading and re-using the documents in your applications.
Next steps
Once we receive your complete application, the Human Resources Office will conduct an evaluation of your qualifications. Eligible and qualified candidates will be referred to the hiring manager for consideration. You will be contacted directly if selected for an interview.
For instructions on how to check the status of your application, please go to: USAJOBS Help Guide.
Important - If you make any changes to your application, you must resubmit it. If you make changes to your application and do not resubmit it, your changes will not be considered part of your application package, and only your previously submitted application will be evaluated.
All qualified applicants will be considered regardless of political affiliation, race, color, religion, national origin, gender, sexual orientation, marital status, age, disability, or other non-merit factors. DOT provides reasonable accommodations to applicants with disabilities. If you need a reasonable accommodation for any part of the application and hiring process, please notify the agency contact listed in the Agency Contact Information section of this announcement or the hiring manager. An employee with a disability must notify the decision-maker of the accommodation request. Job applicants and employees are required to follow up oral requests in writing. Decisions on granting reasonable accommodation will be made on a case-by-case basis. Additional information on reasonable accommodations procedures or on EEO Programs is available on Office of Civil Rights (ACR) or by contacting the local FAA Civil Rights Office.