Duties
The Data Scientist develops and applies innovative analytical approaches to support data-driven policy and operational decisions. Data Scientists are technical experts who possess deep knowledge and experience in the domains of data engineering, computer programming, statistics, mathematical modeling, machine learning algorithms, and data visualization techniques.
Performs multiple, varying and complex assignments under the minimal direction of a manager, project/program manager, team leader, or more experienced technical specialist. Acts as principal technical specialist or as a project manager or team leader for large work activities.
Applies analytical methods to solve problems, optimize use of data, and provide additional insight and evidence for decision-makers. Responsible for developing and applying analytical approaches to support data-driven policy and operational decisions. Collaborates with stakeholders to identify the business requirements and the expected outcome. Identifies and selects relevant and credible data sources, and provide technical instructions to data analysts to collect, integrate and mine data. Integrates data from varying sources, formats, and quality for analysis. Applies a variety of analytical approaches to solve mission focused policy, methodologies, and/or administrative problems in a fast -paced environment. Conducts analyses in a programming or statistical software (e.g. R, Python). Participates in research, development, and testing of of hardware/software that impacts the NAS.
Applies experience and comprehensive technical knowledge applicable to his/her discipline, as well as an understanding of new technologies and methodologies, to solve complex problems and develop improved technical processes or systems. Considers the objectives of the major subdivision and LOB/SO when developing, integrating, and implementing solutions to diverse, complex problems. Assignments frequently require knowledge and experience working across functional and/or organizational lines. Typical assignments may include complex system design and integration; extensive research and analyses; investigation and inspection
activities; compliance and enforcement actions; and direct responsibility for project/program management.
Builds software tools as part of research, engineering, and development activities, including statistical or simulation models. Communicates findings to policymakers and non-technical audiences. Facilitates, participates, and at times leads cross-organizational teams to apply software and advanced data science techniques such as machine learning and artificial intelligence in an effort to further expand and improve the research products across the Aviation Research Division. Participates and at times leads working groups and other FAA initiatives that require advanced data science knowledge.
Defines, organizes, and assigns resources to accomplish organizational objectives. Allocates resources to accomplish large work activities within established schedules.
Contacts are internal and external. Often represents FAA as a senior technical point of contact on projects, programs and other work activities. Communicates results to all levels internally (within an LOB/SO or across LOB/SOs) and externally. Plays a lead role in drafting, reviewing, and editing reports or contractual documents for final approval prior to external distribution. Presents briefings to obtain consensus/approval on policies. Coordinates significant technical matters with representatives of external organizations.
Broad policies and objectives provide general guidance for addressing issues, but allow considerable discretion to develop new and innovative approaches. Draws on experience to solve unusual problems and may create new solutions and policy interpretations as the situation requires. Provides policy guidance and instruction to others, both internally and externally.
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.