Pathways Recent Graduate (Data Scientist) 12-Month Roster

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. 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, Professional and Scientific Positions. BASIC REQUIREMENT OR INDIVIDUAL OCCUPATIONAL REQUIREMENT: 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 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. In addition to meeting the basic requirement above, to qualify for this position you must also meet the qualification requirements listed below: SPECIALIZED EXPERIENCE: Applicants must have at least one (1) year of specialized experience at the next lower grade GS-07, or equivalent in other pay systems. Specialized experience for this position includes experience applying critical thinking and reasoning, and scientific methods to design, execute, and present to stakeholders a data science project. Experience applying mathematical and statistical theories, principles, concepts and practices that relate to experimental design, data analysis, sampling, forecasting, quality control, and operations research to understand, model and improve IRS program operations. Experience using data mining process models (CRISP-DM, SEMMA, etc.,) to design and execute data science project. Experience applying descriptive and inferential statistical methods to explore and evaluate data and models. Experience designing and leading experiments to design, execute, and present to stakeholders related to data science projects. Keeps up to date with innovations in data science from both academic and industry sources and identifies opportunities for implementation. Experience preparing and analyzing structured and unstructured datasets to explorations and evaluating 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, and 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 OR EDUCATION: You may substitute education for specialized experience as follows: 2 years of progressively higher-level graduate education leading to a master's degree or master's or equivalent graduate degree in mathematics, statistics, computer science, data science or field directly related to the position. For more information on qualifications please refer to OPM's Qualifications Standards.