Pathways Recent Graduate (Data Scientist) - job 3 of 4

Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information. Pathways is an Excepted Service Appointment, Schedule D, 5 CFR Part 362, and may NOT be combined with other Excepted Service Appointments (e.g., Schedule A... For additional information regarding the Pathways Program, please refer to: Students & Recent Graduates on USAJOBS. WHERE CAN I FIND OUT MORE ABOUT OTHER IRS CAREERS? Visit us on the web at www.jobs.irs.govQualifications: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/Individual Occupational Requirements You must have 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 A combination of education and experience with courses equivalent to a major field of study (30 semester hours) as shown 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: GS 09- You must have 1 year of specialized experience at a level of difficulty and responsibility equivalent to the GS-07 grade level in the Federal service. 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.Education:This position has an education requirement. You MUST submit dated documentation showing completion or intended completion (if graduation is no more than 9 months from the date of application) of all educational requirements (e.g. letter from the registrar, unofficial transcripts). An official transcript will be required if you are selected. Education must be accredited by an accrediting institution recognized by the U.S. Department of Education. 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. CERTIFICATE: If you are qualifying based on a certificate program, please refer to Treasury's Pathways Program for more information on qualifying certificate programs. A Certificate Program is a post-secondary educational program in a qualifying educational institution, equivalent to at least one full-time academic year of study, that is part of an accredited college-level, technical, trade, vocational or business school curriculum. For study at a business or technical school, 36 weeks of study (20+ classroom hours per week) is comparable to 1 academic year of full-time study. IF you are applying with a completed IT or Business Professional Certification you must submit a dated transcript or letter issued by the Academic Institution detailing your completed coursework and credit hours completed. If your Academic institution calculates a full-year of academic studies with fewer hours, or academic credits are expressed in contract months, units, or other terms that differ from the conventional hours, please have your academic advisor provide a letter certifying the Certificate program meets the regulatory definition. For more information on education requirements go to Treasury's Pathways Program.Employment Type: FULL_TIME