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Experience applying data preparation methods, feature creation engineering, exploratory data analysis, model creation, and data visualization applied to advanced analytics, machine learning and artificial intelligence.
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Analytic platforms, artificial intelligence (AI), data visualization and data reporting tools and scripting tools to conduct data science projects, as well as instruct others. Specialized experience for this position includes: Experience applying 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 study.
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Experience using statistical analysis and computing, machine learning, deep learning, processing large data sets, data visualization, data wrangling, mathematics, and programming. and data science techniques for quantitative analysis, statistical analysis, forecasting, predictive modeling.
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Responsible for the growth of data in the statistics and reporting environment by leading the certification of data sets that are available for reporting, collaborating with IRS information technology leaders on desired new technologies and techniques to create efficient processes around data extraction, loading, transformation, governance, and cataloguing for better and reduced time to insights for the business units.
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U.S. Passport; Certificate of Citizenship or Naturalization; or Report of Birth Abroad of a U.S. Citizen (Form FS-240. ERC) Employee Resource Center. Utilizes an in-depth knowledge of data science techniques and methodologies such as machine learning, predictive analysis, prescriptive analysis and optimization, and other emerging analytical techniques to assist, consult, or lead others in the application of data science techniques.
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Birth certificate showing birth in the U.S; A degree in mathematics, statistics, computer science, data science, or field directly related to the position. to perform exploratory analyses on new and archival data sources.
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Conducts research into areas of great importance, significance, and difficulty, such as artificial intelligence including the application of computers to solve problems and to understand the principles of human intelligence.
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Birth certificate showing birth in the U.S; Unexpired U.S. Passport; Certificate of Citizenship or Naturalization; or Report of Birth Abroad of a U.S. Citizen (Form FS-240. At least 15 of the 30 semester hours must have included any combination of statistics and mathematics that included differential and integral calculus.
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Consults and collaborates with other international experts from industry and other governments to develop IT policies and direction; represents IRS and the U.S. in national and international technical committees and consortia as a speaker and participant; and provides counsel on IT development to technical experts of other national governments.
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Provides professional leadership and direction in the conceptual design, formulation and development of major prototype and developmental systems or in making extensive modifications and upgrades to existing systems, taking into account changing requirements and interfaces, advances in technology, and evolving standards.
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Data visualization techniques to articulate findings. Must successfully complete a background investigation, including a FBI criminal history record check (fingerprint check). Employees must meet and sustain IRS telework eligibility requirements (e.g., reporting at least twice a pay period.
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Experience using scientific methods to plan, design, conduct, and present data science projects to stakeholders. Applies professional knowledge of computer science, mathematical, statistical theories, techniques, and methods to gather, analyze, design, and construct new processes for analytical modeling, interpreting models, and/or reporting quantitative information, trends, relationships, and correlations among or within data.
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Experience with research and study design from the formulation of concepts through specification and analysis of output to the presentation of conclusions. and supervisor's approval to participate in the IRS Telework Program.
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If applying online poses a hardship, please contact us by noon ET on 08/19/2024. various structured and unstructured data sets related to the data science lifecycle. This is an open continuous announcement which will be used to fill vacancies in the locations listed as they become available for the next 6 months contingent upon funding and space requirements.
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