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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.
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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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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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Responsible for the development of algorithms and/or tools to support data manipulation and processing as well as the use of data visualization techniques to articulate findings. Have your salary sent to a financial institution of your choice by Direct Deposit/Electronic Funds Transfer.
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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. Identifies and/or develops innovative and effective approaches and methodologies; applies advanced operations research and data science techniques for quantitative analysis, statistical analysis, forecasting, predictive modeling, prescriptive analysis, and optimization; and validates analysis and outcomes.
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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. 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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Go through a Personal Identity Verification (PIV) process that requires two forms of identification from the Form I-9. Uses emerging technology, and various data sources to perform exploratory analyses on new and archival data sources.
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BASIC REQUIREMENT : EDUCATION: A degree in mathematics, statistics, computer science, data science, or field directly related to the position. Must successfully complete a background investigation, including a FBI criminal history record check (fingerprint check.
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Employees must meet and sustain IRS telework eligibility requirements (e.g., reporting at least twice a pay period to your assigned Post of Duty (POD. Experience using scientific methods to plan, design, conduct, and present data science projects to stakeholders.
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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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Undergo a review of prior performance/conduct and an income tax verification. Experience with research and study design from the formulation of concepts through specification and analysis of output to the presentation of conclusions.
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And supervisor's approval to participate in the IRS Telework Program. The experience may have been gained in the public sector, private sector or Volunteer Service. 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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Employees must also be within a 200-mile radius of their official assigned post-of-duty (POD) while in a telework status. If you are not in compliance, you will be determined unsuitable for employment with IRS.
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Identifies the methods, processes, algorithms, tools, and systems to extract and interpret findings from various structured and unstructured data sets related to the data science lifecycle. Experience preparing written and oral communications, to produce authoritative reports, position papers, briefings, and presentations that effectively communicates ideas to IRS executives, managers, and technical experts.
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