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Mid Data Scientist 1

Company: 4S
Location: Atlanta
Posted on: May 16, 2022

Job Description:

Mid Data Scientist 1 Job Summary Support the Department of Defense (DoD) Defense Health Agency (DHA) with Research, Development, Testing and Evaluation for the viability of Technical, Cloud, and Data Engineering support mechanisms. The position will:

  • Assemble large, complex data sets that meet functional / non-functional business requirements.
  • Compare and analyze various methods through PoC (Proof of Concept) to find the optimal solution and apply it in production
  • Design and build data transformation and data structures
  • Work in a cross-functional team of Machine Learning engineers and Data scientists to design and code large scale batch and real-time data pipelines
  • Develop performant data models to be utilized by BI and AI/ML systems
  • Construct data models for Machine Learning infrastructure
  • Other duties as assigned Requirements
    • Degree in Computer Science or a related form of Science or Engineering training.
    • 5+ years of relevant work experience
    • Advanced knowledge in model evaluation, tuning and performance, operationalization and scalability of scientific techniques and establishing decision strategies.
    • Experience with automated, process-driven dataflows using ML algorithms and resources.
    • Experience with NLP across text, imaging.
    • Experience with Amazon Web Services, Azure and/or Google Cloud Platform.
    • Strong, expert-level knowledge in advanced SQL
    • Deep understanding of data warehouse structures (OLTP vs. OLAP, Fact/Dimension, schemas, etc.)
    • Hands on experience working with relational databases and ETL processes
    • Experience using BI tools to analyze large datasets
    • Experience with big data tools
    • Experience with relational SQL and NoSQL databases
    • Knowledgeable of object-oriented/object function scripting languages: Python, Java, Scala, etc.
    • Knowledgeable of machine learning toolkits like spark mllib, H20, scikit-learn, R and ML techniques.
    • Excellent problem solving and analytic skills associated with working on unstructured datasets
    • Experience with industry standard medical data models, e.g. HL7, OMOP, ICD 9/10, a plus.
    • Experience with De-Identification and/or tokenization to meet HIPAA requirements a plus
    • Must be able to obtain a Public Trust clearancePhysical Requirements Work may involve sitting or standing for extended periods of time. Position may require typing and reading from a computer screen. Must have sufficient mobility, including but not limited to bending, reaching, and kneeling to complete daily duties in a timely and efficient manner. There is a possibility that due to parking availability and location of work, walking moderate to long distance may be required. Possible lifting up to 25 lbs. Please note: 4S-Silversword Software and Services LLC reserves the right to change or modify job duties and assignments at any time. The above job description is not all encompassing. Positions functions and qualifications may vary depending on business needs. 4S-Silversword Software and Services LLC is an equal opportunity employer and does not discriminate against applicants based on race, color, creed, religion, medical condition, legally protected genetic information, national origin, sex (including pregnancy, childbirth or related medical condition), sexual orientation, gender identity and expression, age, disability, or Vietnam era, or other eligible veteran status or legally protected characteristics.

Keywords: 4S, Atlanta , Mid Data Scientist 1, Other , Atlanta, Georgia

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