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Data Science Manager

Company: Analytica
Location: Bethesda
Posted on: August 6, 2022

Job Description:

Analytica is seeking a Manager, Data Science and Analytics to be part of consulting organization dedicated to helping federal government clients leveraging data and analytics to improve national security, financial markets, and healthcareAs a Data Scientist at Analytica, you'll be part of a team applying the latest in computing, data and machine learning technologies across big data environments to make a national and personal impact. You will be part of an Agile team dedicated to building data science and machine learning applications and systems at scale.Responsibilities include:

  • Lead feature engineering and attribute evaluation - Candidate must demonstrate experience with identifying the key determinants for modeling that exist in the business process and within existing data sets as well as selecting evaluation protocols (model techniques).
  • Modeling - Candidates will have practiced skills and experience selecting modeling techniques to fit the business problem. Examples will include techniques such as machine learning (ML) supervised and unsupervised learning, regression, neural networks and deep learning, natural language processing, etc.
  • Data Engineering - Demonstrate the skills and experience to ingest, clean, and prepare large data sets across batch and streaming data pipelines for input into a computational model
  • Partner - Work with a cross-functional team of data scientists, software engineers, DevSecOps engineers, and product managers to deliver a product that makes an impact
  • Innovate - Leverage a broad stack of potential technologies - Databricks / Spark, Kafka, PySpark, Python, R, Sagemaker, Neo4J, GraphFrames, Tableau within an AWS environment
  • Visualization- Experience in presenting the results of their modeling activities, depicting the insights realized, and explaining the relevance of their results to the organization's business challenges.Minimum Qualifications:
    • Bachelor's degree required, and Master's or Doctoral degree preferred in Statistics, Mathematics, Computer Science, or familiar
    • 8+ years' experience in technology, mathematics or statistics field with a focus on data science, machine learning, data engineering and business intelligence
    • 3+ years of on-the-job experience with an industry recognized ML framework such as scikit-learn, PyTorch, Dask, or TensorFlow
    • 3+ years of experience building production-ready data pipelines that feed ML models on platforms such as Spark, Kafka and Kinesis
    • 1+ years of experience leading teams developing ML solutions using industry best practices, patterns, and automation
    • Must be a US citizen and able to obtain and maintain a Public Trust Security ClearanceAbout ANALYTICA: Analytica is a leading consulting and information technology solutions provider to public sector organizations supporting health, civilian, and national security missions. Founded in 2009 and headquartered in Bethesda, MD, the company is an established SBA certified HUBZone and 8(a) small business that has been recognized by Inc. Magazine each of the past three years as one of the 250 fastest-growing companies in the U.S. Analytica specializes in providing software and systems engineering, information management, analytics & visualization, agile project management, and management consulting services. The company is appraised by the Software Engineering Institute (SEI) at CMMI - Maturity Level 3 and is an ISO 9001:2008 certified provider.

Keywords: Analytica, Bethesda , Data Science Manager, Executive , Bethesda, Maryland

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