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Senior Data Scientist

  • Huntsville, AL, United States

This opening has closed.

The original listing is kept below for reference.

Job details

Experience
5-10 years of experience applying operations research, optimization, or advanced analytical methods
Posting language
English

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Original job description

Archived listing. The details below describe a past opening.

Gray Analytics is looking for a Senior Data Scientist contingent upon contract award. Within this position you will

  • Leverage the very latest machine learning and AI technologies to
  • analyze large, complex data sets,
  • produce predictive models based on historical data and analysis,
  • and develop effective visualizations to highlight key data findings and patterns
  • Evaluate AI tools and integrations using Responsible AI (RAI) guidance
  • Analyze complex datasets to identify bottlenecks, inefficiencies, and opportunities for optimization and automation
  • Assist in collecting, processing, and analyzing data from various sources
  • Develop and maintain data engineering solutions and visualizations, including data pipelines and dashboards
  • Collaborate with team members and cross-functional teams to identify data-driven solutions for business problems
  • Lead other data scientists in developing predictive models and algorithms
  • Create and maintain data documentation and reports
  • Mentor and develop senior and junior data scientists
  • Work closely with executive leadership to align data science initiatives with business objectives

Requirements

  • A minimum of a bachelor's degree in a STEM or STEM-related field
  • 5-10 years of experience applying operations research, optimization, or advanced analytical methods
  • Strong familiarity with at least one programming language (Python preferred)
  • Strong familiarity with process automation, artificial intelligence, and machine learning
  • Understanding of data collection, data analysis, and data visualization techniques
  • Strong critical thinking, problem-solving, and communication abilities
  • Resident of the North Alabama area or willing to relocate to the North Alabama area
  • Must be a US citizen and be able to obtain a secret clearance

Desired Qualifications

  • Strong programming and software development experience
  • Experience developing and applying machine learning models
  • Experience with RPA platforms (e.g., Power Automate)
  • Experience applying AI/ML technologies and Generative AI (e.g., Large Language Models (LLMs)) and integrating these technologies
  • Experience with optimization solvers and OR tools (e.g., Gurobi, CPLEX, R, SAS, SPSS, Minitab)
  • Experience with statistics and applied machine learning (regression analysis, time series, probabilistic models)
  • Experiential knowledge of applying classification and prediction algorithms (e.g., K-nearest neighbor, SVM, gradient boosting, neural networks, decision trees, and K-means clustering)
  • Experiential knowledge of applying classical statistical techniques (e.g., dimensionality reduction (principal component and factor analysis), conducting hypothesis testing, testing for significance, and ANOVA/MANOVA)
  • Experience developing and maintaining data pipelines and MLOps
  • Experience developing dashboards
  • Experience with Agile software development methodology
  • Experience with Missile Defense Agency or other DoD organizations
  • Experience working with cloud services, such as Microsoft Azure

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