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Northrop Grumman

Builds stealth bombers, missiles, and satellites

Senior Principal Data Scientist - Machine Learning and Predictive Analytics

Applied Machine LearningUpdated on Nov 8
Full-timeSan Diego, CA, USA

About the Job

Requirements

  • A bachelor's degree in a Science, Technology, Engineering, or Mathematics discipline and at least 8 years of relevant experience, or a master's degree in a STEM discipline and at least 6 years of relevant experience, or a PhD/doctorate in a STEM discipline and at least 4 years of relevant experience.
  • Deep understanding of machine learning and deep learning.
  • Recent professional experience in software development and/or data engineering.
  • Strong programming skills in Python and SQL.
  • Familiarity with CI/CD pipelines and version control, such as Git and Docker.
  • Ability to obtain and maintain a U.S. Government Top Secret clearance and Special Access Program access within a reasonable amount of time as determined by business needs.

Responsibilities

  • Collaborate with software engineers, analysts, and other data scientists to understand data requirements and deliver integrated solutions.
  • Architect and develop custom, maintainable data science solutions from the ground up.
  • Write and maintain tests and documentation for data architecture, workflows, and processes.
  • Promote software engineering best practices in the data domain, including unit and integration testing, CI/CD automation using Git and Docker, and robust documentation.
  • Tune and optimize complex algorithms within on-premise infrastructure.

Desired Qualifications

  • A master's degree or higher in Data Science or a related discipline.
  • Experience with C and C++.
  • Experience with machine learning pipelines and data science workflows.
  • Familiarity with SQL Alchemy, NumPy, pandas, scikit-learn, and PyTorch.
  • Ability to troubleshoot and optimize complex data queries and workflows.
  • Familiarity with big data concepts, machine learning pipelines, and MLOps.
  • Ability to troubleshoot and optimize across the entire data stack.
  • Current, active Department of Defense Top Secret clearance.

About the Company

Northrop Grumman

Builds stealth bombers, missiles, and satellites

Northrop Grumman builds military aircraft, missiles, rocket motors, satellites, and electronic systems, mostly for the American military and allied governments. It designed the B-2 stealth bomber and built NASA's James Webb Space Telescope, the largest telescope ever sent to space. The company works through four businesses: aircraft, missiles and ammunition, radar and communications systems, and space hardware such as satellites and solid rocket boosters. Most revenue comes from long-term government contracts, many of them classified. Its roots go back to Northrop Aircraft, founded in 1939, and it took its name after buying Grumman in 1994 and is based in Falls Church, Virginia.

Company size
10,001+
Company stage
IPO
Headquarters
Falls Church, VA
Founded
1939

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