AI/ML Engineer (Multiple)

APEX TK LLC

AI/ML Engineer (Multiple)

Chantilly, VA
Paid
  • Responsibilities

    APEX TK is seeking a highly motivated and skilled Radar Signals Engineer to join our team supporting a critical government client. This position offers the opportunity to work on cutting-edge projects within the aerospace domain.

    Responsibilities:

    • Work with our modeling and simulation team to conduct a wide variety of analyses in support of government satellite programs in Earth orbits

    • Develop new Machine Learning (ML) algorithms for applications such as

      • Using optical and radar space-surveillance sensors to recognize different types of satellites
      • Scheduling space surveillance sensor networks to find, recognize and track maneuvering satellites
      • Deciding what activities satellites should undertake
    • Algorithm development will include steps such as

      • Conducting Exploratory Data Analysis (EDA) to identify patterns
      • Designing, developing, and evaluating machine learning algorithms, including supervised, unsupervised, and reinforcement learning
      • Building, training, and tuning predictive models
      • Collaborating with cross-functional teams to identify and solve problems
      • Implementing and optimizing algorithms for tasks such as anomaly detection, prediction, classification, optimization, clustering
      • Developing High Performance Computing pipelines for scalability and monitoring
    • Work with satellite designers and operations planners

    • Work with experts in astrodynamics, sensors, AI/ML, High Performance Computing (HPC)

    • Use programming languages such as Python, C++, or others to leverage existing analysis tools and develop new ones

    • Conduct independent trade studies and technical assessments

    • Review and validate algorithms and results provided by external teams

    • Develop and present actionable technical briefings

    Required Qualifications:

    • 2-10 years of relevant experience.
    • Bachelor's Degree in a STEM related field such as Engineering, Mathematics, Physics, Aerospace, Computer Science, etc.
    • Active Top Secret/SCI w/ CI Poly Clearance
    • Experience performing space-related engineering analysis (collecting, organizing, analyzing data) using one or more of the following: C++, Python, R, SQL, PostgreSQL, Linux, MATLAB, VBA, or STK
    • Ability to communicate findings and recommendations to internal and external customers

    Preferred Qualifications:

    • Master's degree in a STEM related field.
    • Experience with other simulation tools and programming languages.
    • Experience with phenomenological models, including a demonstrated ability to model relevant physical phenomena and validate those models.