AI/ML Engineer (Multiple)

APEX TK

Chantilly, VAFull time
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Location
Chantilly, VA
Job type
Full time
Posted
Oct 21
1 day ago
Career path

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About the company

APEX TK

Information services · 2 to 10 employees

APEX TK on LinkedIn

What you'll do

  • Conduct analyses in support of government satellite programs in Earth orbits
  • Develop new Machine Learning (ML) algorithms
  • Design, develop, and evaluate machine learning algorithms
  • Build, train, and tune predictive models
  • Implement and optimize algorithms for anomaly detection, prediction, classification, optimization, and clustering
  • Develop High Performance Computing pipelines for scalability and monitoring
  • Review and validate algorithms and results provided by external teams
  • Develop and present actionable technical briefings

What you need

  • 2-10 years of relevant experience
  • Bachelor’s Degree in a STEM related field
  • Active Top Secret/SCI w/ CI Poly Clearance
  • Experience performing space-related engineering analysis using one or more listed tools
  • Master's degree in a STEM related field (preferred)
  • Experience with other simulation tools and programming languages (preferred)
  • Experience with phenomenological models and ability to model and validate relevant physical phenomena (preferred)

Key skills

Machine LearningPythonC++RSQLPostgreSQLLinuxMATLABVBASTKExploratory Data AnalysisHigh Performance Computingspace-related engineering analysiscommunicate findings and recommendations

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See full description on company page, apply now

Read the full posting here
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.

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