AI/ML Engineer (SE2)
Indexed description
If you have a passion for excellence in engineering and enjoy working on challenging projects in a fast-paced, team-oriented environment – read on!
What You’ll Do
- Design and train neural networks for various applications
- Analyze and manipulate multi-dimensional tabular, meta-, and geospatial imagery data
- Interpret results and compare with truth data
- Conduct post processing and data reduction
- Write analysis reports and create briefings
- Work independently and within a team of multi-disciplined engineers and provide guidance and support to colleagues
- Bachelor’s degree in computer science, computer engineering, or related field.
- Applicants must have an active DoD Top Secret Security Clearance, with SCI eligibility.
- Pursuant to the various government contractual requirements, all applicants must be U.S. Citizens.
- 5 years of software engineering experience with a strong background in the following:
- Collecting labeled data and Neural Network (NN) training
- Programming: Python, PyTorch, TensorFlow, Keras
- Satellite imagery, image processing, and geospatial-temporal image data
- Geospatial vector graphics and Self-Organizing Map (SOM) data
- Computer vision, Vector embedding, and similarity search
- CI/CD, AWS, and ML Ops pipelines
- Graph database concepts and PostgreSQL databases with vector store (pgVector), audit (pgAudit), edit (pgAdmin), and geographic (PostGIS) capability
- Acquiring data and data wrangling for NN and transformer training and prompting
- Automated data pulling from web-based Application Programming Interfaces (API)
- Graph Neural Network (GNN) and Point Transformers (PT), training GNNs and PTs, and extracting embedding vectors and likelihoods
- Vision Transformer frameworks, training transformers, and extracting embedding vectors and likelihoods
- Large Language Models (LLM) and implementing templates to guide responses
- Vision Language Models (VLM) and Visual Question Answering (VQA)
- Strong problem solving and critical thinking skills.
- Effective oral and written communication skills.
- We are a 100% employee-owned company.
- We have more than 20 locations serving the Department of Defense, Department of Energy, Department of Homeland Security, non-profit and commercial customers.
- The Dayton division has recently been named as one of only five prime awardees for the 10-year, $4.7 billion NOVASTAR contract supporting the National Air and Space Intelligence Center (NASIC), WPAFB, Ohio
- Regular communication (hearing/speaking).
- Noise conditions range from very quiet to very noisy.
- Prolonged use of computer (typing/keyboarding).
- Frequently required to sit for long periods of time, stand, and walk.
- Ability to travel by car, air or other means of transportation, if required.
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