AI/ML Engineer (SE2)
Epsilon Systems Solutions, Inc. · Dayton, OH · 5 mo ago
HybridEngineeringFull-time
What You’ll Do
- Design and train neural networks for various applications
- Analyze and manipulate multi-dimensional tabular, meta-, and geospatial imagery data
- Analyze 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
Required Qualification
- Bachelor’s degree in computer science, computer engineering, or related field
- 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:
- 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
Why Work for Epsilon C5i?
- 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
- ADA Notations Regular communication (hearing/speaking)
- Noise conditions range from very quiet to very noisy
- 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
Equal Opportunity Employer
Epsilon Systems Solutions, Inc. is an equal opportunity employer. Qualified candidates will be considered without regard to legally protected characteristics.