AI/ML Engineer
Epsilon, Inc.
1 month ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
SeniorJob location
Tech stack
Data analysis
Artificial Neural Networks
C++
Computer Programming
Databases
Computer Engineering
Data Reduction
Data Warehousing
Graph Database
Python
PostgreSQL
Matlab
PostGIS
TensorFlow
Software Engineering
Data Processing
PyTorch
Keras
Information Technology
Go
Job 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 data, manipulate 1-dimensional, 2-dimensional, and 3-dimensional data
- Predict results and compare with trained outcomes
- Conduct post processing and data reduction
- Write analysis reports and develop briefings
- Work independently and in a team environment
- Lead a team of engineers
- Mentor junior engineers
Requirements
- Master's degree in computer science, computer engineering, or related field
- 10 years of software engineering experience with a strong background in the following:
- Applicants must have an active DoD Top Secret Security Clearance, with SCI eligibility.
- Artificial neural network training
- Programming: Python, C++, MATLAB, Go, PyTorch, TensorFlow, Keras
- Image processing
- Building graph databases
- Building PostgreSQL databases with vector store (pgVector), audit (pgAudit), edit (pgAdmin), and geographic (PostGIS) capability
- Identifying and acquiring data, and data wrangling, for neural network and transformer training and prompting
- Building Graph Neural Network (GNN) framework, training GNNs, and extracting embedding vectors and likelihoods
- Building Vision Transformer framework, training transformers, and extracting embedding vectors and likelihoods - experience with CLIP and LLaVA is a plus
- Strong problem solving and critical thinking skills.
- Effective oral and written communication skills.
About the company
{"@context": "https://schema.org", "@type": "JobPosting", "title": "Senior AI/ML Engineer SE4", "description": "Epsilon C5I, a 100% employee-owned company founded in 1998, is seeking a Senior AI/ML Engineer (SE4) to join our team as we advance the State-of-the-Art in artificial intelligence for the intelligence community and autonomy applications. Our products are used to improve our nation's capability by improving decision making that currently relies on extensive human interaction within the US Air Force, Space Force, and Department of Defense., 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.
* Prolonged use of computer (typing/keyboarding).
* Frequently required to sit for long periods of time, stand, and walk.