AI/ML Engineer

Eiden Systems Corporation
Chantilly, United States of America
1 month ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Intermediate

Job location

Chantilly, United States of America

Tech stack

Artificial Intelligence
C++
Nvidia CUDA
Computer Programming
Continuous Integration
Github
Python
Machine Learning
NumPy
Object Detection
Pattern Recognition
TensorFlow
SciPy
Signal Processing
Data Ingestion
PyTorch
Deep Learning
Gitlab
Pandas
Information Technology

Job description

  • Design, train, test, and deploy AI/ML models for pattern recognition and object detection
  • Adapt existing models to new and evolving datasets
  • Deploy and optimize models for edge-based and resource-constrained platforms
  • Build and maintain pipelines for high-bandwidth I/Q data ingestion and preprocessing
  • Conduct live field testing and performance validation of deployed models
  • Collaborate with cross-functional engineering teams using modern CI/CD workflows

Requirements

The ideal candidate has hands-on experience adapting models to new datasets, deploying solutions on edge-focused devices, and validating performance during live field testing. Candidates with experience in RF signal analysis and signal pattern recognition are especially encouraged to apply., * 3+ years of experience in a technical role involving machine learning (experience with time-series or RF data is a plus)

  • Proficiency in PyTorch or TensorFlow for deep learning model development and deployment
  • Advanced programming experience in Python (NumPy, SciPy, Pandas) and C/C++
  • Experience building pipelines for high-bandwidth I/Q data ingestion and preprocessing
  • Familiarity with CUDA or TensorRT for real-time inference on edge devices
  • Proficiency with GitLab or GitHub for collaborative development and CI/CD integration
  • Bachelor's or Master's degree in Electrical Engineering, Computer Science, or a related technical field
  • Active Top Secret clearance (SCI is a nice to have), * Strong understanding of RF fundamentals, modulation schemes (BPSK, QAM, etc.), and spectrum sensing
  • Experience with Digital Signal Processing (DSP), including FFTs, wavelet transforms, and digital filtering
  • Hands-on experience integrating ML models with Software Defined Radios (SDRs) such as USRPs or BladeRF
  • Experience with model quantization and pruning for deployment in resource-constrained or air-gapped environments

Benefits & conditions

ESC offers a competitive compensation package that includes premium health, dental, and vision insurance, a 401(k) plan with company match, life insurance, short- and long-term disability coverage, and more. We also prioritize work-life balance, supporting our team in maintaining a healthy blend of professional and personal well-being.

About the company

Eiden Systems Consulting is seeking a talented AI/ML Engineer to design, build, test, and deploy AI models for pattern recognition and object detection on warfighter-centric systems. This role supports mission-critical solutions and focuses on deploying and validating AI/ML models in real-world, field-tested environments.

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