Senior AI/ML Engineer - Remote

Overview

GITI is seeking a Senior AI/ML Engineer to support an R&D program focused on passive RF emitter identification and network analysis from real-time sensor data streams.

In Short

• Design, build, and validate machine learning models for RF emitter identification.
• Conduct exploratory data analysis on RF sensor datasets using Python and Jupyter notebooks.
• Implement and maintain ML data pipelines on constrained edge hardware.
• Collaborate with a technical lead and Principal AI/ML Engineer on data quality investigations.
• Produce clear technical documentation of experiments and results.
• 5+ years of hands-on applied experience in machine learning or RF signal processing.
• Proficiency in Python, with experience in PyTorch or TensorFlow.
• Experience with real-world data quality problems.
• Ability to run ML pipelines on Linux systems without cloud infrastructure.
• Familiarity with RF signal characteristics and related concepts is a plus.

Requirements

• 5+ years of hands-on applied experience in machine learning, data science, or RF signal processing.
• Proficiency in Python for ML and data science work.
• Experience designing, training, and evaluating deep learning models.
• Practical experience handling real-world data quality problems.
• Ability to develop ML pipelines on Linux-based systems.

Benefits

• Equal opportunity employer.
• Opportunity to work on cutting-edge technology projects.
• Supportive work environment with collaboration opportunities.