Senior Signal Processing Engineer - AI for SAR

The ReWork Group; United States; Hybrid; USD 140,000 - 190,000; Full time

Job summary

The ReWork Group in the United States seeks a Senior Signal Processing Engineer to deploy production-grade SAR/ML algorithms at enterprise scale.

You will design data collection parameters, evaluate satellite constellations, and push state-of-the-art techniques in AMTI; collaborate in agile cycles to move algorithms from prototype to operations.

You will communicate complex systems clearly and contribute to architecture decisions with a strong emphasis on production readiness.

Qualifications

• 5+ years of experience in applied machine learning and AI, with models deployed and running in production environments.
• Ph.D. in Computer Science, Machine Learning, Statistics, or related field (or equivalent practical experience).
• Deep proficiency in Python with experience in ML frameworks (PyTorch, TensorFlow, scikit-learn).
• Experience with NLP, LLMs, and RAG architectures.

Responsibilities

• Push the state of the art. Advance processing techniques that solve real customer problems using commercial SAR imagery.
• Design the collect. Define SAR collection parameters purpose-built for AMTI (air moving target indication).
• Evaluate the constellation. Assess SAR satellite constellations and their orbits against a specific use case, and know which trade-offs actually move the needle.
• Build for production, not the demo. Develop both proof-of-concept and production-quality SAR algorithms for AMTI.
• Prove the performance. Run the analysis that establishes expected processing-algorithm performance for specific use cases before anyone bets on it.
• Ship it operational. Work inside agile development cycles to move algorithms from prototype into operational use.
• Sharpen the work. Drive design discussions and code reviews that raise the bar for everyone.

Skills

Strong communication

Self-motivation

Machine learning / AI experience

Python proficiency

Education

Ph.D. in Computer Science / ML / Statistics or equivalent

Tools

PyTorch

TensorFlow

scikit-learn

LLMs

Job description

The ReWork Group in the United States seeks a Senior Signal Processing Engineer to deploy production-grade SAR/ML algorithms at enterprise scale.

You will design data collection parameters, evaluate satellite constellations, and push state-of-the-art techniques in AMTI; collaborate in agile cycles to move algorithms from prototype to operations.

You will communicate complex systems clearly and contribute to architecture decisions with a strong emphasis on production readiness.