Data Scientist, Automated Vehicle Testing
Core
Architect test infrastructure and lead development of data models/analysis tools to represent ground truth about satellite test results for business decisions.
Role type
Senior IC data scientist (satellite testing & telemetry)
Builds
Production models, data pipelines, and analysis tools for automated satellite testing operations
Domain
Aerospace / Satellite broadband / Data infrastructure
Deliverable
production ML models | dashboards & analysis
Required skills
Data querying (SQL), scripting (Python), machine learning/statistical modeling, AI system evaluation, applied theoretical modeling
Preferred skills
ML concepts for reasoning, benchmarking GenAI models, cross-disciplinary project leadership, quantitative business analysis
Technologies
Python, SQL, R, SAS, Matlab
Responsibilities
Design and implement production models for real-time satellite test result decisions; Analyze and model satellite telemetry from lab and on-orbit tests; Develop data pipelines for telemetry; Create datasets for LLM pre-training and fine-tuning; Build scalable visualizations for performance analysis; Define architecture for data analysis tools to aid engineering teams in flight-worthiness decisions
Seniority
Senior, hands-on IC