Data Scientist , Sidewalk
Core
Design, build, and deploy machine learning models and analytical solutions to optimize coverage maps, network performance, and device analytics for Amazon Sidewalk's global IoT network.
Role type
Senior IC data scientist (IoT network optimization)
Builds
Production ML models, coverage forecasts, anomaly detection systems, and geospatial optimization tools for a mesh IoT network
Domain
IoT connectivity, wireless network engineering, geospatial analysis, RF propagation
Deliverable
production ML models
Required skills
Machine learning modeling, statistical analysis, SQL, Python, R, SAS, Matlab, geospatial modeling, anomaly detection, Generative AI/LLM development, RF signal propagation analysis, network health metrics definition
Preferred skills
Cross-disciplinary project leadership, quantitative business analysis, AI system evaluation
Technologies
Python, SQL, R, SAS, Matlab, BLE, LoRa, FSK, Generative AI, LLMs
Responsibilities
Build coverage forecast models for BLE, LoRa, and FSK link types; Analyze gateway telemetry and device event data to identify coverage gaps; Develop geospatial models for coverage map accuracy; Design anomaly detection systems for network health; Research Generative AI and LLM solutions for automated troubleshooting; Define and track key network health metrics; Drive statistical analysis for gateway placement and RF propagation modeling; Partner with engineering to productionize models into cloud services
Seniority
Senior, hands-on IC with mentoring responsibilities