Member of Technical Staff, Microsoft Robotics (Robotics Data)
Core
Define and implement data collection strategies, build curation pipelines, and develop analysis frameworks for robotics datasets to improve robot learning model performance.
Role type
Senior data scientist (robotics data)
Builds
Robotics datasets (manipulation demonstrations, navigation trajectories, sensor logs, simulation rollouts) and data analysis tools
Domain
Robotics, Machine Learning, Data Science
Deliverable
production ML models
Required skills
Python (Pandas, NumPy, scikit-learn), statistical analysis (hypothesis testing, causal inference, regression, clustering), data pipeline engineering, data visualization (Power BI, Plotly), experimental design, data governance
Preferred skills
N/A
Technologies
Python, Pandas, NumPy, scikit-learn, matplotlib, Power BI, Plotly
Responsibilities
Define data collection strategies and coverage requirements; build and maintain data curation pipelines; develop data analysis frameworks to quantify dataset characteristics; create interactive data visualization tools; collaborate on experiments measuring data impact on model performance; formulate data science roadmaps; apply statistical techniques to analyze robot performance data; adhere to ethics and privacy policies; present findings to senior stakeholders
Seniority
Senior, hands-on IC