Senior Data Analyst
Core
Extract, validate, and analyze sensor data from hardware prototypes to support machine learning model development and product direction.
Role type
Senior Data Analyst (Sensor Data & Hardware Integration)
Builds
Robust data integration pipelines for sensor data flow into analytical systems
Domain
Hardware-integrated environments / Sensor data analysis
Deliverable
production ML models
Required skills
Sensor data extraction, data pipeline development, anomaly detection, data visualization, human data collection studies, hardware integration, data preprocessing, labeling, cross-functional collaboration, team leadership
Preferred skills
AI ETL, model training, system reliability automation
Technologies
Python, Tableau, AI ETL Flow, Hardware Support, Machine Learning
Responsibilities
Perform ETL work to extract, transform, and load data from prototype sensors; collaborate with engineering teams to build robust integration pipelines; work directly with live sensor hardware to troubleshoot issues and improve data extraction performance; develop and maintain processes that safeguard sensor data accuracy, completeness, and integrity through real-time monitoring and anomaly detection; design, lead, and analyze consumer studies and human-subject data collection efforts; lead data preprocessing, labeling, and structuring activities that support machine learning model development; analyze sensor data to identify hardware issues and recommend improvements to hardware teams; drive iterative improvements in sensor performance, calibration, system reliability, automation, and data collection methods; partner with engineering, product, and research teams to refine data collection strategies, deliver insights, and shape sensor and AI product direction; champion continuous improvement by adopting new technologies and industry trends to enhance data extraction and machine learning data operations.
