数据和AI科学家_CR
Core
Develop advanced analytics, machine learning, and big-data pipelines to analyze real-world PEM fuel cell truck operation data, detect degradation signatures, and build health-state models.
Role type
Data & AI Scientist (Research)
Builds
Production ML models and data pipelines for fuel cell system optimization
Domain
Automotive / Energy / Fuel Cells
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, time-series analysis, big-data engineering, distributed computing, SQL, data visualization
Preferred skills
Domain knowledge of fuel cell systems (PEMFC), electrochemistry, automotive powertrains
Technologies
HBase, Redis, Kafka, Spark, MySQL, HDFS, Hive
Responsibilities
Clean and process massive volumes of time-series field data; Design, train, and deploy machine learning models; Identify design flaws or operational inefficiencies through data forensics; Manage project data on Cloud ensuring efficient pipeline operations; Act as a bridge between data science and physical engineering.
Seniority
Senior, hands-on IC