Master Thesis within Battery Field Data & Diagnostics
Core
Analyze fragmented battery field data to improve quality, reliability, and diagnostics for battery-powered products.
Role type
Master thesis researcher (data science/AI)
Builds
Structured battery data and analytics framework
Domain
Battery technology / Data analytics
Deliverable
dashboards & analysis
Required skills
Python, SQL, statistical methods, machine learning, data cleaning, exploratory analysis, classification, clustering
Preferred skills
Databricks, Power BI, Li-ion battery knowledge, BMS knowledge
Responsibilities
Map and clean battery datasets, analyze errors and usage behavior, classify and cluster data patterns, develop dashboards, collaborate with R&D and dealerships, document findings
Seniority
Master student
