Data Scientist - Automotive
Capgemini
Machelen, Belgium
4 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
JuniorJob location
Machelen, Belgium
Tech stack
Computer Programming
Data Visualization
Data Warehousing
Python
Machine Learning
NumPy
TensorFlow
SQL Databases
Data Processing
PyTorch
Snowflake
GIT
Pandas
Scikit Learn
Information Technology
Software Version Control
Job description
- Collecting, processing, and analyzing large automotive datasets using Python, SQL, and Snowflake to extract valuable insights for vehicle performance, manufacturing processes, and customer behavior
- Developing and implementing machine learning models to solve automotive industry challenges such as predictive maintenance, quality control, and supply chain optimization
- Creating data visualizations and dashboards to effectively communicate findings to technical and non-technical stakeholders across automotive clients
- Collaborating with cross-functional teams to understand automotive business requirements and translate them into data science solutions
- Maintaining version control of code and models using Git and implementing best practices for reproducible research in automotive data projects
Requirements
- Master's degree in Computer Science, Statistics, Mathematics, or a related quantitative field
- 1-2 years of professional experience in data science or analytics roles, preferably with exposure to automotive industry data
- Strong programming skills in Python with experience in data manipulation libraries (Pandas, NumPy) and machine learning frameworks (Scikit-learn, TensorFlow, or PyTorch)
- Experience with Snowflake or similar cloud data warehousing platforms
- Proficiency with Git for version control and collaborative development
- Knowledge of statistical analysis, machine learning algorithms, and data modeling techniques applicable to automotive use cases
- Fluent in English
About the company
Capgemini ist einer der weltweit führenden Anbieter von Management- und IT-Beratung, Technologie-Services und Digitaler Transformation. Als ein Wegbereiter für Innovation unterstützt das Unternehmen seine Kunden bei deren komplexen Herausforderungen rund um Cloud, Digital und Plattformen.