Machine Learning Data Engineer
Skills
Computer ScienceData EngineeringData MungingData ScienceDatabasesDatasetsMachine Learning
What the job involves
The main requirements, responsibilities and hiring steps.
Requirements
- Hold a B.S. in Computer Science or a related field or have equivalent professional experience
- Demonstrate proficiency in Data Engineering for ML datasets with strong Python and SQL skills
- Familiar with Git and CAD integration with data systems
Nice to have
- PyTorch
- Data Analytics
- Machine Learning Models
- Data Visualization
- Rust
Day to day
- Develop and maintain automated processes for data collection from various sources
- Design and implement data warehousing solutions to store and manage large datasets
- Clean and pre-process data to ensure its quality and usability for ML models
- Create and manage ETL pipelines to transform raw data into structured datasets for ML applications
- Apply CAD knowledge to integrate and manipulate design data within our systems
- Collaborate with cross-functional teams to understand data requirements and deliver robust data solutions
- Continuously optimize and improve Zoo's data workflows and processes