AI/ML Engineer
Lear Corporation Zobrazit všechny práce
- Plzeň, Plzeňský
- Trvalý pracovní poměr
- Plný úvazek
- Design and implement end-to-end machine learning and deep learning solutions, covering:
- Concept creation and solution design
- Data collection, labeling, and preprocessing
- Training and validation of machine learning (ML)
- Deployment of models into production environments
- Performance tracking, monitoring, and iterative fine-tuning
- Collaborate closely with software engineers to integrate AI models into complex technical pipelines.
- Exchange knowledge and best practices with other AI engineers to assess and improve solution quality.
- Education: BSc or MSc in Computer Science, Statistics, Mathematics, or Physics. PhD is a plus that will be considered.
- Technical requirements:
- Required programming languages: Python (advanced), SQL.
- Optional programming languages: C#, C++, HTML, JavaScript.
- Main python libraries: PyTorch, scikit-learn, OpenCV, Open3D, transformers.
- Version control systems: GitHub.
- IDEs: Jupyter Notebook, Visual Studio Code, PyCharm, Visual studio.
- Strong mathematical skills to understand the underlying concepts of different ML and DL algorithms.
- Practical expertise in the various phases of the MLOps lifecycle.
- Non-technical requirements:
- Fluent English.
- Strong information synthesis and communication abilities.
- Aptitude to collaborate in multidisciplinary, high-performance work groups.
- Ability to support and mentor junior AI profiles in their professional development and growth.
- Availability to travel (approximately once per quarter)