Senior Applied AI / ML Data Engineer
BMW AG
About the role
Deine Rolle im Team
• You design data pipelines for ingestion, curation, pseudonymization, and versioning.
• Furthermore, you implement reproducible training and finetuning builds for GenAI edge device models.
• You set up experiment tracking and artifact registries for model variants.
• Additionally, you evaluate suites covering relevant KPIs such as latency, memory, hallucination, safety, and harms.
• You optimize dataset construction for small LLMs, including instruction tuning, preference data, and synthetic data with controls.
• You build and operate the data pipelines and provide self-serve tools for the team.
Unser Angebot
• Challenging projects with which we are shaping the mobility of tomorrow together.
• Wide range of personal and professional development opportunities.
• Attractive, fair and performance-related remuneration.
• High level of job security.
• Annual special payments such as vacation pay, Christmas bonus, and profit sharing.
• Flexible working hours including 6 weeks annual leave and overtime compensation.
• Discounted BMW & MINI conditions.
Technologien und Skills
• Python
• PyTorch
Unsere Erwartungen an dich:
Qualifikationen
• Practical knowledge of evaluation at scale, including golden sets, online metrics, drift detection, and regression testing.
• Motivation to embrace customer problems and find innovative solutions using available technologies.
• You enjoy working on complex problems in an international in-house team of experts.
• Professional English proficiency; German is a plus.
• Are you ready to take proactive action with a hands-on mentality, strong problem-solving skills, and excellent cross-functional communication?
Erfahrung
• Several years of experience in machine learning engineering with Python (PyTorch) and strong software fundamentals in testing, profiling, and CI/CD.
• Experience with A/B experimentation, basics of causal inference, and privacy-preserving learning patterns.
Ausbildung
• University degree in Computer Science, Engineering, or a related field.
Benefits
• Flexible Arbeitszeiten
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