BMW Group
Validation Engineer - Context, Semantics & Memory(m/w/x)
Full-timeOn-siteJunior
München
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BMBMW Group
Senior Vehicle AI Context Engineer - Semantics & Memory(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Designing semantic ontology and multi-level memory concepts for autonomous driving software platforms. Deep expertise in Knowledge Graph technologies required. 6 weeks annual leave, overtime compensation, and profit sharing.
Requirements
- Master’s or PhD in Computer Science, AI, or related field
- Sheer Driving Pleasure mindset
- At least 3 years managing technical projects
- Driving cross-functional teams
- Deep expertise in Knowledge Graph technologies
- Intimate familiarity with embedded systems
- Mapping physical signals to semantic meaning
- Automotive domain experience appreciated
- In-depth understanding of Agentic AI architecture
- Solid grasp of Rust programming language
- Solid grasp of Python programming language
- Understanding of embedded constraints
- Understanding of high-level AI frameworks
- Passion for data quality
- Experience designing complex information flows
Tasks
- Shape data models and software architecture
- Drive implementation of in-vehicle software platforms
- Connect Autonomous Driving and Real-Time Systems
- Define core semantic ontology and context data models
- Design and implement multi-level memory concept
- Enable vehicles to learn and retain context
- Orchestrate integration of ML, GenAI, and symbolic reasoning
- Curate and foster semantic context as vehicle 'brain'
- Develop overarching data model strategy
- Fine-tune SLMs and VLMs for agentic applications
- Select technology stack for in-vehicle and toolchain
- Create high-quality reference datasets
- Influence BMW vehicles' perception, reasoning, and action
Work Experience
- 3 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SparQL
- RDF
- GraphQL
- Rust
- Python
- Knowledge Graph
Benefits
More Vacation Days
- 6 weeks annual leave
Competitive Pay
- Overtime compensation
Bonuses & Incentives
- Christmas bonus
- Profit sharing
Diverse Work
- Challenging projects
Learning & Development
- Personal and professional development opportunities
Job Security
- High job security
Corporate Discounts
- Discounted BMW & MINI conditions
Other Benefits
- Many other benefits
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of BMW Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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BMBMW Group
Senior Vehicle AI Context Engineer - Semantics & Memory(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Designing semantic ontology and multi-level memory concepts for autonomous driving software platforms. Deep expertise in Knowledge Graph technologies required. 6 weeks annual leave, overtime compensation, and profit sharing.
Requirements
- Master’s or PhD in Computer Science, AI, or related field
- Sheer Driving Pleasure mindset
- At least 3 years managing technical projects
- Driving cross-functional teams
- Deep expertise in Knowledge Graph technologies
- Intimate familiarity with embedded systems
- Mapping physical signals to semantic meaning
- Automotive domain experience appreciated
- In-depth understanding of Agentic AI architecture
- Solid grasp of Rust programming language
- Solid grasp of Python programming language
- Understanding of embedded constraints
- Understanding of high-level AI frameworks
- Passion for data quality
- Experience designing complex information flows
Tasks
- Shape data models and software architecture
- Drive implementation of in-vehicle software platforms
- Connect Autonomous Driving and Real-Time Systems
- Define core semantic ontology and context data models
- Design and implement multi-level memory concept
- Enable vehicles to learn and retain context
- Orchestrate integration of ML, GenAI, and symbolic reasoning
- Curate and foster semantic context as vehicle 'brain'
- Develop overarching data model strategy
- Fine-tune SLMs and VLMs for agentic applications
- Select technology stack for in-vehicle and toolchain
- Create high-quality reference datasets
- Influence BMW vehicles' perception, reasoning, and action
Work Experience
- 3 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SparQL
- RDF
- GraphQL
- Rust
- Python
- Knowledge Graph
Benefits
More Vacation Days
- 6 weeks annual leave
Competitive Pay
- Overtime compensation
Bonuses & Incentives
- Christmas bonus
- Profit sharing
Diverse Work
- Challenging projects
Learning & Development
- Personal and professional development opportunities
Job Security
- High job security
Corporate Discounts
- Discounted BMW & MINI conditions
Other Benefits
- Many other benefits
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of BMW Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
BMW Group
Industry
Automotive
Description
Das Unternehmen bietet spannende Praktika im Bereich Markenerlebnis und Eventmanagement und legt großen Wert auf Gleichbehandlung und Chancengleichheit.
Not a perfect match?
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