Job
- Level
- Senior
- Job Field
- Application, Embedded
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Munich
- Working Model
- Onsite
Job Summary
In this role, you will develop end-to-end AI models for ADAS, including data analysis, model design, training, and validation, while defining technical directions for integration with vehicle and simulation systems.
Job Technologies
Your role in the team
- Artificial Intelligence and machine learning are at the cutting edge when it comes to shaping next-gen mobility in areas like automated driving.
- In this role, you will be responsible for the end-to-end development of AI-based ADAS functions across all markets, ODDs (Operational Design Domains), and releases - from data selection and model design through training, validation, and series release.
- The role combines deep methodological expertise in ADAS models (Perception, Prediction, Planning) with hands-on software development and production ready implementation.
- You will design and deliver end-to-end ADAS AI models such as object detection, behavior prediction, and trajectory planning - from data analysis and model design to SOP-ready release.
- In addition, you will define and drive the technical direction of the ADAS AI stack, including its architecture and interfaces to vehicle systems, simulation environments, and validation frameworks.
- You will own complete training, evaluation, and release cycles, covering data selection, scene mining, closed-loop evaluation, root-cause analysis, and KPI-based validation.
- Furthermore, you implement and execute complete training, evaluation, and release cycles, including data selection, scene mining, closed-loop evaluation, root cause error analysis, and KPI based validation.
- Additionally, you design and optimize humanlike driving behavior models, applying behavior modeling, reinforcement learning, imitation learning, and hybrid data/model driven approaches.
- You contribute to international rollouts by adapting models to regulatory requirements, regional traffic behavior, and ODD extensions.
- With explainability and interaction in mind, you design AI functions that enable robust cross-domain integration across the vehicle and software ecosystem.
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Our expectations of you
Qualifications
- Strong programming skills in Python for model development, training pipelines, evaluation, and data analysis.
- Deep expertise in prediction and planning models (including negotiation algorithms), including model architecture design and optimization.
Experience
- More than 5 years of research or hands-on experience in AI-based robotics or autonomous driving development with direct responsibility for delivered functions.
- Solid C++ experience for production integration, performance critical components, and embedded/vehicle side deployment.
- Practical experience with data driven development: dataset curation, labeling strategies, scenario mining, and largescale evaluation (incl. closed loop simulation).
- Experience with E2E AI architectures and different learning paradigms (supervised, unsupervised, imitation, reinforcement, student-teacher) - from problem definition and model design through validation, safety assessment, and series release.
- Experience working in safety critical or regulated environments (ISO 26262 / 8800, SOTIF, or similar) is a strong advantage.
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What we offer
- Challenging projects with which we shape the mobility of tomorrow together.
- Wide range of personal and professional development opportunities.
- Attractive, fair, and performance-based remuneration.
- High level of job security.
- Annual special payments such as vacation pay, Christmas bonus, and profit sharing.
- Flexible working hours including six weeks annual leave and overtime compensation.
- Discounted BMW & MINI conditions.
- Many other benefits at bmw.jobs/benefits.
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Benefits
Work-Life-Integration
Health, Fitness & Fun
Topics that you deal with on the job
Job Locations
This is your employer
BMW AG
Our world-leading premium automotive brands BMW, MINI, Rolls-Royce and our motorcycles, along with our comprehensive range of high-quality financial and mobility services make us a unique provider.
Description
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Vehicle Manufacturing, Supplier, Industry, Production
Dev Reviews
by devworkplaces.com
Total
(2 Reviews)3.1
Career Growth
3.1Engineering
2.3Culture
3.1Workingconditions
4.1
Senior AI ADAS Engineer
- Location
- Munich
- Working Model
- Onsite
- Diversity
- Open for all genders
- English Only
- English only required
