Job
- Level
- Senior
- Job Feld
- Application, Embedded
- Anstellung
- Vollzeit
- Vertragsart
- Unbefristetes Dienstverhältnis
- Ort
- München
- Arbeitsmodell
- Onsite
Job Zusammenfassung
In dieser Position entwickelst du end-to-end AI-Modelle für ADAS, inklusive Datenanalyse, Modelldesign, Training und Validierung, während du technische Richtungen für die Integration in Fahrzeug- und Simulationssysteme definierst.
Job Technologien
Deine Rolle im 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.
Unsere Erwartungen an dich
Qualifikationen
- Strong programming skills in Python for model development, training pipelines, evaluation, and data analysis.
- Deep expertise in prediction and planning models (incl. negotiation algorithms), including model architecture design and optimization.
Erfahrung
- 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, un-supervised, 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.
Unser Angebot
- Challenging projects with which we shape 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 six weeks annual leave and overtime compensation.
- Discounted BMW & MINI conditions.
- Many other benefits at bmw.jobs/benefits.
Benefits
Work-Life-Integration
Gesundheit, Fitness & Fun
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
BMW AG
Weltweit führend in der Premium-Klasse: Ob Automobile, Motorräder oder Finanz- und Mobilitätsdienstleistungen - die Marken BMW, MINI, Rolls-Royce und BMW Motorrad stehen für höchste Qualität.
Description
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Hybrid, Onsite
- Branche
- Fahrzeugbau, Zulieferer, Industrie, Produktion
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Senior AI ADAS Engineer
- Ort
- München
- Arbeitsmodell
- Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
- Nur Englisch
- Nur Englisch erforderlich
