Mercedes-Benz Group China Ltd.
Automotive
ADToolchainArchitect(Recompute)
Neural analysis suggests this role is
optimal for Senior candidates.
“AD Toolchain Architect (Recompute) at Mercedes-Benz Group China Ltd.. Skills: Simulation technology, Recompute tooling, Log-simulation systems. Define simulation concept. Define simulation architecture”
Industry & Context.
Analytical skills
Travel inside China, Travel abroad
What They're Looking For.
Must Have
Master's degree, 8+ years experience, 5+ years architect experience, Deep ROS/ROS2 expertise, In-depth AD stack knowledge, In-vehicle networks knowledge, Simulation methodologies knowledge, C++ programming proficiency
Nice to Have
HiL bench setup experience
What You'll Do.
Define simulation concept
Define simulation architecture
Align technology roadmaps
Promote concept reuse
Design recompute solution
Implement simulation pipeline
Lead technical design
Prioritize data ingestion
Prioritize data management
Prioritize data replay
Deliver architectural solutions
Adhere to requirements
Identify stakeholder needs
Manage stakeholder needs
Provide evidence for business values
How You'll Work.
Team & Collaboration
Cross-functional teams; Internal stakeholders; HQ; Industry partners; Regulatory bodies; Suppliers
Communication Scope
Stakeholder management
Full Job Description
China is the biggest passenger car market for Mercedes-Benz. In Mercedes-Benz R&D China. We strive to provide China-fit ADAS/AD products through advanced technologies to our Chinese customers. We are currently looking for ADAS/AD talent who share the same passion and enthusiasm for developing a China-fit ADAS/AD system. The Architect for AD Toolchain Platform is a critical position within the Autonomous Driving Data Team. This role is mainly responsible for defining the simulation technology architecture for AD systems in China with a primary focus on developing and scaling the robust open-loop replay and closed-loop log-simulation systems utilizing real vehicle data. The candidate will work closely with cross-functional teams to ensure successful recompute tooling delivery fulfilling stakeholder needs . As recompute architect , you will also be responsible for integrating China-specific market demands, regulatory standards, and inputs from suppliers and HQ to deliver scalable, secure, and compliant simulation solutions including but not limited to: 1. Define Recompute/Simulation concept Define future-proof simulation technology concept and architecture for current and next-generation AD systems Work closely with internal stakeholders, headquarters, industry partners, regulatory bodies to align technology roadmaps P romote concept reuse and achieve strategic synergy 2. Design and implement AD recompute solution Design and implement high-performance closed-loop log-simulation pipeline as primary focus Lead the strategy and technical design for core simulation capabilities, prioritizing real-world data ingestion, management, and replay. Deliver architectural solutions for accurate vehicle dynamics modeling, sensor data replay and virtual environment interaction within log-sim context Ensure all architectural deliverables adhere to relevant regulatory and functional safety (ISO 26262) requirements 3. Fulfill stakeholder and busi
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