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: AD Toolchain, Simulation technology, Log-simulation, ADAS/AD systems. Define Recompute/Simulation concept. Define future-proof simulation technology concept”
What You'll Achieve.
Deliver scalable simulation solutions; Deliver secure simulation solutions; Deliver compliant simulation solutions; Fulfill stakeholder needs; Increase efficiency
Industry & Context.
Problem-solving abilities
Willingness to travel inside China, Willingness to travel abroad
What They're Looking For.
Must Have
Master degree in Computer Science, Master degree in Electrical Engineering, Master degree in Robotics, More than 8 years of experience in autonomous driving, More than 8 years of experience in vehicle software, More than 8 years of experience in simulation domains, Minimum 5 years of proven experience as system architect, Minimum 5 years of proven experience as solution architect, Minimum 5 years of proven experience as technical lead focused on simulation technology, Deep and hands-on expertise with ROS/ROS2 ecosystems, In-depth understanding of full AD stack, In-depth understanding of in-vehicle networks, Deep knowledge of simulation methodologies, Proven experience in closed-loop simulation frameworks, Proven experience in sensor data modeling, Proven experience in scenario extraction from logs, Proficient in C++ programming, Proficient in C++ compiling, Fluent English language skills
Nice to Have
HiL bench setup experience preferred, Familiarity with CARLA, Knowledge of Fast RTPS, Knowledge of DDS middleware for ROS 2
What You'll Do.
Define Recompute/Simulation concept
Define future-proof simulation technology concept
Define architecture for AD systems
Align technology roadmaps
Promote concept reuse
Achieve strategic synergy
Design AD recompute solution
Implement AD recompute solution
Design closed-loop log-simulation pipeline
Implement closed-loop log-simulation pipeline
Lead strategy for core simulation capabilities
Lead technical design for core simulation capabilities
Prioritize real-world data ingestion
Prioritize data management
Prioritize data replay
Deliver architectural solutions for accurate vehicle dynamics modeling
Deliver architectural solutions for sensor data replay
Deliver architectural solutions for virtual environment interaction
Adhere to regulatory requirements
Adhere to functional safety requirements
Identify stakeholder needs
Manage stakeholder needs
Realize required use cases
Provide evidence for business values
How You'll Work.
Team & Collaboration
Cross-functional teams; Internal stakeholders; Industry partners; Regulatory bodies; Suppliers; Headquarters
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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