Mercedes-Benz Group China Ltd.

Automotive

ADToolchainArchitect(Recompute)

$175–250k ~AI est. United States
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“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.

Automotive
Problems you'll solve

Problem-solving abilities

Eligibility Requirements

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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