Expert, Radar System Architecture
Aumovio · Shanghai
Company Description
Aumovio Autonomous Mobility (Shanghai) Co., Ltd.
Job Description
System Architecture Design & Definition
- Develop comprehensive radar system architecture including RF frontend, analog/digital signal processing, A/D conversion, digital signal processing, and higher-level algorithms.
- Define system requirements, interfaces, and specifications aligned with product goals.
- Design the data flow, control flow, and data exchange mechanisms across modules and cores.
- Establish system-level trade-offs considering power, performance, and reliability.
Radar Signal Processing & Algorithm Development
- Lead development of signal processing algorithms including FMCW/CCM chirp generation, interference suppression, and high angular resolution technology.
- Design and validate digital beamforming algorithms and multi-antenna processing.
- Oversee the implementation and optimization of radar detection, clustering, tracking, and classification algorithms.
- Integrate machine learning or AI-based processing if applicable.
Software Task Scheduling & Embedded Runtime Optimization
- Define software architecture and task scheduling for real-time performance.
- Optimize embedded software to maximize processing efficiency on the new chip architecture.
- Ensure low-latency data handling and real-time response capabilities.
- Balance computational loads across multiple cores and manage synchronization.
Firmware & Low-Level Software Development
- Oversee the deployment of C/C++ code on the new chip platform.
- Define and implement firmware interfaces with hardware modules.
- Develop or supervise the development of device drivers, middleware, and APIs.
- Enable efficient debugging, profiling, and performance tuning of embedded software.
Hardware-Software Integration & Validation
- Collaborate closely with hardware design teams to ensure seamless integration.
- Define and monitor the process of system integration testing and validation at hardware and software levels.
- Troubleshoot and resolve issues related to hardware-software interactions.
Multi-Core Processing & Data Exchange
- Design scalable multi-core processing architectures for radar data processing.
- Implement efficient data exchange mechanisms such as shared memory, message passing, or hardware FIFO.
- Optimize inter-core communication for minimal latency and maximum throughput.
- Implement fault-tolerance and error handling mechanisms.
System Performance Optimization & Reliability
- Use profiling tools and simulation to identify bottlenecks.
- Fine-tune system parameters and software routines to meet stringent automotive standards.
- Integrate safety, redundancy, and fault detection mechanisms.
- Ensure system robustness under varying operational conditions.
Standards, Compliance & Documentation
- Ensure design complies with automotive safety (ISO26262), electromagnetic compatibility, and other relevant standards.
- Document architecture, algorithms, software, and hardware interfaces thoroughly.
- Lead technical reviews and knowledge sharing within the team and with partners.
As a highly experienced Radar System Architecture Expert, this role will spearhead the design and development of next-generation Radar systems utilizing cutting-edge chip technology from a new supplier. The ideal candidate will possess a deep understanding of radar signal processing, embedded system design, and software-hardware integration to deliver innovative and reliable automotive Radar solutions.
Key Objectives:
- Lead the overall architecture and system design of next-generation Automotive Radar systems.
- Drive integration of new chip architectures into radar signal processing and system workflows.
- Define and oversee system requirements, specifications, and design trade-offs.
- Collaborate with hardware, software, and application teams to ensure seamless integration and optimal system performance.
- Optimize embedded software deployment and runtime for high-throughput, real-time radar processing.
- Establish best practices for multi-core data exchange, low-latency processing, and system robustness.
- Ensure compliance with automotive standards and safety requirements.
Qualifications
Education / Certification
- Master degree in engineering or relevant fileds
- Professional Experience
- (Variety of Functions, Variety of Business, General Management Experience)
- Proven experience in radar system architecture, embedded software development, and hardware-software integration in automotive or related industries.
- Deep understanding of mmWave radar signal processing, beamforming, and algorithm optimization.
- Practical experience with new chip platforms, C/C++ programming, and real-time embedded systems.
- Experience with multi-core processors, low-latency inter-core communication, and runtime optimization.
- Strong problem-solving skills and ability to lead multidisciplinary teams.
- Knowledge of automotive safety standards (ISO26262), electromagnetic compatibility, and system validation.
Project and/or ProcessExperience
- Projectmanagment, PLC experience, Intellectual Property
Leadership Experience
- Leading engineering teams (functional, disciplinary)
Additional Information
Ready to take your career to the next level? The future of mobility isn’t just anyone’s job. Make it yours! Join AUMOVIO. Own What’s Next.