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104 BMW TechWorks India Jobs
Embedded ML-SW Developer (C++)
5-8 years
Pune, Bangalore / Bengaluru
1 vacancy
Embedded ML-SW Developer (C++)
BMW TechWorks India
posted 1mon ago
Job Role Insights
Key skills for the job
Job Description
- Join our team to industrialize sophisticated cutting-edge algorithms for our next generation of BMW Cars.
- You will use your expertise in embedded C++ to deploy AI algorithms on BMW platforms. This role requires a comprehensive knowledge of CPU architecture and performance optimization for hardware.
- The candidate should be willing to deepen their ML knowledge.
- In your daily work, you will find yourself in an international and interdisciplinary environment with an agile mindset.
- Our campus offers the cloud infrastructure you need to work productively with large amounts of data and focus on the software for the automobile of the future
What should you bring along?
- Design, develop, and maintain embedded software systems using C/C++ .
- Knowledge of deployment of AI frameworks , including TinyML/EdgeML, to enhance embedded systems capabilities is beneficial.
- Conduct performance optimization of hardware systems to ensure efficient operation and resource utilization.
- Utilize understanding of CPU architecture : Perform capacity estimation and planning to ensure that systems (built prototypes) are scalable and can handle projected workloads.
- Develop and maintain documentation for software design and implementation processes.
- Basic knowledge of WebAssembly is advantageous.
- Business fluent knowledge of English (written and spoken).
Key responsibilities:
- Integrate different ML frameworks (together with an ML engineer) on WebAssembly and BMW series Hardware (RTOS, POSIX).
- Measure performances and develop clear documentation.
- Benchmark different ML frameworks performances and memory footprints.
- Conduct pre-development activities, including exploratory testing and prototype creation.
- Working in a close and collaborative team with an ML expert.
Employment Type: Full Time, Permanent
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