Mercedes-Benz Research and Development India Private Limited
Bangalore
Vehicle Dealership
Aufgaben
Job Description
We are bringing the next generation of AI enabled user interaction to Mercedes-Benz cars using deep learning. As a machine learning platform engineer, you will develop platform software related components for one of the most innovative, cutting-edge and technologically advanced product.
You will be responsible for compressing & quantising neural networks, develop tools and methodologies to perform platform specific quantisation with minimal loss in accuracy.
Responsibilities
We are bringing the next generation of AI enabled user interaction to Mercedes-Benz cars using deep learning. As a machine learning platform engineer, you will develop platform software related components for one of the most innovative, cutting-edge and technologically advanced product.
You will be responsible for compressing & quantising neural networks, develop tools and methodologies to perform platform specific quantisation with minimal loss in accuracy.
Responsibilities
- Develop new ideas for machine learning within Pytorch
- Optimize existing implementations within Pytorch
- Research & implement distributed learning strategies.
- Enhance multi-gpu and multi-node capabilities in Pytorch
- Interface with research team to understand neural network algorithms.
- Research and develop compression strategies for the target devices.
- Document work artifacts and ensure alignment with internal development processes.
Desired Skills and Experience
- Bachelor’s degree in Engineering.
- Minimum 4 years of relevant work experience, including hands-on development experience in C/C++, CUDA, Pytorch
- Expert at python programming
- Experience working on Unix based environment and/or embedded devices.
- Good understanding of Linux OS
- Experience on Shell scripting, Makefile
- Excellent troubleshooting skills to root cause complex issues
- Strong Data structure Knowledge
- Strong Debugging & Bug-fixing skills
- Good Analytical & Problem Solving skills
- Sound Knowledge on Git and similar agile development practices.
- Experience on OpenCL, Machine Learning is plus
- Experience on Software Design, Architecture
- Experience working with V100 GPUs
Qualifikationen
Educational Qualifications:
Bachelor’s degree in any engineering (preferably computer science, electronics or releated academic courses)
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