
Machine Learning Software Architect
3 days ago
We are seeking a highly skilled Machine Learning Framework Engineer to join our team.
Job DescriptionThe successful candidate will have experience in developing and implementing machine learning frameworks, with a strong understanding of software engineering principles and practices.
Responsibilities include:
- Analyzing software requirements and determining the feasibility of design within given constraints
- Consulting with architecture and HW engineers to implement software solutions best suited for SOCs
- Leading high-performing teams towards system design and deliverables
- Proven track record of leading teams in machine learning software engineering
Requirements include:
- Bachelor's / Master's / PhD degree in Engineering, Machine Learning/AI, Information Systems, Computer Science, or related field
- 8+ years software engineering or related work experience
- 8+ years experience with programming languages such as C++, Python
The benefits of working on this project include:
- Opportunity to work on cutting-edge machine learning technologies
- Collaborative and dynamic work environment
- Professional development and growth opportunities
Other considerations include:
- Deep learning experience or knowledge - LLMs, Natural Language Processing, Vision, Audio, Recommendation systems
- Knowledge of PyTorch, TensorFlow software stacks
- Excellent C/C++/Python programming and software design skills
Preferred qualifications include:
- Hands-on experience writing SIMD and/or multi-threaded high-performance code
- Experience of profiling software and optimization techniques
- Hands-on experience with CUDA, CUDNN
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