Software Engineer, Machine Learning Compilers
- Euronoxx Reserves
- 1 to 5 Yrs
- karnataka
- 1 month ago
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Job Description
- Minimum qualifications: Bachelor's degree or equivalent practical experience. 1 year of experience in C++. Experience in data structures and algorithms. Preferred qualifications: Master's degree in computer science or equivalent practical experience. Experience in power and performance optimizations. Experience with machine learning. Experience with compilers. Understanding of hardware, especially hardware that provides a degree of parallelism. About The Job Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Googles needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward. As a Software Engineer you will work on developing Machine Learning (ML) compilers for the Tensor TPU to accelerate Generative AI and other machine learning models running on custom hardware accelerators. You will manage project priorities, deadlines and deliverables. Google's mission is to organize the world's information and make it universally accessible and useful. Our team combines the best of Google AI, Software, and Hardware to create radically helpful experiences. We research, design, and develop new technologies and hardware to make computing faster, seamless, and more powerful. We aim to make people's lives better through technology. Responsibilities Build compilers and tools that map Machine Learning models (with a particular focus on always-on computing use cases) to the hardware ISA. Evaluate various trade-offs of different parallelization strategies such as performance, power, energy and memory consumption. Collaborate with machine learning researchers to constantly improve the domain-specific compiler. Collaborate with hardware engineers to evolve future accelerators. ,
Employement Category:
Employement Type: Full timeIndustry: IT - Hardware / Networking
Role Category: Not Specified
Functional Area: Not Specified
Role/Responsibilies: Software Engineer, Machine Learning Compilers
Contact Details:
Company: GoogleLocation(s): Karnataka
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Keyskills: C Data Structures Algorithms Machine Learning Compilers Power
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