Full Stack Engineer - Kernels (Sr. Deep)
- Peopleplus
- 7 to 12 Yrs
- Bengaluru
- 3 years ago
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Job Description
Full Stack Engineer - Kernels (Sr. Deep Learning R&D Engineer)
Exp: 7-14yrs
Location: Bangalore
Job Description:
- You will participate in all phases of software development process: designing, developing, debugging, performance optimization and deployment.
- Deep Learning System SW full stack development and e2e performance profiling, analysis and optimizations for multinode systems.
- Design and development of kernels / math libraries for high performance.
- Design, develop, optimize and validate Deep Learning software stack for distributed systems.
- Technical leadership to a team of engineers in design, development and delivery
- Framework/bridge/JIT compiler development and optimizations.
Qualifications:
- MS or PhD in CS/ECE or related fields with 6+ years of experience, and 3+ years of relevant experience in AI/Deep Learning
- Proven work experience in Modern C++ (C++11/14/17), minimum of 3 years; exceptional coding and debugging skills
- Experience indesign and development of kernels / DSP modules and optimizations.
- Experience in full stack development and performance engineering including identifying and building tools for performance profiling, analysis and debug is a big plus.
- Knowledge and experience with graph optimization/graph compiler techniques especially optimizations is a plus.
- Knowledge and experience in low level programming and optimizations, including parallel/distributed algorithms. Understanding of performance libraries for mathematical operations used in neural networks.
- Familiarity with Python and C++/Python interoperability
- Experience with DL frameworks (eg, PyTorch, Tensorflow)
- Experience in multi-threaded and distributed programming
- Knowledge of GPGPU programming technologies
Employement Category:
Employement Type: Full timeIndustry: IT - Software
Role Category: Embedded / System Software
Functional Area: Not Applicable
Role/Responsibilies: Full Stack Engineer - Kernels (Sr. Deep)
Contact Details:
Company: PeopleplusLocation(s): Bengaluru
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₹ 30 - 42 Lakh/Yr
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PEOPLEplus Professional Services Pvt Ltd is a Bangalore based Staffing and HR & Operations Solutions Provider for domestic and international companies and an acknowledged leader, especially in the R&D and High Technology domains, supporting some of the world’s best companies in identifying so...
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