Deep Learning R&D Engineer (Systems/Performance Architect)
- Bangalore, India
Job Description: We are looking for a Systems Software Engineer/Architect to design, develop and optimize communication libraries for Intel's deep learning accelerators. In this role, you will work on cutting edge technologies, with a cross-geo team to design, develop, optimize and benchmark to meet performance goals of the Distributed Deep Learning SW stack with a specific focus on communication libraries and its interaction with DL frameworks • Design and develop optimal communication algorithms • Profile the complete stack for identifying system bottlenecks, propose techniques to remove or minimize the bottlenecks • Profile various ML workloads and identify optimization opportunities in scaling • Innovate and develop tools to aid performance analysis and tuning, debug, with special focus on middleware
Qualifications: • MS or PhD in CS or related fields with an overall experience of 10 years • Expertise in HPC, communication libraries, algorithms, middleware • Strong knowledge of distributed systems and algorithms • Strong knowledge of scaling applications and applying various performance optimizations related to communication • Solid expertise in parallel programming • Knowledge of high-speed networking is a plus • Experience and knowledge of scaling distributed deep learning frameworks such as TensorFlow and Pytorch a plus • Excellent programming skills in C/C and parallel programming skills • Strong communication skills and experience with working in a cross-geo setup • Ability to deliver quick results in a fast paced, start-up like dynamic environment.
Inside this Business Group
Intel AI, leveraging Intel's world leading position in silicon innovation and proven history in creating the compute standards that power our world, is transforming Artificial Intelligence (AI) with the Intel AI products portfolio. Harnessing silicon designed specifically for AI, end to end solutions that broadly span from the data center to the edge, and tools that enable customers to quickly deploy and scale up, Intel AI is inside AI and leading the next evolution of compute.
Intel prohibits discrimination based on race, color, religion, gender, national origin, age, disability, veteran status, marital status, pregnancy, gender expression or identity, sexual orientation or any other legally protected status.
It has come to our notice that some people have received fake job interview letters ostensibly issued by Intel, inviting them to attend interviews in Intel's offices for various positions and further requiring them to deposit money to be eligible for the interviews. We wish to bring to your notice that these letters are not issued by Intel or any of its authorized representatives. Hiring at Intel is based purely on merit and Intel does not ask or require candidates to deposit any money. We would urge people interested in working for Intel, to apply directly at www.jobs.intel.com and not fall prey to unscrupulous elements.
IN Experienced Hire JR0141815 Bangalore
Back to top