• 1067 - ML Framework Developer

Location Telangana Hyderabad
Experience Range 2 - 12 Years
Qualification B.Tech, M.Tech, B.E., M.E.
Open

Skills ML Framework, Python, Tensorflow, Pytorch, Camera and Display App Development
Job Description
About Us
Established in 1999, MosChip is the First Fabless Semiconductor company publicly traded in India with approx.20 years of experience. MosChip is a semiconductor and system design company with a focus on Turnkey ASICs, Mixed Signal IP, Semiconductor & Product Engineering and IoT solutions catering to Aerospace & Defence, Consumer Electronics, Automotive, Medical and Networking & Telecommunications. We have established ourselves as a preferred partner for technology and excellence. At MosChip, we strive to provide unparalleled service and support to our clients with on-time delivery being our strength and commitment. We aim to offer a unique combination of services and solutions giving them an advantage over competitors in their industry by aligning ourselves to the vision of our clients. Our client-driven approach focuses on all facets of the product development process, including not only the technology but also time-to-market and returns on investment (ROI). Supported by a focused team of engineering, technology, and domain experts, MosChip has embarked on a journey with a difference – to be a partner in growth.
Roles and Responsibility

 

ML Framework Developer

 

COMPANY OVERVIEW:

 

MosChip is a semiconductor and embedded system design company with a focus on Embedded, Turnkey ASICs, Mixed Signal IP, Semiconductor & Product Engineering and IoT solutions catering to Aerospace & Defence, Consumer Electronics, Automotive, Medical and Networking & Telecommunications.

 

REQUIRED SKILLS:

We are looking for a highly motivated ML Frameworks engineer to develop deep learning network models and applications in TensorFlow and pyTorch, that would run on massively parallel graph streaming processors. The role provides an opportunity to work on cutting edge technologies in AI and to closely collaborate with the rest of the software stack to achieve peak performance on graph streaming processors

 

Job Responsibilities:

         Design and develop state-of-the art machine learning models in Image Classification, Object Detection, NLP, autonomous driving etc

         Translation of network models in different ML frameworks to MLIR based graphs

         Closely collaborate with MLIR graph compiler and the rest of the software stack to run the application end-to-end.

         Enable inference and network training on processors with close collaboration with other teams

         Analyse/Profile various ML workloads and report performance improvement opportunities

         Develop end to end demo applications to show-case capabilities

         Follow agile software development methodology, unit testing and continuous integration

         Quantising the ML models for the edge to improve performance with minimal loss of accuracy

 

Qualification/Required Skills:

         B. Tech/M. Tech ECE or CS

         2 to 12 years of relevant experience working with various ML frameworks.

         Strong programming skills in python

         Strong hands-on knowledge of TensorFlow and pyTorch

         Knowledge of network training and distributed algorithms

         Familiarity with compute kernels for various network layers is a plus but not mandatory

         Experience of developing end-to-end applications using camera and display is a plus

         Good knowledge of various quantisation techniques. Prior work with TensorFlow to TensorFlow-lite conversion is a plus

         Familiarity with ONNX is good to have

         Familiarity with Graph Compilers is an added advantage but not mandatory

 

Education RequirementsB. Tech / M. Tech (ECE / CSE)

Experience2 to 12 Years

LocationHyderabad

ShiftGeneral

Work WeekMonday to Friday

 

Quick Links:

 

Who we are? https://www.youtube.com/watch?v=4nvbzE-eUGk

How we train? https://www.youtube.com/watch?v=Yy5GtKP7ozk

Contact: recruit@moschip.com

 

Recruiter Name MosChip
Recruiter Number TA Team
Recruiter Email Id Recruit@moschip.com
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