Edge Ai Deep Learning Software Engineer Job in Spectrum Consultants India Pvt Ltd
Edge Ai Deep Learning Software Engineer
Spectrum Consultants India Pvt Ltd
4+ weeks ago
- Bengaluru, Bangalore Urban, Karnataka
- Not Disclosed
- Permanent
Job Summary
Edge AI Deep Learning Software Engineer
Job Description:
Conduct design and development to build and optimize deep learning software. Design, develop & optimize for deep learning training and inference frameworks. Implement various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in deep learning frameworks. Transform computational graph representation of neural network model. Develop deep learning primitives in math libraries. Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams. Optimizing code for various computing hardware backends. Interacting with deep learning researchers and experience with deep learning frameworks.
Qualifications:
The ideal candidate shall have 4 years of relevant industry experience, Prior experience in building Deep Learning based use cases for any of the emerging verticals ex Retail Medical Industrial Automotive, Prior experience in software stack development frameworks TF Pytorch models and performance accuracy tuning aspects, Prior experience in Cloud stack development including orchestration frameworks ex Kubernetes docker swarm container development middleware and building workflows involving deep learning solutions, In depth experience in Open VINO frameworks is highly desired, Exposure to CSP AI frameworks like Amazon Greengrass MSFT Azure is a definite plus, Excellent coding skills and disciplined methodical approach to problem solving, Should have the ability for rapid prototyping of solutions and iteratively codevelop mature them with customers, The person shall be able to independently handle technical issues and come up w solutions, Be a self starter and highly proactive lead with a passion to work closely with customers in emerging areas applications, He/She shall be comfortable in ramping up in new technical areas, Excellent communication skills and interpersonal skills to be a team player.
Job Type:
Experienced Hire
Shift:
Shift 1 (India)
Primary Location:
India, Bangalore
Additional Locations:
Business group:
Employees of the Internet of Things Solutions Group (IOTG) have an exciting opportunity before them: To grow Client's leadership position in the rapidly evolving IoT market by delivering the best silicon, software and services that meet a wide range of customer requirements - from Xeon to Quark . The group, a fresh, dynamic collaboration between Client's Intelligent Solutions Group and Wind River Systems, utilizes assets from across all of Client in such areas as industrial automation, retail, automobiles and aerospace. The IOTG team is dedicated to helping Client drive the next major growth inflection through productivity and new business models that are emerging as a result of IoT.
Job Description:
Conduct design and development to build and optimize deep learning software. Design, develop & optimize for deep learning training and inference frameworks. Implement various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in deep learning frameworks. Transform computational graph representation of neural network model. Develop deep learning primitives in math libraries. Profile distributed DL models to identify performance bottlenecks and propose solutions across individual component teams. Optimizing code for various computing hardware backends. Interacting with deep learning researchers and experience with deep learning frameworks.
Qualifications:
The ideal candidate shall have 4 years of relevant industry experience, Prior experience in building Deep Learning based use cases for any of the emerging verticals ex Retail Medical Industrial Automotive, Prior experience in software stack development frameworks TF Pytorch models and performance accuracy tuning aspects, Prior experience in Cloud stack development including orchestration frameworks ex Kubernetes docker swarm container development middleware and building workflows involving deep learning solutions, In depth experience in Open VINO frameworks is highly desired, Exposure to CSP AI frameworks like Amazon Greengrass MSFT Azure is a definite plus, Excellent coding skills and disciplined methodical approach to problem solving, Should have the ability for rapid prototyping of solutions and iteratively codevelop mature them with customers, The person shall be able to independently handle technical issues and come up w solutions, Be a self starter and highly proactive lead with a passion to work closely with customers in emerging areas applications, He/She shall be comfortable in ramping up in new technical areas, Excellent communication skills and interpersonal skills to be a team player.
Job Type:
Experienced Hire
Shift:
Shift 1 (India)
Primary Location:
India, Bangalore
Additional Locations:
Business group:
Employees of the Internet of Things Solutions Group (IOTG) have an exciting opportunity before them: To grow Client's leadership position in the rapidly evolving IoT market by delivering the best silicon, software and services that meet a wide range of customer requirements - from Xeon to Quark . The group, a fresh, dynamic collaboration between Client's Intelligent Solutions Group and Wind River Systems, utilizes assets from across all of Client in such areas as industrial automation, retail, automobiles and aerospace. The IOTG team is dedicated to helping Client drive the next major growth inflection through productivity and new business models that are emerging as a result of IoT.
Experience Required :
2 to 10 Years
Vacancy :
2 - 4 Hires
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