Software Development Engineer 2

May 14, 2024
Hyderabad, India
... Not specified
... Intermediate
Full time
... Office work


WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. 

AMD together we advance_




Machine Learning Engineer

 

AMD is looking for AI/ML experts for growing ML/AI Solutions team, located in Hyderabad, India. Successful candidate is going to play a key role to provide seamless end-to-end AI/ML Solutions and working with cutting edge network architectures like CNN, RNN, NLP (BERT, Transformer) or any custom network, and mapping them into AMD Next Generation Devices. Candidate will work on system development, performance simulations and optimization, developing SW framework and application. The candidate will work in a highly cross-functional R&D environment, interacting with HW and SW engineering teams, internal acceleration application teams and tier-1&2 customer to enable high performance machine learning networks (CNN/NLP/DNN/RNN). The team is dynamic and fast paced offering each of its members tremendous personal opportunity to grow their knowledge and skills in Machine Learning complex problem solving, product development and system engineering.

 

WHAT YOU’LL BE DOING:

  • Candidate will get an opportunity to learn and work on the state of the art AI-ML based compiler tools chain, varying across front-end, back-end, optimizations, performance and debug related work exploration. 
  • Candidate is going to work with ML/AI solution team to speedup overall team development works.
  • Candidate will be exploring industry standard network architectures like NLP (BERT, Transformer), CNN, RNN or any custom network, and mapping them into AMD Next Generation Devices.
  • Candidate will work on system development, performance simulations and optimization, developing SW framework and application.
  • The team is dynamic and fast paced offering each of its members tremendous personal opportunity to grow their knowledge and skills in Machine Learning complex problem solving, product development and system engineering.

KEY QUALIFICATIONS:

  • Bachelor/master’s in computer science, Computer Engineering, Data Science/Analytics, or a related field
  • Experience in a field associated with machine learning algorithms and frameworks.
  • Expertise with Deep Neural Network architectures like CNN, RNN etc.
  • Expertise with AI framework like Pytorch, Tensorflow, Caffe, etc.
  • Experience with standard machine learning Models such as RestNet, Transformer, SSD, BERT, DLRM and Reinforcement Learning.

WHAT WOULD SET YOU APART:

  • To engage with software partner architects and engineers to jointly work on performance optimizations, develop benchmarking plans, develop technical collateral (presentations, whitepapers, etc.) to position ML compiler in target market segments, and co-develop joint partner demos and proof-points. The role may also work with partners to create SOW for implementations as needed.
  • To interact with Customers, helping them converge on their critical design needs.
  • To Drive successful Adoption of AMD AI Engine tool flows by working closely with key customers, AMD Marketing, Vitis Engineering, and Field Specialists.
  • To Work with Tech Marketing and Applications Engineering to understand customer needs and accordingly architect new features.
  • To Work with Architecture team to design next gen ML solutions. 
  • To Work in ML framework pytorch or Tensorflow environment for various model explorations, quantization, optimization etc.
  • Getting direct exposure to work in next generation DL compiler

WHO WE’RE LOOKING FOR:

  • Candidate having good understanding on machine learning algorithms and frameworks
  • Understanding of Deep Neural Network architectures like CNN, RNN etc.
  • Understanding on AI framework like Pytorch, Tensorflow, Caffe, etc.
  • Understanding on standard machine learning Models such as RestNet, Transformer, SSD, BERT, DLRM and Reinforcement Learning.
  • Knowledge of Acceleration Platform like GPU, TPU, APU, AIE, FPGAs.
  • Experience in optimizing Machine Learning application for a target architecture is a plus.
  • Team player with ability to work across a diverse team, also cross-functionally and in geographically distributed teams.
  • Strong SW programming skills in python
  • Strong Analytical skills
  • Excellent written/verbal communication skills

 

#LI-NS2




Benefits offered are described:  AMD benefits at a glance.

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

Benefits offered are described:  AMD benefits at a glance.

 

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

Machine Learning Engineer

 

AMD is looking for AI/ML experts for growing ML/AI Solutions team, located in Hyderabad, India. Successful candidate is going to play a key role to provide seamless end-to-end AI/ML Solutions and working with cutting edge network architectures like CNN, RNN, NLP (BERT, Transformer) or any custom network, and mapping them into AMD Next Generation Devices. Candidate will work on system development, performance simulations and optimization, developing SW framework and application. The candidate will work in a highly cross-functional R&D environment, interacting with HW and SW engineering teams, internal acceleration application teams and tier-1&2 customer to enable high performance machine learning networks (CNN/NLP/DNN/RNN). The team is dynamic and fast paced offering each of its members tremendous personal opportunity to grow their knowledge and skills in Machine Learning complex problem solving, product development and system engineering.

 

WHAT YOU’LL BE DOING:

  • Candidate will get an opportunity to learn and work on the state of the art AI-ML based compiler tools chain, varying across front-end, back-end, optimizations, performance and debug related work exploration. 
  • Candidate is going to work with ML/AI solution team to speedup overall team development works.
  • Candidate will be exploring industry standard network architectures like NLP (BERT, Transformer), CNN, RNN or any custom network, and mapping them into AMD Next Generation Devices.
  • Candidate will work on system development, performance simulations and optimization, developing SW framework and application.
  • The team is dynamic and fast paced offering each of its members tremendous personal opportunity to grow their knowledge and skills in Machine Learning complex problem solving, product development and system engineering.

KEY QUALIFICATIONS:

  • Bachelor/master’s in computer science, Computer Engineering, Data Science/Analytics, or a related field
  • Experience in a field associated with machine learning algorithms and frameworks.
  • Expertise with Deep Neural Network architectures like CNN, RNN etc.
  • Expertise with AI framework like Pytorch, Tensorflow, Caffe, etc.
  • Experience with standard machine learning Models such as RestNet, Transformer, SSD, BERT, DLRM and Reinforcement Learning.

WHAT WOULD SET YOU APART:

  • To engage with software partner architects and engineers to jointly work on performance optimizations, develop benchmarking plans, develop technical collateral (presentations, whitepapers, etc.) to position ML compiler in target market segments, and co-develop joint partner demos and proof-points. The role may also work with partners to create SOW for implementations as needed.
  • To interact with Customers, helping them converge on their critical design needs.
  • To Drive successful Adoption of AMD AI Engine tool flows by working closely with key customers, AMD Marketing, Vitis Engineering, and Field Specialists.
  • To Work with Tech Marketing and Applications Engineering to understand customer needs and accordingly architect new features.
  • To Work with Architecture team to design next gen ML solutions. 
  • To Work in ML framework pytorch or Tensorflow environment for various model explorations, quantization, optimization etc.
  • Getting direct exposure to work in next generation DL compiler

WHO WE’RE LOOKING FOR:

  • Candidate having good understanding on machine learning algorithms and frameworks
  • Understanding of Deep Neural Network architectures like CNN, RNN etc.
  • Understanding on AI framework like Pytorch, Tensorflow, Caffe, etc.
  • Understanding on standard machine learning Models such as RestNet, Transformer, SSD, BERT, DLRM and Reinforcement Learning.
  • Knowledge of Acceleration Platform like GPU, TPU, APU, AIE, FPGAs.
  • Experience in optimizing Machine Learning application for a target architecture is a plus.
  • Team player with ability to work across a diverse team, also cross-functionally and in geographically distributed teams.
  • Strong SW programming skills in python
  • Strong Analytical skills
  • Excellent written/verbal communication skills

 

#LI-NS2

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