Software Development Engineer 2

May 17, 2024
Bengaluru, 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. 

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SOFTWARE DEVELOPMENT ENGINEER 2 

 

THE ROLE: 

AMD India is hiring talented software engineers and architects to work on ZenDNN, our flagship CPU inferencing product. The role involves performance optimization of state-of-the-art machine learning workloads on our CPU servers in opensource ML frameworks.

 

THE PERSON: 

We are looking for smart, creative people who have a passion for solving complex problems. The ideal candidate has a strong background in optimizing ML models and libraries for performance, preferably on x86 architectures. Expertise in opensource ML frameworks such as PyTorch, TensorFlow and ONNX-Runtime is very relevant. The candidate should also have a solid understanding of SW quality and processes.

 

REQUIRED SKILLS

  • Strong background in machine learning fundamentals, including deep learning, large language models, and recommender systems.
  • Strong background in multi-threaded and parallel programming
  • Experience working with opensource frameworks such as PyTorch, TensorFlow and ONNX-Runtime.
  • Experience in profiling ML workloads and optimizing them for performance.
  • Strong background in C++ and python programming.
  • Excellent problem-solving skills and willingness to think outside the box.
  • Experience with production software quality assurance practices, methodologies, and procedures
  • Excellent communication skills and experience working with global teams.

 

KEY RESPONSIBILITIES: 

  • Development of ZenDNN, our flagship CPU inferencing product
  • Innovating to improve performance and customer ease-of-use on state-of-the-art ML workloads

 

PREFERRED EXPERIENCE: 

  • Exposure to compiler technology including LLVM
  • Scripting languages such as Perl or Python

 

ACADEMIC CREDENTIALS: 

  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or Computer Engineering, or equivalent

 




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.

SOFTWARE DEVELOPMENT ENGINEER 2 

 

THE ROLE: 

AMD India is hiring talented software engineers and architects to work on ZenDNN, our flagship CPU inferencing product. The role involves performance optimization of state-of-the-art machine learning workloads on our CPU servers in opensource ML frameworks.

 

THE PERSON: 

We are looking for smart, creative people who have a passion for solving complex problems. The ideal candidate has a strong background in optimizing ML models and libraries for performance, preferably on x86 architectures. Expertise in opensource ML frameworks such as PyTorch, TensorFlow and ONNX-Runtime is very relevant. The candidate should also have a solid understanding of SW quality and processes.

 

REQUIRED SKILLS

  • Strong background in machine learning fundamentals, including deep learning, large language models, and recommender systems.
  • Strong background in multi-threaded and parallel programming
  • Experience working with opensource frameworks such as PyTorch, TensorFlow and ONNX-Runtime.
  • Experience in profiling ML workloads and optimizing them for performance.
  • Strong background in C++ and python programming.
  • Excellent problem-solving skills and willingness to think outside the box.
  • Experience with production software quality assurance practices, methodologies, and procedures
  • Excellent communication skills and experience working with global teams.

 

KEY RESPONSIBILITIES: 

  • Development of ZenDNN, our flagship CPU inferencing product
  • Innovating to improve performance and customer ease-of-use on state-of-the-art ML workloads

 

PREFERRED EXPERIENCE: 

  • Exposure to compiler technology including LLVM
  • Scripting languages such as Perl or Python

 

ACADEMIC CREDENTIALS: 

  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, or Computer Engineering, or equivalent

 

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