AI/ML Software Architect

Apr 28, 2024
San Diego, Costa Rica
... 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_




THE ROLE:

We are seeking a highly skilled AI software architect with a background in different AI software flows, frameworks and compilers to drive our work around optimal inference.

 

The PERSON:

As a Software Architect specializing, you will play a pivotal role in architecting, designing, and implementing high-performance machine learning algorithms and models. You will collaborate closely with cross-functional teams to develop and optimize software solutions that leverage the power of DirectML for accelerated AI computations. This role offers the opportunity to work on leading-edge projects, influence technical decisions, and mentor junior engineers.

 

KEY RESPONSIBILITIES:

  • Lead the design, development, and optimization of machine learning algorithms and models using DirectML and other frameworks.
  • Architect and implement high-performance software solutions for AI applications, focusing on scalability, efficiency, and accuracy.
  • Collaborate with researchers, data scientists, and engineers to integrate features into our products and platforms.
  • Capture and influence the hardware architecture with concrete data and feedback from the compilation challenges and directions of advanced AI models and frameworks.
  • Drive innovation by staying current with the latest advancements in AI frameworks, flows and compilation techniques. Actively contribute to the development of best practices in the space.
  • Mentor junior engineers, provide technical guidance, and conduct code reviews to ensure high-quality software deliverables.

 

PREFERRED EXPERIENCE:

 

  • Extensive experience in software engineering with a focus on machine learning, AI, or computer vision.
  • Strong proficiency in C++ and experience with performance optimization techniques for high-throughput computing.
  • In-depth knowledge of DirectML, including its architecture, APIs, and optimization techniques for GPU acceleration.
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, or ONNX, and integrating them with DirectML.
  • Solid understanding of computer vision algorithms, neural network architectures, and model optimization techniques.
  • Proficiency in parallel computing concepts and GPU programming using CUDA or OpenCL is a plus.
  • Excellent problem-solving skills and the ability to work effectively in a collaborative team environment.
  • Strong communication skills with the ability to articulate complex technical concepts to both technical and non-technical stakeholders.

 

ACADEMIC CREDENTIALS:

  • Bachelor's degree in Computer Science, Engineering, or a related field. Advanced degree (e.g., Master's or Ph.D.) is preferred but not required.

 

LOCATION;

  • San Jose, CA

 

#LI-RF1




At AMD, your base pay is one part of your total rewards package.  Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here.

 

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.

At AMD, your base pay is one part of your total rewards package.  Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here.

 

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.

THE ROLE:

We are seeking a highly skilled AI software architect with a background in different AI software flows, frameworks and compilers to drive our work around optimal inference.

 

The PERSON:

As a Software Architect specializing, you will play a pivotal role in architecting, designing, and implementing high-performance machine learning algorithms and models. You will collaborate closely with cross-functional teams to develop and optimize software solutions that leverage the power of DirectML for accelerated AI computations. This role offers the opportunity to work on leading-edge projects, influence technical decisions, and mentor junior engineers.

 

KEY RESPONSIBILITIES:

  • Lead the design, development, and optimization of machine learning algorithms and models using DirectML and other frameworks.
  • Architect and implement high-performance software solutions for AI applications, focusing on scalability, efficiency, and accuracy.
  • Collaborate with researchers, data scientists, and engineers to integrate features into our products and platforms.
  • Capture and influence the hardware architecture with concrete data and feedback from the compilation challenges and directions of advanced AI models and frameworks.
  • Drive innovation by staying current with the latest advancements in AI frameworks, flows and compilation techniques. Actively contribute to the development of best practices in the space.
  • Mentor junior engineers, provide technical guidance, and conduct code reviews to ensure high-quality software deliverables.

 

PREFERRED EXPERIENCE:

 

  • Extensive experience in software engineering with a focus on machine learning, AI, or computer vision.
  • Strong proficiency in C++ and experience with performance optimization techniques for high-throughput computing.
  • In-depth knowledge of DirectML, including its architecture, APIs, and optimization techniques for GPU acceleration.
  • Experience with deep learning frameworks such as TensorFlow, PyTorch, or ONNX, and integrating them with DirectML.
  • Solid understanding of computer vision algorithms, neural network architectures, and model optimization techniques.
  • Proficiency in parallel computing concepts and GPU programming using CUDA or OpenCL is a plus.
  • Excellent problem-solving skills and the ability to work effectively in a collaborative team environment.
  • Strong communication skills with the ability to articulate complex technical concepts to both technical and non-technical stakeholders.

 

ACADEMIC CREDENTIALS:

  • Bachelor's degree in Computer Science, Engineering, or a related field. Advanced degree (e.g., Master's or Ph.D.) is preferred but not required.

 

LOCATION;

  • San Jose, CA

 

#LI-RF1

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