Sr. Product Manager AI/ML Ops Focus

Jun 15, 2024
Austin, United States
... Not specified
... Senior
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:  

The successful candidate will set the vision and strategy for what AI applications and frameworks we focus on and optimize for our Instinct GPU customers. She/he understands the workflows that data scientists and ML engineers follow, and the steps and tools used to prepare data, train, fine-tune, and inference LLMs. This person will work closely with our ROCm platform team and the data center infrastructure product management team to build a holistic view of the end-to-end stack, its components and what these components are used for. Additionally, this person will gather customer requirements and triangulate insights into executive presentations to align stakeholder vision.

 

KEY RESPONSIBILITIES: 

  • Develop a view of the ML/AI application stack that is currently used and stay on the bleeding edge of what is coming next in the rapidly changing landscape of ML Ops.
  • Create an actionable pipeline of applications, 3rd party tools and frameworks we need to optimize for to provide the best customer experience and help to optimize their TCO.
  • Identify emerging MLOps solution companies to nurture partnerships with to fill enterprise software gaps on top of AMD hardware advancements.
  • Foster partnerships with key MLOps platform vendors to enhance support for AMD GPU integration, ensuring efficient pipelines for development to production.
  • Track innovations from the industry and across AMD hardware and software teams to ensure that AMD is continually delivering leading-edge workload performance and training and inferencing capabilities that meet and exceed our customer expectations.

 

PREFERRED EXPERIENCE: 

  • Experience in building and deploying, machine learning systems at scale with MLOps methodologies and an understanding for the associated workflows.
  • Must show successful product execution and launch in prior experiences.
  • Working knowledge of data center GPUs and GPU-accelerated applications in AI markets is desired.
  • Exceptional communicator with the ability to make complex concepts simple. You will be presenting marketing content to AMD executive leadership team and AMD’s customers.
  • Background in Infrastructure-as-code tools (Terraform, Ansible, CloudFormation) to programmatically manage cluster environments.  
  • Willingness to roll up your sleeves and do whatever is necessary to accomplish the goals.
  • Ability to see ahead comprehensively and devise a strong plan of action, and ensure execution happens on time, every time.
  • Ability to get things done and produce conclusive, measurable results within time commitments.
  • Collaborative and strong team player.
  • Strong influencing skills

 

ACADEMIC CREDENTIALS: 

  • Computer Science or Computer Engineering degree required. 

  

LOCATION: 

  • Santa Clara, California, or Austin, Texas Preferred.

 

#LI-EV1

#LI-HYBRID




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:  

The successful candidate will set the vision and strategy for what AI applications and frameworks we focus on and optimize for our Instinct GPU customers. She/he understands the workflows that data scientists and ML engineers follow, and the steps and tools used to prepare data, train, fine-tune, and inference LLMs. This person will work closely with our ROCm platform team and the data center infrastructure product management team to build a holistic view of the end-to-end stack, its components and what these components are used for. Additionally, this person will gather customer requirements and triangulate insights into executive presentations to align stakeholder vision.

 

KEY RESPONSIBILITIES: 

  • Develop a view of the ML/AI application stack that is currently used and stay on the bleeding edge of what is coming next in the rapidly changing landscape of ML Ops.
  • Create an actionable pipeline of applications, 3rd party tools and frameworks we need to optimize for to provide the best customer experience and help to optimize their TCO.
  • Identify emerging MLOps solution companies to nurture partnerships with to fill enterprise software gaps on top of AMD hardware advancements.
  • Foster partnerships with key MLOps platform vendors to enhance support for AMD GPU integration, ensuring efficient pipelines for development to production.
  • Track innovations from the industry and across AMD hardware and software teams to ensure that AMD is continually delivering leading-edge workload performance and training and inferencing capabilities that meet and exceed our customer expectations.

 

PREFERRED EXPERIENCE: 

  • Experience in building and deploying, machine learning systems at scale with MLOps methodologies and an understanding for the associated workflows.
  • Must show successful product execution and launch in prior experiences.
  • Working knowledge of data center GPUs and GPU-accelerated applications in AI markets is desired.
  • Exceptional communicator with the ability to make complex concepts simple. You will be presenting marketing content to AMD executive leadership team and AMD’s customers.
  • Background in Infrastructure-as-code tools (Terraform, Ansible, CloudFormation) to programmatically manage cluster environments.  
  • Willingness to roll up your sleeves and do whatever is necessary to accomplish the goals.
  • Ability to see ahead comprehensively and devise a strong plan of action, and ensure execution happens on time, every time.
  • Ability to get things done and produce conclusive, measurable results within time commitments.
  • Collaborative and strong team player.
  • Strong influencing skills

 

ACADEMIC CREDENTIALS: 

  • Computer Science or Computer Engineering degree required. 

  

LOCATION: 

  • Santa Clara, California, or Austin, Texas Preferred.

 

#LI-EV1

#LI-HYBRID

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