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Principal Deep Learning Data Scientist

1 month ago

Santa Clara, United States AMD Full time
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_ Principal Deep Learning Data Scientist, AI Solutions THE TEAM:
In the ever-evolving landscape of artificial intelligence, we are a powerhouse - a cutting-edge 'AI Software Solutions team' poised to redefine the benchmarks of excellence.
Specializing in a multifaceted approach, we stand at the forefront of AI optimization, meticulously fine-tuning algorithms to unlock unprecedented efficiency.
Our expertise extends beyond the virtual realm, encompassing 3P enablement, where we seamlessly navigate the intricacies of Proof of Concept, Request for Proposal, and optimization strategies.
Delving into the core of hardware capabilities, we embark on a journey of performance optimization, ensuring that every machine operates at its apex.
With a focus on ML Perf inference, we transcend conventional boundaries, setting a new standard for real-time decision-making.
As trailblazers in AI training improvement, we harness innovation to elevate the capabilities of machine learning models.
Join us on this transformative journey as we navigate the frontiers of artificial intelligence, where every challenge is an opportunity, and every solution propels us into the future.
THE ROLE:
This role will be part of the team of Software Engineers that are designing the next generation of ML and AI into the Enterprise Data Center GPU space.
THE PERSON:
We are looking for deep learning data scientists with proven record implementing models and AI solutions around computer vision, language models and/or reinforcement or recommender models.
If you have experience in at least 2 of the 4, we are looking for you….
KEY RESPONSIBILITIES:
Understanding and prototyping customer AI workloads and working with optimization team on accelerating models for AMD infrastructure.
Delivering AI solutions in line with product roadmap on time with high quality.
Involved in cross function team interaction and engagement with various key players and stakeholders in the organization.
Play a role in all the phases of software & model development, from requirement gathering, analysis, design, development, testing and final release to customers.
Provide clear and timely communication related to status and other key aspects of the project to leadership team.
Responsible for working with customers and internal support teams for resolving critical customer escalations on a need basis.
Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products.
Experience with deep learning models and associated AI frameworks (PyTorch, TensorFlow, Jax (FLAN)) PREFERRED EXPERIENCE:
Deep experience with AI/ML frameworks like Pytorch, Tensor flow, JAX, etc.
is preferred.
Knowledge of Acceleration platforms like GPU, TPU, APU, FPGAs in preferred ACADEMIC CREDENTIALS:
BS with several years of related experience or MS with years of related experience or PhD with years of related experience in Computer Engineering or Electrical Engineering or Computer Science or related equivalent from top universities This is a senior level position, new grads need not apply LOCATION:
Santa Clara, CA, Austin, TX #LI-RL1 #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.
Principal Deep Learning Data Scientist, AI Solutions THE TEAM:
Willingness to learn skills, tools, and methods to advance the quality, consistency, and.