Overview:WHAT YOU DO AT AMD CHANGES EVERYTHINGWe 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 worlds most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.AMD together we advance_Responsibilities:Staff   Applied   Machine Learning Software Engineer  Generative AIThe Role                 The AI Group at AMD   is   searching for talented and motivated   engineers   an  d scientists   to   work   on Generative AI   inference   solutions. You will   explore   and improve upon   state  -  of  -  the  -  art   research   in   both   academia and industry   and innovate   in   the areas of   software development,   model optimization   an  d   compression algorithm  s   for Generative AI applications such as LLMs, Stable Diffusion   and   Multi Modal Models.   You will be a part of the core   AI Solutions   team   enabling   GenAI   on   a wide   variety of   AMDs   products such as   RyzenAI   XDNA/     NPU,      CPU  ,   GPU   and embedded   architectures.   Your work will   shap  e   and influence   AMDs inference and training solutions across the software stack from frameworks   like   Pytorch  /ONNX   to   custom   hardware   like NPU/GPU  .The Person                 If you are passionate about   software engineering,   reading   latest literature,   producing   novel ideas, leading implementation of those   ideas   through high quality code, push the boundaries on scale and performance, then this is a perfect role for you  .You will be someone with   a deep   understanding of   foundational   AI model   architectures, software   development  , AI/ML frameworks such as   Pytorch  , quantization and   sparsity   algorithms  . You will have   demonstrated   efficiently map  ping   A  I models on to   GPUs   and/or other hardware accelerators.You are someone who can work in   a dynamic  , fast-paced development environment with excellent   collaboration   skills with a spirit of innovation. You will work with multiple engineering teams that are geographically dispersed. You will work on next generation framework software, guiding other senior developers and domain experts.Key responsibilitiesAccelerate inference of Generative AI on AMDs products.Develop tools and techniques for model analysis, profiling, performance projections and analyzing architecture bottlenecks.Architect and prototype custom kernels on GPUs and CPUs   (HIP, CUDA, OpenCL, Triton, etc.)Optimize deep learning inference pipeline including graph compilation using AMD AI compilers.Reproduce and improve upon   state-of-the-art   quantization, pruning, optimization algorithms in   Pytorch   and Python.Develop high quality software to enable next-gen solutions  .Collaborate with AI/ML frameworks and infrastructure teams to enable new algorithms in the platforms.Collaborate with   AMD Research   and Architecture teams   to improve future products  .Team player and ready to work with a geographically distributed team.Influence the direction of AI/ML platforms   for   inference   and training.Preferred ExperienceSolid understanding of CNN, Transformer model architectures, LLMs, Stable Diffusion models.Strong development and debugging skills in Python.Experience with model optimization, including quantization, sparsity algorithms.Experience in development with ML frameworks such as   PyTorch  ,   O  NNX  Runtime  , JAX, TensorFlow.Familiarity with   torch.fx   and/or other AI compilers, execution runtime.Experience in C++ programming for GPUs and/or custom acceleratorsHighly preferred - knowledge of custom accelerator hardwareKnowledge of   LLMs/LMMs finetuning   methods like RLHF.Knowledge of parameter efficient techniques like   LoRA   QLoRA  .Contributions to open ML research or developer communityStrong communication   and   problem-solving   skills.ACADEMIC CREDENTIALS (Please Do Not Apply Unless You Have)BS, MS or PhD in Computer Science, Computer Engineering, Electrical Engineering, or related technical fields.Location:      San Jose  ,   California  .#LI-JT1Qualifications: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 AMDs Employee Stock Purchase Plan. Youll 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.#J-18808-Ljbffr<p>by Jobble</p>

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 worlds 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, AI Software Solutions THE GROUP: AI is defining the next era of computing, and this is just the beginning. We see the benefits of AI every dayenabling medical research, curbing credit card fraud, reducing congestion in cities, or simply making life easier. In the ever-evolving landscape of artificial intelligence, we are a powerhouse  a cutting-edge 'AI Software Solutions Team'. Specialized in AI optimization, fine-tuning large language models to unlock unprecedented Generative AI efficiency. Our expertise extends beyond the hardware realm, encompassing 3P enablement, where we develop custom AI Software Solutions for Industry leading AI customers. Are you excited to work with one of Top 1% of the AI companies in the world? THE ROLE: Would you like to be part of a world class team enabling Machine Learning applications for world class datacenters and the mightiest supercomputers? AMD is searching for talented and highly motivated Software Engineers to join our team of developers pushing the boundaries of efficiency and performance to enable and optimize the software ecosystem for the next generation of GPU computational accelerators. Our team has an unparalleled perspective of the AI landscape. We work with the industrys most sophisticated clients to help them leverage the latest hardware capabilities for their AI use cases. As part of our team, you will be among the first in the world to combine the newest hardware with the industrys latest ML applications, libraries, frameworks, and SDKs to push the limits of innovation and solve the worlds most complex challenges.THE PERSON: We are looking for a highly motivated and skilled Software Engineers to join our team. You will work with a team of Machine Learning engineers to enable AI models, libraries, and applications for Instinct GPUs in both on-prem and Cloud environments.Candidates should have strong Python and C++ skills as well as experience with Machine/Deep Learning concepts.Candidates should also have experience analyzing and optimizing the performance of software.Must be self-motivated and possess the ability to work well within a team environment.KEY QUALIFICATIONS: Strong programming skills in Python and C++ Experience with training and inference for large models, including in multi-GPU and multi-node training and inference. Experience with open-source software development including collaboration with community maintainers and submitting contributions. Experience with software engineering methodologies such as Agile, Scrum, Kanban. Excellent analytical and problem-solving skills. Ability to work independently and as part of a team. Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products. PREFERRED EXPERIENCE: Experience with deep learning models and associated AI frameworks (PyTorch, TensorFlow, Jax, Deepspeed, Mosaic, Horovod, Collasal.ai) Experience with GPU kernel programming using CUDA, HIP or OpenCL. Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI) Experience training models in a clustered environment Experience deploying inferencing models. Performance analysis skills for both CPU and GPU Experience with Singularity, Docker, and/or Kubernetes. Experience in all the phases of software development, from requirement gathering, analysis, design, development, testing to final release. Experience providing clear and timely communication related to status and other key aspects of the project to leadership team.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 Science or Computer Engineering or related equivalent. LOCATION: Austin, TX #LI-RL1 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 AMDs Employee Stock Purchase Plan. Youll 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. Machine Learning Engineer, AI Software Solutions THE GROUP: AI is defining the next era of computing, and this is just the beginning. We see the benefits of AI every dayenabling medical research, curbing credit card fraud, reducing congestion in cities, or simply making life easier. In the ever-evolving landscape of artificial intelligence, we are a powerhouse  a cutting-edge 'AI Software Solutions Team'. Specialized in AI optimization, fine-tuning large language models to unlock unprecedented Generative AI efficiency. Our expertise extends beyond the hardware realm, encompassing 3P enablement, where we develop custom AI Software Solutions for Industry leading AI customers. Are you excited to work with one of Top 1% of the AI companies in the world? THE ROLE: Would you like to be part of a world class team enabling Machine Learning applications for world class datacenters and the mightiest supercomputers? AMD is searching for talented and highly motivated Software Engineers to join our team of developers pushing the boundaries of efficiency and performance to enable and optimize the software ecosystem for the next generation of GPU computational accelerators. Our team has an unparalleled perspective of the AI landscape. We work with the industrys most sophisticated clients to help them leverage the latest hardware capabilities for their AI use cases. As part of our team, you will be among the first in the world to combine the newest hardware with the industrys latest ML applications, libraries, frameworks, and SDKs to push the limits of innovation and solve the worlds most complex challenges.THE PERSON: We are looking for a highly motivated and skilled Software Engineers to join our team. You will work with a team of Machine Learning engineers to enable AI models, libraries, and applications for Instinct GPUs in both on-prem and Cloud environments.Candidates should have strong Python and C++ skills as well as experience with Machine/Deep Learning concepts.Candidates should also have experience analyzing and optimizing the performance of software.Must be self-motivated and possess the ability to work well within a team environment.KEY QUALIFICATIONS: Strong programming skills in Python and C++ Experience with training and inference for large models, including in multi-GPU and multi-node training and inference. Experience with open-source software development including collaboration with community maintainers and submitting contributions. Experience with software engineering methodologies such as Agile, Scrum, Kanban. Excellent analytical and problem-solving skills. Ability to work independently and as part of a team. Willingness to learn skills, tools, and methods to advance the quality, consistency, and timeliness of AMD software products. PREFERRED EXPERIENCE: Experience with deep learning models and associated AI frameworks (PyTorch, TensorFlow, Jax, Deepspeed, Mosaic, Horovod, Collasal.ai) Experience with GPU kernel programming using CUDA, HIP or OpenCL. Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI) Experience training models in a clustered environment Experience deploying inferencing models. Performance analysis skills for both CPU and GPU Experience with Singularity, Docker, and/or Kubernetes. Experience in all the phases of software development, from requirement gathering, analysis, design, development, testing to final release. Experience providing clear and timely communication related to status and other key aspects of the project to leadership team.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 Science or Computer Engineering or related equivalent. LOCATION: Austin, TX #LI-RL1 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 AMDs Employee Stock Purchase Plan. Youll 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. Tags: No, USD $158,060.00/Yr., USD $225,800.00/Yr., US Careers (External)#J-18808-Ljbffr<p>by Jobble</p>

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