Senior Scientific Machine Learning Software Engineer

1 month ago

Santa Clara, California, United States Nvidia Full time

Senior Scientific Machine Learning Software Engineer - Physics

locations
US, CA, Santa Clara
US, Remote
time type
Full time

job requisition id
JR1981550
NVIDIA's deep learning and HPC platforms have made a huge impact in various fields and are broadly used across leading academic institutions, start-ups, and industry, including the world's largest Internet companies. We need passionate and creative people to help us on building a AI framework that will solve the toughest and most relevant problems of humanity and problems that are at the groundbreaking of science & engineering: weather/climate challenges, product design, digital twins, molecular dynamics, novel materials, accelerated drug development, etc.

What you'll be doing:

Work with some of the brightest minds in a leading AI company to develop a leading machine learning framework, NVIDIA Modulus, for our academic and industrial partners to construct digital twins and machine learning simulation surrogates for real world science and engineering problems

Work with internal project teams to validate applications built using the framework on Nvidia's products

Stay up to date with the latest research and innovations in deep learning techniques, implement and experiment with new insights to develop and enhance NVIDIA's deep learning technologies with focus on simulations

What we need to see:

BS or MS degree (PhD preferred) in computer science, mathematics, computational science/engineering, or related technical field or equivalent experience.

10+ years of relevant experience.

Strong Python programming skills. Familiarity with containers, numeric libraries, modular software design

Good knowledge of state-of-the-art DNN architectures and machine learning techniques and algorithms (graph networks, diffusion models, reinforcement learning etc.) with experience in developing or using major deep learning frameworks (PyTorch, Tensorflow, JAX etc.)

Experience with solving and using machine learning for real world problems involving scientific/engineering simulations (domains/applications - industrial, life sciences, high energy physics, earth sciences – seismic, weather & climate modeling; physics types - CFD, structural, electromagnetics, optics, acoustics etc.) and/or scientific visualization is a big plus

Strong analytical skills with bias for action. Good time-management and organization skills to thrive in a fast paced, dynamic environment

Solid written and oral communications skills. Good teamwork and interpersonal skills

Ways to stand out from the crowd:

Work with multi-node systems with data-parallel and model parallel programming experience. Experience with CUDA

Usage of nonlinear simulation tools and techniques, usage of major simulation codes (opensource and/or commercial)

Published papers in the field of AI in scientific computing

NVIDIA is widely considered to be one of the technology world's most desirable employers. We have some of the most forward-thinking and hardworking people on the planet working for us. If you're creative and autonomous, we want to hear from you NVIDIA's invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined modern computer graphics, and revolutionized parallel computing. More recently, GPU deep learning ignited modern deep learning — the next era of computing — with the GPU acting as the brain of computers, robots, and self-driving cars that can perceive and understand the world. Today, we are increasingly known as "the AI computing company." We're looking to grow our company and establish teams with the most thoughtful people in the world.

The base salary range is 180,000 USD - 339,250 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions.
You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis.

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.

  • Senior Machine Learning Engineer

    2 days ago

    Santa Clara, California, United States Amazon Development Center U.S., Inc. Full time

    About the RoleWe are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our team at Amazon Development Center U.S., Inc. as an Applied Scientist II.Key ResponsibilitiesDesign, develop, and deploy state-of-the-art machine learning algorithms and systems for large-scale applications.Collaborate with cross-functional teams to...

  • Senior Machine Learning Engineer

    3 months ago

    Santa Clara, California, United States Nvidia Full time

    Senior Machine Learning EngineerlocationsUS, CA, RemoteUS, TX, AustinUS, WA, RemoteUS, NY, RemoteUS, CA, Santa Claratime typeFull timejob requisition idJR1977220We're looking for a motivated Senior Machine Learning Engineer, focused on Vector Search, to join NVIDIA's RAPIDS Machine Learning team. RAPIDS is the open source suite of libraries that combine the...

  • Machine Learning Engineer

    1 day ago

    Santa Clara, California, United States Blockchain Technologies. LLC Full time

    Job OverviewBlockchain Technologies, LLC is seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for developing and implementing deep learning models using TensorFlow, PyTorch, and Keras.Key Responsibilities:Design and develop deep learning models for computer vision applications,...

  • Senior Machine Learning Engineer, AI for Gaming

    1 month ago

    Santa Clara, California, United States Nvidia Corporation Full time

    NVIDIA is searching for a world-class engineer in graphics and AI to join our neural graphics product team. If you agree with us that the most exciting thing about the AI revolution is applying it to solve real problems, this team will be an excellent fit for you We are passionate about applications in generative AI, gaming, augmented reality, user-generated...

  • Staff Machine Learning Engineer

    2 months ago

    Santa Clara, California, United States Nutanix Full time

    Build on top of Open Source LLM (Large Language Models) to leverage a diverse dataset.Develop AI-based systems for Natural Language Processing (NLP)Develop tools and processes for automatically train, updating and evaluate LLM (Large Language Models)Strong foundation in Machine Learning (ML), Deep Learning, LLMs and NLPFamiliar with LLM (Large Language...

  • Software Engineer, Senior

    1 month ago

    Santa Clara, California, United States d-Matrix Full time

    Software Engineer, Senior - AI/ML Workloadsd-Matrix - Santa Clara, CALocationSanta Clara, CaTypeFull timeDepartmentR&D - SW Kernels & Workloadsd-Matrix has fundamentally changed the physics of memory-compute integration with our digital in-memory compute (DIMC) engine. The "holy grail" of AI compute has been to break through the memory wall to minimize data...

  • Staff Software Engineer, Compilers

    1 month ago

    Santa Clara, California, United States Tenstorrent Inc. Full time

    Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high...

  • Senior Software Engineer

    1 week ago

    Santa Clara, California, United States Oracle Full time

    Job OverviewAs a Senior Software Engineer at Oracle, you will collaborate with teams of developers tasked with the design, creation, and maintenance of our innovative software solutions. Your role will require you to architect comprehensive system interactions, engage in hands-on development, and possess a deep understanding of cloud infrastructure and...

  • Senior GPU ML Performance Engineer

    1 week ago

    Santa Clara, California, United States AMD Full time

    JOIN AMD AND MAKE A DIFFERENCEAt AMD, we are dedicated to revolutionizing lives through our advanced technology, enhancing our industry, communities, and the global landscape. Our vision is to create exceptional products that propel next-generation computing experiences, serving as the foundation for data centers, artificial intelligence, personal computing,...

  • Computer Vision Software Engineer

    5 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about the transformative potential of Computer Vision and Machine Learning in enhancing image and video interactions? Apple is in search of a skilled engineer to spearhead the creation of software that will deliver these groundbreaking technologies to users globally.The Vision Framework division at Apple is pioneering...

  • Computer Vision Software Engineer

    5 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about the transformative potential of Computer Vision and Machine Learning in enhancing our interaction with visual content? Apple is seeking a skilled engineer to spearhead the creation of software that harnesses these groundbreaking technologies for a global audience.The Vision Framework division at Apple is pioneering...

  • Computer Vision Software Engineer

    4 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about leveraging Computer Vision and Machine Learning to transform our interaction with digital media? Apple is in search of a skilled engineer to spearhead the creation of software that will introduce these groundbreaking technologies to users globally.The Vision Framework division at Apple is pioneering advancements in...

  • Computer Vision Software Engineer

    1 week ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about the transformative potential of Computer Vision and Machine Learning in enhancing our interaction with digital media? Apple is in search of a skilled engineer to spearhead the creation of software that harnesses these groundbreaking technologies for users globally.The Vision Framework division at Apple is leading the...

  • Computer Vision Software Engineer

    5 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about the transformative potential of Computer Vision and Machine Learning in enhancing our interaction with visual content? Apple is in search of a skilled engineer to spearhead the creation of software that will deliver these groundbreaking technologies to users globally.The Vision Framework team at Apple is pioneering...

  • Computer Vision Software Engineer

    5 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about leveraging Computer Vision and Machine Learning to transform the interaction with visual content? Apple is seeking a skilled engineer to spearhead the creation of software that harnesses these groundbreaking technologies for users globally.The Vision Framework division at Apple is pioneering advancements in imaging,...

  • Computer Vision Software Engineer

    5 days ago

    Santa Clara, California, United States Apple Full time

    Role Overview: Are you passionate about leveraging Computer Vision and Machine Learning to transform the interaction with visual media? Apple is in search of a skilled engineer to spearhead the creation of software that harnesses these groundbreaking technologies for users globally.The Vision Framework division at Apple is pioneering advancements in imaging,...

  • Senior Researcher

    1 month ago

    Santa Clara, California, United States Fujitsu Full time

    Senior Researcher - Applied MLUnited StatesJOB DESCRIPTIONSenior Researcher (Applied ML) at Fujitsu's Converging Technologies Laboratory (Santa Clara, CA)Fujitsu Research of America Inc. (FRA) was founded in Silicon Valley to extend the global reach of Fujitsu R&D. The Converging Technologies Laboratory (CT Lab) at Fujitsu specializes in combining research...

  • Senior Research Software Engineer

    2 days ago

    Santa Clara, California, United States ServiceNow Full time

    Job Description**About ServiceNow**ServiceNow is a global market leader in the field of cloud-based platforms, bringing innovative AI-enhanced technology to over 8,100 customers, including 85% of the Fortune 500. Our intelligent cloud-based platform seamlessly connects people, systems, and processes to empower organizations to find smarter, faster, and...

  • Lead Software Engineer for Autonomous Systems

    1 week ago

    Santa Clara, California, United States Blue River Technology Full time

    Job OverviewPosition: Lead Software Engineer for Autonomous SystemsLocation: Remote with occasional office presence requiredKey ResponsibilitiesConduct research, design, and development of software applications for computer and network systems.Create resilient and reliable components for robotics systems aimed at autonomous functionality.Implement support...

  • Senior Software Development Engineer in Test

    2 days ago

    Santa Clara, California, United States NVIDIA Corporation Full time

    Job DescriptionNVIDIA Corporation is seeking a highly skilled Senior Software Development Engineer in Test to join our team. As a key member of our QA team, you will play a critical role in ensuring the quality and reliability of our software releases.Key ResponsibilitiesDevelop and execute comprehensive test plans to validate software releases on various...