Neural Network Optimization Expert

1 week ago


Palo Alto, California, United States Tesla Full time

Role Overview

We are seeking an experienced Neural Network Optimization Expert to join our AI team. As a key contributor, you will be responsible for developing and implementing efficient algorithms and techniques to optimize our neural network training and auto-labeling infrastructure for both Autopilot and the Humanoid robot.

Responsibilities

  • Develop and implement efficient algorithms and techniques to optimize neural network training
  • Collaborate with cross-functional teams to integrate optimized solutions into production environments
  • Profile and analyze workloads to identify areas for improvement
  • Communicate technical findings and recommendations to stakeholders

Requirements

  • Extensive experience in CUDA kernel programming and pushing GPUs to their limits
  • Experience programming in Python
  • Experience with at least one deep learning framework (ideally in PyTorch)
  • Demonstrated experience in profiling CPU/GPU code
  • Proficient in system-level software, in particular hardware-software interactions and resource utilization
  • Good knowledge of CUDA kernels used in training state-of-the-art deep learning models
  • Experience with high-performance networking (e.g. Infiniband, RDMA, NCCL)
  • Experience with Triton, preferred

Compensation and Benefits

Tesla offers a competitive salary range of $104,000 - $360,000/annual salary, plus cash and stock awards, and benefits package that includes medical, dental, vision plans, 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits.



  • Palo Alto, California, United States Tesla Full time

    Tesla is looking for a Neural Network Optimization Specialist to join our team. As a key member of our Autopilot ML team, you will be responsible for optimizing the performance of our neural networks on our in-house ML training accelerator.Key Responsibilities:Optimize the performance of neural networks on our in-house ML training acceleratorCollaborate with...


  • Palo Alto, California, United States Tesla Full time

    **Unlock the Power of Machine Learning at Tesla**We are seeking a highly skilled **Software Engineer - Model Scaling, Autopilot AI** to join our team at Tesla. As a key member of our Autopilot AI team, you will play a crucial role in optimizing and scaling our neural network training infrastructure.You will work closely with a specialized team of machine...


  • Palo Alto, California, United States Tesla Full time

    Tesla is seeking an experienced software engineer to join its AI team as a neural network training specialist. In this role, you will work on optimizing and scaling our neural network training infrastructure using large-scale GPU clusters and supercomputers. Your primary goal will be to reduce wall clock time to convergence by identifying bottlenecks in the...


  • Palo Alto, California, United States Tesla Full time

    Job DescriptionAs a key member of the AI group at Tesla, you will be responsible for enhancing and optimizing our neural network training infrastructure to support both Autopilot and the Humanoid robot. At the core of our autonomy capabilities are multiple neural networks designed by the Deep Learning team to train on large amounts of data across GPU...


  • Palo Alto, California, United States Tesla, Inc. Full time

    Tesla Autonomous Vehicle Engineer - Geometric VisionOverview: Tesla, Inc. is seeking an experienced Autonomous Vehicle Geometric Vision Expert to join our innovative team and contribute to the development of cutting-edge computer vision systems for self-driving vehicles.Compensation and Benefits:We offer a competitive annual salary range of $140,000 -...


  • Palo Alto, California, United States Tesla Full time

    About the RoleWe are looking for a highly skilled Neural Network Optimization Specialist to join our Autopilot AI team at Tesla. As a critical member of this team, you will be responsible for designing, implementing, and maintaining high-performance applications for neural network training, evaluation, and data processing pipelines.Key...


  • Palo Alto, California, United States Criteo Full time

    **Ad Optimization Expert Role**We are looking for an Ad Optimization Expert to join our research team at Criteo. In this role, you will work closely with other teams to optimize ad delivery and improve user experience. Your primary responsibility will be to develop and implement novel optimization techniques to maximize revenue and minimize costs.**Key...


  • Palo Alto, California, United States Tesla, Inc. Full time

    Geometric Vision Software Engineer, Self-Driving ExpertWe are seeking a talented Geometric Vision Software Engineer to join our Self-Driving team at Tesla. As a key contributor, you will drive innovation in geometric vision, tackling challenges related to both the vehicle dynamics and environmental perception.Key Responsibilities:Develop and refine models...


  • Palo Alto, California, United States xAI Full time

    About xAIxAI is a cutting-edge artificial intelligence organization dedicated to creating sophisticated AI systems that can accurately understand the universe and contribute to humanity's pursuit of knowledge.We are a small, highly motivated team focused on engineering excellence. Our organization is ideal for individuals who appreciate challenging...


  • Palo Alto, California, United States Tesla Full time

    **Accelerate Innovation with Tesla's Autopilot AI Team**We are seeking a highly skilled **Software Engineer - Model Scaling, Autopilot AI** to join our team at Tesla. As a key member of our Autopilot AI team, you will play a crucial role in optimizing and scaling our neural network training infrastructure.You will work closely with a specialized team of...


  • Palo Alto, California, United States Tesla Full time

    **Tesla's Autopilot AI Team: A Hub for Machine Learning Excellence**We are seeking a highly skilled **Software Engineer - Model Scaling, Autopilot AI** to join our team at Tesla. As a key member of our Autopilot AI team, you will play a crucial role in optimizing and scaling our neural network training infrastructure.You will work closely with a specialized...


  • Palo Alto, California, United States Tesla Full time

    Job DescriptionThe role of a Software Engineer on Tesla's Autopilot AI team involves optimizing and scaling our neural network training infrastructure. This position requires expertise in designing, implementing, and maintaining high-performance applications for neural network training, evaluation, and data processing pipelines.ResponsibilitiesData Pipeline...

  • Data Scientist

    4 weeks ago


    Palo Alto, California, United States Motion Recruitment Full time

    About the RoleWe're seeking a seasoned Data Scientist to drive business growth through innovative pricing strategies and shopper behavior analysis. As a key member of our dynamic team, you'll leverage machine learning models to optimize pricing and promote data-driven decision-making.Key ResponsibilitiesDevelop cutting-edge data science and machine learning...

  • Data Scientist

    5 days ago


    Palo Alto, California, United States Machinify Full time

    About the RoleMachinify is a leading provider of AI-powered software products transforming healthcare claims and payment operations. Each year, the healthcare industry generates over $200 billion in claims mispayments, creating waste, friction, and frustration for patients, providers, and payers.We build machine learning models for large health plans to...


  • Palo Alto, California, United States Tesla, Inc. Full time

    Tesla, Inc. is revolutionizing the manufacturing and logistics industry by developing humanoid bi-pedal robots that can automate repetitive and boring tasks.As an AI Research Scientist in our autonomous robotics team, you will have the opportunity to work on state-of-the-art neural network algorithms for deep learning, which will be deployed to real-world...


  • Palo Alto, California, United States Tesla Full time

    We are looking for a high-performance computing software engineer to join our AI team at Tesla. In this role, you will be responsible for developing and maintaining efficient software for neural network training. You will work closely with cross-functional teams to identify areas for improvement and implement performance optimization techniques to reduce...


  • Palo Alto, California, United States Tesla, Inc. Full time

    Job DescriptionTrain machine learning and deep learning models on a computing cluster for visual recognition & perception tasks, such as segmentation and detection and world representation applicationsDevelop state-of-the-art algorithms in one or all of the following areas: deep learning (convolutional neural networks), object detection/classification,...


  • Palo Alto, California, United States Rivian Full time

    At Rivian, we're pushing the boundaries of what's possible in sustainable mobility. This role plays a crucial part in that journey, contributing to the development of cutting-edge AI technology for automotive applications.About the JobThis position is part of the Platform Architecture team, where you'll focus on designing and implementing AI solutions that...


  • Palo Alto, California, United States Quantum Technologies USA Full time

    Job Description: We are seeking a highly skilled Deep Learning Expert to join our research team at Quantum Technologies USA. As a key member of our team, you will be responsible for developing and applying advanced machine learning techniques to solve complex problems in various industries.About the Role: This is a full-time position with an estimated salary...


  • Palo Alto, California, United States Tesla, Inc. Full time

    Machine Learning Engineer, Geometric VisionWe are seeking a highly skilled Senior Computer Vision Engineer to join our team in developing advanced computer vision systems for self-driving vehicles. As a key contributor, you will drive innovation in geometric vision, tackling challenges related to both the vehicle dynamics and environmental perception.Main...