Highly Skilled Machine Learning Architect

3 weeks ago


Palo Alto, California, United States Rivian Full time

Rivian is revolutionizing the automotive industry with innovative electric adventure vehicles. We're seeking a highly skilled Machine Learning Engineer to join our Platform Architecture team.

About Rivian

We're committed to protecting the environment for future generations and strive to continuously challenge what's possible in our field.

In this role, you'll work closely with cross-functional teams to develop infrastructure that enables state-of-the-art machine learning models used in ADAS systems to run efficiently on our SoC. This infrastructure will facilitate HW-SW codesign and enable the development of efficient building blocks for state-of-the-art machine learning models.

Responsibilities
  • You'll take various versions of ADAS perception models (development, production, prototype) and map them to SoC; this involves graph and operator transformations and making the new graph perform efficiently on SoC.
  • Create/Improve existing QAT infrastructure.
  • Quantize models to different data precisions (4b, 8b, 16b) while preserving originally FP32 accuracy.
  • Compress models using structured sparsity schemes.
Requirements
  • Bachelor's degree in Electrical Engineering, Computer Science, or relevant field.
  • Expertise or prior work experience in one of the following areas: Quantization of Neural Networks, Sparsity of Neural Networks, Training of Neural Networks.
  • Exposure to Transformers and LLMs is a plus.
  • Experience with ADAS specific workload dealing with Nuscenes, Waymo datasets is a plus.
  • Demonstrate proficiency in C++, Python, Numpy, PyTorch framework.
  • Excellent debugging and analytical skills, written and verbal communication skills, and a strong team player.
Compensation

The estimated salary range for this position is $206,500 - $258,100 per year, depending on experience, location, and other factors permitted by law.



  • Palo Alto, California, United States FORDER I.T. Full time

    Job Title: Machine Learning Infrastructure ArchitectWe are seeking an experienced Machine Learning Infrastructure Architect to join our team at FORDER I.T. This role involves designing, optimizing, and scaling ML infrastructure to drive advancements in our advertising technology.About the Role:The successful candidate will have a strong background in machine...


  • Palo Alto, California, United States Amazon Full time

    Job DescriptionAs a Machine Learning Architect, you will play a critical role in driving the understanding of the development of automation techniques for machine learning and data science. You will handle Amazon-scale use cases with significant impact on our customers' experiences.You will work with cross-functional teams to identify and solve complex...


  • Palo Alto, California, United States Woven by Toyota Full time

    Job ResponsibilitiesAs a Machine Learning Engineer on our team at Woven by Toyota, you will play a critical role in accelerating the development and deployment of machine learning models while improving their performance in joint projects. Your key responsibilities will include:• Developing and integrating cutting-edge methods for efficient large-scale...


  • Palo Alto, California, United States Amazon Full time

    The estimated annual salary for this position ranges from $129,300 in our lowest geographic market up to $223,600 in our highest geographic market. Compensation is based on a number of factors, including market location and may vary depending on job-related knowledge, skills, and experience. At Amazon, we are committed to hiring the best talent and offering...


  • Palo Alto, California, United States Amazon Full time

    About the RoleWe are seeking a Machine Learning Solutions Architect to join our team and design and implement state-of-the-art NLP and ML models for tasks such as language understanding, dialogue management, and response generation.Key Responsibilities:Design and implement LLM-based chatbots and conversational AI systems for customer service...


  • Palo Alto, California, United States Earnin Full time

    Transformative Investments in Machine LearningEarnin is at the forefront of earned wage access, empowering individuals with real-time financial flexibility. We're seeking a highly experienced Senior Machine Learning Engineer to drive the development of cutting-edge machine learning platforms, algorithms, and generative AI.**About Earnin**As pioneers in...


  • Palo Alto, California, United States PetsApp Full time

    Our vision is to transform the healthcare industry through data-driven insights. As a leading healthcare AI startup, we're committed to pushing the boundaries of what's possible with machine learning.We're seeking an experienced machine learning engineer to join our team and help drive innovation in healthcare data analysis. If you're passionate about...


  • Palo Alto, California, United States Snap Full time

    Snap Inc is a technology company that empowers people to express themselves, live in the moment, learn about the world, and have fun together. Our three core products are Snapchat, Lens Studio, and Spectacles.We're looking for a Senior Principal Machine Learning Engineer to join our ML Platform team.**Responsibilities:**Design and implement critical machine...


  • Palo Alto, California, United States Salesforce Inc Full time

    About the RoleWe're seeking a seasoned Machine Learning Solutions Engineer to join our Einstein Foundation team and contribute to the development of next-gen Generative AI platforms. The ideal candidate will have extensive experience with large-scale search, Machine Learning, and knowledge driven systems, specifically focused on integrating Knowledge Graphs,...


  • Palo Alto, California, United States Amazon Full time

    About the Team: Our team of scientists and engineers is dedicated to developing and deploying LLM-based Conversational AI systems to enhance Amazon's customer service experience and effectiveness. We work on innovative solutions that help customers solve their issues and get their questions answered efficiently, and associate-facing products that support our...


  • Palo Alto, California, United States ZipRecruiter Full time

    Machinify's MissionWe are a leading provider of AI-powered software products that transform healthcare claims and payment operations. Our mission is to increase the speed and accuracy of claims processing by leveraging machine learning and artificial intelligence.About the RoleWe are seeking an experienced Machine Learning Engineer to join our Machinify...


  • Palo Alto, California, United States Salesforce Inc Full time

    About Salesforce Inc.We inspire the future of business with AI+ Data + CRM, leading with our core values to help companies across every industry blaze new trails and connect with customers in a whole new way. We empower individuals to be Trailblazers, driving performance and career growth, charting new paths, and improving the state of the world.Job...


  • Palo Alto, California, United States Snap Full time

    Snap Inc. is a technology company dedicated to improving the way people live and communicate. We believe that the camera presents the greatest opportunity to make a positive impact on society.Our ML Platform team is responsible for designing, implementing, and scaling critical machine learning systems and infrastructure to support our business. We are...


  • Palo Alto, California, United States Woven by Toyota Full time

    About UsWoven by Toyota is the mobility technology subsidiary of Toyota Motor Corporation. Our mission is to deliver safe, intelligent, human-centered mobility for all.Job OverviewWe are looking for an experienced Automotive Machine Learning Engineer to join our team. As a key member of our team, you will be responsible for developing and integrating...


  • Palo Alto, California, United States Blockchain Technologies. LLC Full time

    Job DescriptionWe are seeking a highly skilled Machine Learning Engineer to join our team at Blockchain Technologies, LLC. The successful candidate will possess strong experience with Python, Scala, Spark, and data science tools including Probuf, S3, MQTT, RabbitMQ, and MongoDB.The ideal candidate will have a Bachelor's degree in Computer Science or...


  • Palo Alto, California, United States Salesforce Full time

    Job Title: Machine Learning EngineerWe're seeking a highly skilled Machine Learning Engineer to join our team at Salesforce. As a Machine Learning Engineer, you'll be responsible for designing, developing, and deploying machine learning models and algorithms that can be applied to real-world problems.About Us:Salesforce is a cloud-based software company that...


  • Palo Alto, California, United States Rivian Full time

    Rivian is a pioneering company that's on a mission to keep the world adventurous forever. This encompasses our Electric Adventure Vehicles and the passionate individuals we seek to attract.The Platform Architecture team is where innovation thrives, pushing the boundaries of what's possible. As a Sr. Staff Machine Learning Engineer, you'll collaborate closely...


  • Palo Alto, California, United States Assured Full time

    About AssuredAt Assured, we revolutionize the insurance industry by modernizing claims processing. Our mission is to make a significant impact on the lives of claimants by providing cutting-edge software solutions.Our ImpactWe empower large insurers with innovative software that enables them to succeed in a technology-driven world. From self-service claim...


  • Palo Alto, California, United States Idaho Occupational Therapy Associaton Full time

    Job Title: Senior Machine Learning ResearcherCompany Overview: ARTIFICIAL INTELLIGENCE TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans. We foster a highly collaborative environment where professionals can grow and thrive.Estimated Salary: $120,000 - $180,000 per year, depending on experience and...


  • Palo Alto, California, United States Mistral AI Full time

    About the RoleWe are seeking a highly skilled Machine Learning Deployment Expert to join our team. The ideal candidate will have a strong background in machine learning and data science, with a proven track record of successful project deployment.Key Responsibilities:Design and develop machine learning models for various industriesCollaborate with...