Lead Principal Machine Learning Engineer

4 days ago


San Jose, United States MindSource Full time
Description:
As a deep learning specialist on the metrology team, you will lead efforts to build and develop advanced methods for analyzing image and characterization data collected on our key components at high volume manufacturing scales

Job Title: Lead Principal Machine Learning Engineer
Location: San Jose, CA (Hybrid)
Duration: 12+ Duration


What you will do:
  • Lead a team of machine learning engineers to develop state-of-the-art deep learning solutions for analysis of high-resolution, high-velocity image and measurement data, leading to improved understanding of device performance and improved yield.
  • Establish standardized workflows for building, deploying, maintaining models
  • Serve as a machine learning expert/resource for the broader QuantumScape team
  • Collaborate closely with hardware and metrology teams building high-performance, automated inspection technologies, and a multi-disciplinary team of engineers and scientists developing Client materials and products.
  • Collaborate with our software infrastructure team to build deep learning pipelines that scale.
  • Develop and deploy edge machine learning solutions for high-throughput, automated manufacturing steps.
  • Identify and manage external resources (contractors, software providers, consulting firms) to expand capacity or obtain new capabilities.
  • Remain up to date on advances in deep learning and machine learning methodologies integrating the most promising techniques into our process.
Knowledge, skills & abilities:
Share a passion for our mission.
Previous experience growing and leading a machine learning, data science, or software team.
Have a track record of building and deploying deep learning solutions in a materials research or manufacturing setting.
Have a track record leading quantitative analysis of image data.
Thrive in a dynamic, technically-challenging environment, and quickly adapt to changes.
Enjoy working as part of a collaborative, multi-disciplinary team to tackle complex challenges.
Minimum requirements:
BS in Computer Science, Materials Science, Physics, Mechanical Engineering, Electrical Engineering, or related field.
At least 8 years of combined professional and academic experience applying deep learning for quantitative data analysis.
2+ years of experience leading or managing teams in this or a related field.
Competence with multiple deep learning frameworks (PyTorch, TensorFlow, Hugging Face).
Competence with Python data analysis stack (Pandas, scikit-learn)
Previous experience with MLOps and leveraging Cloud (e.g. AWS, Google) resources
Fluency in one or more general programming languages, including but not limited to Python, C/C++.

Highly desired:
  • Experience running and optimizing training, inference on multiple GPUs
  • Domain expertise in one or more areas related to manufacturing or physical sciences.
  • Expertise in applying deep learning approaches for complex image segmentation and object detection.
  • Experience applying edge-based and continuous data stream processing for near real-time inference.


  • San Diego, United States Intuit Full time

    Intuit is looking for a highly motivated and experienced Principal Software Engineer to join the AI Synapse team. Our charter is to build AI/Machine Learning solutions for Intuit’s suite of financial products that drive quantifiable customer benefit through the state-of-the-art Large Language Models (LLMs) and Multimodal Language Models. You will be part...


  • San Francisco, United States Tubi TV Full time

    Tubi is a global entertainment company and the most watched free TV and movie streaming service in the U.S. and Canada. Dedicated to providing all people access to all the world’s stories, Tubi offers the largest collection of on-demand content, including over 250,000 premium movies and TV episodes and over 300 exclusive originals. With a passionate...


  • San Jose, United States MindSource Full time

    Job Title: Lead Principal Machine Learning EngineerLocation: San Jose, CA (Hybrid)Duration: 12+ DurationAs a deep learning specialist on the metrology team, you will lead efforts to build and develop advanced methods for analyzing image and characterization data collected on our key components at high volume manufacturing scales!What you will do:Lead a team...


  • San Francisco, United States SmithRx Full time

    Job DescriptionJob DescriptionWho We Are:SmithRx is a rapidly growing, venture-backed Health-Tech company. Our mission is to disrupt the expensive and inefficient Pharmacy Benefit Management (PBM) sector by building a next-generation drug acquisition platform driven by cutting edge technology, innovative cost saving tools, and best-in-class customer service....


  • San Mateo, United States Zoox Full time

    Foster City, CASoftware – Prediction /HybridThe Prediction & Behavior ML team is responsible for developing machine learning (ML) algorithms that learn and predict behaviors from data, applying them both on-vehicle to influence  driving behavior and off-vehicle to provide ML capabilities to simulation and validation. Given the tight integration of...


  • San Mateo, United States Zoox Full time

    Foster City, CASoftware – Prediction /HybridThe Prediction & Behavior ML team is responsible for developing machine learning (ML) algorithms that learn and predict behaviors from data, applying them both on-vehicle to influence  driving behavior and off-vehicle to provide ML capabilities to simulation and validation. Given the tight integration of...


  • San Francisco, CA, United States Tubi TV Full time

    Tubi is a global entertainment company and the most watched free TV and movie streaming service in the U.S. and Canada. Dedicated to providing all people access to all the world’s stories, Tubi offers the largest collection of on-demand content, including over 250,000 premium movies and TV episodes and over 300 exclusive originals. With a passionate...


  • San Jose, California, United States Vectra AI Full time

    About the RoleWe are looking for a talented Cyber Security Data Modeller to join our team at Vectra AI. As a Senior Data Scientist, you will be responsible for developing machine learning models and algorithms that can identify and prevent cyber threats.The ideal candidate will have a strong background in machine learning, statistics, and software...


  • San Jose, United States QuantumScape Full time

    As a deep learning specialist on the metrology team, you will lead efforts to build and develop advanced methods for analyzing image and characterization data collected on our key components at high volume manufacturing scales!What you will do:Lead a team of machine learning engineers to develop state-of-the-art deep learning solutions for analysis of...


  • San Jose, United States QuantumScape Full time

    As a deep learning specialist on the metrology team, you will lead efforts to build and develop advanced methods for analyzing image and characterization data collected on our key components at high volume manufacturing scales!What you will do:Lead a team of machine learning engineers to develop state-of-the-art deep learning solutions for analysis of...


  • San Jose, United States QuantumScape Full time

    As a deep learning specialist on the metrology team, you will lead efforts to build and develop advanced methods for analyzing image and characterization data collected on our key components at high volume manufacturing scales!What you will do:Lead a team of machine learning engineers to develop state-of-the-art deep learning solutions for analysis of...


  • San Francisco, United States Unity Technologies Full time

    San Francisco, CA, USA Principal Machine Learning Engineer Location San Francisco, CA, USA Department Engineering Requisition ID JOBREQ-2413870 Role description The opportunity At Unity, our Inclusion is driven by one overarching framework: Empathy, Respect, and Opportunity. In a collaborative, fast-growing environment, we are solving hard problems, and...


  • San Mateo, United States Zoox Full time

    Foster City, CASoftware – Perception /Full-time /HybridOur Perception team is responsible for using our sensor data to understand the complex and dynamic environments where we drive. In this role, you will have access to the best sensor data in the world and an incredible infrastructure for testing and validating your algorithms. We are creating new...


  • San Francisco, United States Unity Technologies Full time

    San Francisco, CA, USA Principal Machine Learning Engineer Location San Francisco, CA, USA Department Templates Requisition ID JOBREQ-2413870 Role description The opportunity At Unity, our Inclusion is driven by one overarching framework: Empathy, Respect, and Opportunity. In a collaborative, fast-growing environment, we are solving hard problems, and...


  • San Jose, United States Quantix Search Full time

    🛠️ Lead Machine Learning Engineer, Perception📍 On-site, San Francisco, CA (relocation package available)💵 $200k - $250k + EquityAbout the Company:Our client is redefining home security, bringing the innovations of autonomous robotics and perception technologies to provide complete peace of mind. Recently backed with an $18M seed round from...


  • San Jose, United States Quantix Search Full time

    🛠️ Lead Machine Learning Engineer, Perception📍 On-site, San Francisco, CA (relocation package available)💵 $200k - $250k + EquityAbout the Company:Our client is redefining home security, bringing the innovations of autonomous robotics and perception technologies to provide complete peace of mind. Recently backed with an $18M seed round from...


  • San Jose, California, United States Capital One National Association Full time

    About UsCapital One National Association is committed to creating trustworthy and reliable AI systems, changing banking for good. For years, we've been leading the industry in using machine learning to create real-time, intelligent, automated customer experiences. From informing customers about unusual charges to answering their questions in real time, our...


  • San Francisco, California, United States Snap Full time

    Snap Engineering teams build exciting and technically sophisticated products that reach hundreds of millions of users around the world, every day. We're deeply committed to the well-being of everyone in our global community, which is why our values are at the root of everything we do.As a Senior Principal Machine Learning Engineer, you will be responsible...


  • San Jose, United States Acceler8 Talent Full time

    Machine Learning EngineerAbout the CompanyWe are a fast-growing AI-driven platform focused on transforming the recruitment landscape. By using advanced machine learning models to predict human potential, we aim to help organizations identify the best candidates quickly and accurately. Our AI-powered system analyzes resumes, conducts AI-driven interviews, and...


  • San Francisco, United States Pinterest Full time

    Principal Machine Learning Engineer, Trust EngineeringQualificationsDeep expertise building large scale ML systems with modern frameworksKnowledge of (and a passion for) current trends and best practices in Trust and SafetyTrack record of delivering large, cross-functional projects across multiple organizationsTrack record for being a champion of Trust and...