Staff Machine Learning Engineer, Autobidder

4 weeks ago

Palo Alto, California, United States Tesla Full time
Job Summary

Tesla is seeking a highly skilled Staff Machine Learning Engineer to join our Autobidder team. As a key member of our team, you will develop forecasting algorithms for Autobidder, a state-of-the-art software product for monetizing front-of-the-meter and behind-the-meter energy storage systems.

Responsibilities
  • Lead the design, development, and evolution of our internal forecasting platform
  • Conduct creative research to identify new machine learning approaches that improve metrics and incorporate these into our platform
  • Identify and integrate new data sources to enhance model performance
  • Design scalable and reliable data pipelines to productionize and monitor both new and existing models
  • Become an expert in electricity price formation and market dynamics
  • Deliver various types of electricity market-related forecasts, including energy and ancillary service prices, load, regulation throughput, and reserve deployments for use in downstream algorithms
  • Mentor and develop a growing team of exceptional machine learning engineers into one of the leading electricity market forecasting teams
  • Collaborate with optimization engineers, traders, market analysts, and software engineers to ensure forecasts drive end-to-end value
Requirements
  • Proficiency in Python with at least 6 years of experience in software development, familiarity with software development practices, writing production-quality code, and agile development
  • Experience with a variety of forecasting algorithms and approaches, including statistical, regression, and deep learning algorithms
  • Experience with cloud-hosted systems and related tooling, including computing services AWS EC2, Google Compute Engine, container orchestration Kubernetes, Docker, and database and data warehouse platforms Amazon RDS, Google BigQuery
  • Expertise with relevant Python libraries, such as pandas, numpy, xgboost, lightgbm, pytorch, sklearn, plotly, seaborn, and streamlit
  • Demonstrated experience in developing and maintaining production ML platforms
  • Intrinsic motivation and passion for learning, collaboration, and working in the clean energy space
  • Degree in Mathematics, Machine Learning, Statistics, or equivalent experience
  • Domain expertise in forecasting, analysis, or trading in electricity markets ERCOT, CAISO, PJM, AEMO, and UK National Grid
  • Experience in shipping production models in time series forecasting or reinforcement learning
  • Familiarity with forecasting libraries, such as Nixtla, Pytorch-Forecasting, or Darts
What We Offer
  • Competitive pay and benefits package
  • Opportunity to work on cutting-edge projects in the clean energy space
  • Collaborative and dynamic work environment
  • Professional development opportunities

  • Staff Machine Learning Engineer, Autobidder

    4 weeks ago

    Palo Alto, California, United States Tesla Full time

    The Autobidder team at Tesla is dedicated to accelerating the world's transition to sustainable energy by maximizing the value of storage and renewable assets. Our mission is to build state-of-the-art software products for monetizing front-of-the-meter and behind-the-meter energy storage systems.Job SummaryWe are seeking a highly skilled Senior Machine...

  • Senior Machine Learning Engineer Autobidder

    3 weeks ago

    Palo Alto, California, United States Tesla Full time

    Job SummaryWe are seeking a highly skilled Senior Machine Learning Engineer to join our Autobidder team at Tesla. As a key member of our multidisciplinary team, you will be responsible for developing forecasting algorithms for Autobidder. Your work will focus on researching, prototyping, evaluating, and productionizing new forecasts for electricity prices...

  • Staff Machine Learning Engineer

    1 month ago

    Palo Alto, California, United States Earnin Full time

    About EarninEarnin is a pioneering company in the earned wage access space, dedicated to building products that deliver real-time financial flexibility to those living paycheck to paycheck. Our community members access their earnings as they earn them, with options to spend, save, and grow their money without mandatory fees, interest rates, or credit...

  • Staff Machine Learning Compiler Engineer

    4 weeks ago

    Palo Alto, California, United States Rivian Full time

    About RivianRivian is a pioneering company that's revolutionizing the electric vehicle industry. Our mission is to keep the world adventurous forever, and we're looking for talented individuals to join our team.We're a company that's constantly pushing the boundaries of what's possible. We challenge conventional thinking, seek out new solutions, and operate...

  • Machine Learning Engineering Manager

    4 weeks ago

    Palo Alto, California, United States Snapchat Full time

    Job DescriptionSnap Inc. is a technology company that believes the camera presents the greatest opportunity to improve the way people live and communicate. We're looking for a Machine Learning Engineering Manager to join the Content Relevance team.Key ResponsibilitiesLead a team of machine learning engineers and software engineers in developing and...

  • Staff Machine Learning Compiler Engineer

    4 weeks ago

    Palo Alto, California, United States Rivian Full time

    About RivianRivian is a company that aims to keep the world adventurous forever. Our team shares a love of the outdoors and a desire to protect it for future generations.Job SummaryWe are seeking a skilled Compiler Engineer to join our ML Compiler team. As a key member of the team, you will work on software tools to enable inference of deep learning networks...

  • Senior Machine Learning Engineer

    3 weeks ago

    Palo Alto, California, United States OPPO US Research Center Full time

    Job Title: Senior Machine Learning EngineerJob Summary:We are seeking a talented Senior Machine Learning Engineer to join our Research and Development team at OPPO US Research Center. As a key member of our team, you will play a crucial role in refining our recommender system, search algorithms, and ad targeting algorithms.Key Responsibilities:Lead...

  • Senior Machine Learning Engineer

    4 weeks ago

    Palo Alto, California, United States OPPO US Research Center Full time

    As a key member of the OPPO US Research Center, we are seeking a talented Machine Learning Engineer to join our Research and Development team. In this role, you will play a crucial part in refining our recommender system, search algorithms, and ad targeting algorithms. If you thrive on advancing machine learning technology and leveraging algorithms to...

  • Machine Learning Engineer

    1 month ago

    Palo Alto, California, United States X (formerly Twitter) Full time

    Transformative AI Engineer OpportunityWe're seeking a visionary Machine Learning Engineer to spearhead the development of cutting-edge AI-based recommendation algorithms for our revolutionary Everything App. Inspired by the success of Tesla's FSD v12, you'll design and architect innovative solutions to enhance user experiences on our platform.Your Key...

  • Machine Learning Engineer II

    4 weeks ago

    Palo Alto, California, United States AppLovin Full time

    About AppLovinAppLovin is a leading technology company that helps businesses connect with their ideal customers. To achieve this mission, our global team is composed of talented individuals with diverse backgrounds and perspectives. We are committed to building an inclusive and dynamic work environment that encourages creativity and innovation.Our...

  • Software Development Engineer

    1 month ago

    Palo Alto, California, United States Amazon Full time

    Job SummaryAmazon is seeking a highly motivated and experienced Software Development Engineer to join our team in developing innovative machine learning solutions. As a key member of our team, you will design, develop, and deploy scalable machine learning pipelines and online serving systems.Key Responsibilities:Contribute to the technical direction of our...

  • Principal Machine Learning Architect

    1 month ago

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

    Machine Learning Engineer - Infrastructure and ArchitectureWe are seeking an experienced Machine Learning Engineer to join our team at FORDER I.T. as a Principal Machine Learning Architect. In this role, you will be responsible for designing, optimizing, and scaling our machine learning infrastructure, as well as developing and implementing innovative deep...

  • Senior Machine Learning Engineer

    4 weeks ago

    Palo Alto, California, United States Qualified Health Full time

    Job DescriptionAt Qualified Health, we are seeking a highly skilled Senior Machine Learning Engineer to lead our technical team in developing and deploying scalable AI solutions for healthcare applications. This role is ideal for someone with a deep understanding of deploying AI systems and a track record of innovation and excellence in a high-stakes...

  • Senior Machine Learning Software Engineer

    4 weeks ago

    Palo Alto, California, United States Acceler8 Talent Full time

    About the Role:As a Machine Learning Software Engineer at Acceler8 Talent, you will play a key role in integrating machine learning frameworks and models into our platform.Your primary responsibilities will include developing, deploying, and optimizing ML models to ensure they work seamlessly with backend systems and APIs, contributing to the delivery of...

  • Senior Software Engineer, Machine Learning Infrastructure Specialist

    4 weeks ago

    Palo Alto, California, United States Match Group Full time

    About the RoleWe are seeking a highly skilled Sr. Software Engineer to join our Machine Learning Infrastructure team. As a key member of this team, you will be responsible for designing and developing scalable infrastructure to support the diverse needs of machine learning engineers across all Tinder business units.Key Responsibilities* Build robust and...

  • Senior Machine Learning Infrastructure Engineer

    4 weeks ago

    Palo Alto, California, United States Rivian Full time

    About RivianRivian is a pioneering electric vehicle manufacturer dedicated to creating a sustainable future. Our mission is to keep the world adventurous forever, and we're seeking a talented Machine Learning Engineer to join our Platform Architecture team.In this role, you'll collaborate with cross-functional teams to develop cutting-edge machine learning...

  • Machine Learning Engineer

    4 weeks ago

    Palo Alto, California, United States S.T.E.P. Full time

    We're looking for a highly skilled Machine Learning Engineer to join our team at S.T.E.P. and help us build a better banking experience for teens and young adults.Key Responsibilities:Design, develop, and deploy machine learning models to enhance our Risk and Fraud detection systems.Take the lead in the Risk/Fraud area, providing technical direction and...

  • Senior Software Engineer, Machine Learning Infrastructure Specialist

    4 weeks ago

    Palo Alto, California, United States Match Group Full time

    About the RoleWe are seeking a highly skilled Sr. Software Engineer to join our Machine Learning Infrastructure team at Tinder. As a key member of our team, you will be responsible for designing and developing robust and scalable infrastructure to support the diverse needs of machine learning engineers across all Tinder business units.Key...

  • Senior Machine Learning Engineer

    4 weeks ago

    Palo Alto, California, United States Rivian Full time

    About RivianRivian is on a mission to keep the world adventurous forever. Our team shares a love of the outdoors and a desire to protect it for future generations.Job SummaryWe are seeking a Senior Machine Learning Engineer to join our Platform Architecture team. As a key member of this team, you will work closely with Software, Hardware, System, and SoC...

  • Senior Software Engineer, Machine Learning Platform

    1 month ago

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

    Job SummaryWe are seeking a highly skilled Senior Software Engineer to join our Machine Learning Platform team at Woven by Toyota. As a key member of our team, you will be responsible for developing and integrating cutting-edge machine learning methods for efficient, large-scale training of ML models and supporting multi-platform deployment, including...