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Lead MLOps Engineer

2 months ago

San Jose, California, United States QuantumScape Full time

QuantumScape: At the forefront of innovative battery technology, QuantumScape is transforming energy storage with its pioneering anode-less solid-state battery design tailored for automotive use. Our advanced battery cell technology sets new standards for energy efficiency and reliability, providing improved range and expedited charging compared to traditional lithium-ion batteries.

Position Overview:

  • As a Principal Machine Learning Operations Engineer at QuantumScape, you will play a critical role in developing our MLOps infrastructure. Collaborate with a diverse team of specialists in MLOps, Software Engineering, Data Engineering, and DevOps to optimize the lifecycle of machine learning models.

Main Responsibilities:

  • Design and implement a state-of-the-art MLOps platform
  • Refactor complex machine learning code into modular components
  • Promote best practices for model creation, deployment, and oversight
  • Advance the overall maturity of the machine learning lifecycle
  • Create solutions for real-time monitoring and accessibility of models
  • Employ workflow orchestration tools to streamline data and ML pipelines
  • Maintain internal Python libraries and advocate for software development best practices
  • Architect comprehensive systems to effectively address data and ML challenges
  • Leverage cloud services to improve scalability and performance
  • Support enterprise data management strategies for sustainable ML solutions

Minimum Requirements:

  • Bachelor's degree in Computer Science, Data Science, Statistics, Applied Mathematics, or related disciplines, along with substantial relevant experience
  • Demonstrated experience in developing and deploying machine learning solutions in production settings
  • Practical knowledge of MLOps tools and distributed computing technologies
  • Familiarity with infrastructure-as-code tools and proficiency in Python programming
  • Expertise in CI/CD frameworks and containerization technologies
  • Strong analytical, problem-solving, interpersonal, and communication abilities

Compensation & Benefits:

We offer a competitive salary based on experience, along with additional bonuses and equity opportunities. QuantumScape provides a comprehensive benefits package, including health insurance, an Employee Stock Purchase Plan, and various employee perks.

QuantumScape is dedicated to fostering diversity and is an equal opportunity employer, promoting an inclusive workplace where all individuals are respected and valued. We ensure accommodations for individuals with disabilities throughout the recruitment and employment process.