Principal Machine Learning Director
10 hours ago
As a key member of the QuantumScape team, you will lead the development of advanced machine learning solutions for analyzing high-resolution image and measurement data. Your expertise will drive improved understanding of device performance and yield.
Key Responsibilities:- Lead a team of machine learning engineers to design and deploy state-of-the-art deep learning solutions for image and measurement data analysis.
- Establish standardized workflows for building, deploying, and maintaining models.
- Collaborate closely with hardware and metrology teams to develop high-performance, automated inspection technologies.
- Work with the software infrastructure team to build scalable deep learning pipelines.
- Develop and deploy edge machine learning solutions for high-throughput manufacturing steps.
- Identify and manage external resources to expand capacity or obtain new capabilities.
- Stay up-to-date on advances in deep learning methodologies and integrate promising techniques into our process.
- 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 building and/or managing a small team of engineers.
- 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++.
- 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.
QuantumScape offers a competitive salary range of $167,300 to $255,100, an annual bonus, and a generous RSU/Equity package as part of its compensation plan. We also offer a tremendous benefits plan, including employee-paid health care, Employee Stock Purchase Plan (ESPP), and other exciting perks.
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