Staff Machine Learning Engineer on Merchant team at Pinterest. Leading ML initiatives to enhance merchant quality and improve user shopping experiences.
About the role
- Senior ML Engineer focusing on Neural Rendering and data generation for autonomous vehicles. Working on innovative solutions in a Cloud ML environment with a forward-looking team at Torc Robotics.
Responsibilities
- Implement the latest research advances in Neural Rendering and generative models
- Translate cutting edge solution in the domain of autonomous driving for high-quality Camera, LiDAR and Radar sensor simulations
- Support implementing a neural rendering framework that allows to scale perception simulation and AV 3.0 training
- Integrate the framework in a cloud environment and automate the pipeline to allow scaling for the target verification and validation of our autonomous trucks
- Own development projects in the team – From research, design, to implementation, testing and deployment
- Design, implement, test and deploy shippable production quality software starting from early prototypes using disciplined software development processes.
- Work in the cloud machine learning ecosystem alongside other machine learning services existing in the company.
- Proactively assess current capabilities to identify areas for improvement proposing solutions that align with core strategy and operation.
- Demonstrate project management skills, serving as project lead guiding less experienced team members in multiple facets of project execution, coaching and mentoring as needed.
Requirements
- Proficiency in Python and deep learning frameworks such as PyTorch.
- PhD or equivalent work experience of 6+ years in relevant fields (CS, Robotics, Electrical Engineering) with industry experience in shipping production software.
- Proven expertise in Neural Rendering (Neural Radiance Fields and 3D Gaussian Splatting) and generative models (Diffusion Models, Flow Matching).
- Background in Computer Graphics, 3D Reconstruction, or 3D Computer Vision.
- Considered highly skilled and proficient in discipline; conducts complex, important work under minimal supervision and with wide latitude for independent judgment.
- Experience with VDI and cloud based machine learning development environments.
- Expected to drive alignment across team interfaces to the rest of the organization.
- Designs, maintains and owns team technical solutions and drives consensus.
- Mentors and guides engineers within the group.
Benefits
- A competitive compensation package that includes a bonus component and stock options
- 100% paid medical, dental, and vision premiums for full-time employees
- 401K plan with a 6% employer match
- Flexibility in schedule and generous paid vacation (available immediately after start date)
- AD+D and Life Insurance
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