Waymo is looking to build state-of-the-art labeling tools to improve the efficiency and quality of data annotation for their autonomous driving technology, the Waymo Driver.
Requirements
- Experience developing human labeling/review tools. EG: Labeling for ML, Content Reviews for Trust and Safety, etc.
- Expertise in Typescript and Frontend frameworks
- Experience in working with WebGL using Three.js or similar libraries.
- Experience in developing human + ML interaction schemes to boost productivity and quality of label generation.
- Experience in leveraging WebAssembly and/or WebWorkers for web browser performance optimizations.
- Experiencing programming using C++.
- Hands-on experience with LLM/GenAI-based products.
Responsibilities
- Build state of the art labeling tools to allow users to annotate the real world in 3D.
- Build tooling that allows the Operations teams to manage large workforces and distribute tasks effectively.
- Collaborate with ML practitioners to understand their data needs and translate those requirements appropriate label formats and labeling experiences that can be efficiently used by labelers.
- Collaborate with UX teams to turn tooling mocks into productionized applications.
- Integrate ML automation to increase human labeler quality and efficiency
- Work with the human operations teams to hillclimb on process efficiencies.
Other
- Bachelor's degree in Computer Science, Engineering, or related field, and 3+ years equivalent experience
