Senior ML Engineer - Simulation Realism & Data Quality

Waymo; California (MO); Hybrid; USD 251,000 - 310,000; Full time

Job summary

Waymo's Simulation Team seeks a senior ML Engineer to advance high-fidelity data for the Waymo Driver. You will apply ML to enhance the quality and accuracy of labeled data derived from multi-modal sensors and build models to identify and correct issues in perception-based data for simulation.

You will analyze data quality, investigate anomalies, and collaborate with perception and simulation teams to refine data requirements and standards, leading ML strategies for scalable data generation.

Qualifications

• 5+ years in applied DL/ML with production experience.
• Strong background in computer vision or sensor-related perception.
• Proficiency in Python and ML frameworks (TensorFlow, PyTorch).
• Experience with data analysis and data quality assessment.

Responsibilities

• Apply ML expertise to enhance labeled data quality from multi-modal sensors.
• Develop models to identify and correct perception data issues for simulation.
• Analyze data quality, investigate anomalies, and improve labeling pipelines.
• Collaborate with perception and simulation teams to refine data requirements.
• Lead ML strategy for high-fidelity data generation.

Skills

Deep Learning

Computer Vision

Python

TensorFlow

PyTorch

Data Analysis

Coding

Education

MS or BS in Computer Science

Job description

Waymo's Simulation Team seeks a senior ML Engineer to advance high-fidelity data for the Waymo Driver. You will apply ML to enhance the quality and accuracy of labeled data derived from multi-modal sensors and build models to identify and correct issues in perception-based data for simulation.

You will analyze data quality, investigate anomalies, and collaborate with perception and simulation teams to refine data requirements and standards, leading ML strategies for scalable data generation.