Job Overview
Join Motional as a Software Engineer - Machine Learning Data.
Our Perception team works on the tech stack responsible for perceiving dynamic scenarios and tracking/classifying objects around our robo-taxi.
We are seeking engineers to advance our machine learning (ML) data pipelines, which are critical for efficient end-to-end ML development.
Responsibilities
Support the creation, maintenance, and optimization of internal data, training & evaluation pipelines
Participate in design reviews and code reviews of team-owned pipelines
Work closely with ML engineers to enhance tools and processes throughout the ML development lifecycle
Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance
Qualifications
Bachelor's Degree in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field
2+ years of professional experience in software engineering
Fluency in Python, including standard scientific computing libraries and Python bindings development experience
Expertise in concurrency, parallel processing, and database systems
Advanced knowledge of software engineering principles
Bonus Points
Proven track record of developing and deploying perception systems for autonomous vehicles or robotics
Experience with deep learning frameworks such as Pytorch
Experience with distributed computing frameworks like K8s and Ray
Masters or Ph.D. in Machine Learning, Computer Science, Robotics, Applied Mathematics, Statistics, Physics, or a related field; or equivalent industry experience
Motional is an equal opportunities employer and welcomes applications from all qualified candidates.
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