Aurora Innovation · 2 months ago
Staff Software Engineer, Continuous Learning
Aurora Innovation is dedicated to delivering the benefits of self-driving technology safely and efficiently. They are seeking a Staff Software Engineer for the Autonomy Data: Continuous Learning team to improve dataset quality and collaborate across teams to enhance model training and inference pipelines.
Customer ServiceMobile AppsTelecommunications
Responsibilities
Improve our dataset quality by establishing semi-automated evaluation mechanisms leveraging state of the art models as well as RLHF techniques
Expand our foundation model approach for sourcing interesting events to millions of miles
Own model training and inference pipelines for all core Autonomy models
Collaborate across teams and functions (product, program, operations, data science) to drive projects from inception to delivery
Qualification
Required
BS in Computer Science, or a related field
Excellent Python, Proficient C++ programming and software design skills
Experience with storage and database management systems (e.g., one of SQL, no-SQL, protobuf, parquet, HDFS)
Experience working in a cloud environment (e.g., AWS, GCP, Azure, etc)
Knowledge and experience in at least one of computer vision, LLMs, or deep learning for other applications
Preferred
Excellent C++ programming and software design skills
Distributed System design patterns (high availability, scaling, load balancing, caching, sharding etc.)
PyTorch and GPU programming experience
Benefits
Annual bonus
Equity compensation
Benefits
Company
Aurora Innovation
Aurora Innovation helps companies, businesses and organisations with many incoming calls, high availability requirements as well as service.
H1B Sponsorship
Aurora Innovation has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (11)
2024 (51)
2023 (91)
2022 (77)
2021 (38)
2020 (51)
Funding
Current Stage
Growth StageTotal Funding
$3.11M2017-04-05Series Unknown· $3.11M
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