Software Engineer, Perception ML Systems

2 days ago

🏢 In-office - San Francisco

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Logo of Aurora Innovation

Aurora Innovation

We bring together healthcare professionals and people in need of care - increasing accessibility and engagement

Callback • Bespoke phone communication solutions • Mobile application • Phone communication for Business • ehealth care

51 - 200

Description

• Accelerate model development and improve autonomy capabilities via advanced systems and algorithmic development • Design, implement, test, and maintain dynamic and interactive autonomy subsystem evaluation frameworks • Create large-scale data analysis tools to discover changes in Autonomy behavior • Measure the impact of autonomy code changes for interesting cases • Modify software involving mathematical concepts and scientific measurements

Requirements

• 6+ years of industry experience programming and design software in Python • Strong analytical skills • Comfort working on large codebases and software systems • Strong software development background demonstrated by industry experience • Great collaboration and communication skills • Experience programming in a deep learning framework (e.g., PyTorch, Tensorflow) • Experience programming in C / C++ (strongly preferred) • Experience with distributed data analysis tools • Familiarity with visualization libraries for 3D geometries and interactive visualization (e.g., 3db, matplotlib, bokeh)

Benefits

• Competitive medical, dental, and vision benefits • Additional healthcare support including medical transportation reimbursement, fertility, adoption, and surrogacy benefits

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