Software Engineer IV
2 weeks ago
The XR People Generation team works in collaboration with Reality Labs Research partners in order to deliver the future of communication - photorealistic telepresence via Codec Avatars. Our aspiration is to connect people separated by distance as if they were in the same room together. We achieve this by researching, developing and productionizing state-of-the-art methods in cross sections of computer graphics, computer vision and machine learning for human understanding and telepresence. As a
Responsibilities:
- Build automated monitoring, evaluation, analysis and reporting systems, and tooling to better understand the performance of our computer vision machine learning models, working directly with the engineers building the algorithms
- Define methodology and benchmarks to evaluate different approaches, and identify and understand model quality improvements / regressions
- Experience with software engineering in machine learning systems: defining evaluation metrics, building evaluation systems, scaling up pipelines and tooling
- 3+ years of experience in developing and debugging in Python
- Experience working and communicating cross functionally in a team environment
- Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward towards bringing state-of-the-art approaches onto real world devices
- Experience with distributed systems or large-scale datasets
- Conduct engineering in computer vision and machine learning (person semantic understanding, Client view synthesis, non-rigid tracking, etc.)
- Strong verbal and written communication skills
- Especially since role is remote - able to convey plans and write down roadmaps and milestones
The pay rate range above is the base hourly pay range that Aditi Consulting reasonably expects to pay someone for this position (compensation may vary outside of this range depending on several factors, including but not limited to, a candidate's qualifications, skills, competencies, competencies, competencies, competencies, experience, location and end client requirements).
Benefits and Ancillaries:
Medical, dental, vision, PTO benefits and ancillaries may be available for eligible Aditi Consulting employees and vary based on the plan options selected by the employee.
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