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Job Description

This person will be joining an AI research team to perform backend data processing and annotation to support a foundation model towards solving promptable visual segmentation in images and videos. They will be in charge of mostly data and automation related tasks including:

Enqueuing and dequeuing annotation jobs

Syncing data between clusters

Building automation for pipelines

Exporting, processing, and formatting data fed to models

Additional Responsibilities Include:

Annotation Pipeline Maintenance: ensure the queue has high enough volume, fix any backend related bugs, ensure the team is exporting and formatting the data periodically.

Annotation Quality Management: ensure the annotation quality has been met, coordinate and use 3rd party vendor to support to enforce quality criteria, build necessary tools for dashboarding and visualizations.

We are a company committed to creating inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity employer that believes everyone matters. Qualified candidates will receive consideration for employment opportunities without regard to race, religion, sex, age, marital status, national origin, sexual orientation, citizenship status, disability, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to Human Resources Request Form (https://airtable.com/app21VjYyxLDIX0ez/shrOg4IQS1J6dRiMo) . The EEOC "Know Your Rights" Poster is available here (https://www.eeoc.gov/sites/default/files/2023-06/22-088\_EEOC\_KnowYourRights6.12ScreenRdr.pdf) .

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Skills and Requirements

Experience with data annotation pipeline maintenance in a 3D environment. Must have experience testing annotation quality and build tools for dashboarding and visualizations.

Experience doing the above tasks in Engines like Blender and Unreal.

Proficiency in Python and SQL. Must know how to write complex query to filter, retrieve and format data from database.

Proficiency in Pytorch and Pytorch3D. Must be able to train a model with data and know how to render image view given a mesh file.

Experience working within Linux and ability to transfer data between each cluster

Comfortable using tools like jupyter-notebook, vscode, debugger, etc.

Understanding of 3D related concepts. null

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].