Senior Research Engineer

Position:
Sr. Research Engineer

Company:
Adobe

Compensation:
The U.S. pay range for this position is $164,600 -- $313,300 annually. In California, the pay range for this position is $216,400 - $313,300.

Location:
United States of America, San Francisco, California / San Jose, California

Employment type:
Not specified

Work Arrangement:
Not specified

Short Summary:
Adobe's Sound Design AI group (SODA) is looking for a driven Data/ML engineer to push the boundaries of audio GenAI. Join a collaborative research team focused on productizing cutting-edge research into impactful tools for Adobe’s creative users.

Responsibilities:
- Build, deploy, and monitor large-scale data pipelines for ingesting, filtering, and preprocessing audio and video.
- Run in-house models for inference over millions of audio/video files and build data exploration tools.
- Curate and select training data using quantitative metrics and qualitative judgment.
- Maintain an understanding of the corpus: distribution, balance, diversity, coverage, and redundancy.
- Train or finetune models on pipeline outputs and evaluate their behavior.
- Drive data licensing and acquisition, working with vendors to curate new datasets.
- Own the production, validation, and improvement of training labels and annotations.

Requirement:
- Pipeline-building experience at scale for audio and/or video data.
- Deep audio domain knowledge, including common datasets and quality metrics.
- Strong critical listening ability; video knowledge is a plus.
- Generative-ML research experience for data decisions and training experiments.
- Excellent communication skills.

Benefits:
Not specified