About the role
The Opportunity Adobe's Sound Design AI group (SODA) is looking for a driven Data/ML engineer to push the boundaries of audio GenAI. Join
the team behind Firefly Generate Sound Effects and multiple AI models that have shipped in Adobe products. We’re a small, collaborative and efficient research team looking for highly motivated candidates of all levels with a passion for audio and video data. If the prospect of productizing cutting-edge research into impactful tools for Adobe’s creative users sounds exciting, this is it. We're hiring a data lead to own the training data behind our generative audio models end to end. Our models learn from large-scale audio and video corpora, and the quality, balance, and integrity of that data is one of the biggest levers on model performance. This person is the single owner of what's in the data, why, and how we know it's good.
Responsibilities Build, deploy, and monitor large-scale data pipelines for ingesting, filtering and preprocessing audio and video at scale, with reproducibility and versioning. Run in-house models for inference over millions of audio/video files, and build data exploration tools to support this. Curate and select training data using both quantitative metrics and qualitative judgment. Maintain an ongoing understanding of the corpus: distribution, balance, diversity, coverage, and redundancy. Train or finetune models on pipeline outputs, evaluate their behavior, and use those findings to drive new data experiments and ablations. Scale training and optimize throughput. Drive data licensing and acquisition: identify gaps and opportunities, define briefs, and work with vendors and producers to license and curate new datasets. Own how training labels and annotations are produced, validated, and improved, including model-assisted labeling at scale. Required skills Pipeline-building experience at scale for audio and/or video data with reproducibility and versioning Deep audio domain knowledge: common datasets, quality metrics and their failure modes, codecs, normalization, and filtering. Strong "ears" and critical listening ability. Video knowledge a plus. Generative-ML research experience to make data decisions, design and run training experiments independently Strong command of evaluation in audio and video modelling. Data acquisition and licensing experience, including writing briefs and communicating across stakeholders. Excellent communication skills About Adobe Adobe empowers everyone to create through innovative platforms and tools that unleash creativity, productivity and personalized customer experiences. Adobe’s industry-leading offerings including Adobe Acrobat Studio, Adobe Express, Adobe Firefly, Creative Cloud, Adobe Experience Platform, Adobe Experience Manager, and GenStudio enable people and businesses to turn ideas into impact, powered by AI and driven by human ingenuity. Our 30,000+ employees worldwide are creating the future and raising the bar as we drive the next decade of growth. We’re on a mission to hire the very best and believe in creating a company culture where all employees are empowered to make an impact. At Adobe, we believe that great ideas can come from anywhere in the organization. The next big idea could be yours. Let’s Adobe together At Adobe, we believe in creating a company culture where all employees are empowered to make an impact. Learn more about Adobe life, including our values and culture, focus on people, purpose and community, Adobe for All, comprehensive
