Description:
What You'll Do:
- Engage with Applied Research (and Research) groups and product teams like Photoshop, Illustrator, Express, and others to build an ambitious roadmap and plan to deliver end-to-end machine learning solutions that will power innovative new features in our flagship applications
- Partner with various Platform teams to leverage exsiting systems or define new required enhancements to support new modalities (video, streaming, etc)
- Lead planning and delivery of GPU optimized, efficient model pipelines for new Firefly features serving a variety of modalities like images, vectors, 3D, etc.
- Ensure the delivery of a scalable, reliable cloud service with observability, logging and tr acing to enable quick detection, understanding and resolution of run-time issues.
What You’ll Need to Succeed:
A deep understanding of AI/ML, including ML frameworks, public cloud and commercial AI/ML solutions - familiarity with Pytorch, SageMaker, HuggingFace is required.
- Image Processing, Computer Vision, Generative AI experience is strongly preferred
- Knowledge about creation and optimization as well as operation of GPU intensive ML workloads in production environments
- Understanding of model serving, orchestration, scaling and GPU resource management
- Strong communication and collaboration skills - building strong relationships with internal stakeholders and external partners
- Strong analytical and problem-solving skills, with the ability to think strategically and make data-driven decisions
- A passion for staying up to date with the latest trends and technologies in AI/ML - in the cloud and on device
- A Bachelor's, Master's in Computer Science, Electrical Engineering, Computer Vision, or a related field, or equivalent ind