Machine Learning Engineer 5
Job Description
Job Description
Our Company
Changing the world through digital experiences is what Adobeu2019s all about. We give everyoneu2014from emerging artists to global brandsu2014everything they need to design and deliver exceptional digital experiences! Weu2019re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.u00A0
Weu2019re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!
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The Firefly GenAI engineering team is looking for a passionate ML Engineer to enable and accelerate the Adobe GenAI creative flows powered by pioneering machine learning models.
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Our goal is to seamlessly enable users to transform Creative Intent into Creative Success, through GenAI features, in our revolutionary content creation applications: Firefly, PPro, Express, Photoshop, Podcast and others. This is a unique opportunity to work on powerful new and innovative generative technologies.In this role, you will work closely with ML researchers, bringing groundbreaking AI experiences to our users by enabling large-scale productisation through cloud based services.
Responsibilities- Design and develop the GenAI backend services for Firefly, creating GPU optimized, efficient model pipelines that power the generative AI features on Firefly website, PPro, Photoshop, Illustrator, Express, Stock and other applications/surfaces
- Work on large-scale stateful and stateless distributed systems for AI workflows with cost efficient strategies
- Collaborate closely with data scientists and engineers to ensure the GenAI services are effectively integrated intou00A0Adobeu00A0products and systems
- Ensure scalable and reliable cloud services with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues
- Explore and research new and emerging ML and MLOps technologies to continuously improve Adobe`s GenAI engineering effectiveness and efficiency
- Excellent programming skills (Python)
- Proven programming skillsu00A0with standard machine learning tools such as Python, PyTorch, and TensorFlow
- Experience in pioneering Generative AI technologies, such as diffusion and/or GAN models
- Track record of delivering cloud-scale, data-driven products, and services that are widely adopted with large customer bases
- Advanced understanding of AI/ML, including ML frameworks
- Passion for staying up to date with the latest trends and technologies in AI/ML - in the cloud and on device
- Bacheloru2019s / Masters degree in engineering
- Experience with GPU optimization (CUDA, Triton, TRT, AOT)
- Experience converting models from various frameworks likeu00A0PyTorch and TensorFlowu00A0to other target formats, to ensure compatibility and optimized performance across different platforms
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Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, emailu00A0u00A0or call (408) 536-3015.
Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each otheru2019s employees.