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Machine Learning Engineer 5
Machine Learning Engineer 5-November 2024
Bangalore
Nov 25, 2024
ABOUT ADOBE
At Adobe, we’re changing the world through digital experiences by helping customers create, deliver, and optimize content.
10,000+ employees
Technology
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About Machine Learning Engineer 5

  Our Company

  Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional digital experiences! We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

  We're 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!

  The Opportunity:

  The Firefly GenAI India engineering team is looking for an ML Engineer to work on enabling exciting experiences for the Creative Cloud clients.

  What you'll do:

  Contribute to the backend services for Firefly that power the generative AI features on Firefly website, Photoshop, Illustrator, Express, Stock, Premier and other applications/surfacesDevelop GPU optimized, efficient model pipelines for new Firefly features related to images, video and audioEnsure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issuesContribute to Project Colligo, the AI superhighway for inference that will manage and serve a collection of ML models in a highly scalable and resilient systemEnsure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issuesDevelop high-performance, reliable, testable and maintainable codeWork closely with teams across Adobe, in different geographies. The technology you produce will have visibility at the highest levels of the company and materially affect the positive impact products have on our customers

  What you need to succeed:

  B.Tech or M.Tech. degree in Computer Science, Engineering or equivalent6+ years of experience building, optimizing and operating GPU intensive ML workloads in production environments.Several years experience architecting cloud services and infrastructure for large scale use (5B+ requests per month)Understanding of model serving, orchestration, scaling, GPU resource management10+ years software engineering experienceExperience in distributed computingTechnology Skills: Python, ML, Pytorch, AIT, CUDA, GPU drivers, Kubernetes, AWS

  Bonus Qualifications:

  CUDA programming experienceMachine learning models integration into web applicationsScala, Java, C++Experience with CI/CD systemsExperience with Agile development processes including ScrumExperience building and training ML modelsExperience in Video domain.

  Adobe is proud to be anEqual Employment Opportunityand affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law.Learn more.

  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, [email protected] 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 other's employees.

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