Machine Learning Engineer 5

Year    Bangalore, Karnataka, India

Job Description


Our Company

Changing the world through digital experiences is what Adobe\xe2\x80\x99s all about. We give everyone\xe2\x80\x94from emerging artists to global brands\xe2\x80\x94everything they need to design and deliver exceptional digital experiences! We\xe2\x80\x99re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

We\xe2\x80\x99re 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/surfaces
  • Develop GPU optimized, efficient model pipelines for new Firefly features related to images, video and audio
  • Ensure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues
  • Contribute to Project Colligo, the AI superhighway for inference that will manage and serve a collection of ML models in a highly scalable and resilient system
  • Ensure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues
  • Develop high-performance, reliable, testable and maintainable code
  • Work 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 equivalent
  • 6+ 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 management
  • 10+ years software engineering experience
  • Experience in distributed computing
  • Technology Skills: Python, ML, Pytorch, AIT, CUDA, GPU drivers, Kubernetes, AWS
Bonus Qualifications:
  • CUDA programming experience
  • Machine learning models integration into web applications
  • Scala, Java, C++
  • Experience with CI/CD systems
  • Experience with Agile development processes including Scrum
  • Experience building and training ML models
  • Experience in Video domain.
Adobe is proud to be an and 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.

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 or 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\xe2\x80\x99s employees.

Adobe

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Job Detail

  • Job Id
    JD3218071
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Bangalore, Karnataka, India
  • Education
    Not mentioned
  • Experience
    Year