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Machine Learning Engineer 4 (Firefly)

8 years

0 Lacs

Noida Uttar Pradesh India

Posted:3 days ago| Platform: Linkedin logo

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Skills Required

learning design ai scalability model power leadership research ml engineering effectiveness technology architecture test strategies communication shipping collaboration drawing training cuda pytorch tensorflow vision

Work Mode

On-site

Job Type

Full Time

Job Description

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!

Position Summary:

Adobe Firefly Gen AI Models and services group seeks passionate machine learning engineers to deliver groundbreaking generative AI experiences.
In this role, you'll:
  • Optimize and scale state-of-the-art generative AI models.
  • Deploy AI-driven creative tools that empower millions globally.
  • Solve real-world challenges in AI scalability and production readiness.

Job Responsibilities

  • Help architect and optimize large-scale foundation model pipelines in Generative AI
  • 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
  • Collaborate with outstanding Applied researchers and engineers to bring ideas to production
  • Provide technical leadership and mentorship for junior team members
  • Explore and research new and emerging ML and MLOps technologies to continuously improve Adobe’s GenAI engineering effectiveness and efficiency
  • Review and provide feedback on features, technology, architecture, designs and test strategies.

What you'll need to succeed

  • Masters or Ph.D. in Computer Science, AI/ML, or related fields or B.Tech and strong experience in AI/ML
  • 8+ years of experience
  • Excellent communication and technical leadership skills
  • Experience in tech working with a large number of contributors on time-sensitive and business-critical GenAI projects
  • Experience in the latest Generative AI technologies, such as GAN, diffusion, transformer models
  • Strong hands-on experience with large-scale GenAI model pipelines and/or shipping ML features
  • Strong collaboration skills. Experience with working in a Matrix organization, driving alignment, drawing conclusions, and getting things done

Preferred experience:

  • Experience training or optimizing models (CUDA, Triton, TRT, AOT)
  • Experience converting models from various frameworks like PyTorch and TensorFlow to other target formats to ensure compatibility and optimized performance across different platforms
  • Good publication record in Computer Science, AI/ML, or related fields

#FireflyGenAI

Adobe is proud to be an Equal Employment Opportunity 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 about our vision here.
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 accommodations@adobe.com or call (408) 536-3015.

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Adobe
Adobe

Software Development

San Jose CA

10001 Employees

549 Jobs

    Key People

  • Shantanu Narayen

    Chairman, President and CEO

  • Dan Darnell

    Executive Vice President, Finance

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