Senior Machine Learning Engineer (Firefly)
Adobe Software
JOB LEVEL
P55EMPLOYEE ROLE
Individual ContributorPosition Summary:
Adobe Firefly Gen AI Models and services group seeks a Firefly models & Services architect for generative AI models.
We need a dedicated architect with expertise in machine learning to support the creation, improvement, and deployment of model pipelines for Adobe's top products in various domains.
As a Firefly model architect, you will join an outstanding team of ML and service engineers building the future of digital experiences. You will help set long-term technical strategy and work across multiple Adobe teams to architect the pipelines of the future foundation models at Adobe. You will make important architecture decisions and prioritize model optimization experiments. You will have the opportunity to develop novel ideas to advance the creative world through features in Adobe's products and reach millions of people worldwide!
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
12+ years of experience
3+ years as a Lead/Architect
Excellent communication and technical leadership skills
Experience in tech leading 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
Internal Opportunities
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