Senior Machine Learning Engineer

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

AI-powered Search, Recommendations and Generative AI-based guidance is a core part of Adobe's Cloud offering. Adobe Cloud enables customers to create and generate digital content, and Digital experiences. The Search, Discovery, and Content AI Team drives customer success for Adobe Express, Creative Cloud, and Document Cloud. Creative professionals and novice users need the quick discovery of digital assets from brushes to colors, images, videos, and beyond. They also need AI-powered assistance to discover the ingredients needed to complete their creative journey at scale.

We are building a new search, recommendations, and knowledge graph platform that powers suits of Adobe product lines. Our platform caters to millions of users and billions of entities. Become part of this growing team at Adobe and have an excellent impact by providing AI-powered search, recommendations, and gen AI-based assistance across the creative suites of products at Adobe.

How can you participate?

We focus on developing innovative AI-powered search, recommendations, and assistive experiences using generative AI technologies across all modalities, including text, image, and videos, and create industry-leading experiences to improve creative efficiency for creators, marketers, and designers.

We're looking for a top-notch ML engineer with deep expertise in generative AI technologies. This is an opportunity to make a huge impact in a fast-paced, startup-like environment in a great company. Join us!

Responsibilities :

• Research, develop and implement ML models using Transformers, LLMs, and classical ML algorithms for search and recommendation use cases
• Design and implement online learning for recommendations with the help of contextual bandits or reinforcement learning
• Be proficient in Python, Pytorch, CI/CD pipelines and API development
• Fine-tune LLMs and Diffusion models to build and augment a creative knowledge graph and use it to recommend billions of images, videos, documents, and other assets in real time.
• Conduct innovative research on novel LLM architectures and training methods, focusing on creative applications
• Process Multimodal (Text, Image, Video) intent and contextually assist the user by recommending ingredients and generating rich artifacts to enable a seamless creative path.
• Align text, visual and other modalities by fine-tuning Transformer-based models for the creative domain
• Develop robust methods to evaluate LLM performance, ensuring ethical AI practices that reflect Adobe's standards
• Masters' degree or PhD in computer science, statistics, engineering, or other relevant subject area highly preferred
• 5+ years of relevant experience required

At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).

In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.

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