Machine Learning Engineer
Machine Learning Engineer
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$ 120700 - 228600
1 Vacancy
Job Description
Our Company
Changing the world through digital experiences is what Adobes all about. We give everyonefrom emerging artists to global brandseverything they need to design and deliver exceptional digital experiences! Were passionate about empowering people to create beautiful and powerful images videos and apps and transform how companies interact with customers across every screen.
Were 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
AIpowered Search Recommendations and Generative AIbased guidance is a core part of Adobes 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 AIpowered 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 AIpowered search recommendations and gen AIbased assistance across the creative suites of products at Adobe.
How can you participate
We focus on developing innovative search recommendations and assistive experiences using generative AI technologies across all modalities including text image and videos and create industryleading experiences to improve creative efficiency for creators marketers and designers.
Were looking for a topnotch ML engineer with deep expertise in generative AI technologies. This is an opportunity to make a huge impact in a fastpaced startuplike environment in a phenomenal 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
- Finetune 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 detailed creative path.
- Align text visual and other modalities by finetuning Transformerbased models for the creative domain
- Develop robust methods to evaluate LLM performance ensuring ethical AI practices that reflect Adobes standards
- Masters or PhD degree with experience in computer science statistics engineering or other relevant subject area is highly preferred
- 5 years of relevant industry experience required
At Adobe for sales roles starting salaries are expressed as total target compensation (TTC base commission) and shortterm incentives are in the form of sales commission plans. Nonsales roles starting salaries are expressed as base salary and shortterm incentives are in the form of the Annual Incentive Plan (AIP).
In addition certain roles may be eligible for longterm incentives in the form of a new hire equity award.
Adobe will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and fair chance ordinances.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 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 emailor call.
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 others employees.
Employment Type
Full-Time
