Adobe · 5 months ago
Senior Machine Learning Engineer
San Francisco, CA
Full-time
Onsite
Senior Level
$143K/yr - $258K/yr
5+ years expAdobe is a software company that provides its users with digital marketing and media solutions. They are seeking a Senior Machine Learning Engineer to develop innovative AI-powered search and recommendations using generative AI technologies across various modalities, enhancing creative efficiency for users.
Artificial Intelligence (AI)ConsultingEnterprise SoftwareGraphic DesignImage RecognitionPhoto EditingSaaSSoftwareUX DesignWeb Design
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
Qualification
Required
5+ years of relevant experience required
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
Preferred
Masters' degree or PhD in computer science, statistics, engineering, or other relevant subject area highly preferred
Benefits
Short-term incentives are in the form of the Annual Incentive Plan (AIP)
Certain roles may be eligible for long-term incentives in the form of a new hire equity award
Company
Adobe
Adobe is a software company that provides its users with digital marketing and media solutions.
10001+ employees
H1B Sponsorship
Adobe has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1160)
2024 (1217)
2023 (750)
2022 (878)
2021 (742)
2020 (477)
Funding
Current Stage
Public CompanyTotal Funding
$2.5MKey Investors
Apple
1986-08-20IPO
1984-10-01Series Unknown· $2.5M
Leadership Team
Shantanu Narayen
CEO
Dan Durn
Chief Financial Officer
Recent News
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