Machine Learning Engineer - Adobe Express

Position Overview

Adobe is seeking a talented Machine Learning Engineer to join the AI Foundation Team at Adobe Express. This role will focus on developing groundbreaking AI stack using internal and external technologies to improve feature speed and quality. You will be instrumental in developing ML models and services, collaborating with teams, and enhancing the user experience at Adobe Express.

About the Team

The AI Foundation Team at Adobe Express is dedicated to building a cutting-edge AI stack. Our mission is to leverage both internal and external technologies to significantly improve the speed and quality of features within Adobe Express. We aim to develop advanced ML models and services, foster strong collaboration with various teams, and ultimately elevate the user experience for all Adobe Express users.

What You'll Do

• Research, Design, and Implement ML Models: Develop and deploy advanced ML models and pipelines for training and inference at scale, utilizing techniques in computer vision, NLP, deep learning, and generative AI.
• Integrate LLMs and Agent Frameworks: Incorporate Large Language Models (LLMs) and agent-based frameworks to support multimodal creative workflows, enabling rich, context-aware content generation and dynamic user experiences.
• Collaborate with Cross-Functional Teams: Work closely with multi-functional teams to translate product requirements into effective ML solutions, managing the iteration process from proof-of-concept to fully productionized services.
• Develop ML Platforms: Build robust platforms for continuous model training, experimentation, A/B testing, and monitoring to ensure consistent high model quality and relevance.
• Leverage Cloud Infrastructure: Utilize distributed computing technologies and cloud infrastructures for large-scale data processing, feature engineering, and real-time inference, optimizing for performance and cost-efficiency.
• Implement ML Services: Develop reliable APIs and microservices to serve ML models to end-users, adhering to standard methodologies for security, compliance, scalability, and maintainability.
• Stay Ahead of ML Trends: Continuously research emerging ML trends, tools, and frameworks, evaluating and integrating new technologies such as sophisticated LLMs, reinforcement learning-based agents, and innovative inference optimization techniques.

Basic Qualifications

• Education: PhD, Master’s, or Bachelor’s degree (or equivalent experience) in Computer Science, Machine Learning, Applied Mathematics, Data Science, or a related technical field.
• Programming Proficiency: Strong proficiency in Python and Java for ML model development and systems integration.
• Deep Learning Frameworks: Hands-on experience with deep learning frameworks such as TensorFlow and PyTorch.
• LLM and Agent Experience: Demonstrated experience working with LLMs and agent frameworks to develop advanced AI-based experiences.
• Computer Vision & NLP: Proficiency in computer vision and NLP techniques for multimodal content understanding and generation.
• Creative/Imaging Domain Experience: Work experience in Creative Domains or Imaging Domains is highly beneficial.
• Web Services & Microservices: Experience in developing and deploying RESTful web services and microservices architectures for ML applications.
• Development Tools: Proficiency with UNIX environments, Git for version control, and Jenkins for CI/CD processes.

Company Information

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!

Equal Employment Opportunity

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 commitment to diversity and inclusion.

Accessibility Accommodation

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, please email accommodations@adobe.com or call (408) 536-3015.