Note: The job is a remote job and is open to candidates in USA. Adobe is a company focused on changing the world through digital experiences, empowering users to create exceptional content. They are seeking a Machine Learning Engineer to work on developing scalable generative AI systems and optimizing machine learning workflows for Adobe products.
Responsibilities
- Core GenAI Services Development: Design and develop APIs and services that integrate a wide range of generative models into Adobe's flagship products, ensuring seamless user experiences
- ML Pipeline Optimization: Build and optimize GPU-accelerated pipelines for model training and inference, prioritizing performance, scalability, and reliability across enterprise-scale deployments
- Model Integration & Productization: Collaborate with Adobe Research and model developer teams to implement inference strategies and productionize modern generative models
- Enterprise-Scale Systems: Design and build ML workflows for enterprise-scale model customization, serving, and ecosystem integration that handle massive user loads
- Technical Excellence: Foster an atmosphere of creativity and technical expertise while addressing Adobe's groundbreaking engineering challenges
- Develop predictive models on large-scale datasets to address various business problems with advanced statistical modeling, machine learning, and analytics techniques
- Develop and implement scalable and efficient modeling algorithms that can work with large-scale data in production systems
- Collaborate with product management and engineering groups to develop new products and features
Skills
- PhD or MS degree in Computer Science, Statistics, Electrical Engineering, Applied Math, Operations Research, Econometrics or equivalent experience required
- 0-2+ years of experience in specific skill/field(s)
- Deep understanding of statistical modeling, machine learning, deep learning, or data mining concepts, and a track record of solving problems with these methods
- Proficient in one or more programming languages such as Python, Scala, Java and C
- Familiar with one or more machine learning or statistical modeling tools such as R, Matlab and scikit learn
- Knowledge and experience of working with relational databases and SQL
- Strong analytical and quantitative problem-solving ability
- Outstanding communication and relationship skills, and a great teammate
Benefits
- Long-term incentives in the form of a new hire equity award
Company Overview
Adobe is a software company that provides its users with digital marketing and media solutions. It was founded in 1982, and is headquartered in San Jose, California, USA, with a workforce of 10001+ employees. Its website is http://www.adobe.com.Company H1B Sponsorship
Adobe has a track record of offering H1B sponsorships, with 1160 in 2025, 1217 in 2024, 750 in 2023, 878 in 2022, 742 in 2021, 477 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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