Lead Applied Machine Learning Engineer
Description For Lead Applied Machine Learning Engineer
Adobe is seeking a Lead Applied Machine Learning Engineer to join their team in a technical leadership role that combines coordination skills and hands-on delivery. This position offers an opportunity to work at one of the world's leading digital experience companies, focusing on building and scaling AI/ML solutions for Adobe Experience Manager.
The role involves partnering directly with business units to develop data products that solve challenging problems for Adobe's enterprise customers. You'll be working at the intersection of software engineering and machine learning, leading the development and deployment of large-scale ML solutions that drive business value.
As a Lead ML Engineer, you'll collaborate with cross-functional teams including data scientists, engineers, researchers, and product managers. You'll have the opportunity to engage directly with customers, understanding their business challenges and translating them into effective ML solutions. The position requires both technical expertise in ML/AI and leadership skills to drive projects across organizational boundaries.
Adobe offers an exceptional work environment that has been recognized globally, with a unique "Check-In" approach for continuous feedback and growth. The company is committed to diversity, equality, and creating an inclusive workplace where innovation can thrive. This role presents an excellent opportunity for someone who wants to make a significant impact in the field of applied machine learning while working on products that affect millions of users worldwide.
The ideal candidate will bring strong technical skills in machine learning and software engineering, with experience in building and deploying production ML systems. You'll need to be comfortable with both the theoretical aspects of ML and the practical challenges of implementing large-scale solutions. This role offers the chance to shape the future of digital experiences through AI/ML innovation at one of the technology industry's most respected companies.
Responsibilities For Lead Applied Machine Learning Engineer
- Work closely with data scientists, engineers, researchers, and product managers to build AI/ML solutions
- Engage with customers to understand and solve their business problems using machine learning
- Work across organizational boundaries to align priorities and drive projects forward
- Promote accomplishments across the organization, blogs, and conferences
- Build and scale data products for Adobe's enterprise customers
- Research, develop, and deploy large-scale machine learning solutions
Requirements For Lead Applied Machine Learning Engineer
- M.S. degree or equivalent experience in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, or related fields
- Proficient in Python, Java, or Scala
- In-depth knowledge of machine learning algorithms and their applications
- Experience in building, deploying, measuring, and maintaining machine learning models
- Experience in building large-scale distributed ML pipelines
- Experience with scikit-learn, pandas, ml-lib
- Experience with Spring Boot, RESTful Web services, Apache Spark preferred
- Experience with hypothesis testing, Bayesian statistics preferred
- Familiarity with Deep Learning frameworks like TensorFlow or PyTorch preferred
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