Sr. Machine Learning Architect
Description For Sr. Machine Learning Architect
Adobe is seeking a Senior Machine Learning Architect to drive innovation in their Decision Sciences team. This role offers a unique opportunity to shape the future of Adobe's cutting-edge products that enhance personalized customer experiences. The position involves leading the development of sophisticated machine learning solutions that power Digital Experience solutions with AI-driven intelligence for personalization at scale.
The ideal candidate will work at the intersection of research and product development, collaborating with Adobe Research and various business units to architect transformative products. They will be responsible for designing and implementing complex ML systems, optimizing pipelines, and ensuring robust production deployment. The role requires both technical excellence and leadership skills, as the architect will mentor junior team members and influence product strategy.
The Decision Sciences team is at the forefront of Adobe's AI initiatives, developing solutions that enhance business outcomes and operational efficiency for customers. This position offers the chance to work with a diverse, collaborative team of engineers and scientists in a dynamic, fast-paced environment. The work directly impacts Adobe's technology landscape and contributes to the broader industry through technical publications and open-source contributions.
The compensation package reflects Adobe's commitment to attracting top talent, with a competitive salary range and comprehensive benefits. This role presents an exceptional opportunity for an experienced ML professional to make a significant impact at a company that's transforming how businesses deliver digital experiences.
Responsibilities For Sr. Machine Learning Architect
- Lead the design, development, and implementation of machine learning models and systems
- Architect and optimize end-to-end ML pipelines
- Facilitate alignment among senior leadership on innovative ideas
- Engage with different teams to incorporate ML algorithms into Adobe products
- Conduct testing, debugging, and performance tuning of ML models
- Mentor and guide junior team members
- Publish technical papers and contribute to open-source projects
- Provide technical leadership and drive adoption of new technologies
Requirements For Sr. Machine Learning Architect
- Master's degree with 10+ years of experience or PhD with 5+ years of experience in ML
- Deep expertise in machine learning, statistical modeling, and data analysis
- Proven track record of developing and deploying ML models in production
- Strong programming skills in Python, Java, or C++
- Experience with ML frameworks like scikit-learn, SparkML, TensorFlow, PyTorch
- Excellent problem-solving skills
- Strong communication and collaboration skills
- Experience in mentoring junior engineers
- Experience working with both research and product teams
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