Job Description
Job Responsibilities
- Lead a diverse team of world-class ML engineers to build and optimize large-scale foundation model pipelines in Generative AI
- Partner with Adobe Research and Applied Research to ship innovative models.
- Collaborate with the Product Management, Engineering and Research teams to architect and implement new AI/ML capabilities
- Partner with senior technical leaders to develop guidelines and strategies for efficiently transitioning AI/ML projects from research to customer feature while maintaining outstanding quality and safety.
- Coordinate with other teams to align on priorities and drive our goals and projects forward
- Provide technical mentorship and guidance
- Create and instill a team culture that focuses on sound scientific processes, engineering excellence, and encourages deep engagement with our customers
What you'll need to succeed
- Masters or Ph.D. in Computer Science, AI/ML or related fields or B.Tech and strong experience in AI/ML.
- 10+ years of experience
- 5+ years of experience building and shipping large scale ML solutions.
- 2+ years of people management and leadership experience with research and engineering teams
- Sound knowledge of generative AI, common ML algorithms, and natural language processing
- Experience with Python. Familiarity with cloud development on Azure/AWS.
- Excellent analysis and problem-solving skills.
- Strong record of developing, leading, coaching, and mentoring software and machine learning engineers and scientists.
- Experience in cultivating a positive environment conducive to growth.
Preferred experience:
- Experience in pioneering Generative AI technologies, such as GAN, diffusion, and transformer models
- Strong hands-on experience with large-scale GenAI model pipelines and/or shipping ML features