As a Senior Computer Scientist - I (ML), you will join the Firefly GenAI engineering team, focusing on advancing Adobe generative AI capabilities across our suite of creative applications. This role is pivotal in transforming creative intent into successful outcomes, enabling users to leverage cutting-edge AI technologies in tools like Firefly, Photoshop, and Premiere Pro.
Responsibilities
- Backend Development. Design and develop scalable and efficient backend services for generative AI applications, optimizing for GPU performance and creating robust model pipelines.
- Distributed Systems. Work on both stateful and stateless distributed systems, leveraging Kubernetes and a variety of services, including real-time messaging and data ingestion platforms.
- Cross-Functional Collaboration. Collaborate with data scientists and engineering teams to ensure seamless integration of GenAI features into Adobe products, enhancing user experience.
- Cloud Service Management. Ensure reliability and scalability of cloud services by implementing observability, logging, and tracing, facilitating quick detection and resolution of runtime issues.
- Innovation and Research. Stay at the forefront of emerging ML and MLOps technologies, continuously improving engineering practices and contributing to Adobe’s technological advancement.
Qualifications
- Proficient in Python and experienced with machine learning frameworks (e.g., PyTorch, TensorFlow).
- Demonstrated ability to deliver cloud-scale, data-driven products that are widely adopted by users.
- Familiarity with public cloud infrastructures (AWS, Azure) or virtualization technologies.
- Strong understanding of AI/ML principles and a passion for keeping abreast of industry trends.
- Bachelor’s or Master’s degree in engineering, computer science, or a related field.
- Experience with GPU optimization techniques (e.g., CUDA, Triton).
- Ability to convert models between different machine learning frameworks for compatibility and performance optimization.
Company Culture
Adobe values diversity and inclusivity, ensuring a workplace where all employees are respected and empowered. As an equal opportunity employer, we are committed to providing accommodations for individuals with disabilities throughout the application process. Our culture fosters creativity, collaboration, and continuous learning.
Why Join Adobe?
- Impactful Work. Contribute to innovative projects that shape the future of digital creativity and empower users worldwide.
- Collaborative Environment. Work alongside talented professionals in a dynamic, supportive culture.
- Career Development. Access ongoing training and professional growth opportunities in a rapidly evolving industry.