Senior Applied Research Scientist
7 days ago
We are seeking a highly skilled Senior Applied Research Scientist to join our Foundation Models Lab at ServiceNow Research. As a key member of our team, you will play a critical role in building the foundation for ServiceNow's bespoke generative AI solutions.
Key Responsibilities- Enable large-scale model training projects to enhance our AI capabilities and adapt them to our platform.
- Lead the enhancement of our 3D-parallelism training framework, aiming to increase its speed and efficiency by identifying compute bottlenecks and implementing critical tensor operations using OpenAI's Triton JIT compiler.
- Design, implement, and optimize novel language model architectures that prioritize inference speed and scalability, aligning with ServiceNow's operational needs.
- Contribute to broadening our training framework's support for a diverse range of model architectures, balancing maintainability and stability with the need for innovative features and experimentation.
- Contribute to the open-sourcing efforts of our frameworks by ensuring they are well-documented, user-friendly, and ready for external adoption.
- A Master's degree with at least 2 years of relevant experience, or a Ph.D. in computer science, engineering, or a related field.
- Experience in GPU programming for deep learning, with a proven track record of optimizing large-scale systems for performance and efficiency.
- Demonstrable skills in designing and implementing innovative deep learning architectures, preferably with experience in large language models.
- Proficiency in one or more major deep learning frameworks, such as PyTorch or JAX. Familiarity with OpenAI Triton is highly desirable.
- Strong collaborative skills with the ability to work in a dynamic environment, with a track record of driving projects to completion.
- Excellent problem-solving skills and the ability to work independently on complex issues.
- Effective communication skills, capable of articulating complex technical details and collaborating across teams.
ServiceNow is an Equal Employment Opportunity Employer. We are committed to creating an inclusive environment where all voices are heard, valued, and respected. We welcome all candidates, including individuals from non-traditional, varied backgrounds, that might not come from a typical path connected to this role.
We believe skills and experience are transferrable, and the desire to dream big makes for great candidates. At ServiceNow, we lead with flexibility and trust in our distributed world of work.
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