Research Scientist/ Senior Research Scientist
1 week ago
The Advanced Technology Group (ATG) at ServiceNow is a customer-focused innovation group building intelligent software and smart user experiences using existing and latest advanced technologies to enable end-to-end, industry-leading work experiences for customers. We build and evolve the AI platform, and partner with teams to build products and end-to-end AI-powered work experiences. In equal measure, we lay the foundations, research, experiment, and de-risk AI technologies that unlock new work experiences in the future.
You will play a major part in building next generation Large Language Models(LLM's) for Enterprise Language Generation that will power NOW platform with AI experiences in day to day work of our customers. We are just getting started with our early-adopter customers and we need your help in building and making available an amazing range of solutions to our 9k+ enterprise customers around the world.
What you get to do in this role:
- Confronted with real-world challenges and datasets, you will need to use your AI/ML expertise and creativity to apply existing methods and develop new ones to solve these problems in a practical and scalable way.
- Research, propose and implement appropriate models/techniques for LLM benchmarking.
- Participate in data collection and synthetic data generation, and generate custom benchmarks to evaluate diverse LLMs capabilities.
- Collaborate daily with a team of like-minded developers, applied research scientists, product managers and quality engineers to produce quality software.
- Contribute to the implementation of tools to facilitate LLMs evaluation and perform model / error analysis.
- Potentially write research papers in collaboration with our Research Group, to be published to the most notorious AI Conferences.
- Work with product owners to understand detailed requirements and own your code from design, implementation, testing and delivery of high-quality & high-impact solutions to our users.
To be successful in this role you have:
- 4+ years of relevant experience with a Bachelor's degree; or a PhD with no experience; or equivalent work experience.
- Solid expertise in Python.
- Solid Machine Learning / Deep Learning theoretical knowledge and hands-on experience.
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