Head of Kaggle Research
1 miesiąc temu
About the job
As an organization, Google maintains a portfolio of research projects driven by fundamental research, new product innovation, product contribution and infrastructure goals, while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist, you'll setup large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies. From creating experiments and prototyping implementations to designing new architectures, our research scientists work on real-world problems that span the breadth of computer science, such as machine (and deep) learning, data mining, natural language processing, hardware and software performance analysis, improving compilers for mobile platforms, as well as core search and much more.
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.
Shape the future of empirical validation for AI and ML at massive scale at Kaggle We are seeking a Head of Kaggle Research role to lead and build out a new team for Kaggle, based in Warsaw, focused on driving forward the next generation of community-based benchmarking and evaluation for LLMs and GenAI. This builds off of Kaggle's strong success in the past partnering with LMSYS. We're looking for someone who can envision the next generation of tools along these lines and develop them well to become the new go-to standard for the field.
The Google Cloud AI Research team addresses AI challenges motivated by Google Cloud’s mission of bringing AI to tech, healthcare, finance, retail and many other industries. We work on a range of unique problems focused on research topics that maximize scientific and real-world impact, aiming to push the state-of-the-art in AI and share findings with the broader research community. We also collaborate with product teams to bring innovations to real-world impact that benefits our customers.
Responsibilities
- Create new paradigms for community-based benchmarking and evaluation, and bring them to reality through launched tooling. Work with the Kaggle Competitions team to run innovative competitions that produce research value and insights into AI models and methods.
- Collaborate with the Kaggle Competitions team to expand Kaggle’s competitions platform to host and run LLM Benchmarks and community evaluations. Collaborate with Google DeepMind Researchers and external researchers.
- Publish valuable research about the field of AI and Machine Learning in academic journals and on Kaggle for the knowledge of the AI ecosystem. Represent Kaggle and Google at AI industry events, conferences, and other forums.
- Manage and lead the Kaggle Research team and define Kaggle’s Research strategy. Initiate and lead projects which strengthen Kaggle’s relevance to cutting-edge ML research.
- Collaborate cross-functionally with various stakeholders.
Minimum qualifications:
- PhD degree in Computer Science, a related field, or equivalent practical experience.
- 6 years of experience with research agendas across multiple teams or projects.
- Coding experience in Python, JavaScript, R, Java, or C++.
- One or more scientific publication submission(s) for conferences, journals, or public repositories.
Preferred qualifications:
- Experience leading a team of researchers and software engineers.
- Demonstrated expertise within generative modeling (publication history, degree work, product work), and experience with language models.
- Proficiency coding in one or more data science languages, and experience working with real datasets.
- Familiarity with the space of ML competitions, Kaggle competitions, and the Kaggle platform.
- Strong communication skills and ability to collaborate across organizational boundaries and functions.
- Demonstrated expertise in benchmarking and evaluation.
Benefits:
- Health and Wellbeing (Medical, dental, and vision insurance for employees and dependents)
- Financial wellbeing (Competitive compensation, regular bonus and equity refresh opportunities)
- Flexibility and time off (Paid time off, including vacation, bereavement, jury duty, sick leave, parental leave, disability, and holidays)
- Family support and care (Fertility and growing family support, parental leave and baby bonding leave)
- Community and personal development (Educational reimbursement)
- Googley extras (Inspiring spaces to work, recharge, and collaborate with fellow Googlers)
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