- Are comfortable working with large-scale LLMs in the 10s to 100s of billions of parameters.
- Have solid ML and RL software engineering and scientific research skills.
- Have produced novel research related to fine-tuning LLMs or improving upon pre-trained LLMs.
- Have specialized expertise in topics like fine-tuning, RLHF, LLM tool-use, etc.
- Are passionate about getting your work into the hands of real users and - more broadly - democratizing access to modern AI technology.
- Are motivated by working on LLM research that - contrary to the general trend in the field - will be disclosed to the public.
- Have strong communication skills and a desire to work on a small, fast-paced team.
- Keeping up to date with the research literature and thinking beyond the state of the art to address the needs of our users.
- Developing and implementing methods that extend and improve model capabilities, reliability, and safety.
- Rigorously evaluating these methods, communicating the results of your findings, and putting those that are useful into production.
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GenAI Research Scientist - San Francisco, CA, United States - Databricks Inc.
Description
Founded in late 2020 by a small group of machine learning researchers, Mosaic AI enables companies to create state-of-the-art AI models from scratch on their own data. From a business perspective, Mosaic AI is committed to the belief that a company's AI models are just as valuable as any other core IP, and that high-quality AI models should be available to all. From a scientific perspective, Mosaic AI is committed to reducing the cost of training state-of-the-art models - and sharing our knowledge about how to do so with the world - to allow everyone to innovate and create models of their own.
Now part of Databricks since July 2023 as the GenAI Team, we are passionate about enabling our customers to solve the world's toughest problems by building and running the world's best data and AI platform. We leap at every opportunity to solve technical challenges, striving to empower our customers with the best data and AI capabilities.
Job Description
As a Research Scientist on the GenAI Team at Databricks, you will be responsible for keeping up with the latest developments in deep learning and advancing the scientific frontier by creating new techniques that go beyond the state of the art. You will work together on a collaborative team of researchers with diverse backgrounds and technical training. And most importantly, you will love our customers: our goal is to make our customers successful when they train large models, and we encode our scientific expertise into our products to make that possible.
You might be a good fit if you...
A PhD is NOT required for this role. We are open to hiring candidates with bachelor's and master's degrees and to new graduates. We are open to hiring candidates who are currently in "research engineer" roles at other companies.
Your Responsibilities
Please note that we also welcome our Research Scientists to work from our New York office
Local Pay Range
$166,000 — $225,000 USD
About Databricks
Databricks is the data and AI company. More than 10,000 organizations worldwide — including Comcast, Condé Nast, Grammarly, and over 50% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to unify and democratize data, analytics and AI. Databricks is headquartered in San Francisco, with offices around the globe and was founded by the original creators of Lakehouse, Apache Spark, Delta Lake and MLflow. To learn more, follow Databricks on Twitter ,LinkedIn and Facebook .
Our Commitment to Diversity and Inclusion
At Databricks, we are committed to fostering a diverse and inclusive culture where everyone can excel. We take great care to ensure that our hiring practices are inclusive and meet equal employment opportunity standards. Individuals looking for employment at Databricks are considered without regard to age, color, disability, ethnicity, family or marital status, gender identity or expression, language, national origin, physical and mental ability, political affiliation, race, religion, sexual orientation, socio-economic status, veteran status, and other protected characteristics.
Compliance
If access to export-controlled technology or source code is required for performance of job duties, it is within Employer's discretion whether to apply for a U.S. government license for such positions, and Employer may decline to proceed with an applicant on this basis alone.
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