Director I, Data Science

Company: Liberty Mutual Insurance
Location: Somerville
Posted on: January 26, 2023

Job Description:

Help shape the future of Data Science across Liberty!As a scientific director in the Office of Data Science (ODS), you will work in a team of data science (DS) and machine learning (ML) experts to collaborate across the enterprise and solve Liberty's most challenging data science problems.The ODS was created to provide centralized support and expertise to DS teams across the global organization. Our projects focus on key areas of interest to multiple teams: bleeding edge research and experimentation in machine learning, computer vision, and natural language processing; common tool and platform development; establishing the standards of how to deliver and measure the quality of DS work; and leading experimentation and adoption of new tools and techniques.We work on some of the most exciting projects across all of Liberty.If you are the kind of DS that likes to ask, 'how can we do better' - and impact the entire culture at a Fortune 100 company - the ODS is the place for you!As a centralized group, our project scope is vast.Possible projects include:

• Design and fine tune language models (NLP/NLU) to understand and build predictions or summaries from customer calls, claim notes, web chats, medical records, and beyond
• Detect property hazards from aerial imagery, damage from customer photos, find and read a number in a scanned document, etc., using computer vision (CV)
• Collaborate with technology partners to adopt, design, build, and/or integrate MLOps tools for the organization, ensuring they support broad DS needs, and help other DS groups adopt modern MLOps practices
• Explore the advantages and limitations of privacy-preserving ML and synthetic data, to accelerate experimentation and better protect our customers' data
• Engage in theoretical research in collaboration with top tier academic institution () to shape the future of AIResponsibilities:

• Setting the scientific strategy for many of our initiatives
• Working cross-org (and cross-functionally) to implement and scale solutions from PoC to MVP and beyond, and explain and defend the strategies to business partners.
• Applies broad knowledge of sophisticated Data Science techniques to manipulate large structured and unstructured data sets to generate insights to inform business decisions.
• Drives innovation in the application and development of tools and practices.
• Translates quantitative analyses and findings into accessible visuals for non-technical audiences, providing a clear view into interpreting the data.
• Responsible for larger components of highly complex projects.
• Guides aspects of project design as a technical expert for the team.
• Regularly engages with the data science community and leads cross functional working groups.

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