Travelers Data Scientists are taking the organization to the next level of intelligence by using advanced statistical techniques and machine learning algorithms. As a Manager & Sr. Data Scientist, you will build sophisticated models that solve important business problems and enhance our customer experience. This may include the use of artificial intelligence techniques to analyze imagery, text, and other unstructured data. You will employ storytelling using data to communicate insights and findings to stakeholders. This role may manage others. Business Insurance Analytics and Research team is seeking a Manager and Senior Data Scientist to lead distribution analytics initiatives. This role will involve ownership and collaboration with the National Accounts Marketing & Actuarial teams on Sales & Prospecting projects, as well as interaction with Sales Enablement teams on Middle Market & Select Salesforce prospecting initiatives. Responsibilities include hands-on modeling, advanced analytics, and close collaboration with the Data Engineering team to implement capabilities. The ideal candidate should be proficient in using various supervised and unsupervised modeling techniques to improve sales and prospecting workflows by maintaining existing models and developing new ones.
Requirements
- Advanced working knowledge of modeling/research/ analytics or actuarial required
- Advanced knowledge of multiple statistical software programs
- Ability to develop advanced models and interpret model results
- Application of advanced statistics underlying data models
- Ability to develop emerging statistical procedures to work
- Advanced knowledge in 2-3 of the following: Regression, Classification, Machine Vision, Natural Language Processing, Deep Learning and Statistical modeling.
- Heavy concentration in mathematics, including statistics and programming, business intelligence/analytics, as well as data science tools and research using large data sets.
Responsibilities
- build sophisticated models that solve important business problems and enhance our customer experience.
- use of artificial intelligence techniques to analyze imagery, text, and other unstructured data.
- employ storytelling using data to communicate insights and findings to stakeholders.
- hands-on modeling, advanced analytics, and close collaboration with the Data Engineering team to implement capabilities.
- using various supervised and unsupervised modeling techniques to improve sales and prospecting workflows by maintaining existing models and developing new ones.
- Manage portions of business or technical projects focused on the design or development of analytical solutions.
- Communicate analysis, insights, and results to team, peers, and business partners, and with guidance, tailor communication to the audience.
Other
- Masters in STEM related field or equivalent
- 5 years of related experience
- Strong grasp of value creation and business model concepts
- Be a mentor or resource for less experienced analytic talent, onboard new employees and interns, and support recruiting and talent assessment efforts.
- Support various training and skill development initiatives.
