Senior Data Scientist, Machine Learning

4 weeks ago

Belfast, United Kingdom Allstate Insurance Company Full time

About the Role

Data, Discovery, and Decision Science (D3) is the research and analytics organization at Allstate Insurance Company. In D3, you'll be surrounded by 360+ tenacious and intellectually curious colleagues in an inclusive culture that encourages you to take risks, challenge the status quo and shape the future for the greater good. We are solving some of today's most complicated analytics problems, making the lives of our Allstate colleagues easier and more productive, and driving our mission to deliver targeted insurance solutions to our customers.

This role is responsible for leading the use of data to make decisions. This includes: the development and execution of new machine learning predictive modeling algorithms, the coding/development of tools that use machine learning/predictive modeling to make business decisions, searching for and integrating new data (both internal and external) that improves our modeling and machine learning results (and ultimately our business decisions), and discovery of solutions to business problems that can be solved through the use of machine learning/predictive modeling. This role will also manage projects of medium complexity.

Key Responsibilities
  • Uses best practices to develop statistical, machine learning techniques to build models that address business needs and to improve the accuracy of our data and data-driven decisions.
  • Collaborates with the team and works on data and business problems in order to improve the effectiveness of business decisions and business results through designing, building, and partnering to implement machine learning/predictive models.
  • Identifies languages and tools that can bring efficiencies or needed techniques to the team.
  • Utilizes effective project planning techniques to break down moderately complex machine learning/predictive modeling and/or development projects into tasks and ensure deadlines are kept.
Essential Skills
  • All candidates must demonstrate they have a legal right to work in the UK for employment at Allstate Insurance Company.
  • 3+ years' experience in a related field working with data science techniques such as GBMs, ensemble forests, GLMs, deep learning or graph mining in industry or postgraduate experience.
  • 2+ years of proven experience in leading or managing data science / machine learning projects.
  • Experience leading technical projects.
Desirable Skills
  • Proven experience implementing data science solutions into production systems.
  • A degree of any level in a quantitative field such as mathematics, physics or computer science with classification of 2.

What We Offer

As Digital DNA's Workplace of the Year 2020 & 2022 winners, we offer a generous benefits package that includes flexible annual leave entitlement, dental and healthcare insurance, an attractive pension package and discounts on gym memberships, public transport and parking.

Allstate invests heavily in your development, as an employee you will have access to multiple world-class learning platforms and courses from our award-winning in-house Learning & Development team.

We pride ourselves in providing clear career paths and opportunities for internal mobility allowing you to further develop within the organisation.

We encourage a better work life balance and you'll have the opportunity to apply for various flexible working arrangements.

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