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Job Summary:
Arity is a part of the Allstate Corporation, known for its innovative drive in the transportation sector. The Data Scientist will work with a team to derive value from extensive data, building pipelines and models to support product development and enhance driving safety through data analysis.
Responsibilities:
• Creating and deploying advanced algorithm, machine learning models and processing pipelines using a variety of libraries/tools and cutting-edge techniques
• Exploring new data sources to create novel predictors of driving risk and other insurance metrics
• Working closely with data engineers and actuaries to refine product offering
• Establishing and following data science best practices including peer review, code review, documentation, coding standards, and ensuring reproducibility and compliance
• Analyzing large amount of data sets using distributed computing frameworks
• Communicating results to key stakeholders in a clear and compelling manner
• Expanding their data science and engineering skillset through development opportunities and learning innovative tools and techniques
Qualifications:
Required:
• A Bachelor’s degree with 4+ years of industry experience, or a Master’s/PhD with 2+ years of experience as a Data Scientist or Machine Learning Scientist. More qualified candidates will be considered for a more senior position.
• 4 or more years of experience applying data science and analytics techniques to solve business problems.
• Strong programming skills in Python and Spark/SQL (or equivalent big data tools), with experience in: Large-scale data processing, Production-level engineering for ML solutions and cloud platforms (e.g., GCP, AWS, Azure)
• Ability to translate complex product requirements into well-defined analytical problems and deliver actionable solutions.
• Strong communication skills, with the ability to explain technical concepts and data insights to stakeholders with varying levels of expertise.
• Detail-oriented, double checks data/work against expectations, and takes pride in good documentation
• An innate curiosity and ability to learn new techniques and technologies
Preferred:
• Insurance industry experience is desired but not required.
Company:
Arity is a insights technology company focusing on revolutionizing transportation by using data & predictive analytics to evaluate risk. Founded in 2014, the company is headquartered in Chicago, Illinois, USA, with a team of 201-500 employees. The company is currently Growth Stage.