Tech Stack
AzureLinuxPythonSQL
About the role
- Lead the use of data to inform and optimize marketing strategies, customer engagement and business decisions.
- Develop and manage machine learning models and build tools that enable data-driven decision-making.
- Explore and integrate new internal and external data sources to improve model performance.
- Conduct rigorous data analysis to uncover trends, patterns, and actionable insights.
- Build and refine data models to support marketing strategy, customer segmentation, and campaign optimization.
- Engineer features and select variables to enhance model performance and scalability.
- Build scalable tools and applications using Python, R, SQL, and Linux environments.
- Lead medium-complexity projects from planning to execution using effective project planning techniques.
- Collaborate with cross-functional teams to implement models and translate insights into actionable business strategies.
- Communicate analytical findings clearly to technical and non-technical stakeholders.
- Begin mentoring junior data scientists; role includes no direct supervisory duties.
Requirements
- Bachelor’s degree in Data Science , Computer Science, Statistics, or a related field.
- 3–5 years of experience in data science, machine learning or analytics.
- Proficiency in Python or R or both.
- Strong understanding of data modeling and data analytics techniques.
- Experience building scalable tools and applications using Python, R, SQL, and Linux environments.
- Familiarity with Azure ML Studio or similar platforms.
- Experience working with insurance industry data or marketing analytics use cases.
- Ability to lead medium-complexity projects and mentor junior data scientists.
- Candidate(s) offered this position will be required to submit to a background investigation.
- Allstate generally does not sponsor individuals for employment-based visas for this position.
ATS Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
data analysismachine learningdata modelingdata analyticsfeature engineeringPythonRSQLLinuxproject planning
Soft skills
collaborationcommunicationmentoring