Talent.com
Data Scientist - Insurance Modeling
Data Scientist - Insurance ModelingAllstate Insurance • Chicago, IL, United States
Data Scientist - Insurance Modeling

Data Scientist - Insurance Modeling

Allstate Insurance • Chicago, IL, United States
[job_card.30_days_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

At Allstate, great things happen when our people work together to protect families and their belongings from life's uncertainties. And for more than 90 years our innovative drive has kept us a step ahead of our customers' evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.

Job Description

Analytics is responsible for aligning with and contributing to corporate growth and profitability objectives by providing expert guidance, influencing business strategies, executing flawlessly, and rigorously defending our work.

This position will work on the Product Modeling & Decision Science (PMDS) team as a part of the broader Auto & Home Analytics department. The PMDS team develops and maintains models used in ratemaking, economic analysis and underwriting. They also develop best practices and support enhancements to processes supporting major initiatives and the adaptation of models / major initiatives to state specific implementations. Data Scientists will utilize various statistical modeling techniques to support the creation of models, will educate business partners on the use of these models and will participate in innovative work to continually improve rating plan sophistication (such as the incorporation of telematics data) and decision-making support.

The Auto & Home Analytics Department supports pricing of personal insurance lines of business utilizing accepted actuarial and statistical standards and methodologies. Data Scientists work closely with their Analytics Manager to support business goals. Support will be provided for those who seek the Certified Specialist in Predictive Analytics (CSPA) credential.

Key Responsibilities :

  • Uses best practices and traditional statistical / modeling techniques to develop and maintain rating, economic and other models as necessary and in consideration of the business goals of the model
  • Provide tools, educate and support state teams in the implementation of models and other decision-making support
  • Follows appropriate analyses to be conducted for projects to make recommendations to achieve corporate goals
  • With minimal direction plans, implements, manages, and / or contributes on projects that are up to moderate complexity and are small-to moderate scale using accepted project management standards
  • Forecasts short-term and long-term deliverables with assistance
  • Tracks own plan performance and project timeline and communicates and presents project status
  • Ensures project controls are in place throughout the lifecycle of the project within own tasks
  • Supports the development / design of new plans, programs, processes, products up to moderate complexity
  • Assists in the development of communication strategies and materials to support new plans, programs, processes, products; solicits input from stakeholders
  • Participates in the evaluation of procedures and processes regularly and makes observations or suggests improvements
  • Contributes to market share growth and profitability by recommending changes to products, pricing, risk management
  • Understands standard market specific implications of business strategies
  • Assures proper execution of regulatory / legislative practices for Product Management
  • Understands and follows internal and external compliance requirements / standards
  • Trains / coaches team members or peers and actively shares expertise with peers

Job Qualifications

  • Bachelor's degree - preferably in related field of study such as finance, math / applied math, statistics / applied statistics, economics
  • Proven insurance business knowledge - for example, understands economics of insurance, familiarity with personal lines ratemaking and rating plans, etc.
  • Several years of experience working in personal or commercial lines of insurance
  • Aptitude and strong interest in statistical modeling techniques such as linear regression, logistic regression, GLM, GAM, GBM, etc. - some modeling experience is helpful but not required
  • Standard knowledge in the use of data sources and applications to conduct research
  • Strong technical aptitude, such as programming experience with Python, R, SAS, or SQL required.
  • Working knowledge of insurance regulation and related business constraints
  • Has an understanding of current industry and professional standards / environment to impact decisions and indicate requirements
  • Can analyze data and review analysis from others and identify and resolve basic data issues
  • Intermediate computer proficiency in Microsoft Office
  • Possesses working knowledge of policies and procedures in management or other technical fields
  • Strong written and verbal communication skills including the ability to effectively collaborate with multi-disciplinary groups and all organizational levels
  • High level organizational and project management skills in order to handle multiple concurrent assignments in a timely manner and to monitor processes throughout a team or department
  • Strong decision-making skills
  • Works effectively in a team environment
  • #LI-JB1

    Skills

    Analytics, Decision Sciences, Predictive Analytics, Predictive Modeling, R Programming

    Compensation

    Compensation offered for this role is $76,200.00 - 134,550.00 annually and is based on experience and qualifications.

    The candidate(s) offered this position will be required to submit to a background investigation.

    Joining our team isn't just a job - it's an opportunity. One that takes your skills and pushes them to the next level. One that encourages you to challenge the status quo. One where you can shape the future of protection while supporting causes that mean the most to you. Joining our team means being part of something bigger - a winning team making a meaningful impact.

    Allstate generally does not sponsor individuals for employment-based visas for this position.

    Effective July 1, 2014, under Indiana House Enrolled Act (HEA) 1242, it is against public policy of the State of Indiana and a discriminatory practice for an employer to discriminate against a prospective employee on the basis of status as a veteran by refusing to employ an applicant on the basis that they are a veteran of the armed forces of the United States, a member of the Indiana National Guard or a member of a reserve component.

    For jobs in San Francisco, please click " here " for information regarding the San Francisco Fair Chance Ordinance.

    For jobs in Los Angeles, please click " here " for information regarding the Los Angeles Fair Chance Initiative for Hiring Ordinance.

    To view the "EEO is the Law" poster click " here ". This poster provides information concerning the laws and procedures for filing complaints of violations of the laws with the Office of Federal Contract Compliance Programs

    To view the FMLA poster, click " here ". This poster summarizing the major provisions of the Family and Medical Leave Act (FMLA) and telling employees how to file a complaint.

    It is the Company's policy to employ the best qualified individuals available for all jobs. Therefore, any discriminatory action taken on account of an employee's ancestry, age, color, disability, genetic information, gender, gender identity, gender expression, sexual and reproductive health decision, marital status, medical condition, military or veteran status, national origin, race (include traits historically associated with race, including, but not limited to, hair texture and protective hairstyles), religion (including religious dress), sex, or sexual orientation that adversely affects an employee's terms or conditions of employment is prohibited. This policy applies to all aspects of the employment relationship, including, but not limited to, hiring, training, salary administration, promotion, job assignment, benefits, discipline, and separation of employment.

    [job_alerts.create_a_job]

    Data Scientist • Chicago, IL, United States

    [internal_linking.related_jobs]
    Data Modeler Claims Modeling exp also must || W2 Only || Remote ||

    Data Modeler Claims Modeling exp also must || W2 Only || Remote ||

    Xlysi • Chicago, Illinois, USA
    [filters.remote]
    [job_card.full_time]
    Data Modeler - Claims Modeling exp also must.As a Data Modeler specializing in Azure you will be responsible for designing implementing and maintaining both relational and non-relational data model...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Travel Nurse RN - Intensive Care Unit (ICU) / Critical Care - $2,820 per week in Zion, IL

    Travel Nurse RN - Intensive Care Unit (ICU) / Critical Care - $2,820 per week in Zion, IL

    TravelNurseSource • Zion, IL, US
    [job_card.full_time] +1
    TravelNurseSource is working with Lancesoft Inc to find a qualified ICU / Critical Care RN in Zion, Illinois, 60099!.Minimum 3 years' experience required. References from most recent assignment within...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Remote Data Scientist (Kaggle-Grandmaster) - AI Trainer ($56-$77 per hour)

    Remote Data Scientist (Kaggle-Grandmaster) - AI Trainer ($56-$77 per hour)

    Mercor • Tinley Park, Illinois, US
    [filters.remote]
    [job_card.full_time]
    Role Description • • Mercor is hiring on behalf of a leading AI research lab to bring on a highly skilled • •Data Scientist • • with a • •Kaggle Grandmaster profile. In this role, you will transform compl...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Lead Data Scientist, Cat Foresight

    Lead Data Scientist, Cat Foresight

    Caterpillar • Chicago, Illinois, USA
    [job_card.full_time] +1
    Your Work Shapes the World at Caterpillar Inc.When you join Caterpillar yourejoining a global team who cares not just about the work we do but also about each other. We are the makers problem solve...[show_more]
    [last_updated.last_updated_1_day] • [promoted]
    Lead Data Scientist

    Lead Data Scientist

    TransUnion • Chicago, Illinois, USA
    [job_card.full_time]
    TransUnions Job Applicant Privacy Notice.Personal Information We Collect.At TransUnion we have a welcoming and energetic environment that encourages collaboration and innovation were consistently ...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Ld Data Scientist

    Ld Data Scientist

    Medline Industries - Transportation & Operations • Northbrook, Illinois, United States
    [job_card.full_time]
    Job Summary Medline is seeking a lead data scientist for its Mpower team, responsible for building an AI driven supply chain optimization and resiliency product. As a Lead Data Scientist on the Mpow...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Data Scientist (AWS Bedrock)

    Data Scientist (AWS Bedrock)

    VeeRteq Solutions Inc. • Chicago, IL, United States
    [job_card.full_time]
    [filters_job_card.quick_apply]
    Job Title : Data Scientist AWS Bedrock Location : Chicago, IL About the Role We are seeking a highly skilled Data Scientist with ...[show_more]
    [last_updated.last_updated_variable_days]
    Healthcare Data Scientist 10 / 15 / 2025, 4 : 24 : 24 AM

    Healthcare Data Scientist 10 / 15 / 2025, 4 : 24 : 24 AM

    Builtin Integration Sandbox • Chicago, Illinois, United States
    [job_card.full_time]
    We deliver the most advanced and flexible learning experience for certification, credentialing, test prep, continuing education, and training. Our cloud-based learning platform helps training organi...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Lead Data Modeler

    Lead Data Modeler

    Peer Consulting Resources Inc. • Lansing, Illinois, USA
    [job_card.full_time]
    The end-client is seeking an experienced Data Modeler with strong expertise in Teradata and Erwin Data Modeler.The selected candidate will design develop and maintain enterprise data models that s...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Strategic Data Scientist - ML, GenAI & Big Data Modeling

    Strategic Data Scientist - ML, GenAI & Big Data Modeling

    BMO Financial Group • Chicago, IL, US
    [job_card.full_time]
    A leading financial institution in Chicago is looking for a Data Scientist to utilize advanced analytical algorithms to deliver data-driven business solutions. The successful candidate will have a P...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Data Scientist (LLM) Team Lead (Hybrid)

    Senior Data Scientist (LLM) Team Lead (Hybrid)

    AbbVie • North Chicago, Illinois, USA
    [job_card.full_time]
    Conceive design and implement new business technology solutions that solve significant scientific or business problems through the integration visualization and analysis of large and complex data.G...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Data Scientist (Remote)

    Data Scientist (Remote)

    Scale AI • Chicago, Illinois, United States
    [filters.remote]
    [job_card.full_time]
    Join a global community of talented professionals to shape the future of AI.Earn up to $15 USD / hr and additional rewards based on quality of submission. Outlier is committed to improving the intelli...[show_more]
    [last_updated.last_updated_variable_hours] • [promoted] • [new]
    Data Scientist

    Data Scientist

    Logicmatrix Ai • Chicago, Illinois, United States
    [job_card.full_time]
    Minimum 5 years of experience is required.You are a mid-level data scientist with 3+ years of experience in Python.You have expertise in machine learning and data analysis.Develop and implement mac...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Senior Data Scientist, Consumer Insights (Remote)

    Senior Data Scientist, Consumer Insights (Remote)

    Reddit, Inc. • Chicago, Illinois, United States
    [filters.remote]
    [job_card.full_time]
    A leading social media platform seeks a Senior Data Scientist to drive product strategy and mentor junior data scientists. The role involves deep data analyses and collaboration across teams in a fa...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Staff Data Scientist

    Staff Data Scientist

    GE HealthCare • Chicago, Illinois, USA
    [job_card.full_time]
    Womens Health and X-ray is pursuing a strategic initiative to unlock incremental revenue through the development of Digital SaaS solutions. These innovative applications will be layered onto the exi...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Clinical Modeling & Analytics Innovation Scientist - Urgently Hiring!

    Clinical Modeling & Analytics Innovation Scientist - Urgently Hiring!

    Astellas • Northbrook, IL, United States
    [job_card.full_time]
    Do you want to be part of an inclusive team that works to develop innovative therapies for patients? Every day, we are driven to develop and deliver innovative and effective new medicines to patien...[show_more]
    [last_updated.last_updated_30]
    Machine Learning Engineer / Data Scientist

    Machine Learning Engineer / Data Scientist

    Contrast AI Inc. • Chicago, IL, United States
    [job_card.full_time]
    Machine Learning Engineer / Data Scientist.Contrast is building the future of healthcare – where artificial intelligence, automation technology, and electronic healthcare records converge to revoluti...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Principal Data Scientist - Payment

    Principal Data Scientist - Payment

    Early Warning • Chicago, IL, US
    [job_card.full_time]
    Join to apply for the Principal Data Scientist - Payment role at Early Warning At Early Warning, we've powered and protected the U. Zelle, Paze?, and so much more.As a trusted name in payments, w...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]