Senior Data Scientist
Remote (USA), United States
Summary
Designs, develops and programs methods, processes, and systems to consolidate and analyze unstructured, diverse “big data” sources to generate actionable insights and solutions for client services and product enhancement. Interacts with product and service teams to identify questions and issues for data analysis and experiments. Develops and codes software programs, algorithms and automated processes to cleanse, integrate and evaluate large datasets from multiple disparate sources. Identifies meaningful insights from large data and metadata sources; interprets and communicates insights and findings from analysis and experiments to product, service, and business managers.Job Description
Responsibilities
Develop leading edge predictive models on data from multiple insurance companies
Perform all functions required to build and evaluate models end to end including:
Data Preparation
External data research and acquisition
Data profiling and harmonization across carriers
Feature development
NLP/ML modeling
Model validation and interpretation
Business value assessment and product pricing analyses
Additional work assignments not related to specific project work such as new feature development, external data research, providing user feedback on new products and tools under development
Qualifications
Masters or Ph.D.
Experience using statistical modeling tools such as SAS, Emblem, DataRobot, Sagemaker, Python, R; experience with Python and AWS Sagemaker preferred
FCAS or near FCAS with appropriate work experience.
7+ years of experience in an actuarial or predictive modeling role in the US or Canadian P&C industry either with a carrier or consulting firm
Experience with P&C policy administration and claims processing concepts
Experience working with Guidewire ClaimCenter and/or PolicyCenter data preferred
Expert SQL skills
Passion for solving complex data problems
Experience and skill in communicating insights to both technical and non-technical personnel at all levels of the organization
Strong customer orientation and ability support sales conversations with customers
Ability to plan and carry out projects with minimal direction, yet a team player
Self-motivated and detail-oriented
Disability Accommodations and Guidewire’s Appeals Process. Guidewire provides accommodations to the hiring process to create a fair opportunity for candidates with disabilities to contend for open positions. Accommodation requests should be directed to Accommodations@guidewire.com. If things do not go as hoped, we invite you to use our appeals process. Guidewire promises to independently review any denied accommodation and any decision not to offer you the position. The appeals process is the same in either case. Within five business days of receiving a notice of denial of an accommodation, or receiving a notice of your non-selection for a vacancy, e-mail Accommodations@guidewire.com to make an appeal. Guidewire will assign a new decision-maker to review the request and/or hiring decision, who will then notify you in writing of a decision within 10 business days.
About Guidewire
Guidewire is the platform P&C insurers trust to engage, innovate, and grow efficiently. We combine digital, core, analytics, and AI to deliver our platform as a cloud service. More than 540+ insurers in 40 countries, from new ventures to the largest and most complex in the world, run on Guidewire.
As a partner to our customers, we continually evolve to enable their success. We are proud of our unparalleled implementation track record with 1600+ successful projects, supported by the largest R&D team and partner ecosystem in the industry. Our Marketplace provides hundreds of applications that accelerate integration, localization, and innovation.
For more information, please visit www.guidewire.com and follow us on Twitter: @Guidewire_PandC.
Guidewire Software, Inc. is proud to be an equal opportunity and affirmative action employer. We are committed to an inclusive workplace, and believe that a diversity of perspectives, abilities, and cultures is a key to our success. Qualified applicants will receive consideration without regard to race, color, ancestry, religion, sex, national origin, citizenship, marital status, age, sexual orientation, gender identity, gender expression, veteran status, or disability. All offers are contingent upon passing a criminal history and other background checks where it's applicable to the position.
Job Profile
Fully remote
Benefits/PerksBenefits Bonus Disability accommodations Equity Fully remote Inclusive workplace
Tasks- Assess business value and product pricing
- Build and evaluate models end-to-end
- Code algorithms and automated processes
- Communicate findings to stakeholders
- Develop
- Develop features and validate models
- Develop predictive models
- Identify insights from large datasets
- Perform data preparation and research
- Plan and execute data projects
- Research external data sources
- Support sales and customer interactions
AI Analytics AWS Consulting Data analysis Data preparation Data Profiling Go Guidewire Implementation Insurance Integration NLP Organization Policy Predictive Modeling Python Research Sagemaker Sales SQL Training Writing
Experience7+ years
Education TimezonesAmerica/Anchorage America/Chicago America/Denver America/Los_Angeles America/New_York Pacific/Honolulu UTC-10 UTC-5 UTC-6 UTC-7 UTC-8 UTC-9