Full-Time

Lead Data Scientist

Posted on 11/7/2024

Guidewire

Guidewire

1,001-5,000 employees

Software platform for P&C insurance industry

Fintech
AI & Machine Learning
Financial Services

Compensation Overview

$141k - $198kAnnually

Senior

San Mateo, CA, USA

Hybrid position based in San Mateo, CA.

Category
Data Science
Data Engineering
Data & Analytics
Required Skills
Python
Data Science
R
SQL
Databricks
Requirements
  • PhD or MS degree in Applied Mathematics, Statistics, Engineering, or similar quantitative disciplines.
  • Mastery of deep learning non-parametric models, clustering, anomaly detection, and interpretability.
  • 7+ years of experience in statistical data analysis, feature engineering, data visualization, and hypotheses testing.
  • True passion for leading, inspiring, mentoring, and attracting world-class colleagues.
  • Experience working with different types of datasets (e.g., unstructured, semi-structured, with missing information).
  • Proficiency in Python or R, and SQL.
  • Experience working with tools such as AWS Athena, Databricks, Apache Airflow, etc.
  • Excellent written and verbal communication skills.
  • Ability to think critically and creatively in a dynamic environment, while picking up new tools and domain knowledge along the way.
  • A positive attitude and a growth mindset.
Responsibilities
  • Develop, calibrate, validate, and stress test probabilistic cyber risk models for the (re)insurance and financial services markets.
  • Develop and implement methodologies to quantify the financial impact of cyber risk on single entities as well as large insured portfolios, with a specific focus on digital/physical supply chain-related events.
  • Develop and implement tools to effectively visualize the potential impact of cyber events.
  • Explore different data sources to come up with features and assumptions to enhance our set of probabilistic risk models.
  • Integrating/automating modeling processes in our production pipeline to feed our platform.
  • Define and implement a globally consistent best practice process for data validation, feature selection, and modeling of catastrophe exposures.
  • Champion best practices to design and extend a rapid and flexible modeling framework.
  • Communicate results to internal and external stakeholders.
  • Engage and collaborate directly with clients on a deep technical level.
  • Collaborate with other leaders across the Analytics organization, including Product Management, Engineering, and Client Engagement.

Guidewire provides technology solutions specifically for the Property and Casualty (P&C) insurance industry. Their software platform helps insurers manage operations like underwriting, policy administration, billing, and claims management through a subscription-based model. What sets Guidewire apart is its exclusive focus on P&C insurance and its integration of digital tools, core systems, analytics, and AI. The company's goal is to assist insurers in modernizing their operations and staying competitive in a rapidly evolving market.

Company Stage

IPO

Total Funding

$24.1M

Headquarters

San Mateo, California

Founded

2001

Growth & Insights
Headcount

6 month growth

2%

1 year growth

5%

2 year growth

6%
Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for cloud-based solutions is driving growth for Guidewire.
  • Guidewire's Insurtech Vanguards program fosters innovation and expands market reach.
  • The trend towards digital transformation accelerates demand for Guidewire's comprehensive platforms.

What critics are saying

  • Emerging insurtech startups could erode Guidewire's market share.
  • Rapid technological advancements may outstrip Guidewire's software update capabilities.
  • Economic downturns could reduce IT spending, impacting Guidewire's revenue.

What makes Guidewire unique

  • Guidewire specializes in P&C insurance technology, offering a comprehensive software platform.
  • The company integrates AI and machine learning to enhance insurance operations.
  • Guidewire's SaaS model ensures steady recurring revenue from cloud-based services.

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Benefits

Financial: Receive market-competitive pay and incentive programs—because you deserve it! To help future-proof your income, we offer generous support through retirement savings plans.

Health & Wellness: Keep your physical and emotional health in tip-top shape with health insurance for you and your family, an employee assistance program, annual wellness reimbursement, and access to wellness resources.

Flexible Working: Work in an environment where you’ll have the freedom and trust to make an impact, with time for your life outside of work.

Downtime: Relax and kick back through our generous paid time-off programs. Make a difference in your community with three volunteer days each year. Take your own personal day of rest with My Day. We also offer ample paid leave for all new parents.

Continual Development: We encourage self-directed learning, giving you every chance to become a better version of yourself, both professionally and personally. At Guidewire, lifelong learning is here for the taking.

Career Mobility: Your career opportunities are only limited by your own imagination. Guidewire’s community is filled with chances to expand your horizons across any of our teams or worldwide locations.

INACTIVE