Full-Time

Senior 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

$160k - $175kAnnually

Senior

San Mateo, CA, USA

Hybrid position based in San Mateo, CA.

Category
Data Science
Data & Analytics
Required Skills
Redshift
Python
Airflow
Data Science
SQL
AWS
Pandas
Requirements
  • PhD or MS degree in Computer Science, Applied Mathematics, Statistics, Engineering, or similar quantitative disciplines.
  • Mastery in developing and maintaining end-to-end data and modeling pipelines using AWS Glue, Airflow, and Sagemaker.
  • Strong programming skills in Python and fluency in data manipulation(SQL, pandas, pyspark) and Machine Learning(Scikit-learn, statsmodel, XGBoost and etc) tools.
  • Experience working with AWS (or similar) tools/services like Athena, S3, EC2, Redshift, etc.
  • 5+ years of experience in statistical data analysis, feature engineering, predictive modeling, and data visualization
  • 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).
  • 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 deploy for production 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.
  • 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 Software 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 integration of digital tools, core systems, analytics, and artificial intelligence, enabling insurers to modernize and stay competitive. The company's goal is to empower P&C insurers to enhance their workflows and customer experiences.

Company Stage

IPO

Total Funding

$24.1M

Headquarters

San Mateo, California

Founded

2001

Growth & Insights
Headcount

6 month growth

2%

1 year growth

6%

2 year growth

6%
Simplify Jobs

Simplify's Take

What believers are saying

  • Guidewire's partnerships and integrations, such as with CLARA Analytics and VIP Software, enhance their platform's capabilities and offer clients advanced AI-driven solutions.
  • The company's strategic investments, like backing Indico Data, demonstrate a commitment to innovation and expanding their technological ecosystem.
  • Clients like United Heritage Insurance and MEMIC selecting Guidewire to modernize their operations highlight the company's role in driving digital transformation in the insurance industry.

What critics are saying

  • The competitive landscape in insurance technology is intense, with numerous players vying for market share, which could impact Guidewire's growth.
  • Dependence on the P&C insurance sector makes Guidewire vulnerable to industry-specific downturns or regulatory changes.

What makes Guidewire unique

  • Guidewire focuses exclusively on the P&C insurance industry, providing specialized solutions that cater specifically to the unique needs of this sector.
  • Their SaaS model ensures a steady stream of recurring revenue, allowing for continuous innovation and customer support.
  • Guidewire's strong track record with 1,600 successful implementations and multiple industry awards, including XCelent Awards and a strong position in Gartner's Magic Quadrant, underscores their reliability and industry leadership.

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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