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2024 Machine Learning Engineer Summer Intern

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Guidewire

Oct 31, 2023

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Data
  • San Francisco

Requirements

  • Currently pursuing (or just finished) bachelor's or master's (graduating in 2024-2025) studies in a Computer Science, Engineering, Mathematics, or related field.
  • Demonstrate knowledge of:
  • Python coding, in particular, data manipulation
  • Ability to work independently on a project and as part of a team.
  • Define, model, and solve real-world, ambitious, insurance problems using various data-driven approaches
  • Design and implement tools and frameworks to be used across various machine learning and data science teams
  • A strong desire to help build components of our Machine Learning platform that will be used by internal and external Guidewire customers.
  • Preferred Qualifications:
  • Operational knowledge of Git, Docker, Linux.Strong understanding of various Transformer model architectures (decoder only, Encoder-Decoder, Encoder Only).
  • Ability to discuss trade-offs and perform independent research
  • Knowledge of Amazon AWS services such as EC2, EMR, S3, SageMaker, EKS.
  • Other types of things that we like to cultivate:
  • Curiosity based on genuine love of technology and analytics
  • Accountability based on an earnest desire to do what is expected without prompting

Responsibilities

  • Guidewire is offering a 3-month internship in the Guidewire Analytics team. The internship is designed to give an opportunity to work in a real-world business environment, and to take responsibility for a specific data project that has the potential to provide real value to our customers.
  • Our teams tackle a wide variety of interesting problems in the Property & Casualty insurance industry. On this team you will be exposed to a wide variety of problems and projects including the following:
  • Explore ways to enhance our data science on modeling processes by exploring novel techniques the creation of models that help with our classification and computational problems
  • Expand our internet-scale data listening capabilities by implementing new data sources or extending core API functionality
  • Contribute to our efforts to build out our MLOps capabilities and enhance our ability to accelerate ML development and deliver reproducible, testable, and rapidly evolving capabilities to customers
  • You will be mentored by experienced data scientists and modelers and exposed to advanced ML techniques and approaches. You will have the opportunity to learn more about the exciting world of Cybersecurity and Cyber Risk quantification. You will be writing Python code, wrangling data from a range of sources and building models.
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Guidewire

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Technology
Industry
1001-5000
Employees
2001
Founded Year

Mission & Purpose

Guidewire is a software company that provides solutions for the insurance industry. They develop and offer a range of software products and services, including core insurance platforms, data analytics tools, and digital engagement solutions. Guidewire's ultimate mission is to empower insurance companies to adapt and thrive in a rapidly changing digital landscape. Their purpose is to help insurers transform their operations, improve customer experiences, and enhance business performance through innovative and modern technology. Guidewire aims to be a trusted partner for insurance companies worldwide, delivering cutting-edge software solutions that streamline processes, enable data-driven decision-making, and drive operational efficiency. Their focus on industry-specific expertise and customer-centricity helps insurers stay competitive and agile in an evolving insurance market, ultimately leading to better outcomes for insurers and their policyholders.

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 and 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.