MLOps Engineer
$71.6kCrum & Forster
Crum & Forster Company Overview Crum & Forster (C&F) provides market leading property & casualty, accident & health, specialty and standard commercial lines insurance solutions. A true underwriting company, we have a 200-year history of helping our customers manage risk with laser-focused expertise, integrity and discipline. Our people are empowered to make decisions and problem-solve with you smartly and swiftly. Our annual gross written premium is 6.2 billion. C&F enjoys a financial strength rating of "A+" (Superior) by AM Best.
Our most valuable asset is our people. We have 3000 employees, and locations throughout the United States and India. With our employee-first focus, the Company is consistently recognized as a great place to work, earning multiple workplace and wellness awards, including the Great Place to Work® Award, Fortune 100 Best Companies to Work For, Fortune Best Workplaces for Parents, Fortune Best Workplaces for Millennials, and many others. C&F is part of Fairfax Financial Holdings. For more information about C&F, please visit our website: Job Description The MLOps Engineer will contribute to a long-term technology project to develop decision-ready underwriting data and insights within short time durations of receiving a submission. The project seeks to unify different human/digital workflows and technology stacks under a single umbrella. The MLOps contribution to the project will relate to developing ML models, refactoring and optimizing existing ML models, and affecting model life cycle management around project components that use prebuilt AI. The initial phase of project will likely span roughly six months with potential for engagements with the contractor in subsequent phases. What You Will Do:
Our most valuable asset is our people. We have 3000 employees, and locations throughout the United States and India. With our employee-first focus, the Company is consistently recognized as a great place to work, earning multiple workplace and wellness awards, including the Great Place to Work® Award, Fortune 100 Best Companies to Work For, Fortune Best Workplaces for Parents, Fortune Best Workplaces for Millennials, and many others. C&F is part of Fairfax Financial Holdings. For more information about C&F, please visit our website: Job Description The MLOps Engineer will contribute to a long-term technology project to develop decision-ready underwriting data and insights within short time durations of receiving a submission. The project seeks to unify different human/digital workflows and technology stacks under a single umbrella. The MLOps contribution to the project will relate to developing ML models, refactoring and optimizing existing ML models, and affecting model life cycle management around project components that use prebuilt AI. The initial phase of project will likely span roughly six months with potential for engagements with the contractor in subsequent phases. What You Will Do:
- Fill gaps in org's ML modeling footprint
- Retrofit and refactor existing ML models to meet project SLAs
- Advise data team on extraction and contribute software components where needed
- Work with data team on gating and readiness indicators to support digital workflow
- Develop process level controls to monitor and mitigate project risks such as drift
- Bachelor's degree in actuarial science, data science, mathematics, or statistics or equivalent experience
- Demonstrated ability with:
- R or or Python;
- Excel;
- SQL;
- GIS technology such as ArcGIS or Leaflet;
- Presentation technology such as PowerPoint;
- Logistic and multivariate regression;
- Data wrangling;
- Tree-based methods
- Competitive compensation package
- Generous 401K employer match
- Employee Stock Purchase plan with employer matching
- Generous Paid Time Off
- Excellent benefits that go beyond health, dental & vision. Our programs are focused on your whole family's wellness, including your physical, mental and financial wellbeing
- A core C&F tenet is supporting your career development, so we provide a wealth of ways for you to keep learning, which may include tuition reimbursement, industry-related certifications and professional training to keep you progressing on your chosen path
- A dynamic, ambitious, fun and exciting work environment
- We believe you do well by doing good and want to encourage a spirit of social and community responsibility, matching donation program, volunteer opportunities, and an employee-driven corporate giving program that lets you participate and support your community
Vacancy posted 4 days ago
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