Senior Machine Learning Engineer - Data Engineer
Progressive InsuranceJob Overview
Join Progressive Insurance as a Senior Machine Learning Engineer/Data Engineer, where you will be a pivotal part of our Claims IT team. This role involves developing and deploying machine learning platform solutions to enhance our machine learning operations. You will be tasked with using data-focused software engineering skills and a variety of programming languages, primarily Python, to solve complex problems and implement innovative solutions.
Responsibilities
- Develop and deploy machine learning platforms using cloud services and resources.
- Build and manage data pipelines to support Data Science models.
- Enable efficient access to multiple data sources.
- Support the packaging and deploying of new or updated models to production.
- Create infrastructure necessary for model training.
- Work with technologies such as AWS (S3, EC2), Unix/Shell scripting, Bash, Hadoop, Snowflake, Tecton, Terraform, Docker, and more.
- Utilize parallel computing and data manipulation tools like Ray, Dask, Prefect, Spark, and SQL.
- Implement CI/CD automation using tools like Jenkins or Azure DevOps.
Qualifications
- Bachelor's Degree or higher in Information Technology or related field.
- Minimum of one year of relevant work experience, or two years in lieu of a degree.
- Strong proficiency in Python and experience with cloud services integration.
- Experience with deployment of machine learning models for real-time use cases.
- Understanding of machine learning algorithms and high volume real-time data streams.
Benefits
Progressive offers a comprehensive benefits package including but not limited to:
- 401(k) with dollar-for-dollar company match up to 6%.
- Medical, dental, and vision insurance, including free preventative care.
- Wellness and mental health programs.
- Health care flexible spending accounts and health savings accounts.
- Life insurance, paid time off, and more.
Why Join Us?
Progressive has been recognized as a 2024 Top Workplace for Innovation, Purposes & Values, Work-Life Flexibility, Compensation & Benefits, and Leadership. We are committed to diversity, inclusion, and creating a workplace where all employees can thrive. Join us and be part of a company that values innovation and is dedicated to making a difference.
Benefits Extracted with AI
- 401(k) with company match up to 6%
- Medical, dental & vision insurance
- Free preventative care
- Wellness & mental health programs
- Health care flexible spending accounts
- Health savings accounts
- Life insurance
- Paid time off
- Sick leave
- Short & long-term disability
- Parental & family leave
- Military leave & pay
- Diverse & inclusive culture
- Career development & tuition assistance
- Onsite gym & healthcare at large locations
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