
Website State Farm
Job Description:
As a Machine Learning Engineer, you will play in integral role within State Farm for helping build and support advanced analytic solutions that are used across the enterprise. Machine Learning Engineers are responsible for helping deploy data science solutions, build solutions that optimize analytic workflows, and assisting with analytic research requests. With this role, your work will help increase use of advanced analytics for decision making throughout the company.
Job Responsibilities:
- Being part of Enterprise Data & Analytics (EDA) department at State Farm will help facilitate your professional growth across multiple development areas.
- First, you will strengthen your communication skills through interactions with key business partners that require you to articulate technical concepts in a non-technical way.
- Additionally, the variety of projects that you work on will allow you to refine your knowledge for advanced analytic topics, software development practices, and tool development for use by the department.
- Finally, to help keep your skills sharp, this role includes an opportunity for practical research and continued professional development with opportunities to learn and leverage cutting edge tools and many different programming languages.
Job Requirements:
- Familiarity with algorithms associated advanced analytic topics, including GLMs, Tree-based models, Neural Network frameworks and Natural Language Processing
- Demonstrated understanding of software engineering topics, including classes, functions, version control, CI/CD, and unit tests
- Completed Bachelors, other advanced degrees, and 2+ years’ experience in a computer science or technology related field such as DevOps engineering, software engineering, or developer
- Proficiency with Python 3+, including Pandas, Numpy, Scipy, Scikit-learn, tensorflow, h2o, pyspark , and Flask
Qualification & Experience:
- Focus on change management and process improvements
- Monitors, effectiveness of current technologies, and collaborates with business partner on way to simplify, enhance, and improve systems and processes
- Experience deploying models for batch, synchronous, and/or asynchronous consumption
- Experience with gathering and creating analytic business requirements, researching potential data sources (both internal and external sources), designing, developing and maintaining data assets
Job Details:
Company: State Farm
Vacancy Type: Full Time
Job Location: Bloomington, IL, US
Application Deadline: N/A
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