Position Details
About this role
Allstate is seeking an Applied Machine Learning Engineer to design, build, and operate ML models that create business impact. The role involves full ML lifecycle management, collaboration, and deployment.
Key Responsibilities
- Support model development and deployment
- Build and deploy ML models
- Lead ML initiatives and pipelines
- Mentor junior engineers
- Collaborate with cross-functional teams
Technical Overview
The role involves working with Python, ML libraries like scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow, and tools like Terraform and SQL to develop, deploy, and monitor machine learning models.
Ideal Candidate
The ideal candidate is an experienced machine learning engineer with 3+ years of experience in building and deploying ML models using Python and libraries like XGBoost and LightGBM. They should have strong collaboration skills, mentoring experience, and familiarity with ML pipelines and deployment processes.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of experience with Python or ML libraries, No experience with ML deployment or pipelines, Unwillingness to work remotely, Less than 3 years of relevant ML experience
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