Applied Machine Learning Engineer (all Levels)

Allstate

Base: $110,000.00 - $181,025.00 annually; bonus/eq...
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Python programming with pandas and numpy
Scikit-learn and xgboost library experience
Sql for data exploration and feature engineering
** Allstate is seeking an Applied Machine Learning Engineer at various experience levels to join their innovative technology solutions team. The role emphasizes collaboration, continuous improvement, and the application of machine learning to enhance customer experiences. **

Job Summary

  • The team emphasizes pair programming and test-driven development to ensure high-quality, reliable solutions.
  • You will work across the full ML lifecycle including data exploration, feature engineering, model building, deployment, monitoring, and ongoing improvement.
  • This role offers an opportunity to shape the future of protection while supporting causes that mean the most to you.

Matching Summary

Match Score: 75

** Allstate is seeking an Applied Machine Learning Engineer at various experience levels to join their innovative technology solutions team. The role emphasizes collaboration, continuous improvement, and the application of machine learning to enhance customer experiences. **

Salary

Base: $110,000.00 - $181,025.00 annually; Bonus/Equity: Not specified; Benefits: Not specified

Skills & Requirements

Must-have

  • Python programming with pandas and numpy
  • Scikit-learn and XGBoost library experience
  • SQL for data exploration and feature engineering
  • Model evaluation and interpretability knowledge
  • Software engineering foundations

Nice-to-have

  • PyTorch or TensorFlow deep learning experience
  • Spark or distributed computing familiarity
  • Cloud platform experience (AWS, Azure, GCP)
  • MLflow, SageMaker, or Docker containerization
  • Strong communication and collaboration skills

Key Requirements

  • Bachelor's degree in STEM preferred
  • 0-2 years experience for Entry-Level roles
  • 3+ years experience for Mid and Senior levels
  • Willingness to learn Terraform, Java, and Typescript

Work Rights

Not specified

Tailored Resume

Cover Letter