Senior Machine Learning Engineer, Python

at The Judge Group
Location Columbus, OH
Date Posted January 29, 2020
Category Default
Job Type Full-time

Description

Our client is currently seeking a Senior Machine Learning Engineer- Python shop

This is a Direct Hire: Client & Compensation can be discussed over the phone.  Contact me directly @ [Click Here to Email Your Resumé] / Office # 614-662-2458

This job will have the following responsibilities: 

  • Automate machine learning processes
  • Design and build machine learning models for accuracy and scalability
  • Integrate machine learning algorithms with other applications and services

Qualifications & Requirements

  • 5+ years of combined Python engineering and machine learning experience
  • Experience writing maintainable, testable, production-grade Python code
  • Understanding of different machine learning algorithm families and their tradeoffs (linear, tree-based, kernel-based, neural networks, unsupervised algorithms, etc.)
  • Good command of scientific Python toolkit (numpy, scipy, pandas, scikit-learn)
  • Understanding of time, RAM, and I/O scalability aspects of data science applications (e.g. CPU and GPU acceleration, operations on sparse arrays, model serialization and caching)
  • Software design and peer code review skills
  • Experience with automated testing and test-driven development in Python
  • Experience with Git + GitHub
  • Comfortable with Linux-based operating systems
  • Experience with large-scale machine learning (100GB+ datasets)
  • Experience with deep learning libraries and frameworks (TensorFlow, Keras, PyTorch etc.)
  • Competitive machine learning experience (e.g. Kaggle)
  • Previous experience of deploying and maintaining machine learning models in production