Events  Classes  Deals  Spaces  Jobs  SXSW 
    Sign in  
 
 
DataRobot // machine learning automation software for enterprise
 
Engineering, Full Time    Boston, United States    Posted: Tuesday, November 12, 2019
 
   
 
Apply To Job
 
 
JOB DETAILS
 

As a Machine Learning Engineer in DataRobot, you will work on our machine learning platform & actively contribute to the automation of data science best practices & the development of our state-of-the-art preprocessing, modeling & reporting capabilities.

We are looking for talented people with excellent engineering skills & deep knowledge of Machine Learning who can analyze problems, develop innovative generalized solutions, & implement them for real-world use on top of our platform.

DataRobot is based around delivering best-in-class data science solutions & this position provides the opportunity to build key data science components of our system.

Responsibilities

  • Design & build next-generation machine learning frameworks
  • Build interfaces that make it easy to write good data-science code & hard to take dangerous shortcuts
  • Integrate machine learning algorithms with other applications & services

Main Requirements

  • Recommended background: 5+ years of combined Python engineering & machine learning experience
  • Experience writing maintainable, testable, production-grade Python code
  • Understanding of different machine learning algorithm families & 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, & I/O scalability aspects of data science applications (e.g. CPU & GPU acceleration, operations on sparse arrays, model serialization & caching)
  • Software design & peer code review skills
  • Experience with automated testing & test-driven development in Python
  • Experience with Git + GitHub
  • Comfortable with Linux-based operating systems

Desired Skills

  • Experience with large-scale machine learning (100GB+ datasets)
  • Experience with deep learning libraries & frameworks (TensorFlow, Keras, PyTorch etc.)
  • Competitive machine learning experience (e.g. Kaggle)
  • Previous experience of deploying & maintaining machine learning models in production
 
 
 
Apply To Job
 
 
 
 
 
© 2020 GarysGuide      About    Feedback    Press    Terms
 
Sponsor Gary's (World Famous) Red Tie