Job ID :
Company :
Internal Postings
Location :
Houston, TX
Type :
Duration :
6 Months
Salary :
Status :
Openings :
Posted :
05 Sep 2019
Job Seekers, Please send resumes to

Must Have Skills

  1. A demonstrated ability to solve challenging business problems using a data science approach by developing novel and/or adapting existing computational methods
  2. Minimum 6 years of relevant experience in applying machine learning, deploying ML models and monitoring/support.
  3. Strong experience in Python, JupyterHub
  4. Hands on experience in Azure ML
  5. Model deployment and support
  6. Strong skills in communicating and presenting data-derived insights to non-technical audiences appropriately.
  7. A Masters or Ph.D. in Mathematics, Statistics, Computer Science, Operations Research, Engineering Science.


  1. Python Pandas, Numpy, Scikit learn – Expert level
  2. Azure ML - Expert level
  3. Machine Learning, Statistics– Expert level

Good to Have Skills:

  1. Data science experience in oil & gas industry will be an advantage
  2. Experience in any other cloud platform
  3. Exposure to databases like Oracle, SQL server
  4. Experience in Visualization tools like PowerBI / Tableau

Responsibilities you would expect the Subcon to shoulder and execute*:

  • Develop production ML pipelines if not available
  • Develop Model Monitoring scripts & dashboards
  • Develop automated alerts for issues in ML pipeline or model performance deviation
  • Perform Model Deployment in production environment (Azure)
  • Perform Model Refresh
  • Monitor Model Performance
  • Perform Model tuning
  • Tune monitoring scripts and reporting dashboards
  • Model Version & Configuration Management

Does this position require Visa independent candidates only? Yes