Senior Data Scientist

Novi Labs has created a platform that leverages machine learning and data science to deliver world-class Oil & Gas forecasts. We are looking for additional talented technologists to help us improve and expand our product portfolio. This is a hands-on data science and machine learning role that directly impacts our customers’ key strategic decisions.

 
Responsibilities
  • Work with a small team of data scientists, software engineers and domain experts to build the next generation of Novi’s platform
  • Develop novel solutions to open-ended, challenging and long-standing industry problems
  • Engage in thought leadership within the company and community
Required Skills & Experience
  • Minimum 5 years of hands-on data science and machine learning experience
  • Strong python coding skills are very important
  • Strong hands-on experience with the PyData stack (e.g., pandas, numpy, scikit-learn)
  • Practical experience with classical machine learning algorithms, frameworks, and best practices
  • Experience modeling time series and spatial datasets
  • Experience going from algorithm development to production code
  • Experience with the software development lifecycle (e.g., git, unit tests, CI, Docker)
  • Onshore Oil & Gas experience and/or an advanced degree in statistics
Desired Skills & Experience
  • Model interpretation and explainability tools (e.g., Shapley, LIME)
  • Database query knowledge (SQL & NoSQL)
  • AWS tooling (e.g., lambda, EC2, etc.)
  • Linux systems and command-line interfaces (e.g., bash)
  • Experience with TIBCO Spotfire
  • Previous work on an agile team
Cultural Fit

At Novi, the culture fit is as important as the technical fit. Our team will be a great fit for you if you:

  • Have a positive attitude
  • Enjoy working on small, highly collaborative teams
  • Desire to grow your technical skill set
  • Are able to influence through well-reasoned ideas and clear communication
  • Enjoy working across teams to deliver combined solutions that work well for our customers
  • Enjoy team and company successes as much as your own
  • Enjoy owning a deliverable from start to finish
  • Are happy to task switch when necessary to help teams succeed
  • Enjoy knowing what’s happening across the entire company
More About Novi
  • Professional work environment with a clear understanding of work/life balance
  • Flexible Leave Policy
  • Heath/Dental/Vision Insurance
  • 401K
  • Quarterly release celebrations and community service outings

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    • Location:

      Remote

    • Job Title:

      Senior Data Scientist