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