What You'll Do
- As a Senior Data Scientist you are responsible for the following, but not limited to:
- Develop and deploy scalable solutions for customer use cases from Oil and Gas, Manufacturing, and Power & Utilities industries using Cognite’s core capabilities.
- Participate in intensive use case generation workshops with Subject Matter Experts (SMEs) to understand the problem, industry domain knowledge, and how it maps to the data.
- Perform data cleansing and exploratory data analysis.
- Implement physical models / machine learning models in Python and deploy to our model hosting environment.
- Design and develop domain-specific information and data models.
- Apply GenAI techniques to enhance data-driven decision-making in customer use cases.
- Develop robust front-end User Interfaces (UIs) and dashboards using Streamlit, Grafana, Power BI, Plotly or Dash. Experience with React for bespoke UI development is a plus.
- Leverage strong understanding of solution architecture to ensure deployed solutions are flexible, scalable, and fully integrated into the client's industrial landscape.
- Utilize and contribute to solution templates and best practices within the Data Science team.
- Mentoring and coaching junior team members is an important part of being a Senior at Cognite.
- Collaborate with data engineers, project managers, and solution architects on project deliveries to enable our customers to achieve the full potential of our industrial dataops platform.
- Support customers and partners in conducting data science tasks with Cognite products.
Who You Are
- Bachelor/Master of Science in a quantitative field or mechanical, systems, electrical, or industrial engineering.
- 5+ years of full-time work experience as a Senior data scientist (preferably within related industry), or Senior data scientist with domain expertise in Oil and Gas or Maintenance or Manufacturing.
- Proficient experience with Python and SQL. Experience with Python in a production setting is a plus.
- Experience with machine learning methods and techniques, statistics and/or optimization as well as physics based modeling.
- Experience with Git.
- Experience working customer-faced, with external customers.
- Front-end development experience with frameworks such as React or native knowledge of UI platforms like Streamlit/Dash is highly desired.
- Understanding of solution architecture, system design, and deployment best practices in a cloud environment.
- Experience with managed cloud services such as GCP, Azure or AWS is a plus.
- Strong domain knowledge or a good understanding of Industry and Asset Performance Management—covering areas like production optimization—is a big plus. (As key CDF advisors, we want our Senior Data Scientist to have a good understanding of our customer data, and assist them in understanding how CDF can help solve their problems related to production optimization).
- Enjoy working in cross-functional teams.
- Able to deliver independently, coach and mentor others internally.
- Enjoy challenges and dare to set ambitious goals that drive innovation.
- Humility to ask for help and enjoy sharing knowledge with others.
Top Skills
What We Do
Cognite is an AI company that delivers industrial software to improve the production efficiency of Energy, Process Manufacturing, and other industrial companies.
We deliver an Industrial DataOps platform that liberates siloed data and empowers our customers to solve some of their most complex business problems with AI-powered solutions. The typical solutions we enable drive innovative new ways to approach Data Exploration, Digital Operator Rounds, Production Optimization, Turnaround Planning, and Root Cause Analysis.
We do this by automating and scaling industrial data contextualization of various sources (such as time series, engineering diagrams, equipment logs, maintenance records, 3D facility models, images, large point clouds, and more). We use AI and other tools to find and map the meaningful relationships between the data across these various sources. In addition, we provide intuitive tools that enable efficient use of analytics and automated workflows, as well as prebuilt AI capabilities and a low-code industrial agent builder, Cognite Atlas AI, that enables AI to carry out more complex operations with greater accuracy.
Why Work With Us
Employees at Cognite are pushing the envelope with the latest cloud technology, scaling industrial applications across hundreds of assets, revolutionizing industrial data models, and working with robotics. Cogniters are fast, creative, and resilient. We keep the energy high and fun, learning from our mistakes and celebrating our victories together.
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