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Full-Time

Data Scientist

Confirmed live in the last 24 hours

Cognite

Cognite

501-1,000 employees

Industrial data management for asset-heavy industries

Data & Analytics
Consulting
Industrial & Manufacturing
Enterprise Software

Mid, Senior

Houston, TX, USA + 1 more

Category
Data Science
Data & Analytics
Required Skills
Power BI
Python
Git
Keras
Tableau
Pandas
NumPy
Requirements
  • 3+ years industry experience (or an academic background) in the oil and gas, manufacturing or Power & Utilities domain building analytical solutions (data-driven and/or simulations) for production optimization and predictive maintenance, such as general well monitoring, well event predictions (risk identification), production planning, flow assurance, etc.
  • 1+ years experience serving as a domain expert on internal or customer projects
  • Proficient with Python and its data ecosystem (pandas, numpy), ML libraries (scikit-learn, keras, etc)
  • Experience in data visualization using PowerBI, Grafana, Tableau, or web development frameworks like Plotly Dash, Streamlit, etc.
  • Promoting good software development practices including automated tests and documentation
  • Experience with Version control (git, for example)
  • Experience contributing code to a large software project
  • Pragmatic, can balance short term and long term tradeoffs
  • Realistic and credible advisor on machine learning
  • Excellent communicator internally and with customers; Managing expectations of technical stakeholders at the customer.
  • Mentoring and quality assurance of juniors’ work
  • Cloud experience, such as building streaming calculations & models as serverless functions
  • Deployment to production using provided infrastructure practices
  • A track record of working in diverse industries
  • Ready to stay up to date with latest developments in GenAI and using GenAI services to build use cases for customers.
Responsibilities
  • Work in cross-functional pods of other data scientists, data engineers, solution architects and project managers to configure, deploy, and operationalize digital solutions across the oil and gas, renewables/sustainability, power & utilities, and manufacturing industries.
  • Work with the customer to understand their desired outcome, conduct discovery workshops, and advise on possible approaches and potential pitfalls.
  • Build solutions based on physics models and/or using machine learning techniques, build dashboards for visualizing the solutions, and scale and deploy solutions in production using Cognite’s core capabilities.

Cognite specializes in managing industrial data and facilitating digital transformation for industries that rely on physical assets, such as oil and gas, power and utilities, and manufacturing. Its main product, Cognite Data Fusion, integrates and organizes data from various sources, making it easier for businesses to analyze and utilize this information effectively. This process, known as data contextualization, enhances the relevance of data for better decision-making. Cognite operates on a software-as-a-service (SaaS) model, allowing clients to subscribe to its software, which provides a consistent revenue stream and access to ongoing updates. Additionally, Cognite offers consulting services to assist clients in optimizing their use of the software. The company's goal is to help asset-heavy industries improve their operations through effective data management and digital solutions.

Company Stage

Series B

Total Funding

$340.2M

Headquarters

Bærum, Norway

Founded

2016

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

-9%
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Simplify's Take

What believers are saying

  • The joint venture with Saudi Aramco, CNTXT, positions Cognite for significant growth in the MENA region.
  • Availability of Cognite Data Fusion on Google Cloud in Saudi Arabia expands market reach and offers clients enhanced scalability and security.
  • Continuous recognition and awards, such as from Microsoft, bolster Cognite's reputation and attract top talent and clients.

What critics are saying

  • The reliance on partnerships, such as with Google Cloud, may expose Cognite to risks if these alliances face challenges.
  • Operating in asset-heavy industries means Cognite must constantly innovate to meet the evolving needs of these sectors, which can be resource-intensive.

What makes Cognite unique

  • Cognite's focus on data contextualization for asset-heavy industries sets it apart from competitors who may not offer such specialized solutions.
  • The strategic partnership with Google Cloud enhances Cognite's capabilities in data management and AI, providing a robust infrastructure for clients.
  • Winning the 2024 Microsoft Energy and Resources Partner of the Year Award underscores Cognite's leadership and credibility in the industrial software market.

Benefits

Competitive Compensation + 401(k) with employer matching

Health, Dental, Vision & Disability Coverages with premiums fully covered for employees and all dependents

Unlimited PTO + flexibility to enjoy it

Paid Parental Leave Program

Learning & Development Stipends

Global Mobility & Exchange Program

Company Paid Friday Lunch via DoorDash + Fully Stocked Fridges in the offices