Simplify Logo

Full-Time

Senior Data Scientist

Confirmed live in the last 24 hours

Venture Global LNG

Venture Global LNG

501-1,000 employees

Produces and exports liquefied natural gas

Energy
Industrial & Manufacturing

Senior, Expert

Arlington, VA, USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
Data Structures & Algorithms
SQL
Data Analysis
Requirements
  • 5+ Years of practical data science/data analytics experience.
  • Bachelor’s degree in Computer Science, Data Analytics, Engineering, Mathematics, Business, or related field of study.
  • Knowledge in cloud data analytics solutions, managing, developing, and maintaining machine learning solutions.
  • Fundamental skills in data processing languages such as SQL, Python, or Scala.
  • Knowledge in building data science solutions using cloud data services.
  • Ability to self-manage and make your own decisions.
  • Strong presentation skills to effectively communicate results of analytics to stakeholders.
  • Strong documentations skills.
  • Excellent interpersonal and communications skills, with strong critical thinking and attention to detail.
  • Strong work ethic with ability to effectively prioritize, meet deadlines, adapt to changing priorities and business needs, and succeed in a fast-paced environment.
  • Excellent attention to detail and the ability to efficiently summarize and prioritize information.
Responsibilities
  • Develop solutions to business problems using the data science life cycle.
  • Develop and maintain data analytics solutions and machine learning algorithms.
  • Develop comprehensive project plans for implementing data science projects including solution architectures, resourcing, and dependencies.
  • Use predictive modeling and classification techniques to improve LNG production efficiency and mitigate safety or downtime risks.
  • Mine and analyze data from a data lake or data warehouse to drive optimization.
  • Work with stakeholders to identify opportunities to leverage data science to drive business solutions.
  • Understand where key decisions are needed and communicate options for solving business problems with stakeholders.
  • Provide ETL requirements to data engineers to effectively curate files for data analytics.
  • Document data science algorithms for maintainability.
  • Work with IT leadership to further define the data science life cycle and enhance the data science technology stack and architecture.
  • Design data architecture for future platform growth including data warehousing, machine learning, streaming analytics, and data visualization.
  • Assist in testing, governance, data quality, training, and documentation efforts.
  • Mentor junior data scientists and data analysts.
  • Actively engage in business stakeholder requirement workshops to understand, interpret, and translate requirements into effective technical solutions.

Venture Global LNG produces and exports liquefied natural gas (LNG) from North America to international markets. The process involves cooling natural gas to a liquid state, making it easier to store and transport. The company operates large-scale LNG export facilities, currently developing three major sites in Louisiana. These facilities are designed to optimize logistics and reduce costs, allowing Venture Global LNG to offer competitive pricing. Unlike many competitors, the company focuses on efficiency and long-term contracts with clients, which include energy companies and utilities, ensuring a stable revenue stream. The goal is to provide low-cost, clean, and reliable energy to meet the growing global demand for cleaner energy sources.

Company Stage

Series C

Total Funding

$10.1B

Headquarters

Arlington, Virginia

Founded

2013

Growth & Insights
Headcount

6 month growth

89%

1 year growth

8%

2 year growth

89%
Simplify Jobs

Simplify's Take

What believers are saying

  • The approval of the CP2 LNG project and the launch of the first LNG vessel signify strong growth and expansion potential.
  • Long-term contracts with global clients provide a steady revenue stream and financial stability.
  • Partnerships for energy security, such as with DTEK of Ukraine, highlight the company's role in supporting global energy needs.

What critics are saying

  • Arbitration cases with major clients like Shell and Orlen SA could lead to financial and reputational damage.
  • The need for permits and long-term contracts for new facilities poses regulatory and operational challenges.

What makes Venture Global LNG unique

  • Venture Global LNG's focus on innovative and efficient production methods allows it to offer low-cost LNG, setting it apart from competitors.
  • Strategically located export facilities optimize logistics and reduce costs, providing a competitive edge in the global market.
  • The company's investment in a state-of-the-art LNG fleet enhances its supply chain capabilities, ensuring reliable delivery to clients.