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

Industrial & Manufacturing
Energy

Senior

Arlington, VA, USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
SQL
Scala
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: Calcasieu Pass, Plaquemines LNG, and Delta LNG. These facilities are strategically located to optimize logistics and reduce costs. Venture Global LNG serves a diverse clientele, including energy companies and utilities, by providing a stable and cost-effective supply of LNG through long-term contracts. This business model helps the company manage market risks and ensures a steady income stream. By focusing on efficiency and innovative production methods, Venture Global LNG aims to offer lower prices and meet the increasing demand for cleaner energy sources.

Company Stage

Debt Financing

Total Funding

$10.1B

Headquarters

Arlington, Virginia

Founded

2013

Growth & Insights
Headcount

6 month growth

80%

1 year growth

3%

2 year growth

80%
Simplify Jobs

Simplify's Take

What believers are saying

  • Global LNG demand is expected to grow by 3.4% annually through 2030.
  • Technological advancements are reducing costs and improving efficiency in LNG production.
  • Increased interest in carbon capture and sequestration is driving innovation in the LNG sector.

What critics are saying

  • Increased competition from Qatar and Australia could impact market share and pricing power.
  • Stricter EU environmental regulations may affect demand for North American LNG imports.
  • Rising raw material costs could inflate budgets for ongoing projects, affecting profitability.

What makes Venture Global LNG unique

  • Venture Global LNG focuses on low-cost, clean, and reliable LNG production.
  • The company uses innovative production methods to maintain a competitive edge in the LNG market.
  • Strategically located facilities optimize logistics and reduce costs for global LNG distribution.

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