Senior Data Scientist — ML & Data Platform Lead

Venture Global LNG; Virginia (MN); On-site; USD 180,000 - 230,000; Full time

Job summary

Venture Global LNG in Arlington, VA is seeking a Senior Data Scientist to develop and maintain data analytics solutions and machine learning models. The role includes mentoring junior data scientists, shaping the data science lifecycle, and collaborating with IT leadership on strategy and architecture to scale data-driven decisions across the organization.

Strong communication, strategic thinking and problem-solving will be essential as you partner with stakeholders to translate business

Qualifications

• 5+ years of practical data science/data analytics experience.
• Bachelor’s degree in Computer Science, Data Analytics, Engineering, Mathematics, Business, or related field.
• 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 documentation 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.

Skills

Data science experience

SQL

Python

Scala

Education

Bachelor’s degree in Computer Science, Data Analytics, Engineering, Mathematics, Business, or related field

Tools

Azure Data Lake

Azure Data Factory

Databricks

PySpark

Job description

Venture Global LNG in Arlington, VA is seeking a Senior Data Scientist to develop and maintain data analytics solutions and machine learning models. The role includes mentoring junior data scientists, shaping the data science lifecycle, and collaborating with IT leadership on strategy and architecture to scale data-driven decisions across the organization.

Strong communication, strategic thinking and problem-solving will be essential as you partner with stakeholders to translate business