Senior Data Scientist: ML, Data Architecture & Mentorship

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

Job summary

Venture Global LNG in Arlington, VA is seeking a Senior Data Scientist who will develop and maintain data analytics solutions and machine learning models. This senior role includes mentoring junior data scientists, advancing the data science lifecycle, and contributing to strategic discussions.

The position is based at our Arlington, VA headquarters and reports to the Director of Business Intelligence. The role will design data architectures, collaborate with IT and business stakeholders, and

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.
• Strong presentation skills to effectively communicate results of analytics to stakeholders.

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

SQL

Python

Scala

Cloud analytics

Communication

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 who will develop and maintain data analytics solutions and machine learning models. This senior role includes mentoring junior data scientists, advancing the data science lifecycle, and contributing to strategic discussions.

The position is based at our Arlington, VA headquarters and reports to the Director of Business Intelligence. The role will design data architectures, collaborate with IT and business stakeholders, and