Production ML Engineer: AI Pipelines & Deployment

Venture Global LNG; Arlington (VA); On-site; USD 100,000 - 130,000; Full time

Job summary

A leading provider of liquefied natural gas seeks a Machine Learning Engineer in Arlington, VA. This role involves developing and maintaining machine learning and AI models, building efficient pipelines, and collaborating with stakeholders. Candidates should have a bachelor's degree in a quantitative field and five years of relevant experience. Excellent communication and problem-solving skills are essential, along with familiarity with cloud ecosystems like Azure or AWS. Competitive compensation and a commitment to continuous learning are offered.

Qualifications

• 5 years of experience in machine learning engineering, software engineering, or data science.
• Experience in building secure data processing pipelines.
• Exceptional skills in feature engineering, model optimization, and parameter tuning.

Responsibilities

• Define project requirements with business stakeholders.
• Orchestrate and improve model serving pipelines.
• Integrate machine learning models into production environments.

Skills

Machine learning engineering

Software engineering

Data science

Feature engineering

Model optimization

ETL processes

Data processing languages (SQL, Python, Scala)

Education

Bachelor's degree in a quantitative field

Master's degree in a quantitative field (preferred)

Tools

Databricks

Azure

AWS

CI/CD pipelines

Git

Data lakes

Job description

A leading provider of liquefied natural gas seeks a Machine Learning Engineer in Arlington, VA. This role involves developing and maintaining machine learning and AI models, building efficient pipelines, and collaborating with stakeholders. Candidates should have a bachelor's degree in a quantitative field and five years of relevant experience. Excellent communication and problem-solving skills are essential, along with familiarity with cloud ecosystems like Azure or AWS. Competitive compensation and a commitment to continuous learning are offered.