Talent.com
Venture Global LNG
Machine Learning EngineerVenture Global LNG • Arlington, VA
Machine Learning Engineer

Machine Learning Engineer

Venture Global LNG • Arlington, VA
30+ days ago
Job type
  • Full-time
Job description

Venture Global LNG (“Venture Global”) is a long-term, low-cost provider of American-produced liquefied natural gas. The company’s two Louisiana-based export projects service the global demand for North American natural gas and support the long-term development of clean and reliable North American energy supplies. Using reliable, proven technology in an innovative plant design configuration, Venture Global’s modular, mid-scale plant design will replace traditional designs as it allows for the same efficiency and operational reliability at significantly lower capital cost.

The Machine Learning Engineer will design, develop, and maintain the productionization of machine learning, deep learning, generative AI, large language models, simulation, and optimization algorithms. This includes building pipelines for training and deploying deep learning and other machine learning algorithms and enabling models to run efficiently in production. The main data engineering work will be done in Databricks and PySpark.

The ideal candidate will have excellent technical proficiency, excellent communication skills, a self-driven mindset, and the willingness to continuously learn new things.

This position will report to the Director of Business Intelligence and is structured within IT under the Vice President of Applications.

The position will be located in Arlington, VA and will require commuting to the office 5 days a week.

Responsibilities

  • Work with business stakeholders to define project requirements.
  • Orchestrate, scale, setup and improve model serving pipelines.
  • Improve model accuracy through feature engineering, tuning, and observability.
  • Improve model computational performance through all aspects of the pipeline, including tuning clusters/job compute, partitioning, caching, feature engineering code, tuning setup, etc.
  • Integrate machine learning models into production environments, ensuring reliability and scalability.
  • Evaluate pretrained models and software from vendors and support integration into production environments.
  • Develop comprehensive project plans for implementing machine learning and AI projects including solution architectures, resourcing, and dependencies.
  • Provide ETL requirements to data engineers to effectively curate files for data analytics.
  • Work with data scientists, data engineers, and business analysts to translate business requirements into machine learning solutions.
  • Build software solutions that are maintainable, scalable and provide quantifiable business value.
  • Continuously focus on quality architecture, quality code, and ruthless management of technical debt.
  • Continuously push the practice forward, learning and testing newer and better ways of performing work.

Required Qualifications

  • 5 years of machine learning engineering, software engineering, or data science experience.
  • Bachelors in a quantitative field of study.

Preferred Qualifications

  • Masters in a quantitative field of study.
  • Experience with the Azure, AWS, or other cloud ecosystems.
  • Experience in building secure data processing pipelines.
  • Proficient in utilizing data lakes, CI/CD pipelines, Databricks, Unity Catalog, and Git.
  • Experience working with streaming.
  • Expertise in building machine learning solutions using cloud data services.
  • Exceptional skills in data processing languages such as SQL, Python, or Scala.
  • Exceptional skills in feature engineering, model optimization, and parameter tuning.

Venture Global LNG is an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law.

#LI-Onsite

#LI-Onsite

Create a job alert for this search

Machine Learning Engineer • Arlington, VA

Similar jobs

Senior Data Scientist - AI/ML & LLMs in Production

AI SquaredWashington, DC, United States
Full-time

A growing AI technology company in Washington, DC seeks an experienced Data Scientist to contribute to the development of machine learning solutions.You'll leverage 5+ years of experience to design... Show more

 • Promoted

Senior Software Engineer- Artificial Intelligence {REMOTE}

GeicoChevy Chase, MD, United States
Remote
Full-time

Senior Software EngineerAt GEICO, we offer a rewarding career where your ambitions are met with endless possibilities.Every day we honor our iconic brand by offering quality coverage to millions of... Show more

 • Promoted

AI Data Scientist

Glint Tech Solutions LLCColumbia, MD, USA
Full-time
Quick Apply

Glint Tech Solutions is seeking an experienced AI Data Scientist to lead enterprise-wide Machine Learning and Artificial Intelligence initiatives for a healthcare-focused client.This is a contract-... Show more

Release Engineer (Remote)

Fei.com, Inc.Columbia, MD, United States
Remote
Full-time

Job DescriptionJob DescriptionAt FEI Systems, we create innovative technology solutions to improve the delivery of health and human services because we know when cumbersome administrative processes... Show more

 • Promoted

Lead Software Engineer | Remote

Stellent IT LLCColumbia, MD, United States
Remote
Full-time

Hi, My name is Avnish Rao and I am a Staffing Specialist at Stellent IT LLC.I am reaching out to you on an exciting job opportunity with one of our clients.Lead Software Engineer Location:Hybrid; 1... Show more

 • Promoted

Senior Machine Learning Platform Engineer (Platform)Remote - USA

Referrals Only BoardWashington, DC, United States
Remote
Full-time

Senior Machine Learning Platform Engineer (Platform)What you'll be doing (ie.Form a deep understanding of our Machine Learning Engineers' needs and our current capabilities and gaps.Mentor our tale... Show more

 • Promoted

ML Engineer (Remote, USA)

HR POD - Hiring Talent GloballyWashington, DC, United States
Remote
Full-time

Requirements :BS / MS in Computer Science, Statistics, Electrical / Computer Engineering, Mathematics, or a related field.Strong software engineering fundamentals role involves research as well as ... Show more

 • Promoted

Modeling and Simulation Engineer – Integration and Analysis

Johns Hopkins Applied Physics Laboratory (APL)Laurel, MD, United States
Temporary

Do you love developing creative solutions to challenging problems?.Are you passionate about applying modeling and simulation to solve to some of our country's critical challenges?.If so, we're look... Show more

 • Promoted

AI & ML Engineer

Glint Tech Solutions LLCWashington D.C., DC, USA
Full-time
Quick Apply

Glint Tech Solutions is hiring an AI & ML Engineer for Washington DC / Canton, MD!.We are looking for a passionate AI & ML Engineer to help transform claim processing, provider prediction, ... Show more

Analytics Consulting Lead

ProSidian Consulting, LLCAlexandria, VA, United States
Full-time

ProSidian seeks an Analytics Consulting Lead for Data Management & Business Intelligence, focusing on human capital analytics and IT modernization for the National Science Foundation and other fede... Show more

 • Promoted

Remote GenAI ML Engineer -- Forecasting & Scheduling

Pantera CapitalWashington, DC, United States
Remote
Full-time

A cutting-edge technology company seeks an experienced AI / ML professional to join their Workforce Engagement Management team.You will design GenAI-powered solutions for forecasting and scheduling... Show more

 • Promoted

Director of Machine Learning (Remote)

Jobright.aiHyattsville, MD, United States
Remote
Full-time

Join to apply for theDirector of Machine Learning (Remote)role atJobright.Be among the first 25 applicantsJoin to apply for theDirector of Machine Learning (Remote)role atJobright.Get AI-powered ad... Show more

 • Promoted

Mid. Intelligence Planner - (2244)

Prescient EdgeFort Belvoir, VA, United States
Full-time

Mid Intelligence Planner - (2244). Show more

 • Promoted

Director - Due Diligence & Remediation

The Vertex Companies, LLCColumbia, MD, US
$159,000.00 yearly
Full-time +1

The Vertex Companies, LLC (VERTEX) is a $180M global consulting firm that integrates strategic advisory, project management, and dispute resolution services for organizations facing complex challen... Show more

Remote ML Engineer for Federal Healthcare AI

Booz Allen HamiltonWashington, DC, United States
Remote
Full-time

A leading consulting firm in Washington D.Machine Learning Engineer to develop innovative solutions for federal healthcare.You will leverage your expertise in machine learning and AI to create robu... Show more

 • Promoted

Remote Macroeconomic Modeling Specialist (EViews)

Micro1Friendly, Maryland, US
$35.00 hourly
Remote
Full-time

Macroeconomic Modeling Specialist (EViews).AI data lab for training frontier models and evaluating AI agents.Experts contribute their diverse subject matter knowledge across domains such as finance... Show more

 • Promoted

Staff ML Engineer, Fraud Data - Remote

PLAIDWashington, DC, United States
Remote
Full-time

A leading fintech company is seeking a Staff Machine Learning Engineer for its Fraud Data team.This role involves designing scalable ML infrastructure and leading the evolution of model deployment ... Show more

 • Promoted

ElasticSearch Systems Engineer (Mid - SME Level) - Top Secret with FS Poly

VMD CorpBethesda, MD, US
Full-time

ElasticSearch Systems Engineer – TS/SCI with Full Scope Polygraph.Xcelerate Solutions is seeking an ElasticSearch Systems Engineer SME to provide expert-level support within an Agile, DevSecOps env... Show more

Applied Machine Learning Engineer / AI / Remote

Motion Recruitment Partners LLCWashington, DC, United States
Remote
Full-time

OverviewThe leader in maritime domain awareness is building advanced sensing and detection systems for naval and commercial vessels worldwide.From ruggedized HD camera arrays to AI-powered analytic... Show more

 • Promoted

Data Engineer (Remote)

Authority BrandsColumbia, MD, United States
Remote
Full-time

Columbia, MD is a leading provider of home services, building brands that support the success of our franchisees, as well as bettering the lives of the homeowners we serve and the people we employ.... Show more