ZipRecruiter

Log In

1

Quantitative Researcher Machine Learning Jobs in Virginia

Ametek

Machine Learning Engineer

Herndon, VA · Hybrid

... closely related quantitative field. * This is a hybrid role in Herndon, VA and no relocation ... research, internships, or realworld projects involving applied machine learning. #LI-WA1 #LI-HYBRID

SAIC

Machine Learning Developer

Arlington, VA · Hybrid

Conduct research to identify new approaches and methods for machine learning and AI. * Stay updated with the latest trends and advancements in machine learning and AI. * Document processes, codes ...

SAIC

Machine Learning Developer

Arlington, VA · Hybrid

Conduct research to identify new approaches and methods for machine learning and AI. * Stay updated with the latest trends and advancements in machine learning and AI. * Document processes, codes ...

Ametek

Machine Learning Engineer

Herndon, VA · On-site

... closely related quantitative field. * This is a hybrid role in Herndon, VA and no relocation ... research, internships, or real-world projects involving applied machine learning. #LI-WA1 #LI ...

Full Scope

Machine Learning Engineer

Reston, VA

Stay current with the latest research and advancements in machine learning and AI. * Participate in code reviews, team meetings, and contribute to a collaborative development environment. * Document ...

Kitware

Machine Learning Engineer

Arlington, VA · Hybrid

Kitware is a leader in advanced research and algorithm development in artificial intelligence (AI ... Machine learning experience using visual data * Understanding of a variety of machine learning ...

next page

Showing results 1-20

People also search for

All JobsQuantitative Researcher Machine Learning JobsQuantitative Researcher Machine Learning Jobs in Virginia

Quantitative Researcher Machine Learning information

What are popular job titles related to Quantitative Researcher Machine Learning jobs in Virginia? For Quantitative Researcher Machine Learning jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Quantitative Researcher Machine Learning jobs in Virginia look for? The top searched job categories for Quantitative Researcher Machine Learning jobs in Virginia are:
What cities in Virginia are hiring for Quantitative Researcher Machine Learning jobs? Cities in Virginia with the most Quantitative Researcher Machine Learning job openings:
Quantitative Researcher Machine Learning jobs near you
Machine Learning Engineer

Machine Learning Engineer

Venture Global LNG

Arlington, VA • On-site

Other

Posted 15 hours ago

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

Apply