Machine Learning Engineer

Robert Half
Reston, VA, United States
5 days ago
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Role details

Contract type
Temporary to permanent
Employment type
Full-time (> 32 hours)
Compensation
$145,600.0 - $156,000.0
Working hours
Regular working hours

Tech stack

Algorithm Design Python (Programming Language) Machine Learning Software Architecture Tensorflow SQL Databases Large Language Models Pyspark Scikit Learn Data Analytics Machine Learning Operations Data Pipelines
+1 more
Docker

Job description

We are seeking a Machine Learning Engineer to support the design, development, and optimization of machine learning solutions for real-world applications. This role focuses on model development, data pipeline construction, and performance evaluation within a collaborative engineering environment., * Design, build, train, and evaluate machine learning and deep learning models for production and analytical use cases

  • Develop and maintain scalable data pipelines for data collection, cleaning, transformation, and ingestion
  • Conduct experiments and analyze performance metrics such as accuracy, recall, and AUC
  • Optimize models for performance, speed, reliability, and scalability
  • Collaborate with cross-functional teams to support data-driven solutions

Requirements

Required Skills & Qualifications

  • Strong proficiency in Python, including PySpark
  • Solid understanding of software architecture principles
  • Hands-on experience with machine learning frameworks such as Scikit-learn
  • Strong foundation in statistics, probability, and algorithm design
  • Experience with SQL, data modeling, and building data pipelines

Nice to Have

  • Experience deploying machine learning models using Docker or similar tools (MLOps)
  • Familiarity with deploying and working with local large language models (LLMs)

About the company

Robert Half is the world’s first and largest specialized talent solutions firm that connects highly qualified job seekers to opportunities at great companies. We offer contract, temporary and permanent placement solutions for finance and accounting, technology, marketing and creative, legal, and administrative and customer support roles.

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