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Data Driven AI Systems Engineer

4 weeks ago

Alexandria, Virginia, United States Accrete Full time

Accrete is an innovative AI software product company serving both government and private enterprise sectors.

We create AI solutions, empowering our customers to make better decisions faster. Our mission is to create powerful AI that enhances human reasoning, enabling businesses to grow exponentially.

Job Title: Data Driven AI Systems EngineerJob Summary:

The ideal candidate will have experience designing and implementing data pipelines and engineering infrastructure to support large-scale machine learning systems. They will take offline models built by data scientists and turn them into real-world machine learning production systems.

Responsibilities:
  • Design and implement data pipelines and engineering infrastructure to support large-scale machine learning systems
  • Deploy, manage, and monitor machine learning models in classified and unclassified test and production environments
  • Develop and deploy scalable tools and services to handle machine learning training and inference tasks
  • Identify and evaluate new technologies to enhance the performance, maintainability, and reliability of machine learning systems
  • Apply software engineering best practices to machine learning, including Continuous Integration and Continuous Delivery (CI/CD), automation, etc.
  • Support model development with a focus on auditability, versioning, and data security
  • Facilitate the development and deployment of proof-of-concept machine learning systems
  • Automate the deployment and scaling of machine learning models in production
  • Monitor and maintain the performance and accuracy of machine learning models in production
  • Implement continuous integration and delivery pipelines for machine learning models
  • Collaborate with data scientists, software engineers, and other stakeholders to ensure effective machine learning model deployment and operation
  • Ensure the security, privacy, and compliance of machine learning models and related data
Requirements:
  • Bachelor's or Master's degree in computer science, Information Technology, or a related field
  • 8+ years of experience in data engineering or a related field
  • Must hold a TOP SECRET//SCI with counterintelligence polygraph
  • Pursuant to Executive Order 12968, this position requires U.S. citizenship
Salary Range:

$200,000 - $250,000 per year