AI/ML Engineer

Avalore, LLC
Arlington, VA, US
Full Time
On Site
Senior
USD 107,000 – 233,000
Bachelor's Degree
Information Technology Telecommunications

Posted 2 months ago

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Excellent 4.7

Job summary

The AI/ML Engineer will design, build, and maintain AI/ML lifecycle core services and products. This person will create utilities and ensure seamless function of orchestration capabilities to support the AI/ML environment. This person will develop and implement infrastructure for training, validating, and deploying machine learning models, create reusable components and libraries to accelerate AI/ML development, and build model serving platforms for efficient inference. This person will implement automated machine learning pipelines, design systems for model monitoring and performance tracking, and develop tools for model explainability and interpretability. This person will optimize AI/ML algorithms for performance and scalability, implement MLOps practices for continuous integration and deployment of models, and collaborate with data engineers to ensure data pipelines support AI/ML requirements. This person will stay current with advances in AI/ML technologies, document AI/ML systems and processes, and provide technical guidance to data scientists implementing models. This person will troubleshoot complex issues in AI/ML systems, implement version control for models and datasets, and develop testing frameworks for AI/ML components.

Responsibilities

The AI/ML Engineer is responsible for designing, building, and maintaining AI/ML lifecycle services, developing infrastructure for model training, validation, deployment, and monitoring, as well as collaborating with data teams and staying current with AI/ML advancements.

Qualifications

AI Data Pipelines Machine Learning MLOps Model Deployment Model Explainability Model Monitoring Model Training PyTorch TensorFlow

The candidate must have proficiency in AI/ML technologies, software development, and cloud computing, along with strong communication skills. A secret security clearance is required, and the candidate should have 8+ years of experience for senior roles.

English

Benefits

  • Health Insurance
  • Retirement Plan
  • Life Insurance
  • Paid Time Off
  • Disability Insurance
  • Training & Development
  • Employee Assistance Program

Company

Avalore, LLC

Avalore, LLC

Location
Arlington, VA, US

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Excellent 4.7
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