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Captivation Software

Artificial Intelligence Machine Learning Engineer 3

Annapolis Junction, MD $130k - $270k/yr Full time Posted 3d ago

Job Description

Captivation Software is hiring a senior AI/ML engineer to design, build, test, and productize algorithms that address business needs.

Responsibilities

  • Select appropriate data sets
  • Perform statistical analysis to support model development
  • Run machine learning algorithms and use results to improve models
  • Train and retrain systems when needed
  • Work with a range of ML libraries and packages
  • Run standard test and evaluation protocols
  • Oversee system integration
  • Oversee test and evaluation of AI and ML algorithms through an iterative design process to meet verification and validation requirements
  • Research and implement a broad range of AI and ML algorithms and tools
  • Design or select data and knowledge representation methods
  • Recognize software architecture, data modeling, and data structures
  • Transform and convert data science prototypes into scalable solutions
  • Verify data and model output quality
  • Identify data distribution differences that affect model performance
  • Develop criteria for test and evaluation that include explainability and resiliency
  • Apply deep understanding of AI logic, semantics, ontologies, and knowledge representation
  • Design, evaluate, and productize AI/ML models on commercial cloud-based architectures
  • Design ML algorithms according to customer requirements
  • Research, experiment with, and implement suitable ML algorithms and tools
  • Broaden current AI/ML frameworks and machine learning libraries

Requirements

  • Must currently hold a Top Secret/SCI U.S. Government security clearance with a favorable Polygraph; therefore, all candidates must be a U.S. citizen
  • 10 years of experience deploying machine learning algorithms is required
  • A Master’s or Ph.D. degree in advanced math, artificial intelligence, data science, computer science, or deep learning from an accredited college or university is required
  • 7 additional years of machine learning experience with a relevant Bachelor’s degree may be substituted for a Master’s degree
  • Demonstrated abilities in software engineering and AI/ML model test and evaluation

Benefits

  • Annual salary: $130,000 - $270,000 (depends on years of experience)
  • Up to 20% 401k contribution (no matching required; vested from day 1)
  • Above market hourly rates
  • $3,600 HSA contribution
  • 6 weeks paid time off
  • Company-paid employee medical/dental/vision insurance, life insurance, short-term & long-term disability, and AD&D

Location: Annapolis Junction, MD (onsite)

Compensation: USD 130,000 - 270,000 per yearly

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