Description

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Captivation Software is looking for a senior level AI/ML engineer who will be responsible for designing, creating, testing, and productizing AI/ML algorithms to solve business challenges

 

Responsibilities

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• Select appropriate data sets
• Perform statistical analysis
• Run machine learning algorithms
• Use results to improve models
• Train and retrain systems when needed
• Experience in working with various ML libraries and packages
• Run standard test and evaluation protocols
• Provide system integration oversight
• 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 appropriate data and knowledge representation methods
• Recognize software architecture, data modelling, and data structures
• Transform and convert data science prototypes into scalable solutions
• Verify data and model output quality
• Identify differences in data distribution that affect model performance
• Develop criteria for test and evaluation to include explainability and resiliency
• Deep understanding of AI logic, semantics, ontologies, and knowledge representation
• Demonstrated ability to design, evaluate, and productize AI/ML models on a range of commercial cloud-based architectures
• Design ML algorithms according to customer requirements
• Research, experiment with, and implement suitable ML algorithms and tools
• Broaden current AIML frameworks and machine learning libraries

 

Requirements

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Security Clearance:

• 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

Minimum Qualifications:

• 10 years 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 machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.

Required Skills:

• Demonstrated abilities in software engineering and AI/ML model test and evaluation.

 

This position is open for direct hires only. We will not consider candidates from third party staffing/recruiting firms.