Artificial Intelligence/Machine Learning 2

Required

Five (5) years experience in applied machine learning in programs and contracts of similar scope, type, and complexity 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. 5 additional years of machine learning experience with a relevant Bachelor's degree may be substituted for a Master's degree.

Experience with standard machine language frameworks, e.g. Pytorch, TensorFlow.

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

Position Specific Requirements

This position requires in-scope poly, within 7 years.