Define, create and deploy accurate AI models predicting actual IT system problem root causes in the present and likely IT system problems in the future.
Responsibilities:
Define and participate in data mining and analysis for strategic initiatives
Define and build prediction models with incomplete or uncertain information
Define production environments and deploy models thereto
Define advanced visualizations
Create presentations and white papers as required
Provide guidance to intermediate data scientists and data analysts
Qualifications:
Excellent communications
Advanced degree with solid background in math, statistics
Strategic vision, tactical implementer and technology transitioner
Hands on experience with model development and software development
Full cycle machine learning project implementations with quantifiable business benefits achieved
Experience building complex classification and other prediction models using machine learning
Computer science background a plus
Experience using deep learning and other AI technologies for prediction models a plus
Algorithm development a plus
Python programming skills a plus
Experience creating data collection strategy a plus
Knowledge of ITIL a plus
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