AI/ML Data Analyst

Summary

Join our team at Intradiem and contribute to reinventing customer service through automation by developing mission-critical mathematical models and algorithms as well as supporting documents for the AI/ML initiative.

Requirements

• Requires 5+ years of experience in AI/ML Solution Development
• Enterprise experience preferred
• Bachelor’s degree in Computer Science , Engineering, Mathematics, Statistics, or a related field with an emphasis on AI/ML methods or equivalent work experience.  Master’s degree preferred
• Deep understanding of AI/ML technologies such as: Genetic Algorithms
• Quantitative Methods
• Linear Programming
• Non-Linear Programming
• Time Series Decomposition/Analysis
• Ontology Modeling
• Graph Theory
• Familiarity and/or interest in technologies used in realizing an AI/ML solution on a modern computing platform such as: Programming languages (R, Python, etc.)
• Data mining tools
• Data presentation tools
• Familiarity and/or interest in cloud related technologies such as: Kubernetes
• Docker
• Ability/desire to research and understand the latest tools and technologies in the AI/ML space
• Experience with data pipelining, data platform, and data lake/warehouse technologies is desirable

Responsibilities

• Develop mission critical mathematical models and algorithms as well as the supporting documents for the AI/ML initiative
• Read, discuss, and analyze: Domain ontologies
• Data models / schemas
• Business problem statements
• Technical documentations and definitions
• Estimate, prioritize , and plan the activities associated with analysis and model creation
• Review algorithms for accuracy, performance, and appropriateness
• Be a subject matter expert on the tools and techniques used to develop and deliver quality AI algorithms
• Where necessary, troubleshoot and correct field issues in concert with other functional teams identifying root cause and corrective action
• Conduct all business in accordance with Intradiem’s development and security policies and procedures
• All other duties as assigned