Technical Director - ML & Algorithms
Core
Define and drive machine learning and algorithmic strategy for mainframe operational analytics, delivering monitoring, analysis, optimization, and risk detection insights from high-volume telemetry.
Role type
Senior IC Technical Director (ML & Algorithms)
Builds
Enterprise analytics platforms with in-database and embedded ML capabilities for mainframe modernization
Domain
Enterprise software / Mainframe operations / Machine Learning
Deliverable
production ML models
Required skills
ML system design, distributed processing, Python, Java, optimization, statistics, applied mathematics, anomaly detection, pattern analysis, forecasting, time-series techniques, feature engineering, model lifecycle management
Preferred skills
Mainframe systems (z/OS, SMF, RMF, Db2), in-database ML, distributed computing frameworks (Spark, Flink, Ray), explainable AI, thought leadership
Technologies
Python, Java, z/OS, SMF, RMF, Db2, Spark, Flink, Ray
Responsibilities
Define ML strategy across business lines, architect large-scale ML systems on operational data, design advanced algorithms for detection and optimization, establish ML standards and best practices, mentor senior technical staff, partner with product leadership on long-term strategy
Seniority
Senior, hands-on IC with strategic influence
