Sr Manager, Software Development Engineering

Workday Workday · Enterprise · Pleasanton, CA

Sr Manager, Software Development Engineering role focused on building and managing large-scale distributed data systems and AI/ML solutions for real-time insights, anomaly detection, and correlation engines within Workday's enterprise AI platform. The role involves leading development, managing data assets, and innovating on ML/AI platforms.

What you'd actually do

  1. Lead the development of AI /ML based correlation engine solutions for service outage detection.
  2. Design and implement correlation engines to identify relationships between disparate data sources and enable root cause analysis.
  3. Develop robust anomaly detection systems using ML algorithms to identify unusual patterns and potential issues before they impact business operations.
  4. Innovate on next-generation ML and AI platforms by leveraging existing data to uncover new opportunities.
  5. Manage cross-functional projects, using advanced data modeling and analysis techniques to generate insights for strategic decisions and optimization opportunities.

Skills

Required

  • Java/Scala
  • Python
  • machine learning
  • natural language processing
  • advanced deep learning models
  • data lake
  • AWS
  • S3
  • Spark
  • Kafka
  • machine learning workflow orchestration
  • intelligent decision systems

Nice to have

  • Computer Science degree or related
  • Master's degree in Computer Science or related

What the JD emphasized

  • AI/ML based correlation engine solutions
  • anomaly detection systems using ML algorithms
  • next-generation ML and AI platforms
  • machine learning and natural language processing
  • advanced deep learning models
  • machine learning workflow orchestration
  • intelligent decision systems

Other signals

  • AI/ML based correlation engine solutions for service outage detection
  • Develop robust anomaly detection systems using ML algorithms
  • Innovate on next-generation ML and AI platforms