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Staff Machine Learning Engineer
Posted on 8/30/2022
INACTIVE
Locations
Remote • United States
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Science
Requirements
  • 4+ years experience building, training ML models
  • 3+ years experience in enterprise-grade highly reliable, mission-critical software or big data systems
  • 3+ years of experience deploying ML models in production environments serving with low latency
  • Enjoy and have experience shipping ML models in a large-scale production environment
  • Hold yourself and others to a high bar when working with production systems
  • Take pride in taking ownership and driving projects to business impact
  • Thrive in a collaborative environment
Responsibilities
  • How do featurize all user interactions on Okta and train models on high-dimensional input?
  • How do we design models to handle both tabular & unstructured data?
  • How do we train models to learn quickly from fresh incremental data (few-shot learning)?
  • What unsupervised systems can we build to detect anomalous behavior?
  • How do we train, deploy, build scoring services for cutting-edge ML techniques such as Graph Neural Networks
  • Designing, training, improving & launching models
  • Proposing and implementing ideas that improves Okta's understanding of user behavior
  • Building ML systems that evaluates risk online and take appropriate actions
  • Working with our partner teams to launch new signals that directly impacts improving our understanding of user behavior
  • Helping engineers across the company to develop technologies for scaling our infrastructure
  • Debugging production issues across services and multiple levels of the stack
Okta provides online identity verification solutions.
Company Overview
Okta provides online identity verification solutions.