Senior Machine Learning Engineer

Disney Disney · Media · Glendale, CA +4

This role focuses on building and operating distributed data and ML infrastructure that supports high-throughput, low-latency data processing and real-time ML use cases. The engineer will work on streaming data pipelines, feature computation systems, and ML-adjacent services, emphasizing hands-on engineering and distributed systems.

What you'd actually do

  1. Build and maintain high‑throughput batch and streaming data pipelines to support ML, analytics, and real‑time decisioning use cases.
  2. Develop and operate systems that support real‑time feature computation and delivery for online ML services.
  3. Build and operate ML‑adjacent services such as inference inputs, feature APIs, and data access layers.
  4. Instrument data and ML infrastructure with metrics, logging, and alerting to support production operations.
  5. Collaborate with applied ML and data science teams to enable production ML workflows through reliable data systems.

Skills

Required

  • Python
  • distributed systems
  • data processing architectures
  • streaming data technologies
  • batch data technologies
  • Kafka
  • Kinesis
  • Spark
  • Flink
  • cloud-native environments
  • containers
  • Kubernetes
  • IaC tools
  • observability
  • operational best practices
  • collaboration skills

Nice to have

  • real-time personalization
  • recommendation systems
  • analytics systems
  • feature stores
  • event-driven architectures
  • real-time ML pipelines
  • inference pipelines
  • data validation
  • model lifecycle tooling
  • optimizing data systems
  • experimentation platforms
  • data instrumentation for online systems
  • Java
  • Scala
  • Go
  • C++

What the JD emphasized

  • large-scale data or ML systems in production
  • streaming and batch data technologies
  • cloud-native environments
  • real-time personalization, recommendation, or analytics systems
  • feature stores, event-driven architectures, and real-time ML pipelines
  • ML infrastructure concepts