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Senior Software Engineer, Machine Learning Platform Technologies - Traffic Infrastructure

Apple

Salary not specified
Dec 13, 2025
Cupertino, CA, US
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Apple is seeking a technical leader to design and scale traffic platforms that power Apple's Search and ML ecosystems, focusing on building next-generation platforms for machine learning systems with large-scale networking and traffic infrastructure expertise.

Requirements

  • 9+ years in networking, traffic infrastructure, or large-scale distributed systems roles.
  • Contributions to CNCF or networking open-source projects (Envoy, Istio, Kubernetes networking, eBPF, etc.).
  • Experience with HTTP/3, QUIC, or next-generation transport protocols.
  • Strong understanding of capacity-based routing, adaptive load balancing, and feedback-driven traffic systems.
  • Experience supporting ML inference platforms, GPU-backed services, or latency-sensitive ML workloads.
  • Familiarity with observability stacks (OpenTelemetry, Prometheus, Grafana) for traffic and networking telemetry.
  • Strong programming experience in Golang and Python, especially for control-plane or data-plane systems.

Responsibilities

  • Architect and build L4/L7 traffic platforms for ML training and inference using Envoy, Istio, and modern load-balancing techniques.
  • Design and implement dynamic, capacity-aware, and metrics-driven load balancing strategies for HTTP, gRPC, and streaming ML inference workloads.
  • Develop and optimize service mesh architectures for high-throughput, low-latency ML systems, including multi-cluster and multi-region topologies.
  • Lead the evolution of client-to-server and server-to-server traffic patterns, including adoption of HTTP/3 where appropriate.
  • Collaborate with ML and platform teams to support scalable inference, A/B traffic shifting, canarying, and adaptive routing strategies.
  • Contribute to and upstream improvements in Envoy, Istio, Kubernetes networking, or related CNCF projects, representing Apple in the open-source community.
  • Implement observability, telemetry, and debugging frameworks for traffic flows (latency, tail behavior, retries, backpressure, saturation)

Other

  • Excellent communication, technical writing, and cross-functional leadership skills.
  • B.S., M.S., or Ph.D. in Computer Science, Computer Engineering, or equivalent practical experience.
  • 5+ years of experience in distributed systems, networking, or traffic infrastructure engineering.
  • Proven ability to lead complex technical initiatives and mentor engineers.
  • Apple is an equal opportunity employer that is committed to inclusion and diversity.