Illumio

Illumio

Sr. Machine Learning Engineer

HQ - Sunnyvale (Office) · Senior · Contract

Sponsorship not specifiedDetected 82 days ago
PythonJavaDistributed SystemsVector DatabasesAWSGCPAzureCloud PlatformsKubernetesTerraformKafkaMachine LearningSparkData EngineeringLLMsRAGAgentic AIZero TrustLeadershipCommunication

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40Risky
Cap-exempt (no lottery)0
Sponsors this role90
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70

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Employer immigration record

from this employer's Department of Labor filings

Green-card filing pattern in this occupation

Context, not a finding about this posting: of this employer's 3 green-card filings in this occupation, 100% were for a worker who already held the job.

Green-card intent detected

Illumio, Inc. obtained a prevailing wage determination for Software Developers in Sunnyvale, CALIFORNIA on 2026-06-24. No matching green-card filing appears in our data yet. The determination expires in 16 days (2026-09-21), and a green-card filing must follow before then or the employer starts over.+1 more active determination on file

Files H-1B transfers

13 transfer filings in the last year, covering 13 workers. Median labor-condition decision: 7 days. An employer that already files transfers is one that can take over an existing H-1B.

Sourced from Department of Labor LCA, PERM and prevailing-wage disclosure data. Employer matching is by name, so figures may be split across an employer's legal entities. Absence of a filing means none appears in our copy of the data, not that none exists.

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About the role

  • Illumio is the leader in ransomware and breach containment, redefining how organizations contain cyberattacks and enable operational resilience.
  • Recognized as a Leader in the Forrester Wave™ for Microsegmentation, Illumio enables Zero Trust, strengthening cyber resilience for the infrastructure, systems, and organizations that keep the world running.
  • OUR TEAM'S VISION: Our Engineering team is shaping the future of cybersecurity.

Responsibilities

  • Asynchronous Systems: Architect and optimize high-throughput, event-driven systems using Apache Kafka to handle real-time data flows.
  • Data Processing at Scale: Build and maintain large-scale data pipelines using Apache Spark or Flink to provide the high-volume analytics that power our AI.
  • Agentic Systems at Scale: Design sophisticated AI Agents capable of autonomous planning, memory management, and high-reliability tool-use across distributed environments.
  • Infrastructure & Orchestration: Lead the architectural design of containerized services on Kubernetes, ensuring high availability and scalability across Cloud Infrastructure (AWS/Azure/GCP).
  • Advanced IaC: Expertise in building reusable Terraform modules and managing complex multi-region cloud deployments.
  • All official job offers from our company are extended directly by our recruitment team and will be sent through an official E-Signature document for your review and signature.

Requirements

  • 5-8 years of experience in backend engineering using Java, Python, or Go.
  • Hands on experience with agentic frameworks (e.g., AutoGen, CrewAI, or custom orchestration layers), RAG, MCP, fine tuning models and prompt engineering.
  • AI Ops: Experience with LLM deployment optimization (e.g., vLLM, TensorRT-LLM) or managing proprietary model inference endpoints.

Skills

  • ONWARDS TOGETHER!

Company info

  • Expertise in distributed systems, asynchronous architectures (Kafka), and large-scale data processing (Spark/Flink).
  • Agentic observability using Langfuse, Evals frameworks for Testing/Resilience
  • Illumio believes that an environment of unique backgrounds, experiences, viewpoints, and individual contributions creates a culture of belonging, drives our future, and makes us stronger together in support of our customers and their success.
  • Upon acceptance of any offer, we will request such information as part of the onboarding process prior to or on your first day of employment, and only after completing a background check through an authorized third-party vendor.
  • Your security is important to us, and we are committed to a safe and transparent hiring experience.
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This listing is sourced directly from Illumio's careers page and normalized into a canonical job model.