--- title: 'Sr. Machine Learning Engineer at Illumio' canonical: 'https://feeny.ai/job/sr-machine-learning-engineer-illumio-hq-sunnyvale-ca-e0e7gkk7w8ap' type: 'job' last_seen: '2026-09-08' --- # Sr. Machine Learning Engineer at Illumio - **Company:** [Illumio](https://feeny.ai/companies/illumio) - **Location:** HQ / Sunnyvale, CA - **Compensation:** $170k–$196k - **Employment:** full-time - **Work type:** onsite - **Posted:** 2026-06-15 - **Last confirmed live:** 2026-09-08 - **Apply:** https://jobs.ashbyhq.com/illumio/261ace32-cad6-4f54-88cf-f3b56ff8e823/application **Skills:** Java, Spring Boot, Kubernetes, Kafka, SQL, REST API, AWS, Azure, GCP, TCP/IP networking, Unix/Linux programming, Golang, CloudFormation, Terraform, Ansible, Networking and security controls > Illumio is seeking a Senior Member of Technical Staff to develop containerized microservices for its breach containment platform. The role involves mentoring junior engineers, owning the software development lifecycle, and working with Java, Spring Boot, and Kubernetes in an onsite capacity. ## Job description ONWARDS TOGETHER! Illumio is the leader in ransomware and breach containment, redefining how organizations contain cyberattacks and enable operational resilience. Powered by the Illumio AI Security Graph, our breach containment platform identifies and contains threats across hybrid multi-cloud environments – stopping the spread of attacks before they become disasters. 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. We thrive on visionary leadership, autonomy, and ownership, fostering a culture of innovation that propels us forward in the ever-evolving cybersecurity landscape. As a leader in Zero Trust Segmentation, we are redefining security for a world facing unprecedented cyber threats. You’ll work with a highly scalable SaaS service built using cloud-native technologies while simultaneously shipping the solution on-premises. Our guiding philosophy in Engineering is to get things right through practicing disciplined engineering, focusing, not cutting corners, and of course having fun while we are at it. We believe in enabling ownership at all levels of the organization and empowering teams. If you thrive in this culture, come join us! As a Senior Software Engineer, you will architect high-scale distributed systems that process massive data volumes to fuel our Agentic AI ecosystem. You will lead the development of autonomous agents that don’t just provide analytics, but take action—driving complex automation and insights for our enterprise customers. ## YOUR IMPACT: - 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). ## YOUR TOOLKIT: - 5–8 years of experience in backend engineering using Java, Python, or Go. - Expertise in distributed systems, asynchronous architectures (Kafka), and large-scale data processing (Spark/Flink). - Hands on experience with agentic frameworks (e.g., AutoGen, CrewAI, or custom orchestration layers), RAG, MCP, fine tuning models and prompt engineering. - Agentic observability using Langfuse, Evals frameworks for Testing/Resilience ## BONUS POINTS: - Advanced IaC: Expertise in building reusable Terraform modules and managing complex multi-region cloud deployments. - Vector DB Optimization: Deep experience in indexing strategies (HNSW vs IVF) and performance tuning for high-concurrency vector databases at scale. - AI Ops: Experience with LLM deployment optimization (e.g., vLLM, TensorRT-LLM) or managing proprietary model inference endpoints. This position involves access to software/technology that is subject to U.S. export controls. Any job offer made will be contingent upon the applicant’s capacity to serve in compliance with U.S. export controls #LI-TD1 #LI-ONSITE Our Commitment 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. 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. Please be aware that we do not ask for any personal information in the process of extending offers of employment, such as financial details or social security numbers. 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. If you receive any communication asking for personal details outside of these processes, please contact us immediately to verify the authenticity of the request. Your security is important to us, and we are committed to a safe and transparent hiring experience. For roles in San Francisco and Los Angeles: Pursuant to the San Francisco Fair Chance Ordinance and the Los Angeles Fair Chance Initiative for Hiring, Illumio will consider for employment qualified applicants with arrest and conviction records. ## About Illumio ## Company Overview - **One-liner**: Illumio provides a breach containment platform that prevents lateral movement and strengthens cyber resilience across hybrid and multi-cloud environments using AI-powered microsegmentation. - **Entity Type**: Private (over $557.5M in total funding, 5 rounds, late-stage) - **Headquarters**: Sunnyvale, California, USA - **Founded**: 2013 - **Founders**: Not publicly available (co-founders typically listed as Andrew Rubin and PJ Kirner, but not confirmed in provided sources) ## Core Business - **Primary industry/industries**: Cybersecurity (Computer and Network Security) - **Target customers**: B2B – enterprise and midsize businesses across banking & financial services, energy & utilities, government, healthcare, and manufacturing - **Mission or purpose statement**: “Breaches are Inevitable. Disasters are Optional.” – focuses on shifting from prevention to cyber resilience and breach containment. ## Products & Services - **Illumio Segmentation**: Microsegmentation platform that secures critical assets, workloads, and devices across hybrid and multi-cloud environments. Prevents lateral movement and enforces Zero Trust. - **Illumio Insights**: AI-powered observability, detection, and containment platform. Identifies lateral movement, detects attacks, and enables one-click containment using the Insights Agent (AI teammate). - **Illumio CloudSecure**: A newer product focused on cloud security, integrating with Azure Firewall Management and other cloud environments. ## Market Standing - **Valuation/Market Cap**: Not disclosed. - **Key Metrics**: Annual revenue of $100M (LinkedIn estimate); total funding of $557.5M (LinkedIn). - **Notable Investors/Partners**: Not specified in provided sources. Key partnership: collaboration with Microsoft to strengthen cyber resilience and prevent breaches at scale. - **Growth Signals**: 640 employees (+12.0% YoY, +96 people); named a 2024 Forrester Wave Leader in Microsegmentation; named a Customers’ Choice in the 2026 Gartner Peer Insights Voice of the Customer for Network Security Microsegmentation; targeting new AI-driven market with Insights Agent. ## Competitive Advantages - Proven leader in microsegmentation (Forrester Wave Leader, Gartner Customers’ Choice). - First-to-market breach containment platform – not just detection but automated containment. - Strong cross-platform support (hybrid, multi-cloud, on-premises). - High customer satisfaction (4.8/5 star rating based on reviews). - Deep integrations with major cloud providers (Microsoft Azure, AWS). ## Strategic Focus - Expanding AI capabilities with the Insights Agent for faster threat detection and automated remediation. - Deepening cloud-native integrations, especially with Azure Firewall Management. - Scaling from mid-market to large enterprise and government sectors. - Building a new global headquarters (Sunnyvale) and expanding regional offices (London, Paris, Tokyo, Singapore, Australia, etc.). ## Why Work Here - **Culture**: “Illumineer” culture built on innovation, cross-functional collaboration, and inclusion. Core values: Customer First Always, Relentless Execution, Onwards Together. - **Work model**: Hybrid – 2 days per week in office (Sunnyvale); every Friday is a remote work day. - **Benefits**: Comprehensive medical benefits, generous parental leave, fitness reimbursement, mentorship program, professional development resources, catered lunches, stocked kitchen, Illumineer Day (dedicated holiday). - **Employee Resource Groups**: The Neuroverse (neurodiversity), The Rainbow Room (LGBTQIA+), The Women (women’s leadership), The Village (caregivers). - **Growth**: Fast-growing company (12% headcount YoY) with a mission-critical cybersecurity product; interns work on real projects that impact the future of security. ## Sources 1. [Illumio Homepage](https://www.illumio.com/) 2. [Illumio Careers Page](https://www.illumio.com/company/careers) 3. [Illumio Corporate Overview](https://www.illumio.com/resource-center/corporate-overview) 4. [Illumio Job Listing (Senior Backend Engineer)](https://www.illumio.com/company/job-listing) 5. [Illumio LinkedIn Company Page](https://www.linkedin.com/company/illumio) ## Other roles at Illumio - [Enterprise Sales Executive](https://feeny.ai/job/enterprise-sales-executive-illumio-tokyo-zvr9x3b4fvv8) — Tokyo, Japan - [Digital Marketing Manager - EMEA & APAC](https://feeny.ai/job/digital-marketing-manager-emea-apac-illumio-united-kingdom-3mafa3tymacx) — United Kingdom - [Sr. Engineering Manager - Architecture](https://feeny.ai/job/sr-engineering-manager-architecture-illumio-hq-sunnyvale-ca-1mvjscekcvfy) — HQ / Sunnyvale, CA - [RVP, South](https://feeny.ai/job/rvp-south-illumio-georgia-s0zsh6qrxcvq) — Georgia - [Sr. Manager, Engineering - Cloud Security](https://feeny.ai/job/sr-manager-engineering-cloud-security-illumio-hq-sunnyvale-ca-4anywbf645nr) — HQ / Sunnyvale, CA - [Member of Technical Staff II- Cloud Security](https://feeny.ai/job/member-of-technical-staff-ii-cloud-security-illumio-sunnyvale-andbqx25d4fw) — Sunnyvale, CA / HQ - [Staff Engineer - Container Security](https://feeny.ai/job/staff-engineer-container-security-illumio-sunnyvale-ypkw5k03q106) — Sunnyvale, CA / HQ - [Staff Engineer - Cloud Security](https://feeny.ai/job/staff-engineer-cloud-security-illumio-sunnyvale-zb72ybtevhsz) — Sunnyvale, CA / HQ - [Director, Product Management](https://feeny.ai/job/director-product-management-illumio-sunnyvale-tsrtv28gahj9) — Sunnyvale, CA / HQ - [Sr. Engineering Manager - Full Stack](https://feeny.ai/job/sr-engineering-manager-full-stack-illumio-hq-sunnyvale-ca-tr0tava8r9jg) — HQ / Sunnyvale, CA