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Protocol Intelligence
Data-driven signals on your job's competitivenessTier-1 brand, metro location, generalist backend title, and broad platform requirements increase applicant competition.
Specialized platform, inference, and service-mesh expertise reduces cross-industry transferability.
Explicit 8+ years and mandatory distributed-systems, Kubernetes, and Envoy expertise enforce highly strict shortlisting.
Job Description
Structured overview of role & requirementsAbout This Role
Architect and build large-scale AI inference gateway platform serving mission-critical machine learning workloads at scale.
Design and develop platform components for request routing, load balancing, traffic shaping, caching, and policy enforcement for AI inference services.
Lead technical vision, architecture reviews, and mentor senior engineers across teams, optimizing performance, reliability, and observability for AI infrastructure.
Minimum Requirements
8+ years professional software development experience.
5+ years experience designing and operating large-scale distributed systems in production.
Strong hands-on expertise in Go, Java, or Python; experience with Kubernetes and containerized workloads on AWS, Azure, or GCP.
Experience building mission-critical platform or infrastructure services with microservices architecture and strong understanding of cloud-native technologies.
Ideal Candidate Profile
Experienced in designing and operating AI/ML inference platforms or large-scale networking infrastructure including service gateways and service mesh.
Strong background in distributed systems with expertise in Kubernetes ecosystem technologies and high-performance networking protocols (gRPC, HTTP/2).
Comfortable leading technical vision and multi-team collaboration to drive scalable, reliable AI infrastructure within hybrid cloud environments.