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Senior Data Scientist

senior12.000 SGD · periodo no indicadoSingapore, SGhace 3 sem.
Análisis del mercado
📊 AI / ML / Data Science: salarios y demanda en el mercado
Stack
Networking ProtocolsCode ReviewAI AgentsKubernetesPostgreSQLGoModel Context Protocol (MCP)RubyLLMsArtificial Intelligence ApplicationSoftware Development LifecycleTechnical Design
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Descripción
Responsibilities We're building the infrastructure layer that connects enterprise systems to AI: an MCP Gateway , an AI Gateway , and the services around them. These are the systems that sit between LLM providers and everything else — routing, auth, rate limiting, observability, protocol translation. We're looking for a senior engineer who understands both the systems layer and the AI protocol layer, and who can build production-grade services in Go and/or Ruby. In this role, you will also be responsible to: Design and develop the MCP Gateway and AI Gateway — production services that mediate between applications, AI agents, and LLM providers. This means protocol-level work: MCP server/client implementations, request routing, streaming, tool-call proxying, authn/authz, and tenant isolation. You'll build the core infrastructure, not just applications on top of it. Build high-throughput, low-latency network services. You'll work close to the wire: TCP, TLS, HTTP/1.1 and HTTP/2, JSON streaming, connection pooling, backpressure. When latency matters, you'll know exactly where it goes. Own the data layer from the application side. Deep PostgreSQL knowledge — schema design, indexing strategies, query planning, transactions and isolation levels, connection management. You're not a DBA, but you can read EXPLAIN ANALYZE output and fix the query, not just add an index and hope. Design for concurrency. Worker pools, queues, graceful shutdown, backpressure, race-free shared state. You can
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