Backend Engineer, AI (Agent Systems)

SingaporeFull-timePosted about 7 hours ago

Own and operate the AI inference and orchestration backend powering production AI interactions, emphasizing low latency, reliability, and scalable pipelines.

Responsibilities

  • Design AI inference pipelines and orchestration layers.
  • Build production APIs for AI interactions used by clients.
  • Implement monitoring, logging, alerting, and incident response.
  • Optimize latency, throughput, caching, batching, and streaming.
  • Ensure reliability for multi-step workflows and external tools.
  • Debug distributed systems under load.
  • Collaborate with ML and frontend teams to ship features.
  • Maintain clear API boundaries and service design.

Requirements

  • Proficiency in Python and Node.js.
  • Experience with PyTorch for AI inference.
  • Experience with OpenAI/Anthropic or open-source LLMs.
  • Strong SQL and NoSQL database experience.
  • Kubernetes and Docker for deployments.
  • Designing production-grade inference pipelines.
  • Building low-latency, high-throughput services.
  • Debugging distributed systems under load.
  • Familiarity with AI inference patterns (LLMs, embeddings, multimodal).
  • Experience operating production systems with monitoring and incident response.

Nice to Have

  • Experience with multi-modal AI systems.
  • Experience with task automation or workflow tooling.
  • Familiarity with caching and streaming architectures.
  • Experience shipping in small, high-talent teams.
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Founded

2019 (over 7 years ago)

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201-500 employees

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Software Development

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