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Axis Global Tech Limited · Hong Kong, Hong Kong SAR

Senior AI Engineer

mid_levelfull timePosted yesterday
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Stack mentioned

langchainreactreact-nativenode.jsanthropicopenaigeminiagentic-aiblockchainobservabilityllmtypescriptpython

Senior AI Engineer

## Our stack

You should be strong across most of this.

- Agent frameworks: LangGraph / LangChain — building agents, subagents, and orchestrated subagent fleets.

- Frontend: React, React Native.

- Backend: Node.js.

- Models (we're model-agnostic): Claude / Anthropic, OpenAI / Codex, DeepSeek, Gemini, Sakana — routing across multiple models per task.

- Agent infrastructure: MCP servers, subagent orchestration, short-term and long-term memory systems.

- Data: integrating external data sources into agents; synthesizing unstructured/structured data into models; scraping (bonus).

- Domain (preferred): blockchain data, blockchain RPC, stablecoins.

## The role

You'll lead the design and delivery of our most important consumer AI features — owning the architecture, quality, and roadmap of how AI shows up in the product. You'll set technical direction, mentor other engineers, and be the person who makes hard applied-AI problems ship reliably at scale. This is an applied product role, not a research or protocol-engineering role.

## What you'll do

- Own end-to-end design and delivery of consumer-facing AI features, from concept to production.

- Architect robust agent systems with LangGraph / LangChain: agents, subagents, and orchestrated subagent fleets.

- Design and build MCP servers and the tooling that connects agents to the rest of the product.

- Build short-term and long-term memory systems and integrate external data sources into the agent fleet.

- Route intelligently across multiple AI models (Claude, OpenAI / Codex, DeepSeek, Gemini, Sakana) based on task, quality, latency, and cost.

- Build the eval and observability foundations that let the team ship quality improvements with confidence.

- Set technical direction for applied AI and mentor junior and mid-level engineers.

- Partner with product and leadership to shape what we build and why.

## What we're looking for

- 5+ years of software engineering experience, with a strong track record of shipping consumer-facing products to real users at scale.

- Demonstrated experience building applied AI / LLM-powered features in production — not just experiments.

- Deep fluency in TypeScript/Node.js and/or Python; experience with React and/or React Native.

- Hands-on experience building agents and subagents, including subagent orchestration and MCP servers.

- Experience working across multiple model providers and routing between them.

- Experience integrating external data sources into agents for short-term and long-term memory.

- Experience designing evals and improving model-driven systems with data.

- Strong product instincts: you make good trade-offs between speed, quality, cost, and UX.

- Ability to lead projects and level up the engineers around you.

## Nice to have

- Strong at scraping unstructured data and turning it into something an agent can use.

- Experience with blockchain data, blockchain RPC, and stablecoins.

- Experience in crypto, fintech, or payments, ideally on consumer products.

- Experience scaling AI features under real latency, reliability, and cost constraints.

- History of taking 0→1 products to launch.

As part of the screening process, please kindly include the following at the bottom of your resume/application:

1. Your top two favorite products

2. One of your favorite apps and one of your favorite brands, with a brief explanation of why you like them

3. A URL link to your portfolio

Please note that applications with this information will be preferred over those without.

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