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HelloCounsel.ai

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Software Engineer

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Description

We are looking for a hands-on AI Engineer who has experience building and deploying production-grade LLM agents. You will own an end-to-end agentic workflow, including architecture, integrations, memory, reliability, evaluation and customer-specific customisations.


Responsibilities:

  • Design, build and deploy autonomous LLM agents capable of running for extended periods with reliable state management, memory, retries and recovery.
  • Develop integrations with legal case management platforms such as Clio, Filevine, Litify and MyCase.
  • Build scalable abstraction layers to handle third-party APIs and customer-specific workflows.
  • Implement agent evaluation frameworks, transcript regression testing and reliability monitoring.
  • Optimise agent conversations, voice interactions and decision-making capabilities.
  • Work closely with customers and founders to understand workflows and deliver customised agent solutions.
  • Take complete ownership of architecture, development, integrations and production performance.


Requirements:

  • Strong hands-on experience building and deploying production-grade LLM agents.
  • Experience with Agentic AI, LLMs, tool calling and multi-step autonomous workflows.
  • Strong understanding of agent memory, state management, retries, orchestration and error recovery.
  • Experience building integrations with third-party APIs and complex enterprise systems.
  • Experience with LLM evaluation, testing frameworks, transcript analysis or trace-based regression testing.
  • Strong software engineering and problem-solving skills.
  • Product mindset with the ability to independently own and deliver end-to-end solutions.


Preferred Experience:

  • Experience with LangGraph, LangChain or similar agent orchestration frameworks.
  • Exposure to voice AI, conversational agents and speech-based workflows.
  • Experience integrating with CRM, CMS or case management platforms.
  • Experience building reliable AI systems for real-world production environments.


Ideal Candidate:

  • An AI Engineer who has built and shipped real-world autonomous LLM agents in production, understands agent reliability and evaluation, and can independently own complex AI workflows end-to-end.

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