2 months ago
Bogotá, ColombiaSenior
Responsibilities
- Design and build agent orchestration layers covering workflow state, event-driven agent execution, and next-best-action logic.
- Integrate LLMs through provider-agnostic layers using Anthropic, OpenAI, and Writer.ai.
- Implement structured outputs, tool-calling, retries, guardrails, and model-routing strategies.
- Transform documents, transcripts, and business records into reliable, actionable data.
- Build human-in-the-loop approval workflows for high-impact decisions.
- Establish evaluation and tuning loops to measure agent quality and improve system behavior.
- Identify and address non-deterministic failure modes through testing, observability, and guardrails.
- Collaborate with frontend, product, client, and domain stakeholders to deliver complete solutions.
- Use Claude Code and Codex AI coding agents in the software development workflow.
- Communicate technical concepts clearly to executive and non-technical audiences.
Requirements
- At least 5 years of experience shipping production software.
- Hands-on experience building LLM-powered or agentic applications using tool-calling, structured outputs, retrieval-augmented generation, and prompt iteration.
- Strong TypeScript and Node.js experience, or deep software engineering expertise in another ecosystem such as Python.
- Experience with an orchestration framework such as LangGraph.js, Vercel AI SDK, or Mastra.
- Experience with provider SDKs such as Anthropic, OpenAI, or Writer.ai.
- Experience designing scalable systems on AWS.
- Ability to parse, extract, validate, and structure unstructured data.
- Evaluation-driven approach to measuring and improving agent performance.
- Ability to operate independently in ambiguous environments and turn undefined problems into actionable solutions.
- Product-minded approach connecting architecture and model decisions to measurable user value.
- Strong communication skills for explaining agent pipelines to technical and non-technical stakeholders.
- B2+ English proficiency.
- Experience delivering AI solutions in regulated or high-stakes industries such as legal, healthcare, or fintech is a plus.
- Experience building automated evaluation harnesses for LLM systems is a plus.
- Experience with voice, transcript, or document-intensive workflows is a plus.
- Experience with Next.js, open-source agent projects, or Writer.ai is a plus.
- Comfort working in a fast-paced, agile consulting environment.
Benefits
- Remote from Colombia.
- Equal-opportunity workplace committed to a respectful and empowering environment.
Tech Stack
Categories
About Monks
Monks combines an extraordinary range of global marketing and technology services to accelerate business possibilities and redefine how brands and businesses interact with the world. It delivers unfettered content production, scaled experiences, enterprise-grade technology and data science fueled by AI to help the world’s trailblazing companies outmaneuver and outpace their competition.