Agent Architect

This is a fully remote position, open to applicants in Mexico.

📋 Description

• Design and execute multi-agent workflows, encompassing task decomposition, state management, and tool utilization such as RAG and API integration.

• Establish comprehensive evaluation frameworks employing methodologies like LLM-as-a-judge, promptfoo, or DSPy.

• Create reusable agents and prompt libraries that cater to over 1,000 brands with distinct voices simultaneously.

• Collaborate with AI Engineering and Product teams to identify which behaviors should be managed through prompting, RAG, or fine-tuning.

• Serve as the technical lead for intricate client deployments.

• Conduct structured discovery sessions with clients to break down ambiguous business challenges into actionable agent workflows.

• Communicate cost, latency, and reliability trade-offs to non-technical stakeholders.

• Design and scale foundational agents that power the Pencil SaaS platform.

• Create tailored workflows for brands requiring specific brand DNA and intricate creative logic.

• Minimize workflow failure rates, optimize token usage and latency, enhance brand alignment, drive large-scale adoption, and ensure successful client deployments.

⛳️ Requirements

• Minimum of 3 years of direct GenAI experience.

• Profound, intuitive, and technical comprehension of LLMs, including GPT-4, Claude, and Gemini.

• Knowledge of multimodal models such as Stable Diffusion, Midjourney, and Video Gen.

• Systems thinking regarding latent space, context windows, and multi-agent input/output flows.

• Proficiency with Python, JSON structures, and API documentation.

• Experience with agent orchestration methodologies including task decomposition, tool utilization, and state management.

• Familiarity with benchmarking and A/B testing AI outputs.

• Proven experience in leading customer or stakeholder discovery sessions and transforming vague briefs into well-defined technical solutions.

• Background in solutions architecture, forward-deployed engineering, or technical consulting.

• Capability to translate creative direction into tangible system modifications.

• Ability to articulate agent failure modes, evaluation results, and architectural trade-offs in accessible language.

• Possess the legal right to work and reside in the country from which the candidate intends to work.

🏝️ Benefits

• 25 days of PTO in addition to public holidays, with a Flexible Time Off scheme in place.

• Health insurance / private medical coverage.

• Monthly stipend for wellness, fitness, and learning and development.

• Remote work – you can operate from anywhere within your home country.

• Enhanced parental leave policies applicable for parents through birth, adoption, or surrogacy.

• Access to our Pencil office located in The Shard, London for employees based in the UK.

• Flexible working hours.