AI Engineer - Agents

Labhouse

22h•Remote

About The Position

Labhouse is hiring an AI Engineer to build AI agents for Summary AI and Invoice Fly. The role owns the full development cycle, from deciding what to build and designing the architecture to implementation, measurement with real users, and ongoing iteration. The engineer will create multi-agent systems that perform practical work for users, as well as the underlying orchestration, tool use, context management, evaluation, and human-in-the-loop controls.

Requirements

At least 5 years of experience building production systems.
Experience building agents used by real people and making them reliable.
Ability to take full ownership of projects, make architecture decisions, and deliver them to production.
Experience evaluating AI systems and using data to prioritize improvements.
Keep up with new AI models and tools and assess which are worth adopting.
Ability to ship quickly and iterate without compromising quality.
Clear communication skills, including explaining technical tradeoffs and aligning with different teams.
Excellent problem-solving and analytical skills for resolving complex technical challenges.
Attention to detail and a product-first mindset focused on exceptional user experiences.
Self-driven, entrepreneurial attitude and ability to work autonomously.

Nice To Haves

Experience with subscription apps or mobile products.
Contributions to open-source AI tooling.

Responsibilities

Design and build the agent architecture from the ground up.
Ship agentic features into Summary AI and Invoice Fly.
Set up evaluations to measure quality, detect failures, and guide improvements.
Iterate quickly based on real-world usage and data.
Track the latest models, tools, and techniques and bring useful ones into the products.
Take ownership from initial concept through production and ongoing improvements.