Bloom & Bond is looking for an AI Agent Engineer to own the end-to-end development of AI-powered automation modules for our healthcare marketing, operations, and patient engagement platform. You will design and deploy a series of AI agents on a 4–5 week sprint cadence, working directly with the founder and collaborating with one other developer.

What You'll Do

Design, build, and deploy AI agent modules from architecture through production.
Ship new agent capabilities every 4–5 weeks.
Integrate with third-party APIs including GoHighLevel, NexHealth, OpenDental, Stripe, Meta Ads, and Google Ads.
Build LLM-based automation using APIs from OpenAI and Anthropic.
Create prompt chains, tool-use patterns, and structured output pipelines.
Implement evaluation pipelines and observability tools such as Langfuse and Weights & Biases.
Manage CI/CD, deployment, and monitoring for all agent services.
Design and deploy a SEO Agent for automated content production and search growth.
Design and deploy a Patient Journey Agent for automated patient communication workflows.
Design and deploy an Ad Deployment Agent for digital marketing campaign automation.
Iterate on an existing AI voice scheduling system built using the OpenAI Realtime API.

What We're Looking For

5+ years of software development experience.
2+ years building API-heavy backend systems.
Strong experience with Python or Node.js / TypeScript.
Hands-on experience with prompt engineering.
Hands-on experience with function calling / tool use.
Hands-on experience with structured output parsing.
Hands-on experience with Retrieval-Augmented Generation (RAG).
Hands-on experience with agent frameworks such as LangChain or CrewAI.
Strong API integration experience.
Experience integrating multiple third-party services in a single system.
Comfortable handling authentication, rate limits, webhooks, and data normalization.
Comfortable owning infrastructure including CI/CD pipelines, containerized deployments, logging and monitoring, and service reliability.
Self-directed and able to ship independently.
Comfortable working in a startup environment.
Strong written communication for async workflows.
Collaborative and constructive in code reviews.

Nice to Have

Experience with GoHighLevel, NexHealth, or OpenDental.
Experience with marketing automation systems or CRM integrations.
Familiarity with voice AI systems using Twilio or ElevenLabs.
Prior startup or early-stage product experience.
Experience with local LLM inference tools like Ollama or vLLM.

Technical Stack

Languages: Python, Node.js, TypeScript
AI APIs: OpenAI Realtime API, Anthropic API
Frameworks: LangChain, CrewAI
Observability: Langfuse, Weights & Biases
Integrations: GoHighLevel, NexHealth, OpenDental, Stripe, Meta Ads, Google Ads
Voice: ElevenLabs, Twilio
Infrastructure: Railway
Local LLM: Ollama, vLLM

Team & Environment

You will work directly with the founder and collaborate with one additional developer. You will report to the founder who oversees architecture and product direction.