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.
Benefits & Compensation
- This is a remote role.
- Opportunity to work on AI agent systems in a fast-moving startup.
- Annual salary: $30,000 – $60,000 USD.
Work Mode
This is a fully remote position open to candidates globally.
Bloom & Bond is an equal opportunity employer.
