Software Engineer, Extensibility Platform
✨ Why This Is a Good Vibe Coding Job
Benchling explicitly brands its ecosystem as a 'vibe-coding platform,' where you'll build tools like the Model Context Protocol (MCP) to help AI agents navigate scientific data. The company mandates AI fluency, even testing your ability to leverage LLMs during the interview process to ensure you’re an AI-first developer. It's a rare opportunity to build the very infrastructure that enables natural-language-driven scientific discovery.
The Opportunity
Benchling is transforming biotechnology by creating an AI-native ecosystem for scientific R&D. In this role, you will architect the Extensibility Platform, the core engine that enables researchers to build bespoke tools and automated workflows. You’ll be responsible for the infrastructure that distributes custom apps and manages real-time data flow across the entire platform.
Why This Is a Vibe Coder’s Dream
This team is building the future of 'vibe coding' for the life sciences. You will develop the Model Context Protocol (MCP) and Canvas Core, which allow AI agents and assistants to generate custom interfaces and interact with complex data. Benchling doesn't just tolerate AI tools—they expect you to use them to accelerate your engineering and help their customers do the same.
Your Impact
- Platform Engineering: Design and scale public APIs and installation machinery for a global network of biotech apps.
- AI Integration: Work on the systems that power AI agents, ensuring they have governed access to structured scientific data.
- Collaborative Strategy: Partner with product and design teams to turn scientific needs into flexible, programmable solutions.
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Source: ashby
Last reviewed: Oct 13, 2026. How we source and review jobs.