Active Site Research, Inc.

Bridging AI and the Wet Lab

Active Site Research (formerly Panoplia Laboratories) is a federally registered 501(c)(3) non-profit based in Cambridge, Massachusetts. The organization focuses on studying how frontier AI technologies lower barriers to biology in the physical world. By conducting large-scale, in-person randomized controlled trials, Active Site measures the real-world impact of AI assistance on novice performance in molecular biology and evaluates AI agents executing complex laboratory automation tasks. Their mission centers on improving biosecurity science through rigorous empirical testing rather than theoretical speculation.

A Culture of Scientific Rigor

The culture at Active Site is deeply rooted in academic rigor and empirical validation. As a non-profit research institution, the team prioritizes independent, transparent science over rapid commercialization. Their approach to biosecurity is hands-on: rather than just publishing papers on potential risks, they actively run laboratory experiments to see exactly how AI tools affect biological capabilities. The environment is highly collaborative, bringing together experts in machine learning, synthetic biology, and policy to design experiments that resolve critical uncertainties in the field.

What You'll Actually Do

Work at Active Site varies significantly depending on your role, but it is heavily centered around the physical laboratory. For operations and leadership roles, like the Chief of Staff, the focus is on scaling the organization's capacity, managing cross-functional projects, and supporting the Executive Director. Science-focused roles, such as Research Protocol Technicians, spend their time in the wet lab (located in Kendall Square), directly running trials, collecting data on human-AI interaction, and ensuring experimental protocols are strictly followed. The team also works on evaluating AI agents for complex robotics and laboratory automation tasks.

Compensation & Benefits

As a non-profit, compensation at Active Site is structured differently than at venture-backed startups. For senior operational roles like the Chief of Staff, salaries range from $130K to $175K per year, plus benefits. Part-time research technician roles typically pay around $26.25 per hour, with potential bonuses. The organization offers standard benefits including a 401(k) with a 4% match, paid parental leave, and travel reimbursement for on-site requirements.

The Interview Process

The interview process at Active Site is structured to assess both technical competence and alignment with their non-profit mission. While specific round-by-round details are not widely publicized, candidates can expect a multi-step process starting with an initial application review, followed by interviews with the hiring manager and key team members. For lab-based roles, the process likely includes practical assessments of wet-lab skills and protocol adherence.

Why Join / Why Not

Why Join: Active Site is an ideal place for individuals passionate about the intersection of AI and biosecurity who want to conduct independent, impactful research. If you believe that empirical data is the best way to understand AI's risks and benefits in biology, this organization offers a unique opportunity to be at the forefront of that measurement. The work directly informs policymakers and the broader scientific community.

Why Not: This is a non-profit organization, meaning it does not offer the equity upside or massive salary bands found at major tech companies or venture-backed biotech startups. Additionally, the work is highly specialized and requires a strong commitment to on-site work in Cambridge, MA. If you are looking for a fully remote role or a traditional fast-paced tech startup environment, Active Site may not be the right fit.