From planning to delivery, Jellyfish combines system and sentiment data to uncover productivity blockers, maximize engineering impact and drive better business outcomes.
Billy Robins, Head of Partnerships, shares details on Jellyfish and what it’s like to work there.
In This Video
What is Jellyfish
Jellyfish is a software engineering intelligence and AI impact platform designed to align engineering metrics with business outcomes. The company provides telemetry and visibility into software development processes, helping organizations maximize the business value delivered by their engineering teams. Serving over 700 companies, including major brands like DraftKings, Keller Williams, and Blue Yonder, the platform brings data-driven transparency to an area of business that has historically been difficult to measure.
How Jellyfish Tracks Engineering Productivity
The platform works by ingesting data from the entire toolstack that software engineers use on a regular basis. This includes repository systems like Git, issue tracking tools like Linear, and modern AI development tools. By applying patented algorithms to this data, Jellyfish provides a clear breakdown of engineering investments, detailing the percentage of effort dedicated to new innovation versus tech debt or bug fixes. This telemetry allows enterprise leaders to visualize delivery timelines and configure custom dashboards tailored to their specific corporate goals.
Managing AI Tools and Hybrid Teams with Jellyfish
As artificial intelligence alters the software development landscape, Jellyfish offers dedicated solutions to measure the impact of AI tools such as GitHub Copilot, Amazon Q, Claude, and Cursor. The platform tracks which developers are adopting AI, how effectively they are utilizing these tools, and whether the tools are successfully accelerating product delivery. Furthermore, it addresses critical questions regarding the quality and security of AI-generated code. Jellyfish is also introducing capabilities to monitor hybrid workflows where human engineers and AI agents collaborate, utilizing AI to auto-generate executive summaries that help chief technology officers communicate engineering progress to the executive suite and the board.
Company Culture and Careers at Jellyfish
Jellyfish fosters a collaborative, bottoms-up company culture that values experimentation and autonomy. The organization operates on a hybrid model, balancing a strong office presence in Boston, where roughly 60 percent of the team is located, with a well-integrated remote workforce spanning areas like San Francisco. As a market leader in engineering intelligence during a major wave of AI transformation, the company presents an environment for top talent interested in building the future of engineering telemetry and organizational insight.
