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Custom AI Agent Development for Rocketlist.ai
Nima Zaeimzadeh
I’m excited to share that I’ve developed a custom AI agent for Rocketlist.ai, a cutting-edge platform revolutionizing how high-potential talent discovers startup jobs in the DACH region (Germany, Austria, Switzerland). Rocketlist curates roles at the hottest startups, filtering by funding, traction, and team growth to connect job seekers with opportunities that matter. My AI agent enhances this mission by providing a smarter, more intuitive experience for users navigating the platform and seeking their next career move.
What the AI Agent Does
The AI agent is designed to streamline the job search process, deliver personalized insights, and support Rocketlist’s goal of leveling the playing field for startup job seekers. Here are its key capabilities:
Personalized Job Recommendations:
The agent leverages Rocketlist’s data-driven approach to match users with startup roles based on their skills, preferences, and career goals. For example, users can input criteria like “Full-Time Software Engineering roles in Berlin with English-only requirements,” and the agent filters jobs from startups like Solaris or YOUKI GmbH.
It analyzes metrics such as funding recency, headcount momentum, and web engagement to highlight roles at high-signal startups, ensuring users focus on opportunities with strong growth potential.
Guided Job Search and Filtering:
The AI agent simplifies navigation of Rocketlist’s extensive filters (e.g., location, industry, contract type, seniority, or B2B/B2C focus). It guides users through options like selecting “Hybrid” roles in Munich or “Senior-Level” positions in fintech, making the search process faster and more intuitive.
It can respond to natural language queries like, “Show me biotech startup jobs in Greifswald with recent funding,” and surface relevant listings, such as those from Coldplasmatech GmbH.
Career Insights and Startup Analytics:
The agent provides real-time insights into startups’ performance, such as year-over-year headcount growth or month-over-month website traffic surges, helping users make informed decisions about where to apply. For instance, it might highlight a 122% website growth for Keepoala, signaling a hot opportunity.
It educates users on the startup ecosystem, explaining metrics like funding risk tiers or market demand proxies, empowering them to target roles at companies with strong traction.
Streamlined Application Support:
The AI agent assists users in preparing applications by offering tips on tailoring resumes for specific roles, such as a Backend Engineer position at Moss or a User Success Officer role at Bling.
It can guide users through Rocketlist’s application process, ensuring they provide all required details and meet deadlines for roles like Operations & Strategy Intern at bunch.capital.
Enhanced User Experience:
Built to align with Rocketlist’s intuitive and playful UX (designed by co-founder Sofi), the agent offers a seamless, engaging experience, answering questions in real time and reducing the need for manual browsing.
It supports multiple languages (e.g., English and German) to cater to diverse job seekers in the DACH region, ensuring accessibility for all users.
Operational Support for Rocketlist:
Internally, the agent can automate tasks like updating job listings via Rocketlist’s Framer + Google Sheets CMS, reducing manual work for the team.
It integrates with Rocketlist’s data analytics pipeline, providing insights into user behavior and job listing performance to help refine the platform’s offerings.
Why This Matters
This AI agent amplifies Rocketlist’s mission to give everyone a fair chance to build something great by connecting talent with high-potential startup opportunities. By making job discovery smarter, faster, and more personalized, it eliminates the luck factor that founders Fede, Jonas, and Morten sought to address when they launched Rocketlist in January 2025. Whether helping a job seeker find a role at a sustainable e-commerce startup like Keepoala or supporting Rocketlist’s team in scaling their platform, this AI agent is a powerful tool for transforming the startup job market in DACH.
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Posted Aug 20, 2025
Developed a custom AI agent for Rocketlist.ai to enhance job search and application processes.
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