# Evidence Seeks Software Engineers to Scale AI-Driven Business Intelligence The YC-backed startup is hiring engineers to build autonomous, AI-integrated analytics platforms. - **Source:** [Hacker News: Front Page](https://brifing.si/source/b07aa772-b1a0-4a76-aa18-719c6f9e2dde) - **Published:** 2026-10-19 - **Topic:** [Software & Engineering](https://brifing.si/c/engineering) - **Original article:** - **On Brifing:** https://brifing.si/s/090b98c6-7218-4302-820f-3469fb5b91e7 ## Evidence Scaling Analytics Infrastructure Evidence is expanding its engineering team to evolve its business intelligence platform. The company currently serves thousands of teams, ranging from startups to Fortune 100 organizations and government entities. By replacing legacy tools like Tableau and Power BI, they aim to set a new standard for human and AI agent collaboration in data analytics. ## Open Source Community Momentum The platform maintains strong traction through its open source project, which has secured 7,000 stars on GitHub. This community of data professionals provides a foundation for their growth strategy. The company leverages this user base to refine its core engine while maintaining a high bar for technical talent during their current recruitment phase. ## Strategic Backing and Stability Evidence is supported by prominent investors including Y Combinator, SV Angel, and A Capital. Additional backing comes from founders of established firms like dbt and PagerDuty. With growing revenue streams and several years of financial runway, the company is positioned to scale its operations while maintaining a deliberately small and highly efficient team. ## AI-Centric Development Philosophy The company operates on the belief that exceptional engineers, when amplified by AI agents, can achieve unprecedented productivity. This philosophy dictates their hiring process, seeking individuals who can thrive in an environment where AI handles significant portions of the software lifecycle. New hires will directly influence the future trajectory of the Evidence platform. ## Core Engineering Responsibilities Engineers joining the team will work directly alongside the founders on both Evidence Core and Evidence Studio. Technical responsibilities span the entire stack, from the underlying query engine to the complex agent harness. This role requires a deep understanding of how to integrate AI agents into existing data workflows and analytics infrastructure. ## Automating the Software Lifecycle Evidence is actively rethinking traditional software development by moving toward a process where agents manage the majority of the lifecycle. The goal is to automate routine tasks, allowing engineers to dedicate their time to high-level judgment, creative problem solving, and product thinking. This shift represents a fundamental change in their internal engineering operations. ## Evolving Development Processes The development methodology at Evidence is designed to be fluid, changing as AI capabilities improve over time. While the specific tools and workflows may shift, the company maintains a consistent set of core principles. This adaptability ensures that the team remains at the forefront of AI-assisted software engineering and data platform innovation. ## Impact of Early Engineering Hires Joining Evidence at this stage offers significant influence over the product's evolution. As the company transitions toward agent-led development, early engineers will help define the standards for this new paradigm. The combination of established market presence and a forward-looking technical roadmap makes this a critical phase for their engineering team expansion. ## Sources covering this story - https://evidence.dev/jobs — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._