Firecrawl

Design and ship A/B tests across agent-facing surfaces including MCPs, CLIs, skills, APIs, and documentation.Analyze behavioral and experiment data and turn findings into shipped product improvements.Form and test production hypotheses about how agents discover, interpret, and select tools and capabilities.Track emerging agent tools, models, and harnesses, including Hermes and OpenC

Design, build, and operate GCP and on-premises infrastructure supporting Firecrawl’s products.Run stateful, high-throughput workloads on Kubernetes, including search clusters, crawling fleets, queues, and databases, with zero-downtime upgrades.Own CI/CD, infrastructure as code, automation, and containerized platform deployments.Reduce infrastructure cost per request as traffic and d

Improve Firecrawl Search ranking and relevance through feature engineering, model training, and production deployment.Build and tune learning-to-rank, query-understanding, and LLM-driven retrieval models.Extend machine learning across extraction quality, content classification, and evaluation of LLM-driven features.Mine query logs and behavioral data at scale to identify product suc