Job Purpose The candidate will apply data mining techniques and conduct statistical analysis to large, structured and unstructured data sets to understand and analyse phenomena. Model complex business problems, discovering insights and opportunities through statistical, algorithmic, machine learning
Company Description: Systemiq is the system change company, working to accelerate the transition to a net-zero, nature-positive and more inclusive economy. As a certified B Corp, we partner with business, finance, policymakers and civil society to
Role Overview: Data Extraction Engineer designs extraction systems (and not just scripts). They build and maintain a next-generation data acquisition platform that treats web scraping as a declarative, specification-driven discipline. Instead of hard-coding XPaths for every site, Web
Key Responsibilities Specification-Driven Extraction Engineering: 1. Design and maintain declarative extraction specifications—using Pydantic models, JSON schemas, or domain-specific languages—that describe exactly which fields to capture, their types, and validation rules. 2. Implement pipelines that translate these specifications