Building and operating data scraping pipelines that feed pre ‑ trade platforms with high quality market data
Designing, building, maintaining, and improving data scrapers, ingestion pipelines, and validation processes
Improving robustness, maintainability, and observability of scraping solutions
Contributing to engineering best practices such as code quality, testing, monitoring, alerting, documentation
Ensuring timely, complete, and accurate ingestion of market data into business-critical pre ‑ trade systems
Collaborating with support functions and engineering colleagues to reduce operational risk

Bachelor’s or master’s degree in Computer Science, Data Science, Software Engineering, Mathematics, Physics, or similar
Solid professional experience developing software in Python
Experience with backend or data-oriented development in production environments, including SQL and structured data handling
Exposure to C#/.NET, ClickHouse, cloud platforms, event-driven systems, or modern observability tooling is beneficial
Strong understanding of APIs, data ingestion, automation, and systems integration
Familiarity in version control, testing practices, and disciplined software engineering
Demonstrated ability to troubleshoot production issues, identify root causes, and improve reliability of operational systems
Attention to detail and structured problem solving

Pre-Trade Data Developer

Key skills