Teams at BID Operations

Monitor aggregate FX and CFD exposure, liquidity, pricing, margin utilization, and market events. Prepare and reconcile exposure, P&L, and dealing reports; investigate discrepancies; maintain handover records; escalate unusual trading activity and risk-limit breaches. Assist with authorized hedging and exposure rebalancing under senior supervision. Support desk data, automation, and ad hoc analysis while developing practical dealing and market-risk expertise.

Design, develop, and maintain scalable ETL data pipelines using Kafka, RabbitMQ, Spark, Airflow, ClickHouse, and cloud services. Build data storage solutions, optimize performance, monitor data quality, create data models and schemas, and collaborate with analysts and stakeholders to support reporting and decision-making. Ensure data governance and security compliance while troubleshooting systems and improving data architecture.

Transform real-time trading data into accurate PnL reports and analytics. Build automated reporting frameworks, optimize ClickHouse SQL queries, analyze execution and market impact, define trading KPIs, monitor data quality, develop Python automation scripts, and design data models for high-frequency financial reporting.