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Description Job Description: We are seeking a Market Data Developer to design and implement solutions for sourcing, storing, and delivering end-of-day (EOD) market data used in pricing and risk calculations. This role requires strong technical skills in Python, SQL, Snowflake, AWS, and deep domain knowledge of market data across multiple asset classes. The candidate will work closely with the Risk Orchestration team to provide accurate and timely market data inputs for pricing engines and risk models. Primary Responsibilities: Data Sourcing & Integration Source EOD market data by region from various front-office marking systems and external providers. Validate and normalize data across asset classes for pricing and risk consumption. Data Modeling & Storage Design and implement data models in Snowflake to persist: End-of-day prices, Volatility surfaces, Credit spread curves, Discount curves and other risk-related market data Infrastructure Development Provide solutions to pricing engines to deliver market data by region with high reliability and performance. Build scalable, cost-efficient Snowflake infrastructure and optimize queries for performance. Implement data quality checks and ensure auditability. Integrate with AWS SQS messaging for data readiness events. Collaboration Work closely with Market Data and Risk teams to define canonical market observables and maintain data lineage. Work closely with Risk Orchestration team to ensure all market data inputs meet requirements for pricing and risk analytics. Essential Experience/ Skills: 7+ years of hands-on experience in developing applications using Relational Databases and Big-data platforms. Technical Strong Python (pandas, numpy, data engineering best practices). Advanced SQL and Snowflake (schema design, warehouse management, streams/tasks, query optimization). ETL/ELT pipeline development Domain Knowledge Market data concepts across multiple asset classes (Rates, FX, Credit, Equities, Commodities). Understanding of EOD pricing and risk inputs for VaR, sensitivities, and stress testing. Bachelors degree, preferably in Computer Science, Engineering, Mathematics, or similar technical discipline Personal Attributes: Strong analytical and problem-solving skills, including the ability to troubleshoot and resolve complex data related issues Strong verbal and written communication skills Self-starter and entrepreneurial in approach Ability to escalate and follow-up proactively Good time management skills .
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The employers posting the most developer roles are Link Group (369 jobs), Upvanta (257), jobgether (226), and OfferZen (212). If you're applying to any of these, research their hiring patterns. They move fast and post often, which means they're either scaling hard or replacing people who didn't fit.
In your interview, expect this: 'Walk me through the last time you had to debug something that took you more than an hour. What was it, what did you try first, and what would you do differently?' Hiring managers ask this to see if you think systematically or just try random fixes. Have a real example ready with specifics.