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About the Role
As a Market Data Quality Analyst at IMC, you will own various reference data, corporate actions data, and alternative data from sources like exchanges and data vendors. You will transform these into research and trading-ready datasets through ingestion, validation, mapping, enrichment, and publication, enhancing the firm's decision-making capabilities.
Responsibilities
- Acquire, clean, and maintain reference data, corporate actions data, and alternative data from various sources.
- Design and own automated Python pipelines for ingestion, transformation, and publication of data sources.
- Analyze datasets using SQL, Pandas, and Polars to model, investigate issues, and document data.
- Monitor and resolve data anomalies, missing values, and inconsistencies to ensure high data quality.
- Develop automated testing strategies to flag data issues.
- Collaborate with engineers to enhance data storage, retrieval, and efficiency for research workflows.
- Partner with researchers, traders, and other data users to translate data needs into well-defined, maintained datasets.
Requirements
- 5+ years in a data-focused role, preferably in a trading, quantitative finance, or financial services environment.
- Strong Python skills, including data processing frameworks like Pandas or Polars.
- Advanced SQL for efficient analysis of large datasets.
- Genuine interest in exchange operations, including instrument lifecycles, session structures, holiday calendars, and symbology.
- Eagerness to meticulously examine datasets to identify quality issues or document data edge cases.
- Strong communication skills for cross-functional collaboration with researchers, traders, and engineers.
- Ability to build up data requirements with stakeholders.
Skills
- Python
- Pandas
- Polars
- SQL
- Data Quality Analysis
- Data Pipelines
- Data Validation
- Data Mapping
- Data Enrichment
- Data Publication
- Quantitative Finance
- Financial Services
- Market Data
- Reference Data
- Corporate Actions Data
- Alternative Data
- Streamlit (Nice to have)
- Plotly (Nice to have)
- Spark (Nice to have)
- Dask (Nice to have)
- CI/CD (Nice to have)
- Kubernetes (Nice to have)
Experience Level
- 5+ years
About the Company
- IMC is a global trading firm with a cutting-edge research environment and a world-class technology backbone.
- Established in 1989, IMC provides essential liquidity to financial markets.
- The company operates across offices in the US, Europe, Asia Pacific, and India.
- IMC fosters a collaborative, high-performance culture with a commitment to community involvement.
- The firm continuously innovates and collaborates, embracing new markets and disruptive technologies.