Data Analyst
Core
Design and implement automated data collection workflows using Python and AI/LLM tools to extract, process, and standardize financial data from regulatory filings, earnings reports, and market documents.
Role type
Data Analyst (Financial Data & AI Automation)
Builds
Automated data pipelines and standardized financial datasets for Compustat Fundamentals
Domain
Financial Services / Data Engineering / AI/LLM
Deliverable
production ML models
Required skills
Python, SQL, AI/LLM tools (OpenAI APIs, Hugging Face, LangChain), Financial statement analysis, Data extraction from unstructured documents
Preferred skills
Machine learning frameworks (scikit-learn, TensorFlow, Pytorch), Cloud platforms (AWS, Azure, GCP), Data visualization (Tableau, Power BI, matplotlib, seaborn), US GAAP reporting standards
Technologies
Python, SQL, OpenAI APIs, Hugging Face, LangChain, pandas, numpy, scikit-learn, TensorFlow, Pytorch, AWS, Azure, Google Cloud, Tableau, Power BI, matplotlib, seaborn
Responsibilities
Design and implement automated data collection workflows using Python and AI/LLM tools to extract, process, and standardize financial data from various sources including regulatory filings, earnings reports, and market documents. Develop and maintain SQL queries and database solutions to ensure data integrity, accuracy, and efficient retrieval for Compustat Fundamentals and other financial datasets. Leverage large language models and natural language processing techniques to analyze unstructured financial documents, extract key business insights, and automate data classification processes. Build and optimize Python-based data pipelines that integrate with existing research tools and databases, reducing manual effort while improving data quality and processing speed. Collaborate with cross-functional teams to identify opportunities for AI-driven process improvements and implement technical solutions that enhance research efficiency and accuracy. Monitor and troubleshoot automated systems, ensuring consistent performance and implementing enhancements based on evolving business requirements and emerging AI technologies.
Seniority
Individual Contributor