Senior Data Engineer: ML & Market Analytics

Intercontinental Exchange Holdings, Inc.; New York (NY); In loco; USD 145.000 - 185.000; Tempo pieno

Vantaggi offerti da questo lavoro

Healthcare coverage

401(k) plan

Life insurance

Paid time off

Descrizione del lavoro

Intercontinental Exchange Holdings, Inc. (NYSE: ICE) is seeking a senior developer to advance data analytics workflows for trading data.

You will ingest and analyze large volumes of data, collaborate with NYSE teams, and apply data science and ML techniques to market microstructure. You will own work from design through production, contribute to AI-powered market analytics, and help build scalable data pipelines on a modern cloud stack.

Competenze

• Bachelor's degree in computer science, data science, finance or mathematics, or equivalent experience.
• 5+ years of professional software development experience.
• Strong programming skills in Python, including libraries for data science (pandas, NumPy, PySpark).
• Strong SQL skills, including query tuning and query plan management.
• Experience with cloud environments such as AWS.
• Experience with cloud data platforms and warehouses like Snowflake, Databricks, BigQuery or Redshift.
• Experience applying statistical analysis and modeling to financial market data or familiarity with market structure and trading data.
• Experience writing complex programs and implementing custom algorithms, including adapting open-source frameworks.
• Proficiency with Git and Agile teams of 5 to 8 engineers.
• Demonstrated written and verbal communication skills.

Mansioni

• Data engineering and analytics solutions: design, write and optimize SQL to develop data science solutions with business teams.
• Build frameworks and tools that automate data collection and maintain databases and data systems.
• Analyze large data sets, apply statistical methods, and create reports for stakeholders.
• Develop and unit test code following software development best practices; collaborate with QA for testing.
• Prototype new ML, AI, NLP, and LLM solutions for quantitative analysis and market monitoring.

Conoscenze

Python

SQL

AWS

Data analytics

Machine Learning

Git

Agile teams

Communication

Formazione

Bachelor's degree in CS/Math/Data Science/Finance

Strumenti

Snowflake

Databricks

BigQuery

Redshift

Spark SQL

Parquet

Tableau

Power BI

Alteryx

Descrizione del lavoro

Intercontinental Exchange Holdings, Inc. (NYSE: ICE) is seeking a senior developer to advance data analytics workflows for trading data.

You will ingest and analyze large volumes of data, collaborate with NYSE teams, and apply data science and ML techniques to market microstructure. You will own work from design through production, contribute to AI-powered market analytics, and help build scalable data pipelines on a modern cloud stack.