Production Data Scientist - Real Estate & AI

ICE; Atlanta (GA); On-site; USD 110,000 - 170,000; Full time

Job summary

Intercontinental Exchange, Inc. (ICE) is seeking a full-time Data Scientist to join the Data Analytics team.

The role covers the full data lifecycle from profiling to production support, focused on real estate reference data used in ICE’s Fixed Income and Data Services products. You will build models, automate data pipelines, and contribute to AI initiatives across the enterprise, collaborating with data engineering, product, and client teams.

Qualifications

• Advanced degree preferred in a quantitative field (MS/PhD) or equivalent.
• Strong Python (or R) skills with core libraries and advanced SQL.
• Hands-on Databricks/Spark experience; production data jobs and ETL/ELT workflows.
• Cloud data platforms (AWS/Azure/GCP) familiarity; data quality & delivery experience.
• Experience delivering recurring data products to clients and stakeholders.

Responsibilities

• Own, validate, and maintain recurring production data feeds and datasets ensuring quality before delivery.
• Build, modernize, and automate SQL and Databricks workloads and production jobs.
• Plan and run data migrations and platform rollouts, assess impact on deliverables.
• Develop, validate, and interpret statistical and predictive models; create visuals for insights.
• Contribute to enterprise AI/ML initiatives from prototyping to production, using TF/PyTorch.
• Collaborate with data engineering, product, and client teams to productionize validated data.
• Communicate methods and results clearly to technical and non-technical audiences.
• Document workflows, review code, and mentor junior members.

Skills

Python

SQL

Spark

Databricks

TensorFlow

PyTorch

Airflow

Git

Tableau

Power BI

Cloud platforms (AWS/Azure/GCP)

Education

MS/PhD in quantitative field

Tools

Databricks

Spark

TensorFlow

PyTorch

Airflow

Git

Tableau

Power BI

Job description

Intercontinental Exchange, Inc. (ICE) is seeking a full-time Data Scientist to join the Data Analytics team.

The role covers the full data lifecycle from profiling to production support, focused on real estate reference data used in ICE’s Fixed Income and Data Services products. You will build models, automate data pipelines, and contribute to AI initiatives across the enterprise, collaborating with data engineering, product, and client teams.