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ICON plc
Austin, Texas, United States
Source: ICON plc careers · View original posting
From ICON plc's posting. “We” and “our” refer to the employer.
ICON is looking for a Software Engineer to join our growing team. In this role, you will be responsible for designing, building, and maintaining the data infrastructure that powers our data-driven products and services.
Data Engineering Responsibilities
Design and build robust data pipelines to ingest, transform, and load data from a variety of internal and external sources.
Develop and maintain large, high quality datasets that power machine learning models and analytical products.
Build scalable data storage, processing, and serving infrastructure on cloud platforms.
Develop tooling and services for data labeling, data review, and dataset curation at scale.
Find and evaluate new external data sources - manage relationships with data partners and vendors.
Contribute to CI/CD practices and engineering standards across the data platform.
Data Science Responsibilities
Partner with ML engineers and researchers to design feature pipelines and experiment infrastructure.
Apply statistical and analytical techniques to assess dataset quality, identify gaps, and surface insights.
Develop efficient algorithms and data models to curate data and maintain high quality and consistency.
Design and evaluate metrics to measure dataset health and model readiness.
Translate ambiguous research questions into well defined data problems with measurable outcomes.
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