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Sonia · 1 month ago

Machine Learning Engineer (Data Engineering focus) (all)

United States

Full-time

Hybrid

Senior Level

5+ years exp

Sonia is a company focused on revolutionizing healthcare through AI-enhanced solutions. They are seeking a Machine Learning Engineer with a data engineering focus to architect and maintain data pipelines essential for training and running speech recognition systems used by clinicians.

B2BInformation TechnologySaaS

Responsibilities

Own the end-to-end data collection process, including quality control, sourcing, and annotation setup

Collect and curate custom datasets, including setting up the annotation pipeline, quality control, and performing alignment/segmentation procedures

Build and maintain scalable, robust data preprocessing workflows and ETL pipelines

Evaluate state-of-the-art deep learning models against production data quality metrics

Design and conduct rigorous experiments to validate new models and data-driven methods

Work closely with external vendors to coordinate and standardize data collection efforts

Collaborate closely with product managers, other ML engineers, and developers to translate high-quality data and solutions into production

Qualification

PythonETL frameworksMLOps monitoringData governanceSQLStatistical principlesAnalytical skillsVendor managementLanguage proficiencyResearch skillsCollaboration