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ExecutivePlacements.com · 3 hours ago

Machine Learning Data Engineer

Seattle, WA

Full-time

Hybrid

Mid Level

ExecutivePlacements.com is seeking a Machine Learning Data Engineer for their client, a Consumer Products and Software Services company. The role involves designing and building data pipelines, ingesting and preprocessing data, collaborating with ML teams, and maintaining data quality and performance.

Human ResourcesOnline PortalsRecruiting

Responsibilities

Design and Build Data Pipelines: Create efficient, reliable, streamable, and scalable data pipelines using industry-standard tools and techniques, such as TorchData, WebDataset, Apache Parquet., Python, and SQL

Data Ingestion: Develop strategies for ingesting data from data providers, ensuring data quality and consistency

Data Pre-processing: Implement parallel pre-processing to clean, transform, de-duplicate, combine and normalize data

Data Curation and Enrichment: Curate, augment, and enrich existing datasets to improve data quality and provide valuable insights to stakeholders

Synthetic Data Generation: Collaborate with synthetic data teams to generate data and incorporate into existing pipelines

Collaboration with ML Teams: Work closely with ML scientists, engineers, and product teams to understand data requirements, and collaborate on data delivery

Monitoring, Maintenance & Updating: Monitor data pipelines for performance, errors, and bottlenecks, and implement regular maintenance and updates. Stay updated with the latest trends and incorporate best practices into data pipelines

Technical Documentation: Document data pipelines, settings, and procedures for easy maintenance and knowledge sharing

Qualification

PythonApache ParquetTorchDataData CurationNatural Language ProcessingMachine LearningShell ScriptingProtobufTFRecordCommunication SkillsCollaboration Skills