Job_Summary:
Acubed is the Silicon Valley innovation center of Airbus, focusing on transforming the aerospace industry through artificial intelligence technology. They are seeking a Data Engineer to manage and optimize data pipelines, particularly for AI/ML applications, while collaborating with cross-functional teams to support computer vision initiatives.
Responsibilities:
• Manage data releases, tracking data provenance, evaluating data quality, providing data insight reporting.
• Contribute to scalable data and labeling pipelines for computer vision projects.
• Manage and optimize data storage solutions to ensure efficient data retrieval and processing.
• Monitor and troubleshoot data pipeline issues, ensuring timely resolution and minimal disruption to project timelines.
• Collaborate with machine learning engineers and other data/infrastructure engineers to understand data requirements and ensure the availability of high-quality labeled datasets.
• Stretch: Develop and maintain tools and processes for data labeling, including annotation workflows, quality control, and validation procedure.
Qualifications:
-Required:
• Bachelor’s in Computer Science, Data Engineering, and 2+ years of experience in a related field.
• Strong Python and SQL; Good software development fundamentals a must.
• Experience as a Data Engineer, working with data pipelines.
• Proficiency with data modeling.
• Proficiency with ETL processes and data pipeline operations.
• Proficiency with OLTP databases (e.g. Postgresql).
• Proficiency with OLAP databases (e.g. ClickHouse).
• Excellent problem-solving skills and attention to detail.
• Strong communication skills and the ability to work effectively in a collaborative team environment.
-Preferred:
• Experience with evaluation of ML models.
• Experience developing evaluation frameworks.
• Bonus points for experience with data pipelines for computer vision applications.
• Data labeling.
• Workflow orchestration tools, particularly Dagster.
• Distributed computing frameworks (Apache Spark, Dask).
• Containerization technologies (e.g. Docker).
• Job scheduling systems (e.g. Slurm).
Company:
Acubed is an aerospace center that provides flight services with artificial intelligence technology. Acubed has a track record of offering H1B sponsorships.
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