Research Engineer, Data

Yesterday

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Allstate Northern Ireland

WebsiteLinkedInAll Job Openings

Software Development Services • Business Process Outsourcing Solutions • Infrastructure Services • Business Process Management • Managed Services

1001 - 5000 employees

Founded 1960

🔒 Cybersecurity

Description

• Own and lead engineering projects in the area of data acquisition, ingestion, and curation • Organize and curate large, unstructured, disparate multi-modal (text, images, 3D models, code snippets, metadata) data sources into a unified format suitable for machine learning • Develop and deploy highly scalable distributed systems to process, filter, and deploy datasets for use with machine learning • Conduct and analyze experiments on data to provide insights • Produce data visualizations and summaries to communicate data characteristics to researchers and leadership • Work with our legal and trust teams to ensure compliant and ethical use of data • Develop and deploy data pipelines into secure remote environments respecting and demonstrating security best practices • Writing robust, testable code that is well documented and easy to understand

Requirements

• BSc or MSc in Computer Science, or equivalent industry experience • Experience with software version control, unit tests, and deployment pipelines • Strong data modelling, architecture, and processing skills with varied data representations including 2D and 3D geometry • Excellent written communication skills to document code, data analysis, and findings from experiments • Experience with cloud services & architectures (AWS, Azure, etc.) • Experience with relational databases (e.g., MySQL, PostgreSQL) and NoSQL databases (e.g., MongoDB, Cassandra) • Experience with frameworks such as Ray data, Metaflow, Hadoop, Spark, and Hive • Experience with vector data stores • Experience with implementing ML models • Experience working with large data lakes and data streams • Proficiency with Linux systems and bash terminals

Benefits

• Competitive compensation package • Discretionary annual cash bonuses • Stock or long-term incentive cash grants • Comprehensive benefits package