Senior Data Engineer - Equity

6 days ago

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Fortyx

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Description

• We’re seeking a skilled Senior Data Engineer with experience in recommendation systems to join our team. • This role is pivotal in enhancing our backend systems, managing databases, and optimizing recommendation algorithms. • You’ll play a critical role in the architecture and performance of our recommendation infrastructure, ensuring accurate, relevant, and efficient recommendations for our users.

Requirements

• Proven experience as a Data Engineer or Backend Engineer, with a focus on recommendation systems. • Proficient in SQL and database management, especially with PostgreSQL and JSONB for structured data handling. • Solid understanding of recommendation algorithms (collaborative filtering, content-based, hybrid approaches). • Experience with similarity search libraries such as Annoy or Faiss. • Strong programming skills in Python, with experience in building backend logic for data-intensive applications in a containerised environment. • Familiarity with AWS ECS for container management, including task scheduling and scaling. • Experience using AWS EventBridge to trigger workflows or automate tasks in response to application events. • Analytical skills for data aggregation, querying, and insights generation. • Strong debugging and optimisation skills for handling large-scale data processing in cloud-based environments.