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Caseware is a leading fintech company with a general customer base of over 500,000 users. We are expanding CasewareCloud with advanced data analytics and AI capabilities, building a modern data platform that delivers intelligent, data‑driven experiences.
Senior Software Developer - AI Data Engineer
As a key member of our AI team, you will design and operate the data infrastructure that powers our AI systems. Your responsibilities will include building scalable pipelines for retrieval‑augmented generation (RAG), managing agent memory, and ensuring AI observability. You will own production‑grade AI data workflows, influence architectural direction, and collaborate with AI, platform, DevOps, and product teams to deliver reliable, measurable platform capabilities.
What you will be doing
- Design and implement reliable, scalable data ingestion and integration pipelines for structured, semi‑structured, unstructured, and multi‑modal data, ensuring data is AI‑ready, governed, secure, and observable.
- Build and scale retrieval infrastructure, including vector storage,



embedding pipelines, hybrid search, and graph‑based knowledge representations, while optimizing data models for retrieval quality.
- Develop and operate agent memory systems and pipelines for AI system signals (tracing, feedback, evaluation, and usage data) to support observability and continuous improvement.
- Apply data quality, validation, monitoring, and testing frameworks in production pipelines, ensuring governance, access control, lineage, and security standards are met.
- Monitor, troubleshoot, and optimize AI data pipelines and retrieval workflows for reliability, performance, and cost.
- Design and support evaluation workflows for AI systems, enabling offline testing, benchmarking, and continuous improvement of retrieval and agent performance.
- Lead pragmatic platform evolution by defining clear contracts between AI services and data systems to reduce coupling and improve developer experience.

What

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📌 Senior Software Developer, AI Data Engineer (Medellín)
🏢 Medium
📍 Medellín