AI Engineer -RAG Platform
Insight
Utrecht, Netherlands
1 day ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours
Languages
English
Job source
Tech stack
Artificial Intelligence
Data Analysis
Automated Storage and Retrieval Systems
Microsoft Azure
Big Data
Continuous Integration
Distributed Systems
Python (Programming Language)
Machine Learning
Language Modeling
Performance Tuning
Retrieval-Augmented Generation
+7 more
Large Language Models
Prompt Engineering
Generative AI
Information Technology
Machine Learning Operations
Data Pipelines
Databricks
Job description
Continuous RAG Model Improvement:
- Enhance retrieval performance, answer quality, and user experience through experimentation and optimization.
- Evaluation & Measurement Development:
- Build automated frameworks to evaluate RAG quality, detect regressions, and generate actionable insights.
- Production Implementation:
- Convert data analysis and experimental findings into scalable engineering solutions that deliver business value.
- Collaboration:
- Work within a team of experienced engineers to build and operate critical AI capabilities for Rabobank.
- Ownership & Results-Driven:
- Take responsibility for delivering measurable outcomes, not just activities.
- Problem Solving:
- Tackle complex challenges using curiosity, analytical thinking, and a passion for system improvement.
Requirements
Experience with Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs)
- Proficiency in Python and Databricks
- Knowledge of evaluation frameworks for GenAI systems
- Experience with embedding models, prompt optimization, data pipelines, workflow automation, CI/CD, and Azure, Experience in fine-tuning language models, ranking/retrieval systems, AI observability, large-scale AI platforms, and synthetic evaluation datasets, Master’s degree or equivalent in Data Science, AI, Computer Science, Mathematics, Statistics, or related field
- Minimum 3 years’ experience in machine learning, applied AI, or data science
- Demonstrated experience with production RAG systems or advanced retrieval-based AI solutions
- Proven ability to design evaluation methodologies and metrics
- Track record of automating analyses into production solutions
- Experience with large datasets and distributed environments
- Strong communication skills with both technical and non-technical stakeholders
- Proficient in English (written and spoken)
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