Metadata Intelligence & RAG Systems Internship – Open Day Edition

Breda - Netherlands

Monthly Salary: Not Disclosed

Posted on: 2 days ago

Vacancies: 1 Vacancy

Job Summary

Career Category

Supply Chain

Job Description

(Limited Spots Attendance by Selection Only)

Are you driven by applied machine learning metadata intelligence information retrieval and cuttingedge LLM workflows

This assignment is part of the Amgen Internship Open Day where four internship opportunities will be presented directly by their hiring managers.

Open Day Date: 21 April
Limited spots available
Participants will be selected by the hiring managers
Final confirmations will be sent during the week of 6 April

Important: Once you confirm your spot attendance is mandatory not attending means taking a seat from another motivated student.

About the Internship Metadata Intelligence: Theory Prototype

This 6month finalyear internship offers a rare opportunity to work on state-of-the-art metadata enrichment semantic search embeddings and RAG (Retrieval-Augmented Generation) inside Amgens production ecosystem.
You will translate academic techniques into practical reproducible prototypes using Amgens high-quality datasets and collaborate closely with analytics teams engineers and domain SMEs.

This assignment is ideal for students wanting to bridge academic research with industryready implementation.

Your Assignment

Over six months you will design and deliver a full metadata intelligence workflow:

1. Research & Theory

Conduct a literature review on modern metadata enrichment semantic search and RAG workflows
Compare rule-based Transformer/LLMbased and hybrid extractors retrievers
Build hypotheses and design evaluation frameworks

2. Prototype Development

Implement baseline extractors
Build LLM prompt pipelines embedding-based retrievers and hybrid workflows
Integrate a RAGenabled helper tool/playbook
Develop a metadata extractor embedding retrieval pipeline using Amgen datasets

3. Dynamic Data-Maturity & Health Reporting

Build an interactive dashboard showing catalog completeness data quality pipeline freshness KPI health
Demonstrate how improved metadata IR methods drive measurable productivity gains

4. Final Deliverables

Annotated literature review
Reproducible prototype code
Evaluation suite with metrics & recommendations
Integrated RAG demo
Interactive data-maturity dashboard
Handoff documentation final stakeholder presentation

What You Will Learn

This internship provides hands-on experience in:

Endtoend ML/NLP research and prototyping
RAG workflows embeddings and metadata extraction
Information retrieval evaluation (intrinsic task-based metrics)
Productiongrade reproducibility and experimentation
Stakeholder interaction within a regulated high-impact data environment
Presenting advanced technical concepts to non-technical audiences

You will finish with portfolioquality code reports dashboards and demos.

Skills & Profile Were Looking For

Must-Haves

Basic Python (scripts pandas small experiments)
SQL fundamentals (SELECT JOIN GROUP BY window functions)
Experience working in notebooks (Jupyter/Colab)
Problem-solving mindset and ability to debug
Clear written & verbal communication

Nice-to-Haves

Exposure to ML/NLP concepts (classification embeddings transformers)
Experience with git / basic version control
Any prior work with vector search or embeddings
Experience with Databricks SQL Power BI (preferred)

Internship Details

Type: Final-year internship (Masters preferred)
Duration: 6 months
Start: September 2026
Preferred Universities: Tilburg University Erasmus University TU Eindhoven TU Delft
Preferred Majors: Econometrics Data Science Business Analytics & OR Software Engineering Statistics Applied Mathematics ML/AI

What Amgen Offers

Structured mentorship (12 hrs/week)
SME access for annotation & evaluation
Compute resources production environment
Stakeholder exposure and presentation opportunities
A diverse international collaborative environment
Hybrid working flexibility
Gym vitality programs healthy cafeteria
Possibility to apply for temporary or permanent roles

About the Open Day Important Information

Spots for the Open Day are limited
Participants will be selected personally by the hiring managers
Final confirmations after selection will be sent during the week of 6 April
If you confirm your attendance you are required to show up declining too late or not attending removes an opportunity from another student
This DRP internship will be one of four internships presented during the Open Day

Required Experience:

Intern

Career CategorySupply ChainJob Description(Limited Spots Attendance by Selection Only)Are you driven by applied machine learning metadata intelligence information retrieval and cuttingedge LLM workflowsThis assignment is part of the Amgen Internship Open Day where four internship opportunities will...