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Systems Internship

ID: 2895

Type: Internship

Category: Machine Learning

Company Name: AMGEN

Location: Breda - Breda - Netherlands

Education Level: junior

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Job Description
Functieomschrijving
  • Global Regulatory Affairs & Safety
  • Quality, Compliance & Audit, Learning & Performance
      • Process Development
      • Global Supply Chain
    • Life at Amgen
    • Amgen Stories
  • Attention Job Applicants:

    At Amgen, we are relentless in applying the highest ethical standards to our products, services and communications. Consistent with this, we expect all job applicants to act with honesty and integrity. Providing any false or misleading information, or omitting material information during the hiring process, may result in immediate disqualification from the hiring process or termination if already employed. We appreciate your cooperation in helping us uphold these standards.

    What would you like to do?

    Job Type Select one Full time Part time

    Where would you like to work?

    Metadata Intelligence & RAG Internship - Open Day Edition

    Two lab technicians smiling

    Attention Job Applicants:

    At Amgen, we are relentless in applying the highest ethical standards to our products, services and communications. Consistent with this, we expect all job applicants to act with honesty and integrity. Providing any false or misleading information, or omitting material information during the hiring process, may result in immediate disqualification from the hiring process or termination if already employed. We appreciate your cooperation in helping us uphold these standards.

    Metadata Intelligence & RAG Internship - Open Day Edition

    Netherlands - Breda Apply Now

    JOB ID: R-240744 LOCATION: Netherlands - Breda WORK LOCATION TYPE: Flex Commuter / Hybrid DATE POSTED: Mar. 24, 2026 CATEGORY: Supply Chain

    (Limited Spots - Attendance by Selection Only)

    Are you driven by applied machine learning, metadata intelligence, information retrieval, and cutting‑edge 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: 16 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 6‑month final‑year internship offers a rare opportunity to work on state-of-the-art metadata enrichment, semantic search, embeddings, and RAG (Retrieval-Augmented Generation) inside Amgen's production ecosystem.

    You will translate academic techniques into practical, reproducible prototypes using Amgen's 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 industry‑ready 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/LLM‑based, 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 RAG‑enabled 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:

    • End‑to‑end ML/NLP research and prototyping
    • RAG workflows, embeddings, and metadata extraction
    • Information retrieval evaluation (intrinsic + task-based metrics)
    • Production‑grade reproducibility and experimentation
    • Stakeholder interaction within a regulated, high-impact data environment
    • Presenting advanced technical concepts to non-technical audiences

    You will finish with portfolio‑quality code, reports, dashboards, and demos.

    Skills & Profile We're Looking For

    ✅ Must-Haves

    • Basic Python (scripts, pandas, small experiments)
    • SQL fundamentals (SELECT, JOIN, GROUP BY, window functions)
    • Experience working in notebooks (/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)
    • Type: Final-year internship (Master's 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 (1-2 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

    Amgen is an Equal Opportunity Employer and will consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability status, or any other basis protected by applicable law.

    Special Advisory: Please be cautious of scam recruitment offers claiming to be from Amgen. These scams seek to obtain personal information or payment from victims by offering jobs that do not exist. If you have been the victim of such a scam, please report it to https://reportfraud.ftc.gov/ .



    Opleidingsniveau: WO
    Carrièreniveau: Ervaren
    Uren: 33 - 40 uur per week
    Company Information

    Company Name: AMGEN

    Company Website: https://www.amgen.com

    Company Address: Breda

    Amgen Inc. is a multinational biotechnology company headquartered in Thousand Oaks, California, that researches, develops, manufactures and commercializes human therapeutics. Founded in 1980, Amgen grew from an early-stage biotechnology firm into one of the world’s largest independent biotechnology corporations. The company’s stated focus is on harnessing advances in molecular biology and human genetics to discover, develop and deliver medicines that address serious illnesses and improve patient outcomes. Amgen’s business model integrates discovery science, translational research, clinical development, large-scale biologics manufacturing and global commercial operations. Core business activities - Research and discovery: Amgen operates discovery and translational research programs that leverage molecular biology, cell biology, protein engineering and human genetics to identify disease mechanisms and therapeutic targets. The company invests in preclinical research and uses both in‑house and collaborative approaches to advance novel candidate molecules into clinical development. - Clinical development and regulatory approval: Amgen conducts phased clinical trials across indications including oncology, hematology, nephrology, cardiovascular disease, bone health and inflammation. It manages global regulatory submissions and post-marketing obligations to secure and maintain approvals in major markets. - Biologic manufacturing: A significant part of Amgen’s operations is dedicated to the large-scale biologics manufacturing required for protein-based therapies. The company designs and operates manufacturing facilities capable of producing monoclonal antibodies, engineered proteins and other complex biologic products, and it maintains quality and supply chain systems to support global distribution. - Commercialization and global marketing: Amgen markets and sells a portfolio of approved medicines worldwide, maintains sales and medical affairs organizations in multiple regions, and supports product access through payer engagement, patient support programs and distribution partners. It also pursues lifecycle management for approved products and strategic collaborations to expand reach. - Business development and partnerships: Amgen routinely engages in partnerships, licensing agreements and acquisitions to supplement its internal pipeline and capabilities. The company invests in external innovation, academic collaborations and corporate acquisitions to access complementary technologies and therapeutic candidates. Main products and therapeutic areas Amgen’s approved portfolio consists largely of biologic medicines—therapeutic proteins and monoclonal antibodies—targeting diseases with high unmet medical need. Historically and presently, the company has commercialized multiple widely used treatments, spanning supportive oncology care, nephrology, inflammation, bone health and cardiovascular disease. Representative products and categories associated with Amgen include: colony-stimulating factors and supportive-care biologics used in oncology settings; erythropoiesis-stimulating agents and related therapies for certain anemia indications; monoclonal antibodies and receptor-targeted biologics for inflammatory and immune-mediated conditions; agents for bone metabolism disorders; and targeted therapies developed for specific oncology and cardiovascular pathways. Amgen has also developed and introduced biosimilar products into select markets. Pipeline and scientific approach Amgen emphasizes a research strategy that integrates human genetics and deep biological understanding to select drug targets with robust evidence linking target biology to disease. The company advances assets through structured clinical development and seeks to build differentiated therapeutic profiles—such as novel mechanisms of action, improved dosing regimens or targeted patient populations. Amgen’s pipeline historically includes candidate programs across oncology, hematology, cardiovascular disease, bone health, nephrology and inflammatory diseases, as well as earlier-stage research in additional therapeutic areas. Manufacturing and operations Amgen operates multi-product biologics manufacturing facilities that produce complex protein therapeutics at commercial scale. The company invests in technologies and process improvements to enhance yield, consistency and scalability of biologic drug production. In addition to its primary research and manufacturing infrastructure, Amgen maintains global commercial capabilities including regional offices, medical affairs teams, regulatory and pharmacovigilance functions, and patient support services to ensure delivery and safe use of its medicines worldwide. Corporate strategy and positioning Amgen positions itself as a science-driven biopharmaceutical company focused on applying advanced biology to create clinically meaningful therapies. The company pursues a dual strategy of advancing internal discovery programs while augmenting its portfolio through acquisitions, licensing and collaborations. Amgen seeks to address high-burden diseases with targeted, biologic-driven medicines and to sustain long-term growth through innovation, lifecycle management of existing products and expansion into new indications and geographic markets. Global presence and impact Amgen has a worldwide commercial presence and supplies therapies to healthcare providers in numerous countries. The company’s operations encompass research sites, manufacturing facilities and commercial affiliates distributed across the Americas, Europe and the Asia-Pacific region. Amgen supports medical education and patient access initiatives and participates in public reporting of clinical trial results and safety data as part of its regulatory and corporate responsibilities. Governance and public reporting As a publicly traded company, Amgen publishes regular financial reports, regulatory filings and corporate responsibility disclosures. The company provides information on clinical development programs, safety data, manufacturing quality systems and supply chain considerations through official channels for investors, healthcare professionals and the public. Overall, Amgen is recognized as a major independent biotechnology company whose core activities span discovery science, biologics manufacturing, clinical development and global commercialization of protein-based therapeutics. The company’s operations and product portfolio emphasize biologic medicines and targeted therapies aimed at improving outcomes in severe and chronic medical conditions.
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