Technical Stewardship - 6-Month Internship
Luxembourg - Esch-sur-Alzette
Full-time
Intern / Student
1,200 - 1,500 € per year
Who we are
Luxembourg National Data Service (LNDS) is a brand of PNED G.I.E. an organisation created by the Luxembourg Government, to implement Luxembourg’s strategies in research, innovation, and digitalisation. LNDS enables value creation from secondary use of data, for public and private partners and supports the sharing and re-use of public sector data, in a trustable manner. The LNDS service portfolio includes know-how, capabilities, tools, infrastructure, and data services. Through efficient & responsible use of data and improving the secondary use of data, LNDS will support the acceleration of economic, ecological, and societal transitions.
Purpose of the job / project
You will work closely with LNDS’ Data Stewards, a multidisciplinary team covering topics of Research Data Management, Data Governance, and Applicant support in Data Access Applications.
You will contribute to accelerate and facilitate the LNDS role in supporting applicants for Data Access Requests.
You will contribute to accelerate and facilitate the LNDS role in supporting applicants for Data Access Requests.
What you will do
You will investigate the further development of an existing Large Language Model (LLM) pipeline based on Retrieval-Augmented Generation (RAG). The objective is to design, implement, and evaluate one or more approaches for schema-to-text and text-to-schema transformations within a defined Data Access Application workflow.
The developed system will:
The basic business needs are:
The developed system will:
- Analyze data flow diagrams and populate the corresponding template with accurate and complete information.
- Create data flow diagrams based on textual requirements and specifications.
- Verify the internal consistency and logical coherence of data flows or generated outputs.
- Perform compliance checks against reference materials and knowledge sources provided mainly through the RAG framework.
- Identify opportunities to improve the quality, completeness, and consistency of data flows or generated outputs.
The basic business needs are:
- To commit to developing an understanding of business goals and operational processes underlying the use case and translating them into effective AI-driven solutions.
- To evaluate and validate the generated outputs against defined quality criteria and state-of-the-art assessment frameworks.
Who you are
- Master's student in Mathematics, Computer Science, Data Science, or a related field
- Ability to conduct literature reviews and select relevant publications
- Critical thinking
- Team-working ability
- Technical expectations
- Understanding of machine learning concepts
- Familiarity with evaluation methods and metrics Natural Language Processing (NLP)
- Programming experience, including working with APIs
- Experience with Open-Source LLMs is a plus
- Familiarity with RAG concepts
- Prompt design
About us
What we offer
What sets us apart
The Luxembourg National Data Service is a modern and dynamic undertaking. We embrace a Lean and Agile mindset, combining the entrepreneurial spirit of a startup with the responsibility of a public body on a national mission. We will be a partner of society and industry, collaborating with a hugely diverse group of stakeholders in public research, public authorities, European institutions, academic and private institutions, and small, medium and large companies. Therefore, we have an international and multilingual character. Even in this rather ambitious context, we preserve a warm and personal atmosphere.
Inclusion and diversity are some of our key values. We ensure that everyone has employment and career opportunities in accordance with their skills and aspirations, respecting and being mindful of their individual characteristics.
Join LNDS and revolutionise the data economy!
Be part of our dynamic team driving innovation and making a tangible impact. Collaborate on cutting-edge projects, gaining European recognition in the prestigious European Data Spaces initiative. Shape a transformative future in the data revolution.
Apply now!
Information for Recruitment Agencies:
LNDS as well as all related entities do not accept any candidate submission from unsolicited third parties. Candidates presented by unsolicited third parties (such as recruitment agencies, head hunters etc.), will not be entered into the recruitment process and will not be considered further. Further on, no contractual relationship will result out of such a submission between LNDS and a third party. LNDS is not obligated nor willing to pay any fee to third parties submitting candidates in this manner. Your data is handled according to the compliance guidelines of LNDS.
Data Processing:
LNDS is proud to be an equal opportunities employer. We are committed to providing equal access to employment opportunities to all prospective employees within the recruitment process. LNDS complies with and supports all national and local laws pertaining to non-discrimination. Please note that LNDS is supported by Serendi for Talent Acquisition Services. As LNDS's Recruitment Process Outsourcing provider, Serendi is exclusively in charge of the above-mentioned position. Your data is handled according to the compliance guidelines of LNDS. Please see the Recruitment Data Privacy Statement for more information. If you have any questions your recruiter will be happy to help. www.serendi.com
Pay Transparency:
- Dynamic and innovative work environment
- Collaboration with diverse stakeholders
- Inclusive and diverse culture
- European recognition and impactful projects
- Shape the future of the data revolution
What sets us apart
The Luxembourg National Data Service is a modern and dynamic undertaking. We embrace a Lean and Agile mindset, combining the entrepreneurial spirit of a startup with the responsibility of a public body on a national mission. We will be a partner of society and industry, collaborating with a hugely diverse group of stakeholders in public research, public authorities, European institutions, academic and private institutions, and small, medium and large companies. Therefore, we have an international and multilingual character. Even in this rather ambitious context, we preserve a warm and personal atmosphere.
Inclusion and diversity are some of our key values. We ensure that everyone has employment and career opportunities in accordance with their skills and aspirations, respecting and being mindful of their individual characteristics.
Join LNDS and revolutionise the data economy!
Be part of our dynamic team driving innovation and making a tangible impact. Collaborate on cutting-edge projects, gaining European recognition in the prestigious European Data Spaces initiative. Shape a transformative future in the data revolution.
Apply now!
Information for Recruitment Agencies:
LNDS as well as all related entities do not accept any candidate submission from unsolicited third parties. Candidates presented by unsolicited third parties (such as recruitment agencies, head hunters etc.), will not be entered into the recruitment process and will not be considered further. Further on, no contractual relationship will result out of such a submission between LNDS and a third party. LNDS is not obligated nor willing to pay any fee to third parties submitting candidates in this manner. Your data is handled according to the compliance guidelines of LNDS.
Data Processing:
LNDS is proud to be an equal opportunities employer. We are committed to providing equal access to employment opportunities to all prospective employees within the recruitment process. LNDS complies with and supports all national and local laws pertaining to non-discrimination. Please note that LNDS is supported by Serendi for Talent Acquisition Services. As LNDS's Recruitment Process Outsourcing provider, Serendi is exclusively in charge of the above-mentioned position. Your data is handled according to the compliance guidelines of LNDS. Please see the Recruitment Data Privacy Statement for more information. If you have any questions your recruiter will be happy to help. www.serendi.com
Pay Transparency:
The full‑time base salary range for this position is shown at the top of the job advertisement or is discussed with the LNDS Talent Acquisition team early in the process.
The final offer will depend on several factors, including:
• the scope, complexity, responsibilities, and requirements of the role, and
• your individual profile, such as your education or qualifications, expertise, specialisation, skills, and relevant experience.
If you do not meet all the role requirements or if you significantly exceed them, the final salary offered may fall below or above the stated range.
In addition to your base salary, you may also be eligible for other rewards and benefits, including a competitive performance‑based bonus.
Eligibility depends on LNDS policies and the terms outlined in your employment contract.
• the scope, complexity, responsibilities, and requirements of the role, and
• your individual profile, such as your education or qualifications, expertise, specialisation, skills, and relevant experience.
If you do not meet all the role requirements or if you significantly exceed them, the final salary offered may fall below or above the stated range.
In addition to your base salary, you may also be eligible for other rewards and benefits, including a competitive performance‑based bonus.
Eligibility depends on LNDS policies and the terms outlined in your employment contract.