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4 Apr 2025

Job Information

Organisation/Company
NOVA.id.FCT- Associação para a Inovação de Desenvolvimento da FCT
Department
Informatics
Research Field
Computer science » Informatics
Researcher Profile
First Stage Researcher (R1)
Positions
Bachelor Positions
Country
Portugal
Application Deadline
Type of Contract
Not Applicable
Job Status
Full-time
Hours Per Week
35
Offer Starting Date
Is the job funded through the EU Research Framework Programme?
Not funded by a EU programme
Reference Number
2024.07383.IACDC
Is the Job related to staff position within a Research Infrastructure?
No

Offer Description

Work Plan
• State-of-the-art survey in language models (LLMs), vision and language models (LVLMs), and trusted AI.
• Establishment of the model evaluation setup in the respective task, including preparation of appropriate datasets and benchmarks.
• Processing and structuring of Portuguese Navy documents and protocols.
• Research strategies to generate factual, reliable, and safe responses by LLMs and LVLMs (multimodal).
• Integration of the developed contributions in the project prototype.
• Coordination of activities with the other project partners.
• Production of reports and scientific articles.

Workplace The work will be developed at NOVA Laboratory for Computer Science and Informatics / Departamento de Informática / Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa, under the supervision of Professor João Magalhães and Professor David Semedo.

Fellowship duration The scholarship will last for 8 months, starting on May, 2025 and eventually renewable during the duration of the project.

Application deadline and form of application submission
The call is open from 07/04/2025 to 22/04/2025.
Documentation to be provided in the application: Applications must be formalized by sending the following documents: Curriculum Vitae, motivation letter, copy of certificate of qualifications* and proof of enrollment in the master's degree (or, if not registered at the date of application, declaration under oath of the candidate that he/she meets the requirements to enroll in it).
* In case of foreign academic degrees, and to guarantee the application of the principle of equal treatment to applicants with national and foreign academic degrees, it is mandatory to submit the recognition of such degrees and the conversion of the respective final grade to the Portuguese grading scale.

How to submit applications:
Applications should be sent by email to the attention of Prof. João Magalhães and Prof.David Semedo, to the addresses jm.magalhaes@fct.unl.pt and df.semedo@fct.unl.pt, respectively, with a copy to NOVA.ID.FCT, address nova-lincs.sec@fct.unl.pt, indicating the reference TACT-NAVY.

Documents that are of mandatory submission, for purposes of the studentship contracting: proof of enrollment in the master's degree in Computer Engineering.

Applicable legislation and regulations
Law No. 40/2004, of August 18, amended and republished by Decree-Law No. 202/2012 of August 27 (Statute of the Scientific Research Fellow) and amended by Decree-Law No. 233/2012 of October 29, by Law No. 12 /2013 of 29 January, by Decree-Law No. 89/2013, of 9 July and Decree-Law No. 123/2019, of 28 August; Regulation of Research Grants of NOVA.id.FCT – Association for Innovation and Development of FCT; Regulation of Research Grants of the Foundation for Science and Technology, I.P. in force (https://www.fct.pt/apoios/bolsas/regulamento.phtml.pt).

Where to apply

E-mail
jm.magalhaes@fct.unl.pt

Requirements

Research Field
Computer science » Informatics
Education Level
Bachelor Degree or equivalent
Skills/Qualifications

Recipients profile/category


Mandatory requirements: Computer Science BSc. Be enrolled in a Computer Science MSc.
• The documents proving this situation must be presented, at the latest, until the stage of contracting the scholarship, and before that, they can be replaced by a declaration of honour.


Preferential factors:
• Expertise in machine learning, information retrieval, natural language processing.
• Expertise in conversational models and systems.
• Expertise in vision models in language.
• Experience in pre-training and fine-tuning of large language models.
• Experience in Retrieval-Augmented Generation with language models.
• Programming experience in Python and PyTorch

Additional Information

Benefits

Monthly maintenance allowance amount: The amount of the monthly maintenance allowance corresponds to €1.040.98 euros with reference to the table of values of the scholarships awarded directly by FCT, I.P. in the country, and the payment is made monthly by bank transfer.

Eligibility criteria

Selection criteria
A classification will be made, on a scale of 0 to 20, taking into account the weighting of the following selection methods: a) motivation letter (20%), b) curriculum vitae (40%), and c) experience in the area of research/previous knowledge of concepts and technologies relevant to
the execution of the project (40%).All applications will be evaluated on a scale from 0 to 20. Candidates who do not achieve a minimum score of 15, as determined by the selection committee based on the evaluation criteria, will not be hired.

Selection process

Composition of the Selection Jury
President: Professor João Magalhães
Effective members: Professor David Semedo, Professor Rui Nóbrega
Alternate members: Professor Nuno Correia and Professor Joaquim Silva.

Form of advertising/notification of results
The evaluation results proposed by the juri will be notified, up to 90 days after the deadline for the submission of applications, by email, of the results proposed by the jury, with access to the minutes and the final ranking list.
After notification, candidates will have 10 working days to comment on the draft decision (prior hearing of interested parties, under the terms of the Code of Administrative Procedure). The final decision will be taken after the expiry of the prior hearing period, again notified to all candidates by e-mail. Of this final decision the candidates can file a complaint within 15 working days (to the e-mail address used for the notification), or a hierarchical appeal, within
30 working days, addressed to NOVA.ID.FCT's Board through the address to coord1@novaidfct.pt.

Additional comments

Drafts:
The drafts of: i) fellowship contract, ii) final report to be presented by the fellowship holder, iii) final report to be presented by the scientific advisor, and; iv) declaration on honor, can all be found on NOVA.id.FCT website.

Website for additional job details

Work Location(s)

Number of offers available
1
Company/Institute
NOVA Laboratory for Computer Science and Informatics
Country
Portugal
State/Province
Almada
City
Caparica
Postal Code
2829-516
Street
Campus de Caparica
Geofield

Contact

City
Caparica
Website
Street
Campus de Caparica
Postal Code
2829-516 Caparica
E-Mail
coord1@novaidfct.pt

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