Research Opportunities

Machine Learning and Natural Language Processing

Work description

• Exploration and development of Language Models for generation of structured outputs.
• Use of API and local models from 7B to 70B.
• Integrate domain knowledge with models.
• State of the art collection for structure generation including code using or not domain knowledge.
• Validation of models.
• Interaction with users.
• Integration of models in operational scenarios.
• Report writing. - Publication of scientific papers.

Academic Qualifications

• Master on Data Science, Computer Science, Artificial Intelligence, Informatics Engineering or similar

Minimum profile required

• Relevant experience in python programming and LLM training and usage.
• Fluency in English, spoken and written.

Preference factors

• Previous participation in R&D projects.
• Able to communicate in Portuguese.

Application Period

Since 21 Nov 2024 to 04 Dec 2024

Centre

Artificial Intelligence and Decision Support

Scientific Advisor

Alípio Jorge

What we offer

• Multicultural and collaborative environment
• A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.
• International projects
• The possibility of working in international projects with some of the most important companies in the field.
• Mentoring
• Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.
• Self Improvement
• The possibility of participating in international conferences, workshops, seminars and vocational training.
• Other Benefits and Perks
• Flexible working time, health insurance, discounts in hotels, transportation, etc.
• Informal Events
• Annual informal events, such as the multicultural party.

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