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Research Opportunities

Engineering

Work description

• Study and implement a distributed architecture to support the execution of MLLMs.
• Propose solutions to evaluate trade-offs between computation, communication, and latency.
• Study the state of the art in MLLMs applicable to the task of analyzing industrial machine operations.
• Develop and optimize the computer vision pipeline.
• Create a performance evaluation system for the models.
• Document the developed solutions.

Academic Qualifications

• Degree in Informatics, Electrical and Computer Engineering, Computer Science or similar.

Minimum profile required

• Programming experience (Python, Go, others).

Preference factors

• Experience in machine learning models, image processing, computer vision or machine learning, and particularly MLLMs, OR Experience in distributed systems and distributed workload management systems.
• Previous research experience.
• Knowledge of the state of the art in the topics mentioned in this call.

Maintenance stipend: € 1040.98, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.

INESC TEC supports costs with registration, enrolment or tuition fees, during the grant duration, under the terms established in the internal document: "Payment of Tuition fees to grant holders".

The grant holder will benefit from health insurance, supported by INESC TEC.

Application Period

Since 02 May 2025 to 15 May 2025

Centre

Telecommunications and Multimedia

Scientific Advisor

Nuno Alexandre Pereira

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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