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In-brief analysis

August 21, 2025

Alaska has the highest per capita energy expenditures of any state at $12,100, according to our recently published State Energy Data System information for 2023. Wyoming and North Dakota spent the next most on energy at $10,100 and $9,300 per capita, respectively. All three states spent twice as much as the national average of $4,700. Florida had the lowest per capita energy expenditures at $3,700, followed by New York and Maryland at $3,800 each.

Differences in economy-wide per capita energy expenditures across states are attributable to weather conditions, economic composition, industrial energy consumption, and other factors. Alaska, Wyoming, and North Dakota have cold winters that require more energy for heating, and their state economies have more energy-intensive industrial sectors such as mining and oil and natural gas extraction.

Florida has warm

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Research Opportunities

Computer Vision

Work description

Implement the selected methods for automatic scoring of the aesthetic result of the treatment for breast cancer. Write the activity report on the fellowship.

Academic Qualifications

Be enrolled in a doctoral program in Electrical and Computer Engineering, Informatics, or similar.

Minimum profile required

Global score in the master of at least 15 out of twenty.

Preference factors

Experience in Python. Experience in computer vision.

Maintenance stipend: € 1309.64, 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,

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Research Opportunities

Electrical, Informatics, Biomedical Engineering

Work description

Extend the knowledge of the state of the art in machine learning for generation of artificial data. Extend the knowledge of the state of the art in machine learning for multimodal data fusion. Identify and select the appropriate methods for the study in question. Develop the research capacity through the application of the selected methods. Exercise a critical spirit in the evaluation of the research process and the results obtained.

Minimum profile required

Experience in Computer Vision and machine learning.

Preference factors

Experience in research projects.

Maintenance stipend: € 1309.64, 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

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Research Opportunities

ENGINEERING, COMPUTER SCIENCE – Programming, Computer engineering

Work description

This position aims to enhance the quality, maintainability, and long-term viability of software prototypes developed within the project. As part of the team, you will work closely with our internal software repositories, promoting good documentation, validating the prototypes deployment, and helping to promote and establish best practices in software development .

Minimum profile required

Knowledge on scripting or programming languages (Python, Javascript, C++). Experience with Version Control Systems (Git),

Preference factors

Experience using GitHub or GitLab platforms. Understanding of open-source licenses and compliance considerations.

Maintenance stipend: € 651.12, 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

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