Connectionists: Post-doc position (UBI, Portugal), project GreenStamp

Luís Alexandre lfbaa at di.ubi.pt
Tue Sep 21 07:43:13 EDT 2021



We are looking for a highly motivated candidate for a post-doc position in 
machine learning for the analysis, conceptualization, implementation and 
evaluation of machine learning approaches for the recognition of mobile apps' 
energy consumption patterns, and generation of recommendations to stakeholders.

The work in this grant consists, on a first stage, on the requirement analysis 
of: 1) machine learning mechanisms for categorizing energy consumption of 
mobile apps, and 2) recommendation systems for stakeholders. At a second stage, 
the work will focus the research, conceptualization, implementation and 
evaluation of machine learning approaches for the recognition of mobile apps' 
energy consumption patterns, its cataloging and the production of 
recommendations to stakeholders. The grantee will also participate in the 
remaining UBI tasks in the GreenStamp project (participate in meetings, write 
scientific papers, write reports, etc.).

The project is lead by Aptoid, an alternative app store for Android with more 
than 1 million apps and over 4000 million downloads up to 2017, and as such, 
the work will have access to real world data, which is hard to find for this 
type of problem.

Salary is 2100 € / month plus insurance (this is a very good salary for the 
living costs in Portugal).

The position is for a maximum of 22 months.

The applications (via email) are open until September 24th, 2021.

I will be the supervisor. Please contact me at luis.alexandre at ubi.pt for 
further details.

You can also check the official call here:
https://www.euraxess.pt/jobs/683431

Regards,
Luis


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