Research support assistant 2024/CP/108

Offer Description
Grant/funding reference: PID2021-128045OA-I00
Job title: Ethic Deep Learning (EthicDL)
Research line / Scientific-technical services: 01/09/2022Machine Learning - Explainable Models
PURPOSE OF CONTRACT: Research tasks on explainable machine learning models, in two aspects: dynamic feature selection and dynamic path selection. Collaborator on activities related to the project/agreement stated.
Title: Ethical Deep Learning (EthicDL)
Reference: PID2021-128045OA-I00
Principal Investigator: Brais Cancela Barizo
TASKS TO BE PERFORMED
Support tasks for research on explainable machine learning models, in two aspects: dynamic feature selection and dynamic data processing path selection.
Requirements
Research Field Computer science Education Level Undergraduate
Skills/Qualifications
Requirements
- Required qualification: High School Diploma, BUP, FPII, Higher Vocational Training
- Demonstrable experience in Python programming language, which can be accredited through courses, software projects on platforms such as GitHub, end-of-degree projects or similar.
- Demonstrable experience in Machine Learning, which can be accredited through courses, software projects on platforms such as GitHub, end-of-degree projects or similar.
Additional Information
Eligibility criteria
Selection criteria (maximum 100 points)
A. Academic record of the credits earned in a Degree in Computer Engineering or similar (max. 25 points). If the average grade (weighted by the number of credits taken) is below 7, or if it is a related qualification, the score obtained will be multiplied by 0.5 (by 0.25 if both conditions occur simultaneously). Other qualifications will not score in this section.
B. Academic record of the credits earned in a Masters in Artificial Intelligence or similar (max. 15 points). If the average grade (weighted by the number of credits taken) is below 8, or if it is a related qualification, the score obtained will be multiplied by 0.5 (by 0.25 if both conditions occur simultaneously). Other qualifications will not score in this section.
C. Demonstrable knowledge in the field of the tasks to be performed (Machine Learning and environments such as Python, Pytorch, Tensorflow, and others) that can be accredited through software projects on platforms like GitHub, end-of-degree or masters projects, or similar (maximum 15 points)
D. Publications related to the tasks to be performed: up to 5 points for each publication in ISI WOS journals, weighted according to the impact factor (maximum 10 points).
E. Attendance at conferences and courses related to the contracts object (maximum 5 points): up to 2 points for each conference or course.
F. Knowledge of English: maximum 10 points (from 0.5 points for levels A1 to B2. Level C1 will be scored with 3 points and level C2 with 4 points)
G. Other merits not considered in the above points (courses, awards, etc.): maximum 5 points, Awards received: up to 3 points depending on the regional (1 point), national (2 points), or international (3 points) scope. Training at summer research schools and similar: up to 3 points (1 point for each course taken at a summer school)
H. Personal interview: 15 points. Personal interview with the three most valued candidates, provided that their score in the rest of the sections is less than 15% below the candidate with the highest score.
Maximum total score 100 points.
Selection process
WHERE TO APPLY: UDC online services site. Applications should be addressed to the Office of the Vice-President for Research and Transfer, and include the call reference.
DEADLINE: 10 working days from the day following the publication of the call on the official bulletin board of the UDC online services site.
SELECTION COMMITTEE (minimum 3 members and 2 reserves): Committee composed of the project leader (Brais Cancela Barizo) and other members of the research team (Óscar Fontenla Romero, María Noelia Sánchez Maroño). Alternates: Beatriz Pérez Sánchez, Carlos Eiras Franco (also members of the projects research team).
PLACE OF PUBLICATION OF RESULTS: Official bulletin board of the UDC online services site.
Additional comments
Documentation to be presented in the applicants CV:
1. Curriculum Vitae
2. Copies of academic transcripts and other proofs of merits included in the Curriculum Vitae
3. A sworn declaration of the fulfilment of the requirements demanded in the call and of the truthfulness of the data.
Work Location(s)
Number of offers available 1 Company/Institute Faculty of Informatics Country Spain Geofield
Where to apply Website
Contact State/Province
A Coruña City
A Coruña Website
Street
A Maestranza 9 Postal Code
15071
STATUS: EXPIRED
EURAXESS

Fecha de publicación: 05/05/2024