Postdoctoral research position in machine learning security and resilience

5 May 2023
Job Information

Organisation/Company

Czech Technical University in Prague

Research Field

Computer science

Researcher Profile

Recognised Researcher (R2)
Established Researcher (R3)
Leading Researcher (R4)

Country

Czech Republic

Application Deadline

15 Jun 2023 - 23:59 (Europe/Prague)

Type of Contract

Temporary

Job Status

Full-time

Hours Per Week

40

Offer Starting Date

1 Sep 2023

Is the job funded through the EU Research Framework Programme?

Not funded by an EU programme

Reference Number

#12-1

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description

Czech Technical University in Prague (CTU) now offers a new fellowship program, the CTU Global Postdoc Fellowship. This new and attractive two-year fellowship-program offers excellent researchers who have recently completed their PhD the chance to continue their research career at CTU. Fellows receive a two year fellowship and become members of a team led by a mentor. The fellowship aims at external international scientists who are currently conducting research abroad. Applicants must have completed their PhD within the last seven years (eg. 2016 or later). The fellowship aims at authors (co-authors) of three or more publications in a journal with IF. 

Machine learning models play an increasingly important role in decision making across many applied domains such as robotics, health, or finance. It is therefore crucially important that they are sufficiently secure and resilient to adversarial or anomalous input. In this project, we aim to develop methods that improve the security and resilience of machine learning models, with emphasis on robotics applications, so improving the robustness of robo,ts especially in open environments.

Requirements

Research Field

Engineering

Education Level

PhD or equivalent

Skills/Qualifications

Background in machine learning. Experience/interest in data analytics, robotics, and cybersecurity is welcome.

Languages

ENGLISH

Level

Excellent

Internal Application form(s) needed
Aplication form PDF_7.pdf
English
(102.35 KB - PDF)
Download
Additional Information
Benefits

Salary: CZK 75 000 per month

Selection process

Applications will be assessed by a committee, based on documents sent by applicants. The mentor has a strong vote in the selection process.

To apply for the CTU Global Postdoc Fellowship you need the following documents in English:

• CV, including list of publications (max. 4 pages). At least three IF (Impact Factor. We follow the Web of Science Journal Citation Reports )  journal publications are expected. Papers accepted for publication yet waiting to be printed do count if a proof of acceptance is provided.
• Motivation letter (max. 2 pages).
• PhD certificate (copy).
• A cover letter (See Application for CTU Global Postdoc Fellowship form)
• You may attach other documents supporting your application such as recommendation letters etc.

Additional comments

Mentor: Robert Babuška, CIIRC  Machine Learning, [email protected]

Website for additional job details

https://www.ciirc.cvut.cz/teams-labs/ai/ml/

Work Location(s)

Number of offers available

1

Company/Institute

Czech Technical University in Prague / Czech Institute of Informatics, Robotics and Cybernetics

Country

Czech Republic

City

Prague

Postal Code

16000

Street

Jugoslávských partyzánů 1580/3

Where to apply

E-mail

[email protected]

Contact

State/Province

Czech Republic

City

Prague

Website

https://www.cvut.cz/en

Street

Jugoslávských partyzánů 1580/3

Postal Code

16000

E-Mail

[email protected]

STATUS: EXPIRED