Machine Learning and Computer Vision Group -- Christoph Lampert -- ISTA

Postdoc Position in Machine Learning

What: Postdoc position
at ISTA (Lampert group) (100% research, no teaching or administrative duties)

When: flexible

How to apply: Send
CV,

research statement,

list of publications,

academic transcripts,

contact details for
three references
as a single PDF document to <chl-at-ist-dot-ac-dot-at>.

Two postdoc positions in Machine Learning are available immediately at the Institute of Science and Technology Austria (ISTA) in the group of Christoph Lampert. Possible topics include, but are not limited to,

transfer/continual/meta learning (also multi-task learning, domain adaptation, lifelong learning, ...),

trust-worthy learning and prediction (e.g. robustness against data perturbation, verification of machine learning systems, ...),

learning with non-standard forms of supervision (e.g. semi-supervised, weakly-supervised, active learning,...)

Applicants should hold a PhD in machine learning or a related area of modern data analysis with a solid background in probability and analytic reasoning. A strong research record is required, documented by publications at first-tier conference (ICML, NeurIPS) and journals (JMLR, PAMI, ML).
We are looking a for highly motivated and creative individual who enjoys working in an excellent research environment including adequate funding for equipment and conference travel. The successful candidate will have no mandatory teaching or administrative duties, but he or she should be motivated to take an active role in the further development of the newly established research group. Good communication skills and fluency in English are required. German language skills are not required.
We are looking for highly motivated and creative individuals who enjoy working in an excellent research environment including adequate funding for equipment and conference travel. The successful candidates will have no mandatory teaching or administrative duties, but they should be motivated to take an active role in the further development of the research group. Good communication skills and fluency in English are required. German language skills are optional.

Conditions of employment: The post-doctoral positions are provided for one or two years with very competitive salary. Extensions are possible. The starting date is flexible. There is no fixed deadline, applications will be considered until all positions are filled.

Application procedure: Formal applications should include CV, a statement of research experience and interests, list of publications, academic transcripts, as well as the contact details of three references. Please send applications as a single PDF document to Prof. Christoph Lampert <chl-at-ist-dot-ac-dot-at>.

About the institute: ISTA (www.ist.ac.at) is a new institute that opened its campus near Vienna in 2009. It is dedicated to basic research in the natural sciences and related disciplines (www.ist.ac.at/research). Established by the Austria Government, ISTA has substantial funding, allowing for 100 research groups and over 1000 employees and graduate students by 2026. The language of the institute is English.