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Few Post-doctoral Researcher Position in Data Science, Machine Learning, IBS South Korea – Jan 2022

IBS – Institute for Basic Science, South Korea

The IBS Data Science Group in Daejeon, South Korea, invites applications for several postdoctoral researcher positions in Data Science, Machine Learning, Deep Learning – Jan 2022. Job opportunities for PhD holders in computer science, bioinformatics, statistics, statistical physics, computational social sciences, computational biology, climate physics.

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General Info

Position: Post-doctoral Researcher
No. of Positions: Few
Research Field: ,
Deadline to Apply: Expired
Joining Date: Mar 2022 or ASAP
Contract Period: 1 year
Salary: KRW 57,000,000/year

Workplace:
Data Science Group
Center for Mathematical and Computational Sciences
IBS - Institute for Basic Science

55 Expo-ro, Yuseong-gu, Daejeon, ,

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Qualification Details

Minimum Qualifications

The successful candidates must have a Ph.D. degree (or receive it soon) from an accredited university in a relevant discipline, such as computer science, bioinformatics, statistics, statistical physics, computational social sciences, computational biology, climate physics, or a closely related discipline. Candidates should be Ph.D. degree holders by the appointment date.

Preferences

  1. Research experience and thorough understanding of methods and concepts in machine learning and deep learning, particularly in natural language processing, computer vision, human-computer interaction, remote sensing, complex networks. We expect applicants to have leading authorship in publishing papers at top tier conferences and journals such as KDD, ICML, ACL, CVPR, AAAI, CHI, PNAS, Science, and Nature.
  2. Proficiency in computer programming using major programming languages(e.g., high-level languages commonly used in the scientific community such as Python, R, and Scala, as well as related machine learning and deep learning tools such as PyTorch, TensorFlow, and scikit-learn).
  3. Effective communication, collaboration, and organizational skills. Leadership abilities in managing projects, mentoring other members of the group.

Responsibilities/Job Description

We seek talented, highly motivated researchers. Successful candidates for this position will be new or recent Ph.D. graduates with outstanding research potential in the fields of computer science and related fields of data science. Our research group strives to advance the data science research field by developing new computing methods using machine learning and deep learning methods to analyze real-world data about society. Our projects leverage massive-scale datasets, computational models, and theories from sociology, communication, cognitive science, network science, econometrics, climate physics, computational biology etc. Current research includes interdisciplinary projects with a high impact on society, such as computational models for climate change, prediction of population dynamics and poverty mapping using high-resolution satellite images, and the development of new therapeutics using Artificial Intelligence based protein design.

How to Apply?

Send email through "Apply Now" Button from this page with all the documents mentioned below

Reference Number: -
(If any, use it in the necessary place)

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Documents Required

For those who are eligible and interested, please submit your application package that includes:

  1. Curriculum vitae (CV) including the publication list (PDF format)
  2. Research statement (up to 2 pages, PDF format)
  3. A minimum of 2 recommendation letters
  4. PDF version of one key publication as the 1st or the corresponding author
  5. Consent form [ Consent to collection and Use of Personal Information(English).docx ]

Recommendations letters forwarded by an applicant directly will not be considered. Applications can be submitted via email: datascience@ibs.re.kr. Interview dates for those invited will likely be in the fourth week of January 2022.

About IBS Data Science Group

IBS Data Science Group at the Center for Mathematical and Computational Sciences, Institute for Basic Science focuses on problems in computational social science, which can have significant impacts on future societies.

Innovative analyses of data reveal interesting patterns that could provide keys to addressing social challenges. Data Science Group at the Pioneer Research Center for Mathematical and Computational Sciences, IBS, is pursuing research to analyze data from disparate sources such as the Internet, social networks, and biological signals to find meaningful insights for tackling various social problems. The group is currently working on improving the quality of life by developing algorithms that can characterize fake news, detect customs fraud, as well as that yield human behavior modeling to improve sleep disorders. Using high-resolution satellite imagery, the group is also developing artificial intelligence methods that can predict population dynamics and poverty mapping. We are dedicated to using data science and artificial intelligence to solving global societal problems.

About the Employer:

Note or Other details

For Korean citizens who have not yet completed their military duty: IBS는 병역특례지정기관입니다. IBS is a designated institute for alternative military service.

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Contact details

Personnel in charge of hiring
Data Science Group
datascience@ibs.re.k / +82 42-878-9404

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