Postdoc: Human-Centered Interpretable ML Research

Leiden University

Leiden

Hybrid

EUR 41,000 - 64,000

Full time

3 days ago

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Benefits offered by this job

Holiday allowance

End-of-year bonus

Pension plan

Public transport reimbursement

Hybrid working (NL)

Laptop provided

Home-working allowance

Job summary

Leiden University is seeking a researcher to develop theory and algorithms for human-centered interpretable machine learning, including learning with background knowledge and expert feedback.

You will be embedded in the Explanatory Data Analysis (EDA) group at LIACS, collaborate with health-care domain experts, publish in leading journals, and supervise PhD/MSc students. The contract starts at one year with potential extension and a competitive salary.

Qualifications

PhD in Computer Science, Statistics, Artificial Intelligence, Data Science, or a related field.

Responsibilities

Conduct independent, fundamental research on human-centered interpretable machine learning, in particular learning with background knowledge and expert feedback.
Develop and evaluate methods in collaboration with domain experts, in particular in health care.
Publish and present scientific articles in leading journals and conferences.
Co-supervise PhD and MSc students.
Contribute to teaching activities.

Skills

Interpretable ML

Probabilistic modelling

Python programming

English proficiency

Research publication track record

Team collaboration

Background knowledge integration

Communicative teamwork

Education

PhD in Computer Science/Statistics/AI/Data Science

Tools

Python

MDL principle

Job description

Leiden University is seeking a researcher to develop theory and algorithms for human-centered interpretable machine learning, including learning with background knowledge and expert feedback.

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