Biology-Informed ML PhD Researcher: Gaussian Processes

Aalto; Espoo; Hybrid; EUR 36,000 - 40,000; Full time

Benefits offered by this job

Occupational health benefits

Social security in Finland

Job summary

Aalto University in Espoo, Finland, invites applications for a Doctoral Researcher position in probabilistic machine learning. The role focuses on biology-informed ML for dynamical systems and is hosted by the Department of Computer Science within FCAI and ELLIS Institute Finland.

You will work under Dr Julien Martinelli and Associate Professor Harri Lähdesmäki, developing Bayesian methods and Gaussian processes.

Qualifications

• Strong background in probabilistic machine learning, statistics, applied mathematics, computer science, or a related field.
• Strong programming skills.

Responsibilities

• Develop Biology-Informed Gaussian Processes (BioGPs) for dynamical systems.
• Collaborate with the Computational Systems Biology group, FCAI, and ELLIS Institute Finland.

Skills

Probabilistic ML

Statistics

Applied mathematics

Programming

Education

Master's degree

Tools

Python

Job description

Aalto University in Espoo, Finland, invites applications for a Doctoral Researcher position in probabilistic machine learning. The role focuses on biology-informed ML for dynamical systems and is hosted by the Department of Computer Science within FCAI and ELLIS Institute Finland.

You will work under Dr Julien Martinelli and Associate Professor Harri Lähdesmäki, developing Bayesian methods and Gaussian processes.