Postdoc: AI/ML for Metabolomics & Natural Products

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A leading research institute in Singapore is seeking a postdoctoral research fellow in the field of AI and Machine Learning for computational biology. Candidates should have a PhD and relevant experience, especially in software development and AI modeling. The role involves developing innovative computational tools and collaborating with experimental biologists. The position offers a supportive environment and opportunities for mentorship, as well as access to cutting-edge technologies and resources.

Benefits

Mentorship for career development

Access to state-of-the-art technologies

Collaborations with industrial partners

Qualifications

• 5+ years of relevant experience in bioinformatics or related fields.
• Track record of peer-reviewed publications.
• Demonstrated ability to work both independently and collaboratively.

Responsibilities

• Develop and validate AI and ML models for computational biology.
• Write manuscripts for publication in scientific journals.
• Apply for research grants as part of career development.

Skills

Proficiency in Python

Proficiency in R programming

Excellent coding

Strong background in AI/ML modeling

Experience with data analysis and visualization

Excellent communication skills

Education

PhD in Computer Science or related field

Tools

Deep learning frameworks (e.g., TensorFlow)

Deep learning frameworks (e.g., PyTorch)

Job description

A leading research institute in Singapore is seeking a postdoctoral research fellow in the field of AI and Machine Learning for computational biology. Candidates should have a PhD and relevant experience, especially in software development and AI modeling. The role involves developing innovative computational tools and collaborating with experimental biologists. The position offers a supportive environment and opportunities for mentorship, as well as access to cutting-edge technologies and resources.