Data Scientist: Antibody Discovery & In Silico Modeling

MindWalk Holdings Corp.; Belgique; Remote; EUR 70,000 - 110,000; Full time

Job summary

MindWalk is a global biologics discovery company integrating Bio-native AI and deep data to accelerate antibody discovery and development. You will develop and deploy in silico predictive models for antibody discovery, engineering key attributes, and mitigating sequence liabilities, working with teams in Belgium and Canada.

You will join the Data Science team, collaborating with Software and Front-End teams.

Qualifications

• PhD in structural biology or antibody discovery and engineering.
• Strong practical knowledge of ML techniques, preferably deep learning, including graph neural networks (GNNs).
• Proficiency in Python and common data science packages.
• Experience advising, deploying and automating AWS services (Terraform).
• Interest in bioinformatics, cloud computing, and data visualization.

Responsibilities

• Identify and engineer key attributes of therapeutic antibodies, including in silico affinity modulation and mitigation of sequence liabilities.
• Collaborate with colleagues across Belgium and Canada to ensure integration of in silico and wet-lab knowledge.
• Help define a roadmap with a set of deliverables alongside the CTO.

Skills

Python programming

Machine learning

Deep learning

Graph Neural Networks

Data visualization

Cloud computing

Team collaboration

English communication

Education

PhD in structural biology/antibody engineering

Tools

Terraform

AWS

Job description

MindWalk is a global biologics discovery company integrating Bio-native AI and deep data to accelerate antibody discovery and development. You will develop and deploy in silico predictive models for antibody discovery, engineering key attributes, and mitigating sequence liabilities, working with teams in Belgium and Canada.

You will join the Data Science team, collaborating with Software and Front-End teams.