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Data Scientist Antibody Discovery

MindWalk
Diepenbeek

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Détails de l'emploi

Il y a 6 jours

Qualifications

Doctorat
AWS
Machine learning
Terraform
Deep learning
Python

Description complète du poste

MindWalk is a global biologics discovery company integrating Bio-native AI, deep data, and advanced lab research to accelerate discovery and development of therapeutic, anti-drug and diagnostic antibodies, peptide-based therapies, vaccines and beyond. We deliver end-to-end solutions spanning target exploration, discovery, engineering, characterization, production, and humanization—available as full-service partnerships, existing asset co-development or modular SaaS access. We partner with leading biotech and pharmaceutical organizations, applying our unified biointelligence ecosystem to advance next-generation biologics that improve lives.

Job Description:

At MindWalk, data scientists are the heart of our organisation. You have an active role in the development and deployment of new in silico predictive models for antibody discovery. You identify and engineer key attributes of therapeutic antibodies, including in silico affinity modulation and mitigation of sequence liabilities. You collaborate with colleagues across the sites in Belgium and Canada, a large interdisciplinary team of scientists and program leaders, to ensure continuous integration of in silico and wet-lab knowledge. At MindWalk, you will be part of the Data Science team and work in close collaboration with the Software and Front-End team. Together with the CTO, you will make up a roadmap with a set of deliverables.

Key responsibilities:

You identify and engineer key attributes of therapeutic antibodies, including in silico affinity modulation and mitigation of sequence liabilities.
You collaborate with colleagues across the sites in Belgium and Canada, a large interdisciplinary team of scientists and program leaders, to ensure continuous integration of in silico and wet-lab knowledge.
Together with the CTO, you will make up a roadmap with a set of deliverables.

Requirements:

Education: You are an expert in structural biology and antibody discovery and engineering. You have a PhD Degree in that domain and preferably some years of experience working in antibody discovery within Pharma and Biotech.
You have practical knowledge of various machine learning techniques, preferably deep learning, including graph neural networks (GNNs), clustering and feature engineering.
You speak Python and have used a number of data science specific packages.
You are able to advise, deploy, configure and automate the most suitable AWS service (using terraform);
You have a strong interest in bioinformatics applications, cloud computing and are skilled in data visualization.
In our team we go off the beaten track every day and nothing we come up with is standard. You have to be a strategic and creative thinker. You work efficiently, are a real team player and deliver high-quality results on time.
You have good written and oral communication skills in English.
In our team we go off the beaten track every day and nothing we come up with is standard. You have to be a strategic and creative thinker. You work efficiently, are a real team player and deliver high-quality results on time.

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Data Scientist Antibody Discovery

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