On site
Permanent
Roles & Responsibilities
Position: Data Scientist
We are looking for someone who can help support the designing and implementing of deep learning models to solve complex biological problems. You’ll work with high-dimensional biological data, build and maintain scalable ML pipelines, collaborate closely with experimental and engineering teams, and drive model integration into our AI-driven biotech platform.
Responsibilities:
Design, train, and optimize deep learning models (e.g., transformers, graph neural networks, autoencoders) for biological prediction tasks such as cell behavior, molecular activity, or experimental outcomes.
Build scalable and modular ML pipelines that integrate with internal R&D and product workflows.
Work with high-dimensional datasets such as omics, single-cell, microscopy, or screening data.
Develop robust preprocessing, normalization, and feature extraction pipelines tailored to complex biological inputs.
Support the CTO in designing and executing AI strategy, model architecture decisions, and data prioritization.
Partner with wet lab scientists, software engineers, and product leads to integrate ML models into experimental design and platform tools.
Interpret model outputs for biological insight and guide iterative experimentation.
Build and maintain clean, version-controlled pipelines using tools like Git, DVC, and MLflow.
Create visualizations, reports, and presentations to communicate model performance, uncertainty, and biological relevance to technical and non-technical stakeholders.
Requirements:
Bachelors or Masters in Computer Science or a related field.
No minimum work experience required.
Prior experience in project management.
Proficient in MS Office / Google Workspace
Prior experience in building machine learning, deep learning models
Prior experience in bioinformatics (e.g. extracting insights from biological datasets)
Ability to work both independently and collaboratively in a fast-paced environment.
Excellent organizational and multitasking abilities.
Strong analytical thinking and problem-solving skills.
Self-driven with a positive attitude and willingness to learn.
Excellent attention to detail.
Excellent written and verbal communication skills.
A lifelong supporter of Singapore Property Listing PropertyVow