Job Description

Temus is a Temasek-backed consulting firm providing digital transformation solutions for the private and public sectors. We aspire to be a strategic partner in realising the Singapore Government’s Smart Nation vision. We are headquartered in Singapore and have more than 400 employees across a wide range of disciplines in strategy, design, architecture, technology, data & AI.

Responsibilities

• Design and run experiments to evaluate emerging generative and statistical models (e.g., diffusion-based, autoregressive, probabilistic models).
• Analyze model performance, identify failure cases, and improve robustness across different data types and structures.
• Tune hyperparameters, refine architectures, and propose new modeling approaches.
• Collaborate with engineers to build ML-powered product features (e.g., data imputation, constraint handling, preprocessing pipelines).
• Develop and recommend approaches for features such as multi-column constraints, data quality handling, and evaluation metrics (e.g., utility, privacy).
• Diagnose and resolve issues related to model training, output quality, and system integration.
• Translate technical findings into clear, user-friendly insights and documentation.
• Work closely with cross-functional teams to integrate ML components into production systems.
• Participate in Agile development processes, including design discussions and code reviews.

Requirements

• Minimum 2 years of hands-on experience in data science or machine learning roles.
• Strong foundation in machine learning, with experience in model development and experimentation.
• Proficiency in Python and ML frameworks (e.g., PyTorch, TensorFlow, scikit-learn).
• Ability to analyze model behavior, troubleshoot issues, and improve performance through experimentation.
• Experience translating research or new techniques into practical implementations.
• Working knowledge of backend development (e.g., REST APIs, FastAPI, Flask).
• Familiarity with cloud platforms (AWS preferred) and software development practices (Git, CI/CD).
• Strong communication skills and ability to work with both technical and non-technical stakeholders.
• Comfortable working in a fast-paced, collaborative Agile environment.

Temus is an equal opportunities employer. We welcome applications from all. We do not discriminate by race, religion, belief, ethnicity, origin, disability, age, partnership status, sexual orientation, or gender identity.

We see the diversity of our team as a strategic advantage, and we work actively to maintain it.

By applying for this role, you have read and acknowledge the data privacy statement via this link - temus.com/job-applicant-data-protection/