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/
Skills Required
- 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
- 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)
- Strong communication skills and ability to work with technical and non-technical stakeholders
- Comfortable working in Agile environment
What We Do
The creation of Temus was catalysed by the need for sophisticated digital capabilities to drive transformation across the public and private sector, in Singapore and broader region. Our approach seeks to drive transformation "holistically", which looks beyond the use of technology and covers all aspects of people, process, change management and policy, which is critical to driving successful transformation outcomes. Everything we do is geared towards helping transform people's lives through technology. We seek to achieve simplicity in everything we do, in the way people embrace technology, the way we serve our clients and the way we run internally. We offer end-to-end transformation that starts with a design for value orientation and "walks" the path with strong IT service and delivery capabilities, centered in Singapore. We are committed to offering a strong talent value proposition, where we stand for purposeful and impactful work, and at the centre of Singapore's technology ecosystem. Our Capabilities Value Architecting: Design for value orientation, focus on articulating the value equation and maximizing outcomes around it. Consulting: Collaborative and long-term partnership oriented. IT Services: World class development, through strong engineering practices and deep technical capabilities.
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