We are looking for candidates who possess a keen interest to pursue a career in the area of machine learning and data science. We believe that candidates can come from any area of specialization. The eligibility and requirements are as follows:
- Eligibility
- Singapore citizens only
- NITEC, diploma or degree holders from a recognised Institute of Higher Learning (IHL)
- Eligible for TeSA CLT Funding
- Knowledge and proficiency requirements
- Programming: Experience in a language like Python
- Machine Learning: Experience with data pre-processing, building ML models, and creating data pipelines
- MLOps & Deployment: Proficient in Git/GitHub, Docker, Linux shell scripting, and at least one major cloud platform (AWS, Azure, or GCP)
- Data Technologies: Familiar with databases (SQL/NoSQL) and data processing tools (like Apache Spark/Hadoop)
- Documentation: Able to produce basic code documentation (e.g., README, docstrings)
Beyond that, we are looking for candidates who are self-directed, independent learners, good problem solvers, and work well in teams. Selection is competitive and the above are more likely our minimum requirements. Please review this article for more information.