Data Science Intern

2 weeks ago

Queenstown, Singapore Razer (Asia-Pacific) Pte. Ltd Full time

Joining Razer will place you on a global mission to revolutionize the way the world games. Razer is **a place to do great work**, offering you the opportunity to make an impact globally while working across a global team located across 5 continents. Razer is also **a great place to work,** providing you the unique, gamer-centric #LifeAtRazer experience that will put you in an accelerated growth, both personally and professionally.

**Responsibilities**:
Intern will be playing a key role in supporting to building & optimizing of Artificial Intelligence (AI) / Machine Learning (ML) Engines, that are important to Razer’s AI initiatives.
Intern will work on revamping existing feature pipelines and building of new feature pipelines via feature engineering efforts. The intern can also be involved in the deployment of models via a systematic MLOps pipeline. By analyzing the output of the deployed models, the intern will also perform further analysis to better improve the models. Throughout the process, the intern will learn the skills of proper documentation for these works.

**Requirements**:

- Creative and innovative mindset and ability to work independently
- Ability to use one or more development language (Python, SQL, Dbt, etc)
- Familiar with cloud technologies (Amazon Web Services, Google Cloud Platform)
- Familiar with orchestration tools.
- Interest and experience in Data Science, Machine Learning and Artificial Intelligence

**Learning Objectives and Outcomes**

**Learning Objectives**

**Learning Outcome**
- Industry practices and essentials to writing clean code in Python
- Industry usage of a proper CI/CD for code repository integration and deployment
- Feature engineering, including pipeline design and boiler plating
- Algorithm selection and AI/ML model training
- AI/ML model evaluation techniques
- Cloud computing technology - AWS
- Infrastructure as code - Terraform
- Technical requirement gathering and translation

**Pre-Requisites**:
**Are you game?

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