COMPANY DESCRIPTION
Mediacorp is Singapore's largest content creator and national media network, operating a suite of TV channels, radio stations, and multiple digital platforms. Its mission is to engage, entertain, and enrich audiences by harnessing the power of creativity.
We are committed to creating an inclusive and diverse workplace where talent thrives. Our hiring decisions are made based on merit and fit-to-role. If you have a disability or special need which requires accommodation to participate in the recruitment process, please inform us when you submit your online application. We will be happy to support as necessary.
Thank you for your interest and application to this role. Please note that only short-listed candidates will be contacted.
RESPONSIBILITIES
We are searching for a talented AI Data Engineer to join our growing team. In this role, you will play a pivotal role in designing, building, and maintaining scalable data pipelines that fuel our AI applications and business intelligence initiatives. You will be responsible for the entire data lifecycle, from data acquisition to transformation and delivery, ensuring high-quality data is readily available for various stakeholders.
Responsibilities
- Collaborate with AI Scientists, Business Analysts, and Product Managers to understand data requirements for AI applications and business use cases.
- Design and implement scalable data pipelines for efficient data extraction, transformation, and loading extract, transform, and load (ETL) from various sources.
- Develop and maintain data models that optimize data storage, retrieval, and utilization for AI and BI needs.
- Develop continuous data processing jobs and pipelines to provide scalable input for analytics and modelling needs.
- Implement data quality checks and cleansing processes to ensure data accuracy and consistency.
- Automate workflows to improve efficiency and reduce manual intervention.
- Monitor and troubleshoot data pipelines and system performance, including model performance, to identify and resolve issues proactively.
- Stay up-to-date with the latest data engineering technologies and best practices.
- Contribute to the development and implementation of data governance strategies.
- Work closely with stakeholders to ensure high standards of data governance during implementation.
- Bachelor's degree in Computer Science, Information Technology, or related fields.
- 3+ years of experience in developing end-to-end AI/ML applications with a focus on Data Engineering tasks.
- Proven experience in designing and building scalable data pipelines.
- Strong understanding of algorithms, data structures, discrete math, ETL processes, and data warehousing concepts.
- Proficiency in programming languages such as Python or Java
- Experience with cloud infrastructure (AWS, Azure), Kubernetes and Docker preferred.
- Familiarity with TensorFlow, PyTorch, and other open-source AI/ML frameworks; SQL/NoSQL databases; big data technologies like Spark/Hadoop is advantageous.
- Experience with Graph DB and building Graph-based applications.
- Experience working in the Media & Entertainment industry is a strong plus.
- Self-directed with excellent communication and collaboration skills; ability to work independently or as part of a cross-functional team.
