Singtel
Machine Learning Engineer
Job Description
Be a Part of Something BIG!
This is a machine learning engineer role in Advanced Analytics team to support Financial & Lifestyle Services (eg. Insurance) on activities related to ML operation, campaign automation, data pipeline development, production monitoring, dashboard development and maintenance.
Make an Impact by:
- Work with internal stakeholders to translate prototype into production code
- Responsible of setting up data pipeline, job monitoring and alert in production
- Maintenance of automation jobs and data quality monitoring
- Setting up of campaign performance tracking on production dashboard
- Support the continuous exploration & research on internal and external data sources to sharpen the targeting
- Implementation of DataOps/ MLOps pipeline in production
Skills for Success
- Good degree in engineering, science, IT or related field.
- Minimum 2 years experience in relevant field
- Proficient in Python, Java and SQL
- Well-versed in data engineering and big data frameworks (Hadoop, Spark, Impala, Hive etc)
- Familiar with MLOps and DevOps, CI/CD
- Experience in ETL development, data profiling and data quality management
- Good team player
- Strong organizational skill & conscientious personality.
- Meticulous, proactive and dynamic with ability to work independently.
- Effective communication and people engagement skills.
Rewards that Go Beyond
- Full suite of health and wellness benefits
- Ongoing training and development programs
- Internal mobility opportunities
Your Career Growth Starts Here. Apply Now!
We are committed to a safe and healthy environment for our employees & customers and will require all prospective employees to be fully vaccinated.
