Overview
Machine Learning Engineer
Date: 21 Nov 2024
Location:
Singapore, Singapore
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Company:
Singtel Group
Be a Part of Something BIG!
This is a machine learning engineer role in Advanced Analytics team to support core telecommunication business 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 1 year experience in relevant field or fresh graduate with exceptional background
- 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
- Flexible work arrangement
- 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.
About Singtel
Headquartered in Singapore, Singtel has 140 years of operating experience and played a pivotal role in the country’s development as a major communications hub. Optus, our subsidiary in Australia, is a leader in integrated telecommunications, constantly raising the bar in innovative products and services.
We are also strategically invested in leading companies in Asia and Africa, including Bharti Airtel (India, South Asia and Africa), Telkomsel (Indonesia), Globe Telecom (the Philippines) and Advanced Info Service (Thailand). We work closely with our associates, leveraging our scale in networks, customer reach and extensive operational experience to lead and shape the communications industry.
Together, the Group serves over 700 million mobile customers around world. Singtel is one of the largest listed Singapore companies on the Singapore Exchange by market capitalisation.
The Group has a vast network of offices throughout Asia Pacific, Europe and the USA, and employs more than 23,000 staff worldwide.
