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Senior Machine Learning Engineer (Business Observability and Insights) at Grab
GrabSingapore, sg·1w ago
Entry LevelFull-timeMachine LearningML
Salary Range
$36,720 - $49,680 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
The Machine Learning Engineer will report into the Engineering Manager and work at Grab's North Singapore office. This role focuses on designing and deploying large-scale anomaly detection and root cause analysis systems critical to core Fulfilment Services.
Key Responsibilities
- →Design and deploy a large-scale, real-time Anomaly Detection and Root Cause Analysis (RCA) platform for core Fulfilment Services
- →Develop and architect core components of the RCA system to provide explainable interpretations of anomalies
- →Define and drive the technical roadmap for the evolution of the anomaly detection platform
- →Explore and implement state-of-the-art ML techniques to detect various anomalies
- →Collaborate with Product Managers and Analysts to design intelligent anomaly detection systems
- →Own the full software development lifecycle of the platform
Requirements
- ✓Experience with anomaly detection and root cause analysis systems
- ✓Strong background in machine learning techniques
- ✓Ability to architect and deploy large-scale platforms
- ✓Experience with performance analysis and optimization
- ✓Knowledge of software development lifecycle processes
