ML Engineer - Scalable Recommendations & Production Systems

re-zoo-me; Singapore; Hybrid; SGD 120,000 - 180,000; Full time

Job summary

re-zoo-me is seeking a data-driven ML engineer to join our team in Singapore. You will develop, productionise and optimise models for recommendations, personalization and user behaviour, with end-to-end ML pipelines and monitoring.

You will collaborate with Data Scientists and Data Engineers to turn prototypes into reliable production systems and continuously improve deployed solutions in a data-intensive environment.

Qualifications

• Bachelor's degree or above in a related field.
• 3+ years building recommendation systems or user behaviour models.
• Proficient in Python and software engineering fundamentals.
• Experience with large-scale data processing using Spark, PySpark or Flink.
• Hands-on production experience with ML models.

Responsibilities

• Develop and productionise ML models for recommendations, personalization and user behaviour.
• Build scalable ML pipelines from data prep to deployment and monitoring.
• Design batch and real-time inference to meet latency and reliability goals.
• Collaborate with Data Scientists and Data Engineers to deploy production systems.
• Monitor performance and iterate to improve models and pipelines.
• Evaluate new ML and MLOps developments for business use cases.

Skills

Python

Software engineering

ML algorithms

Statistics

Feature engineering

Spark PySpark Flink

Production ML

Data analysis

Education

Bachelor's degree or above in Computer Science or related field

Tools

Spark

PySpark

Flink

Job description

re-zoo-me is seeking a data-driven ML engineer to join our team in Singapore. You will develop, productionise and optimise models for recommendations, personalization and user behaviour, with end-to-end ML pipelines and monitoring.

You will collaborate with Data Scientists and Data Engineers to turn prototypes into reliable production systems and continuously improve deployed solutions in a data-intensive environment.