Location
Bali
Posted
June 01, 2026
Commute
Local Area
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Job Description
Sr. Machine Learning Engineer
We're looking for a Senior ML Engineer to build real-time ML systems for our mobile advertising platform. You'll own the full lifecycle - feature engineering, model training, deployment, and production monitoring.
What You'll Build:
- ML Serving Infrastructure
- Real-time, low-latency model serving
- Deep learning (PyTorch) and tree-based models (LightGBM/XGBoost) behind FastAPI on AWS ECS
- MLOps Pipelines
- Model promotion workflows: local β staging β production
- Automated validation gates before promotion (offline eval metrics, data quality checks)
- Retraining pipelines via Databricks Workflows (scheduled + drift-triggered)
- CI/CD for both code and model artifacts
- Blue-green or canary deployments for safe rollouts
- Monitoring & Observability
- Model quality tracking: accuracy, precision, recall...