Fullstack AI Engineer

2 days ago

Jakarta, Jakarta, Indonesia AVOWS CONSULTING LIMITED Full time

Responsibilities

  • Build ML models: recommendation, clustering, prediction.
  • Analyze user behavior and event log data.
  • Develop quick prototypes (CLI, dashboards, lightweight web apps).
  • Build and optimize REST APIs for model inference.
  • Integrate ML models into production backend systems.
  • Develop batch/real-time inference pipelines.
  • Design and maintain ETL/ELT data pipelines.
  • Process large datasets (sessions, metadata, streaming data).
  • Deploy services and models using Docker and cloud platforms (GCP/AWS).
  • Monitor model performance and backend service health.

Requirements

  • 2–3 years experience in ML, Backend, or Data Engineering.
  • Strong Python (NumPy, Pandas, scikit-learn).
  • Basic familiarity with PyTorch/TensorFlow.
  • Experience building simple recommendation or clustering models.
  • Strong SQL (PostgreSQL/BigQuery).
  • Experience with ETL/ELT and data cleaning.
  • Experience building APIs or FastAPI/Flask).
  • Familiarity with Docker and basic CI/CD.
  • Understanding of system design fundamentals and caching.
  • Knowledge of embeddings, vector databases, or LLM integration (nice to have).

Contract PKWT (WFO)

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