全职 Data Scientist Jobs, in 易点天下 Eclicktech Singapore, Singapore - Ricebowl

About the Role

Turn large‑scale ad log data into growth strategies. Own end‑to‑end analytics, pipeline reliability, and performance modeling to drive bidding efficiency and ROI. Work directly with engineering, product, and commercial teams.

What We're Looking For

This is not a BI/reporting role. We need someone who can write production PySpark, manage GCP Dataproc jobs, and control cloud costs.

Finance, e‑commerce, logistics, or any data‑intensive industry is fine — as long as you have hands‑on Spark + GCP scheduling experience.

What You'll Do

Analyze bid requests, win rate, latency, and conversion funnels

Own A/B testing for bidding algorithms and product features

Build/maintain reliable data pipelines on GCP (Dataproc, Airflow)

Develop scripts for automation, anomaly detection, and feature extraction

Build dashboards and define KPIs for global teams

Requirements

Must‑Have

Advanced SQL on large‑scale log data

Production Python (Pandas, NumPy, Matplotlib)

PySpark for ETL and performance tuning

GCP Dataproc (serverless + cluster modes) and cost control (idle session cleanup, job management)

Strong Plus

Airflow on GCP Composer

Basic ML (feature engineering, predictive modeling, uplift)

Understanding of ad metrics: bid request, win rate, eCPM, ROI, etc.

Nice to Have

5+ years analytics experience

Programmatic advertising (DSP/ADX/RTB) experience

Soft Skills

Self‑starter: comfortable with ambiguity, debugs independently, learns new GCP tools proactively

Education

Bachelor’s or Master’s in CS, Data Science, Statistics, Math, or quantitative field