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Shopee

Process Automation Engineer (AI / ML Ops / Data Science Vertical) Business Intelligence

Shopee
Philippines, Manila
2-5 Years
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  • Posted 19 days ago
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Job Description

Job Description:

  • Lead feature strategy for ML and LLM projects
  • Work closely with business teams (Ops, SPX, Risk, SCommerce) to translate messy operational processes into structured model inputs
  • Own EDA, outlier detection, feature construction, and normalizations
  • Design robust logic to handle entity overlaps
  • Evaluate data leakage, overfitting risks, and data quality issues before ML engineers build pipelines
  • Partner with ML engineers to hand off model-ready datasets with clear logic
  • Contribute to experimentation plans and model evaluation metrics
  • Support knowledge documentation and AI governance compliance


Requirements:

  • 2-5 years experience in data science, machine learning, or quantitative analytics
  • Strong background in statistics, feature engineering, anomaly detection, and time series
  • Proficient in Python, SQL, Jupyter (bonus: Spark, Hive, PyTorch, or XGBoost)
  • Able to work in ambiguous, high-stakes environments (logistics, fraud, finance, risk, etc.)
  • Strong communicator - can explain why a feature matters to business users and engineers
  • Familiarity with ML lifecycle, but comfortable focusing on upstream data/feature quality

More Info

Job Type:
Permanent Job
Industry:
Internet/E-commerce
Function:
Data Science
Employment Type:
Full time

About Company

Shopee

Shopee Pte. Ltd. is a Singaporean multinational technology company that specialises in e-commerce. The company was launched in Singapore in 2015, before it expanded abroad. As of 2021, Shopee is considered the largest e-commerce platform in Southeast Asia with 343 million monthly visitors.

Job ID: 133632295

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Last Updated: 16-12-2025 06:40:12 PM
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