Senior Machine Learning Engineer - PaidAds

2-4 years
4 months ago 1 Applied
Job Description

Job Description:

  • Build industry-leading ads item recommendation algorithms for paidads.
  • Involved in the design, development and maintenance of machine learning training data jobs for advertising.
  • Collaborate with cross-functional teams, including software engineers, product managers, to integrate machine learning/strategy solutions into the production.
  • Design and implement, deliver machine learning recall models to production to ensure our algorithms give real impact to ads business.
  • Develop and maintain the infrastructures for machine learning recall algorithms.

Requirements:

  • Bachelor or higher degree in Computer Science, Data Science, Machine Learning, or a related field.
  • 2+ years of experience with recommendation system and various machine learning algorithms, especially for matching/ranking model,, such as DSSM, ESMM, DIN, YoutubeDNN.
  • Experience with machine learning frameworks and libraries, such as TensorFlow, PyTorch, etc.
  • Excellent problem-solving and analytical thinking abilities, with a focus on delivering practical and scalable solution
  • Familiar with Spark, Hive, Tensorflow, etc.

About
Job Source: careers.shopee.sg

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.

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