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Machine Learning Engineer, Search Local Services

SpringCube

Full time - Associate/Junior Executive

Social Networking & Media

Singapore ( Onsite )

Published 4 weeks ago

Salary: SGD5,000 - SGD10,000

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Job Description

The SpringCube team curated the following job opportunity to help you in your

job search. Explore the position below to find your next career move.

Company Overview

Our client is a leading global platform for short-form mobile video. Their mission is to inspire creativity and bring joy. With global headquarters in Los Angeles and Singapore, and offices in numerous major cities worldwide, they are at the forefront of innovation in digital entertainment. They are dedicated to helping imaginations thrive, believing that every challenge is an opportunity to learn, innovate, and grow.

Job Description: Machine Learning Engineer, Search Local Services

Responsibilities

  1. Support the local video service business to enhance user discovery of life services such as hospitality, dining, and leisure;
  2. Improve the search experience in local services and promote ecosystem growth;
  3. Utilize large-scale machine learning techniques in search and recommendation scenarios with billions of users to: Improve user shopping experiences & Enhance conversion efficiency;
  4. Design and implement local services search algorithms across the full stack, including: Query analysis, relevance, recall, coarse ranking, fine ranking, and blended ranking. Personalized behavior modeling for relevance computation; CTR (Click-Through Rate) prediction, CVR (Conversion Rate) prediction. Vector recall and value blending.

Qualifications

Minimum Qualifications

  1. Excellent analytical and problem-solving skills;
  2. Strong foundation in machine learning and deep learning, with experience in: NLP (Natural Language Processing), Personalization;
  3. Exceptional coding skills with solid knowledge of data structures and algorithms;
  4. Proficiency in Linux development environments.

Preferred Qualifications

  1. Prior experience in search, recommendation, or advertisement algorithms.
  2. Familiarity with local life services and e-commerce businesses.

Disclaimer

SpringCube curates tech job listings from various company websites to support tech professionals in Singapore.

  1. No Endorsement: Job ads on SpringCube do not imply endorsement of their authenticity or quality.
  2. No Client Relationship: This company is not a client of SpringCube unless stated.
  3. To Apply: Click the “Apply” button to be redirected to the hiring company’s application page for this job.
  4. No Liability: SpringCube is not liable for inaccuracies.

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SpringCube is a technology recruitment firm and tech-focused career platform. Since 2001, we’ve connected top talent with leading companies across Singapore and Southeast Asia.

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