Algorithm Engineer - Recommendation & Search

BINARY TECHNOLOGY DEVELOPMENT PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Binary Technology Development Pte. Ltd. in Singapore is looking for a senior ML specialist to design and manage search and recommendation services that empower the content team and accelerate ecosystem development.

You will apply machine learning personalization, leverage data-driven strategies, and lead core content recommendation modules while collaborating with global content, business, and product teams to define success metrics and deliver measurable improvements.

Qualifications

• MSc or PhD in ML/CS/Applied Math with 5+ years of industry experience (content domain preferred).
• Hands-on with PyTorch or TensorFlow in production or research settings.
• Experience in large-scale content-related applications and systems.
• Excellent cross-team collaboration with global teams.
• Publication record at top-tier venues is a plus.

Responsibilities

• Design and manage search recommendation services and models for the content team.
• Utilize ML-based personalization methods to improve content matching and distribution.
• Drive AI product upgrades and improve content experience and business outcomes.
• Lead development of core content recommendation modules with data-driven strategies.
• Collaborate with content, business and product teams to define success metrics.

Skills

PyTorch

TensorFlow

Cross-team collaboration

Large-scale apps

Content domain experience

Education

MSc or PhD in ML/CS/Applied Mathematics

Tools

PyTorch

TensorFlow

Job description

Responsibilities

• Design and manage search recommendation services and models to support the content team, empowering content ecosystem development.
• Utilize machine learning-based personalization methods, design patterns, and tools to enhance content matching and distribution efficiency.
• Deep understanding of recommendation systems within the content domain, leveraging business knowledge to drive AI product upgrades and improve content experience and business outcomes.
• Lead the development of core content recommendation modules using data-driven strategies to maximize content value and user impact.
• Collaborate with content, business, and product management teams to identify needs and opportunities within content scenarios, and jointly define success metrics.

Requirements

• MSc or PhD in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics, with at least 5 years of relevant industry experience (experience in the content domain is preferred).
• Strong hands-on experience with popular machine learning frameworks such as PyTorch or TensorFlow.
• Experience in large-scale application development, preferably in content-related user-facing applications.
• Excellent cross-team collaboration skills with the ability to work effectively with global content teams.
• Publication record at top-tier conferences or journals is a plus.