Advertising Recommendation Algorithm Expert

About the Company

Our client is a globally recognized leader in information and communications technology (ICT) infrastructure and smart devices. They deliver comprehensive AI solutions across all scenarios to products and services for carriers, enterprises, governments, and individual users worldwide.

Job Overview

We are seeking a highly skilled Advertising Recommendation Algorithm Expert to join the team in Singapore. This role is focused on designing and enhancing advanced algorithms to improve advertising recommendation systems.

Key Responsibilities

• Develop and implement sophisticated reasoning algorithms for large language models that enable solving complex multi-step issues, logical deductions, and abstract thought.
• Innovate and apply novel methods to enhance recommendation quality, leveraging techniques such as deep learning, reinforcement learning, and multi-armed bandit algorithms.
• Maintain currency with the latest developments in recommendation systems, machine learning, and advertising technology.
• Employ machine learning methods including collaborative filtering, content-based filtering, and hybrid techniques to boost advertisement relevance and user satisfaction.
• Collaborate closely with data engineers, software developers, product leaders, and other teams to incorporate recommendation algorithms into advertising platforms and applications.
• Partner with business and marketing units to align recommendation models with advertising strategies and user engagement targets.

Qualifications and Experience

• PhD in Computer Science, Artificial Intelligence, Machine Learning, or a closely related discipline.
• Minimum of five years’ experience creating recommendation algorithms, particularly with large-scale datasets, user behavior analytics, and real-time systems.
• Proficient with machine learning methods such as collaborative filtering, content-based filtering, matrix factorization, and deep learning frameworks.
• Strong communication skills to articulate technical concepts effectively to non-technical audiences.
• A demonstrated enthusiasm for advancing advertising technologies and enhancing user experiences through data-centric solutions.
• Proven publication record at leading AI conferences including Recsys, KDD, NIPS, ICML, and ACL.

Additional Information

Only shortlisted candidates will be contacted. By applying, candidates consent to the collection and use of their personal data according to the company’s privacy policy. EA License No.: 01C4394.