Advertising AI Algorithm Engineer

Beijing Foreign Enterprise Management Consultants Co.,Ltd.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Huawei is seeking an Advertising AI Algorithm Engineer in Singapore to develop core advertising system capabilities, including ML, AI infrastructure, and recommendation algorithms that enhance ad relevance and monetization.

You will work on game-theoretic bidding, intelligent bidding systems, and cutting-edge AI technologies such as NLP/LLM and Generative AI to improve ad experiences and advertiser ROI while collaborating with product and operations teams on iterative improvements.

Qualifications

• Ph.D. or Master’s degree in CS, Data Science, Applied Math or related fields.
• Strong theoretical foundation in data structures and algorithms with ML/NLP/LLM/Big Data/Distributed Computing/Computer Vision/Graphics/Game Theory/OR.
• Proficient in Python/Java/C++/SQL and DL frameworks (TensorFlow or PyTorch).
• 1–3 years of research or industry experience in advertising, recommendations, bidding mechanisms, generative AI, search, AI Agent, or AIGC.
• Excellent problem-solving skills with ability to analyze large datasets and propose solutions.
• Stay up-to-date with AI, recommendation algorithms, mechanism design, and generative AI in advertising.
• Strong independent thinking, communication, responsibility, and teamwork abilities.

Responsibilities

• Develop core capabilities for the advertising system, including AI infrastructure, ML and recommendation algorithms to improve ad relevance.
• Contribute to game-theoretic ad bidding mechanisms and optimize bidding environments for traffic value.
• Enhance ad engine mechanisms like bidding rankings, cold-start strategies, and intelligent bidding systems.
• Research AI technologies such as AI Agents, NLP, LLMs, CV, and Generative AI to interpret and generate ad creatives.
• Collaborate with product and operations teams to refine recommendation algorithms via A/B testing to boost ROI and user experience.

Skills

Machine Learning

NLP/LLM

Distributed Computing

Computer Vision

Game Theory

Operations Research

Communication

Teamwork

Problem Solving

A/B Testing

Ad Tech

Education

Ph.D. in Computer Science / Data Science / Applied Mathematics

Master's degree in Computer Science / Data Science / Applied Mathematics

Tools

Python

Java

C++

SQL

TensorFlow

PyTorch

Job description

On behalf of Huawei, a world-renowned information and communication technology company, we are seeking passionate and talented individuals to join our team as Advertising AI Algorithm Engineer.

Job Description:

• Participate in the development of core capabilities for the advertising system, including AI infrastructure, machine learning and recommendation algorithms, to enhance ad recommendation effectiveness. Analyze foundational data, uncover user interests, and improve the prediction capabilities of the advertising system.
• Contribute to the design of game-theoretic mechanisms for ad bidding, and optimize bidding environments to maximize traffic value and improve monetization.
• Engage in the optimization of ad engine mechanisms, including bidding ranking, cold-start strategies, and intelligent bidding systems to improve ad campaign performance.
• Research cutting-edge AI technologies such as AI Agent, NLP, LLM, Computer Vision, and Generative AI to precisely interpret, generate, and review ad creatives. Build interactive marketing capabilities through in-depth understanding of user intent to enhance ad experiences.
• Collaborate with product and operations teams to iteratively refine recommendation algorithms and strategic mechanisms through A/B testing, improving advertiser ROI, operational efficiency, and user experience.

Qualifications:

• Ph.D. or Master's degree in Computer Science, Data Science, Applied Mathematics, or related fields.
• Strong theoretical foundation in data structures and algorithm, with expertise in one or more of the following: Machine Learning, Deep Learning, NLP, LLM, Big Data Analysis, Distributed Computing, Computer Vision, Computer Graphics, Game Theory, or Operations Research.
• Proficient programming skills in Python, Java, C++, or SQL, with hands‑on experience in deep learning frameworks such as TensorFlow or PyTorch.
• 1~3 years of in-depth academic research or industrial project experience in one or more technical directions is preferred, including programmatic advertising, recommendation systems, bidding mechanisms, generative AI, search engines, AI Agent, or AIGC.
• Excellent problem‑solving skills, with the ability to quickly analyze and identify root causes from large and complex business data, and propose effective solutions.
• A keen interest in staying up‑to‑date with the latest developments in AI, recommendation algorithms, mechanism design, and generative AI applications in advertising.
• Strong independent thinking, excellent communication skills, a high sense of responsibility, and strong teamwork abilities.