Advertising AI Algorithm Engineer

3 weeks ago

Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

Job Description:

1. Participate in the development of core capabilities for the advertising system, including AI infrastructure, machine learning and recommendation algorithms, to enhance advertisement recommendation effectiveness. Analyze foundational data, uncover user interests, and improve the prediction capabilities of the advertising system.

2. Contribute to the design of game-theoretic mechanisms for advertisement bidding, and optimize bidding environments to maximize traffic value and improve monetization.

3. Engage in the optimization of ad engine mechanisms, including bidding ranking, cold-start strategies, and intelligent bidding systems to improve ad campaign performance.

4. Research cutting-edge AI technologies such as AI Agent, NLP, LLM, Computer Vision, and Generative AI to precisely interpret, generate, and review advertisement creatives. Build interactive marketing capabilities through in-depth understanding of user intent to enhance ad experiences.

5. 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:

1. Ph.D. or Master's degree in Computer Science, Data Science, Applied Mathematics, or related fields.

2. 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.

3. Proficient programming skills in Python, Java, C++, or SQL, with hands-on experience in deep learning frameworks such as TensorFlow or PyTorch.

4. 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.

5. Excellent problem-solving skills, with the ability to quickly analyze and identify root causes from large and complex business data, and propose effective solutions.

6. A keen interest in staying up-to-date with the latest developments in AI, recommendation algorithms, mechanism design, and generative AI applications in advertising.

7. Strong independent thinking, excellent communication skills, a high sense of responsibility, and strong teamwork abilities.

Interested candidate please click "APPLY" to begin your job search journey.

We regret to inform that only shortlisted candidates will be notified.

By sending us your personal data and curriculum vitae (CV), you are deemed to consent to PERSOLKELLY Singapore Pte Ltd and its affiliates to collect, use, and disclose your personal data for the purposes set out in the Privacy Policy available at https://www.persolsingapore.com/policies. You acknowledge that you have read, understood, and agree with the Privacy Policy.

PERSOLKELLY Singapore Pte Ltd


• RCB No. 200007268E
• EA License No. 01C4394


• Registration ID Heah Sian Wei

Tell employers what skills you have

TensorFlow
Machine Learning
Data Structures
Interactive Marketing
Operations Research
Computer Vision
PyTorch
Big Data Analysis
Python
Computer Graphics
Prediction
Data Science
Ab Testing
Java
Job Search
C++

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