Senior Algorithm Engineer

2 weeks ago

Singapore Shopee Full time

Department Engineering and Technology- LevelExperienced (Individual Contributor)- LocationSingaporeThe Engineering and Technology team is at the core of the Shopee platform development. The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform. Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

**About the Team**:

- Established in 2016, the Shopee Advertising Team is dedicated to building the advertising platform for Shopee’s global markets. With team members primarily based in Singapore and Beijing, our diverse group includes talent from leading internet companies and prestigious universities around the world.- Our mission is to drive long-term business growth while ensuring an optimal user experience and maximising monetisation. Key responsibilities of our team include:
- Developing large-scale distributed advertising services
- Creating cutting-edge deep learning models for accurate predictions
- Implementing balanced and effective advertising mechanisms
- We foster a strong culture of learning and collaboration and invite passionate, self-motivated individuals to join us in our ongoing quest for innovation and excellence in serving users globally.- Optimize Shopee Ads core advertising strategies, such as traffic selection, smart bidding, ranking strategies and auction mechanisms.
- Provide solutions to long-term challenges like cold start, stability, and ecosystem development for the platform.
- Participate in the development and iteration of Ads algorithms by using Machine Learning.
- Enhance the efficiency of automated delivery products, combining intelligent product selection with full-chain optimisation to improve ads performance.
- Deeply understand buyer and seller demands to create incentive-compatible, mutually beneficial advertising strategies and products.
- Continuously improve the monetisation efficiency and user experience of Shopee’s advertising products, increase monetisation efficiency and driving the healthy, sustainable development of Shopee advertising

**Requirements**:

- Bachelor’s degree in Computer Science, Computer Engineering, or a related technical field, or equivalent practical experience.
- 2+ years of programming experience in a relevant language.
- 2+ years of hands-on experience in one or more of the following areas: machine learning, recommendation systems, computational advertising, pattern recognition, data mining, or artificial intelligence.
- 2+ years of relevant experience with frameworks such as PyTorch, TensorFlow, or similar.
- Strong communication skills, collaborative team spirit, and a product-focused, data-driven mindset.
- Experience in ecosystem construction, monetisation efficiency, or mechanism design is preferred
- Prior experience in e-commerce companies is preferred

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