Senior ML Engineer

1 week ago


Singapore beBeeMachine Full time $90,000 - $120,000

**Job Title:** Algo/Machine Learning Engineer, Senior Engineer


Join our team of passionate individuals as we foster a culture of innovation and learning. We are seeking a skilled Machine Learning Engineer to join our Advertising Team in Singapore or Beijing.

**About the Team**: Our mission is to support long-term commercial growth while balancing user experience with monetization. The algorithm team aims to serve advertisers and users by meeting business indicators and enhancing engagement.

We develop machine learning solutions to improve matching and monetization efficiencies across various ad placements, offering opportunities to broaden skills and knowledge. As a member of this team, you will participate in developing large-scale Ads systems and build algorithms to improve ads pipelines, including recall, pre-rank, and ranking models. You will design, develop, and maintain machine learning data jobs for advertising and deliver machine learning models to production to impact the ads business. Additionally, you will research and develop bidding algorithms and traffic control strategies, as well as design algorithms focused on user acquisition, activation, and retention for new and existing customers. Finally, you will collaborate with cross-functional teams to integrate solutions into production.

**Requirements**: Bachelor's degree or higher in Computer Science, Data Science, Machine Learning, or related fields; 2+ years of experience with search/recommendation/ads systems and models like DSSM, DIN, MMoE; experience with frameworks like TensorFlow, PyTorch, and LLM libraries such as Hugging Face, vLLM; knowledge of data analysis, feature engineering, model training, evaluation, and deployment; skilled in causal inference and uplift modeling for marketing and engagement; strong problem-solving and analytical skills, with a focus on practical solutions; proficiency in Python, Spark, Hive, TensorFlow, etc.
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