Senior Machine Learning Engineer
2 months ago
Job Duties:
Lead the design and development of machine learning algorithms
Drive the enhancement of existing products using data-driven solutions
Analyse data trends to inform and optimise algorithms
Maintain up to date knowledge of state-of-the-art machine learning techniques.
Contribute to building large-scale (100 million+) e-commerce recommendation algorithms and systems, including commodity recommendations, live stream recommendations, short video recommendations etc
Build long and short term user interest models, analyze and extract relevant information from large amounts of various data and design algorithms to explore users' latent interests efficiently
Design, develop, evaluate and iterate on predictive models for candidate generation and ranking(eg. Click Through Rate and Conversion Rate prediction) , including, but not limited to building real-time data pipelines, feature engineering, model optimization and innovation
Job Requirements:
A Bachelor's degree in Computer Science, Engineering or a related field. An advanced degree such as a Master or Ph.D. is preferred.
At least five years of experience in Machine Learning or a similar role.
Proficiency in programming languages like Python or Java
Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn).
Excellent skills in data structures, algorithms, and software design.
Strong mathematical skills (e.g. statistics, algebra).
Deep understanding of machine learning principles, models, and algorithms.
Excellent analytical and problem-solving skills.
Experience in the social media industry is preferred.
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