You will be applying different AI techniques such as deep learning, optimization and recommendation algorithms to solve promotion related problems. You will be:
1. Responsible for the algorithms for promotion business, including the design, development and optimization of promotion scheme generation, promotion recommendation, promotion distribution, performance prediction and analysis.
2. Continuous improving algorithms to adapt to evolving business requirements, and ensuring high efficiency, scalability as well as good coding styles.
3. Following the state-of-the-art research work and the integrated applications on deep learning, recommendation, optimization, reinforcement learning and so on.
1. At least three years relevant working experience;
2. Masters or PhD degree in computer science, operations research, statistics, mathematics, or equivalent fields;
3. Solid theoretical foundations and industry experiences in machine learning, personalized search & recommendation, user/seller behaviour modelling, sales prediction, marketing algorithm, budget control, pricing strategy, large scale data analysis/platforms;
4. Expertise in one or more fields in deep learning, reinforcement learning, recommendation algorithms and optimization algorithms.
5. Experience in machine learning or optimization libraries such as Tensorflow, Keras, PyTorch, CPlex, etc;
6. Solid programming skills in SQL, Java and Python;
Passionate about technology, demonstrate ability to generate new ideas and innovations; excellent in self-learning, problem analyzing and solving; work independently, proactive, strong teamwork spirit;
7. Good interpersonal and communication skills, including the ability to describe the logic and implications of a complex model to stakeholders.