Engineer/Senior Engineer, Backend - (MPID - NLP/Chatbot)
Shopee in Singapore, Singapore
Information Technologies
Full-Time
The 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:
We are looking for an engineer/senior engineer to join our team, responsible for developing and maintaining chatbot products and services. The ideal candidate should have a strong background in software engineering, an understanding of natural language processing (NLP), and a genuine interest in large language models and recommendation systems.
Job Description:
- Develop and maintain chatbot services using large language model (LLM) technology, ensuring system stability and reliability.
- Participate in requirements analysis, design, and implementation of technical solutions, and actively drive project delivery to production.
- Collaborate with cross-functional teams to design and implement product requirements.
- Write clear, maintainable, and efficient code.
Requirements:
- Bachelor’s degree in Computer Science, Engineering, or a related field.
- Strong technical skills, familiarity with the Linux environment, proficiency in Golang or Python, and familiarity with common components such as Redis, Kafka.
- Understanding of basic machine learning frameworks and libraries (e.g., TensorFlow, PyTorch).
- Excellent problem-solving skills and attention to detail.
- Strong communication and collaboration skills.
- 2+ years of relevant work experience.
- Experience in offline data production and familiarity with related development tools such as Spark, Hive.
- Experience in developing large language models or chatbot systems.
- Experience in deploying machine learning models in a production environment
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