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AD Software Engineering 10307

薪资面议  /  10年  /   广州

今天 17:09 更新

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职位属性

  • 招聘类型:社招
  • 工作性质:全职

职位描述

Some careers have more impact than others.

If you’re looking for a career where you can make a real impression, join HSBC and discover how valued you’ll be.

 

We are currently seeking an experienced professional to join our team in the role of Associate Director, Software Engineering.

 

Business: Emerging Technology

 

Principal responsibilities

  • Lead an AI delivery team to implement business use cases effectively, ensuring the creation of substantial business value.
  • Build and maintain automated pipelines for continuous training, testing, and deployment of machine learning models, incorporating Responsible AI controls.
  • Ensure strict adherence to architectural principles, technical standards, security requirements, and the software development life cycle (SDLC).
  • Troubleshoot complex platform issues, ensuring successful, high-quality, and resilient AI services in production.
  • Establish best practices for engineering, including CI/CD pipelines, testing frameworks, and monitoring tools, and drive continual improvement of engineering processes.
  • Provide leadership and mentorship to a team of engineers, guiding them in building robust, scalable, and maintainable AI software solutions.
  • Collaborate closely with AI engineers, stakeholders, and customers to translate AI capabilities into production-ready systems that meet business needs.

任职条件


  • Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field; equivalent experience will be considered.
  • 8+ years of experience in software engineering, with at least 3 years in a leadership or technical lead role focusing on AI, or ML platform projects.
  • Proven expertise in one or more areas, including Natural Language Processing (NLP), Multimodal Representation Learning, Generative AI, or Large Language Models (LLMs).
  • Hands-on experience in fine-tuning and developing LLMs, with strong knowledge of emerging trends in LLMs and open-source platforms.
  • Proficiency in Retrieval-Augmented Generation (RAG) and Agent frameworks.
  • Advanced programming skills in Python, with familiarity in machine learning frameworks such as PyTorch and essential libraries like scikit-learn, pandas, etc.
  • Experience working with cloud platforms (AWS, GCP, Azure, Alibaba Cloud/Ali) and container orchestration technologies (e.g., Kubernetes, Docker).
  • Knowledge of implementing Responsible AI controls, data governance, and compliance frameworks is highly desirable.
  • Excellent problem-solving skills, with strong communication and stakeholder management abilities.
  • Proven track record of delivering large-scale, mission-critical platforms from concept to production.

职位要求

  • 学历要求:本科
  • 工作经验:10年

公司福利

  • 五险一金
  • 带薪年假
  • 定期体检
  • 弹性工作
  • 管理规范