职位详情
SSE(AI solution; API) 0000KNXZ
面议
汇丰软件开发(广东)有限公司
广州
3-5年
本科
10-28
工作地址

太古汇2座

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 Senior Software Engineer.

Business: Group Data Technology

Principal responsibilities:

• Develop and implement machine learning solutions, with a focus on data engineering and generative AI, to address complex business challenges.
• Collaborate with cross-functional teams, including data scientists, software engineers, and business stakeholders, to define project requirements and deliver high-quality solutions.
• Utilize Python programming language and related libraries and open source GenAI models to design and implement scalable and efficient AIsolutions.
• Leverage Google Cloud Platform (GCP) services and tools to build and deploy ML pipelines, ensuring robust and reliable data processing and model training.
• Design and optimize data engineering workflows using tools such as Apache Airflow, ensuring efficient data ingestion, transformation, and storage.
• Conduct exploratory data analysis and feature engineering to extract meaningful insights and improve model performance.
• Stay up-to-date with the latest advancements in ML and generative AI techniques, and proactively identify opportunities to apply them to business problems.
• Collaborate with data engineering teams to ensure data quality, availability, and reliability for ML projects.
• Follow best practices for model deployment, monitoring, and maintenance, ensuring scalability and performance


• Strong experience in machine learning, API, and generative AI solutions with proven track record.
• Proficiency in Python programming language and related libraries/frameworks
• Hands-on experience with Google Cloud Platform (GCP) services, such as BigQuery, Dataflow, and AI Platform.
• Solid understanding of data engineering concepts and tools, including Apache Airflow.
• Experience with data preprocessing, feature engineering, and exploratory data analysis.
• Strong problem-solving and analytical skills, with the ability to translate business requirements into technical solutions.

What additional skills will be good to have?
• Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams.
• Startup mindset with the ability to handle multiple tasks and deliver high-quality results in a fast-paced environment.
• Commitment to integrity and strict adherence to company policies and security processes.

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