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Machine Learning Engineer - Leading Financial Institution Fresh graduates are welcome!

Application

5 June 2024

Hong Kong

Our client, a prominent financial services leader, is seeking an experienced Machine Learning Engineer to join their innovative team. In this role, you will have the opportunity to work with cutting-edge financial technologies and help build next-generation AI-powered solutions. Fresh graduates are also welcome to apply.

 

Job Responsibilities:

  • Responsible for the training and deployment of production optimization models (deep reinforcement learning);

  • Responsible for the research and application of decision optimization models (deep reinforcement learning) based on historical data;

  • Responsible for model verification and testing, continuously optimizing model performance and computing efficiency;

  • Conduct in-depth research and experimentation to explore new RL techniques and their potential applications in financial markets.

  • Collaborate with the quantitative research team to integrate RL models into existing trading strategies and systems.

  • Optimize and fine-tune RL models for performance, scalability, and robustness in live trading environments.

  • Participate in the construction and maintenance of the big data platform.

 

Job Requirements:

  • Bachelor's degree or above (Ideally PhD) in computer science, mathematics, physics, or engineering; or a related quantitative field.

  • Proficient in at least one of Python, C++, and scripting languages;

  • Familiar with the Linux environment, proficient in one of the mainstream deep learning frameworks such as TensorFlow, PyTorch, or JAX;

  • Possess machine learning development experience, with preference for those with RL (reinforcement learning) development experience;

  • Familiar with SQL and proficient in databases/data warehouses such as Hive and Presto, with preference for those who have such experience;

  • Good logical thinking ability, abstract thinking ability, problem-solving ability, and system design ability;

  • Good communication skills, teamwork spirit, and learning ability;

  • Familiarity with quantitative finance concepts, financial data analysis, and trading systems is a plus.

 

If this outstanding opportunity sounds like your next career move, please submit through "Apply Now" or send your resume in Word format to Wiki Wong at resume@pinpointasia.com and put Machine Learning Engineer - Leading Financial Institution Fresh graduates are welcome! in the subject header.


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