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.
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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.
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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.
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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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