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Machine Learning Engineer

2 months ago

Singapur, Singapore IO TECH SOLUTIONS LIMITED Full time
Machine Learning Specialist

IO TECH SOLUTIONS LIMITED is seeking a highly skilled Machine Learning Specialist to join their team. As a Machine Learning Specialist, you will play a crucial role in empowering the company's quantitative trading team by designing and implementing machine learning algorithms and deep learning applications to solve complex business problems.

Key Responsibilities:
  • Design and Implement Machine Learning Algorithms: Develop and implement machine learning algorithms and deep learning applications to solve complex business problems and optimize trading systems.
  • Collaborate with Cross-Functional Teams: Work closely with data scientists, traders, researchers, and developers to optimize machine learning models into trading systems and strategies.
  • Construct Optimized Data Pipelines: Design and construct optimized data pipelines to feed machine learning models and trading performance monitoring.
  • Research and Development: Conduct research on the latest advancements in machine learning and explore innovative techniques to enhance trading systems.
Qualifications:
  • Education: Master's or Ph.D. degree in Computer Science, Statistics, Mathematics, Automation, or a related quantitative field.
  • Experience: Prior experience in the financial industry is a bonus but not a requirement.
  • Technical Skills: Proficiency in programming languages such as Python, R, or Julia, and familiarity with machine learning libraries like TensorFlow, PyTorch, or other machine learning frameworks.
  • Research Experience: Experience in computationally intensive research on very large data sets.