AI and Machine Learning Specialist

7 days ago


Hong Kong, Central and Western District, Hong Kong SAR China Jane Street Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our growing team at Jane Street. As a key member of our ML team, you will play a critical role in driving the direction of our ML platform and contributing to the development of our global business.

Key Responsibilities
  • Design and develop robust machine learning models and algorithms to drive business growth and improve decision-making.
  • Collaborate with cross-functional teams to integrate ML solutions into our trading environment and enhance research workflows.
  • Stay up-to-date with the latest advancements in the ML ecosystem and apply this knowledge to inform our ML strategy.
  • Develop and maintain high-quality training and inference infrastructure to support the deployment of ML models in production.
  • Work closely with data scientists and engineers to design and implement data pipelines and architectures that support ML model development and deployment.
  • Contribute to the development of a strong mathematical foundation for our ML team, including expertise in optimization theory, regularization techniques, and linear algebra.
Requirements
  • Proven experience in building and maintaining training and inference infrastructure, with a strong understanding of what it takes to move from concept to production.
  • Strong mathematical background, with expertise in optimization theory, regularization techniques, linear algebra, and other relevant areas.
  • Passion for staying up-to-date with the latest advancements in the ML ecosystem, including academic papers, new hardware, and emerging ML frameworks.
  • Proven ability to create and maintain organized research codebases that produce robust, reproducible results while maintaining ease of use.
  • Expertise in wrangling an ML framework, with experience in PyTorch, Jax, TensorFlow, or other relevant frameworks.
  • Inventive approach and willingness to ask hard questions about whether we're taking the right approaches and using the right tools.
  • Fluency in English.
About Jane Street

Jane Street is a global financial services firm that leverages machine learning and other advanced technologies to drive business growth and improve decision-making. Our team is passionate about designing and developing innovative ML solutions that drive business value and improve customer outcomes.


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