Machine Learning Researcher
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Role details
Tech stack
Requirements
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PhD in a quantitative or highly analytical field (Computer Science, Physics, Mathematics, Statistics, or related) \n
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2+ years of research or work experience applying Machine Learning in innovative ways to complex problems \n
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Track record of graduating at the top of your program, with excellent problem-solving abilities, insight, and judgment \n
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Strong development skills and proficiency in C++, Python, and PyTorch \n
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Demonstrated science aptitude via a record of creativity and invention, with the ability to run experiments and perform statistical inference \n
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Experience with software development tools and practices (version control/Git, continuous integration, testing frameworks) \n
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Advanced practitioner-level knowledge of statistical inference, machine learning, software solvers, and/or mathematical optimization \n
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Strong communication skills; ability to express complex concepts in simple terms \n
Benefits & conditions
We are seeking an exceptionally talented AI Scientist to join our client’s Artificial Intelligence team. The successful candidate will:
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Conduct research in Machine Learning to improve multiple aspects of the investment pipeline \n
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Produce trading and predictive signals using innovative ML algorithms \n
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Apply the latest LLM-based agentic technology to develop and test trading signals and algorithms \n
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Implement signal compression and combination techniques using ML tools \n
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Implement state-of-the-art machine learning algorithms and design deep learning architectures \n
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Develop model frameworks for investment professionals \n
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Collaborate with portfolio managers and researchers to optimize machine learning algorithms \n
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Communicate effectively with team members, researchers, and portfolio managers \n
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Prepare application
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