Head of LLM Quantitative Strategy Team (USA)
Company: Trexquant Investment
Location: Stamford
Posted on: November 15, 2024
Job Description:
We are looking for an experienced large language model (LLM)
specialist to lead and grow the LLM Quantitative Strategy Team at
Trexquant. In this role, you will drive the development of advanced
machine learning models to create and develop trading strategies.
We are looking for someone who demonstrates deep expertise in large
language models and strong ability to apply machine learning
methodologies to complex, high-volume
datasets.Responsibilities:
- Lead and develop a team of researchers in researching,
implementing, and trading profitable LLM-based quantitative
strategies.
- Continuously stay updated on the latest LLM research and
integrate it into signal development and into our general
investment process.
- Stay abreast of the latest advancements in machine learning,
natural language processing, and quantitative finance, and apply
cutting-edge techniques to enhance Trexquant's investment
capabilities.
- Identify datasets useful for building LLM trading strategies
and build pipelines to feed these data into our research and
trading platforms.
- Conduct research and experimentation to develop novel machine
learning models for quantitative trading strategies across various
asset classes and time horizons.
- Work with the development team to improve accuracy, robustness,
and speed of our platform in simulating and trading LLM-based
strategies.Minimum Requirements:
- Bachelor's, Master's, or Ph.D. degree in machine learning,
Computer Science, statistical modeling, or other related STEM
fields.
- 4+ years of experience in machine learning research and
development, with a focus on large language models and high-volume,
data-intensive applications.
- Strong proficiency in programming languages such as Python, and
experience with machine learning libraries/frameworks such as
TensorFlow, PyTorch, or Hugging Face Transformers.
- Demonstrated track record of developing and implementing
machine learning models in real-world applications, preferably in
the context of quantitative trading or algorithmic trading.
- Experience managing and growing a team of quant
researchers.Benefits:
- Competitive salary, plus bonus based on individual and company
performance.
- Collaborative, casual, and friendly work environment.
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Keywords: Trexquant Investment, Norwalk , Head of LLM Quantitative Strategy Team (USA), Other , Stamford, Connecticut
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