DescriptionWe are seeking an LLM Engineer to join our team. The successful candidate will play a critical role in developing optimizing and deploying advanced machine learning models particularly focused on natural language processing (NLP) using large language models (LLMs). The role offers a unique opportunity to work on cutting-edge technologies and algorithms that directly impact our investment strategies.
Responsibilities
- Design implement and fine-tune systems incorporating large language models (LLMs) and other advanced artificial intelligence techniques for a variety of applications including sentiment analysis news aggregation market predictions and data cleaning
- Work with vast datasets including structured and unstructured data to train models that generate insights and forecasts critical to investment strategies
- Continuously enhance the performance and efficiency of LLMs ensuring that models are both scalable and resource-efficient
- Partner with portfolio quant researchers to develop models that address specific market opportunities and challenges
- Stay abreast of the latest NLP and LLM developments contributing to internal thought leadership and pushing the envelope of what can be achieved
- Deploy machine learning models in production environments ensuring seamless integration with existing infrastructure and real-time market data feeds
- Identify potential risks related to LLMs and ensure appropriate safeguards are in place especially with regard to model bias and robustness
Requirements - Minimum 2 years of hands-on experience working with LLMs NLP or deep learning in a high-performance environment
- Experience working with large-scale datasets and deploying machine learning models in production
- Knowledge of modern NLP techniques and frameworks (e.g. tokenizers transformers embedding models))
- Familiarity with machine learning platforms and tools (e.g. PyTorch HuggingFace OpenAI)
- Strong understanding of algorithmic trading and financial data is a plus
- Excellent problem-solving abilities with the capacity to translate complex business requirements into innovative technical solutions
Benefits - Competitive salary plus bonus based on performance
- Collaborative casual and friendly work environment
- Weekly company meals
Trexquant is an Equal Opportunity Employer