Text-to-Price Algorithm Development Specialist

5 days ago

Singapore beBeeMachineLearning Full time $60,000 - $100,000

About Us

We empower our team and leverage advanced technology to drive exceptional performance and returns as a premier liquidity provider for listed derivatives across various exchanges.

We are seeking driven individuals with high integrity to join our dynamic and collaborative work environment as we continue to expand into a broader range of asset classes and products.


Job Overview:

We are seeking a motivated student with a strong background in machine learning and experience with Large Language Models (LLMs) to contribute to the development of our text-to-price extraction algorithm.

The successful candidate will help refine the existing logic using machine learning techniques, enhancing both accuracy and latency to support our traders with real-time market insights.


Main Responsibilities:
  1. Algorithm Enhancement: Collaborate with our development team to improve the existing text-to-price extraction logic.
  2. LLM Integration: Utilize current prevalent Large Language Models to interpret and extract price information from unstructured text messages.
  3. Azure AI Services: Work with Azure AI Service to implement and fine-tune models, optimizing them for higher accuracy.
  4. Latency Optimization: Develop solutions to reduce processing time, ensuring that price information is extracted and delivered to traders as quickly as possible.
  5. Data Analysis: Analyse limitations of the current rule-based system and propose innovative machine learning approaches.
  6. Documentation: Document the development process, methodologies, and findings for knowledge sharing and future reference.

Languages and Technologies:

  • Python
  • Large Language Models (LLMs)
  • Azure AI Services

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