Machine Learning Intern - Text-to-Price Algorithm Refinement

About us:

Theme International Trading, a subsidiary of Theme International Holdings Limited (listed on the Hong Kong Exchange: 0990.HK), is headquartered in Singapore. As a premier liquidity provider for listed derivatives across various exchanges, we empower our team and leverage advanced technology to drive exceptional performance and returns.

Established in 2018, we have grown into a leading market maker in diverse commodity derivative markets. As we continue to expand into a broader range of asset classes and products, we are seeking driven individuals with high integrity to join our dynamic and collaborative team.

Position Overview:

We are seeking a motivated student with a strong background in machine learning and experience with Large Language Models (LLMs) to join our team as a Machine Learning Intern. The successful candidate will help refine our text-to-price extraction algorithm, enhancing both accuracy and latency to support our traders with real-time market insights.

Key Responsibilities:

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

Qualifications:

• Education: Currently pursuing a Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
• Machine Learning Expertise: Solid understanding of machine learning concepts and algorithms.
• Experience with LLMs: Familiarity with Large Language Models and natural language processing techniques.
• Programming Skills: Proficiency in programming languages such as Python experience with machine learning libraries (e.g., TensorFlow, PyTorch) is a plus.
• Azure Proficiency: Experience or coursework related to Azure AI Services or other cloud-based AI platforms.
• Problem-Solving Skills: Strong analytical skills with the ability to tackle complex problems.
• Team Player: Excellent communication skills and the ability to workcollaboratively in a team environment.
• Interest in Finance (Optional): A keen interest in financial markets and trading systems is advantageous but not required.

Enjoy These Perks:

o On-Site Gym & Showers: Stay active and refreshed with our fully equipped gym, complete with shower facilities-right at the office!

o Fully Stocked Pantry: Indulge in a variety of snacks, beverages, and essentials throughout the day.

o Weekly Yoga Classes: Unwind and recharge with private, professional-led yoga sessions every week.

o Daily Lunch Provided: No need to worry about meal prep-we provide delicious lunches every day so you can focus on what matters most.

HOW TO APPLY

. Interested applicants please submit your CV and cover letter directly to [Confidential Information]