Machine Learning Intern – Text-to-Price Algorithm Refinement
7 days ago
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 recruit@themeinternationaltrading.com
Tell employers what skills you haveCommodity
Excellent Communication Skills
TensorFlow
Machine Learning
Analytic Problem Solving
Derivatives
Data Analysis
Analytical Skills
Azure
Natural Language Processing
Artificial Intelligence
Trading Systems
PyTorch
Python
Data Science
Team Player
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