- Develop and Implement Machine Learning Models: Design, build, and implement predictive models to forecast market trends, enhancing our platform's capabilities.
- Collaborate with Cross-Functional Teams: Engage closely with data engineers, quantitative researchers, and product managers to create data-driven trading strategies and algorithms.
- Data Analysis and Feature Engineering: Utilize various data sources to craft insightful features for machine learning models.
- Continuous Improvement: Monitor and fine-tune models for peak performance and efficiency.
- Stay Up-to-Date: Maintain awareness of the latest trends in machine learning and predictive modeling.
- Education: Bachelor's/Master's/Ph.D. in Computer Science, Mathematics, or related field.
- Experience: 5+ years of experience in machine learning.
- Technical Skills: Proficient in Python, R, TensorFlow, PyTorch, or similar machine learning frameworks.
- Financial Acumen: Interest in financial markets, trading, and economics. A deep understanding of these subjects is strongly preferred but not required.
- Problem-Solving: Outstanding problem-solving skills with an ability to apply machine learning techniques to complex market data.
- Communication: Strong verbal and written communication skills to work effectively within our collaborative team.
- Experience with time-series analysis and forecasting.
- Familiarity with cloud computing platforms like AWS, Azure, etc.
- Knowledge of financial industry and working with big data.
- Competitive salary and performance-based incentives.
- Dynamic and collaborative working environment.
- Comprehensive benefits package, including healthcare.
- Continuous learning and professional growth opportunities.
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Senior Machine Learning Developer - Singapore - TECHNOLOGY SERVICES GROUP PTE. LTD.
Description
Roles & ResponsibilitiesOur company is at the forefront of innovation in financial technology. Our mission is to develop an AI-driven platform that predicts market trends, empowering retail investors with the tools previously only accessible to professionals. We're looking for a talented Senior Machine Learning Developer with an interest in finance to join our growing team in our Singapore office.
Responsibilities:
Qualifications:
Preferred Qualifications:
Benefits:
TensorFlow
Machine Learning
Forecasting
Data Analysis
Azure
Big Data
Cloud Computing
Mathematics
Financial Acumen
Economics
NLP
PyTorch
Predictive Modeling
Trading Strategies
Python
