Total 2 tech support job vacancies in Construction / Property category in Singapore

Quantitative Trading Engineer / Quantitative Researcher

Working day: Monday to Friday, 9am to 6.30pm

Working location: Raffles Place

Salary: Discuss during interview

Responsibilities

Strategy Development:

• Use AI technologies such as machine learning and deep learning to intelligently optimize investment strategies and improve the performance of strategies in actual transactions.
• Extract predictive signals from financial data through both traditional statistical analysis methods and cutting-edge machine learning techniques.
• Formulate and apply mathematical modeling techniques to enhance existing trading strategies and perform innovative new research with the goal of identifying and capturing trading opportunities.

Data Analysis：

• Collect and analyze large financial datasets (market data, news, social media, etc.).
• Work with large data sets to predict and test statistical market patterns, combining knowledge of systems, mathematical techniques, and trading to identify the best places to improve the trading system.
• Build and optimize feature engineering pipelines to improve model prediction accuracy.

Financial Modeling:

• Construct, back-test, maintain, and improve financial models to support trading activities.
• Conceptualize valuation strategies, develop, and continuously improve upon mathematical models and help translate algorithms into code
• Conduct research and statistical analysis to build and refine monetization systems for trading signals
• Optimize the order execution and risk management of our trading system
• Create robust solutions to problems presented in the trading environment
• Build regression, classification, reinforcement learning and other models for market forecasting and trading decisions.
• Tuning the model's hyperparameters to improve model performance and stability.

Strategy backtesting and real-time testing:

• Backtest historical data to evaluate the strategy's yield, volatility, drawdown and other indicators.
• Deploy the strategy to the real-time environment, track performance and continuously optimize.

Requirements

• Master’s degree or above in Statistics, Mathematics, Applied Mathematics, Computer Science, Financial Engineering or equivalent.
• At least 2 years of experience in quantitative trading and machine learning modeling.
• Proficient in programming languages ​​such as Python, C++, Java, etc.
• Familiar with common machine learning frameworks such as TensorFlow, PyTorch, Scikit-learn.
• Familiar with quantitative trading systems, data flows and algorithms.
• Deep understand the structure of financial markets and be familiar with markets such as virtual currencies, stocks, futures, and foreign exchange.
• Experience in large-scale data processing, proficient in using SQL, NoSQL, Hadoop and other tools.

Bonus Skills

• Experience in developing high-frequency trading strategies will be an advantage.
• Participated in AI competitions (such as Kaggle) or published papers in top conferences (such as NeurIPS, ICML) will be an advantage.
• Familiar with cutting-edge AI technologies such as reinforcement learning, and generative adversarial networks (GANs) will be an advantage.

Job and Responsibilities :

1. Cost Estimation : prepare accurate and detailed cost estimates for construction projects, considering materials, labor, equipment and other relevant factors.

2. Quantity Takeoff and Measurement : perform detailed quantity takeoff and measurement of materials and resources required for construction projects, using appropriate measurement methods and software tools.

3. Bill of Quantities : prepare comprehensive bills of quantities (BOQ) or schedules of rates based on the quantity takeoff, ensuring all project requirements are captured.

4. Cost Planning : develop cost plans and budgets for construction projects, analyzing project specifications, drawings and other relevant documents.

5. Tendering and Contracts : assist in the tendering process, including preparing and reviewing tender documents, conducting cost analysis, and participating in contract negotiation and award.

6. Procurement Support : collaborate with procurement teams to provide cost-related inputs and advice on the sourcing of materials, equipment, and subcontractors for construction projects.

7. Cost Control : monitor project costs throughout the construction process, reviewing and analyzing expenditures, and implementing cost control measures to ensure adherence to budgets.

8. Variation and Change Management : assess and manage variations and changes to construction projects, including evaluating the impact on costs, preparing cost estimates, and assisting in negotiations.

9. Payment Certifications : review and certify payment applications from contractors and subcontractors, ensuring compliance with contractual terms and conditions.

10. Cost Reporting and Analysis : prepare regular cost reports, including cost forecasts, cash flow projections, and cost analysis, to provide accurate and timely financial information to project stakeholders.

11. Contract Administration : provide support in contract administration, including evaluating and negotiating claims, resolving contractual disputes, and ensuring compliance with contract terms.

Location : Ubi

Work Day : 5 days

Time : 8.00am - 5.30pm