Data Scientist

2 days ago

Singapore NodeFlair Full time

**Job Summary**:
**Salary**
S$6,000 - S$8,000 / Monthly

**Job Type**

**Seniority**

Mid

**Years of Experience**
At least 5 years

**Tech Stacks**
SQL Python

**Role**: Data Scientist -** 12 months Renewable contract**

**Experience**: Minimum of 5 years

**Location : Marina Bay Financial Centre**

**Benefits**:

- Renewable contract (Performance-based, with possibility of conversion to perm)
- Medical Insurance Coverage
- Leave credits
- Performance Bonus

**Responsibilities**:

- Utilize extensive financial datasets to drive the bank's Treasury and Market department's data science solutions for pricing, campaign optimization, product recommendation and customer hyper-personalization.
- Work with quants, traders and dealers to solve complex optimization problems using advanced machine learning and quantitative methods.
- Develop causal models and optimization algorithms to dynamically price financial products and respond to market volatility.
- Strategize, execute, and evaluate marketing campaigns and pricing experiments.
- Conduct research and literature reviews to assess quantitative algorithms and models, ensuring the selection of optimal methodologies.
- Perform hypothesis testing to discover causal drivers for customer and market behaviours.
- Implement and train AI/ML models, optimizing algorithm efficiency through GPU distributed computing and concurrent programming.
- Write and refactor code into reusable libraries/ APIs, deploy machine learning ecosystems, and integrate subsystems as necessary.

**Required Experience**:

- **Masters/ PhD in a quantitative discipline**, such as Mathematics/Statistics, Quantitative Finance, Computer Science, Engineering, or equivalent experience, finance background, research background
- Proficient in the data science production life cycle, with a track record of working with structured, semi-structured, and unstructured data.
- Exceptional software skills in Python (Or demonstrable ability to pick up new languages) and SQL variants, with expertise in design patterns, code optimization, and object-oriented programming.
- Demonstrable expertise in econometrics, statistical modelling, time-series analysis, causal inference, or other relevant domains.
- Solid understanding of foreign exchange markets, including currency pairs, market dynamics, and key drivers.
- **Hands-on experience in designing and executing digital campaigns and experimentation methodologies, including A/B testing, bandit-based experiments and multivariate analysis.**

**Key Skills**:

- **python, machine learning,**:

- **causal inference,**:

- **SQL,**:

- **experimentation, A/B Testing**, Multi-Armed bandit,
- **pricing,** econometrics, software design, time-series analysis,
- research, financial markets, behavioral science, quantitative analysis.

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