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Vp, Lead Data Scientist, Investment Insights Group
2 weeks ago
Location: Singapore, SG- Job Function: Investment Insights Group- Job Type: Permanent- Req ID: 15405GIC is one of the world’s largest sovereign wealth funds. With over 2,000 employees across 11 locations around the world, we invest in more than 40 countries globally across asset classes and businesses. Working at GIC gives you exposure to an extraordinary network of the world’s industry leaders. As a leading global long-term investor, we Work at the Point of Impact for Singapore’s financial future, and the communities we invest in worldwide.
**Investment Insights Group**
We use advanced quantitative techniques and cutting-edge technological tools to generate insights that drive outstanding investment outcomes for GIC.
**Digital Products**
You will be part of a team of alpha technologists developing platforms for investment teams and quantitative researchers, allowing GIC to harness our differentiated quantitative methods at scale
**What impact can you make in this role?**
You will be part of a team that uses advanced quantitative methods, alternative data, and technology to generate superior investment performance.
**What wil you do as a Lead Data Scientist?**
- The data science team is looking for a scientist with extensive experience in Deep Learning/Natural Language Processing on financial documents and news articles
- The scientist's primary job responsibilities are to develop Large Language Models and NLP solutions to help traders, portfolio managers and risk managers to identify investment opportunities in text data
- Lead the system design and pipeline workflow of Large Language Models on text documents
- Identify and track emerging trends based on NLP that can quickly surface investment opportunities
- Deploy Large Language Models and NLP models into production and monitor their performance
- Independently develop accurate NLP sequence models or modify transformer models for text understanding at varying scales(document, paragraphs and sentence levels and across time)
- Independently conduct research on idea generation in the investment process
**What Qualifications or skills should you possess in this role?**
- Formal training in quantitative discipline (Computer Science, Physics, Mathematics, Finance, Engineering, or other quantitative discipline), and experience in utilizing those skills in an applied research environment. Master’s or PhD degree is required
- Natural Language Processing, Signal processing and Sequence modelling experiences using Deep Learning-based Models are highly desirable
- Strong in software engineering and best practices (e.g. code smell, single-responsibility principle, functional programming)
- Strong in statistical fundamentals, experience conducting hypothesis testing and sampling highly desirable, with demonstrated programming skills highly desirable
- Understanding of financial markets, including multi-asset research is a plus
- Experience in developing Deep Learning Models and deploying them in production
- Understanding of data available in the investment management industry and experience in managing and accessing such data to support research efforts
- Ability to work efficiently and multi-task effectively in a fast-paced and team-oriented environment. This will include end-to-end research project work under from data gathering to hypothesis testing and model implementation
- 5-8 years of hands-on engineering experience with software projects related to data science or machine learning
- Good communication skills. Able to explain results of their work clearly to stakeholders
**Work at the Point of Impact**
We need to be forward-looking to attract the right people to help us become the Leading Global Long-term Investor. Join our ambitious, agile, and diverse teams - be empowered to push boundaries and pursue innovative ideas, share your views, and be heard. Be anchored on our PRIME Values: Prudence, Respect, Integrity, Merit and Excellence, which guides us in how we make our day-to-day decisions. We strive to inspire. To make an impact.
**Flexibility at GIC**
At GIC, our offices are vibrant hubs for ideation, professional growth, and interpersonal connection. At the same time, we believe that flexibility allows us to do our best work and be our best selves. Thus, our teams come into the office four days per week to harness the benefits of in-person collaboration, but have the flexibility to choose which days they work from home and adjust this arrangement as situational needs arise.
**GIC is an equal opportunity employer**
**Learn more about our Investment Insights Group Department here**:
**Our PRIME Values**:
**Our PRIME Values**:
GIC is a values driven organization. GIC’s PRIME Values act as our compass, enabling us to fulfil our fundamental purpose and objectives. It is the foundational bedrock which governs our behaviors, our decision making, and our focus. It informs both our long-term strategy as a firm, and the way we relate to our C
