Associate/avp, Machine Learning Engineer
2 weeks ago
Location: Singapore, SG- Job Function: Investment Insights Group- Job Type: Permanent- Req ID: 15307GIC 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 will you do as a Machine Learning Engineer?**
- Develop and deploy machine learning and AI models tailored to project requirements
- Integrate OpenAI APIs and other language models into our services
- Ensure proper data governance policies are followed by implementing or validating Data Lineage, Quality checks, classification, etc.
- Deploy and monitor machine learning models in production environments using cloud platforms and ML Ops tools
- Bachelor's degree in computer science or a related technical discipline, with at least 2 years of related work experience;
- Strong communication and teamwork skills
- Passion about technologies and solving challenging problems
- Proven experience in developing and deploying machine learning solutions using SageMaker, Python, TensorFlow, PyTorch, Scikit-learn, or other frameworks and libraries
- Solid understanding of machine learning concepts, techniques, and best practices such as data preprocessing, feature engineering, model selection, hyperparameter tuning, validation, testing, etc.
**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.
**We are 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 Client, business partners and employees. PRIME stands for Prudence, Respect, Integrity, Merit and Excellence.
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