Machine Learning Engineers

2 days ago

Singapore CLIMATEFORCE PTE. LTD. Full time

Greenfi is a climate fintech startup company in ESG AI space. We are leveraging advanced machine learning to help financial institutions and corporates make timely and accurate decisions on ESG investments. Greenfi AI and analytics software helps businesses to improve ESG risk management and climate compliance.

We are looking for highly motivated senior engineers to help build our ESG AI team. Come join us

**What you’ll do**
- Partner with Data Science, Product engineering and ESG teams to build production machine learning models; your models will decide ESG risk and decisioning in real time, for our customers.
- Develop the core decisioning service supporting our machine learning models in production.
- Optimize the decisioning service with respect to the accuracy of the underlying models, the latency of different 3rd party data sources, and the expected financial cost of those data sources
- Develop our understanding of new data sources and how they may improve our existing processes
- Design, develop, and deploy infrastructure for the training, testing, and serving of models at scale
- Work closely with GreenFi’s ESG, risk, and analytics teams to understand our risk modeling strategy and the business drivers underlying that strategy

**What we look for**:

- B.S. with 2-3 years of industry experience, M.S. with 1-2 years, or PhD
- Deep understanding and experience with data engineering, data analysis, and statistical modeling, in the development of real-time services
- Proficiency writing production-quality software following software engineering best practices, preferably industry engineering experience with machine learning projects (e.g. recommendation, ranking, optimization)
- Strong foundation in machine learning with experience implementing and optimizing machine learning models.
- Hands on experience with Python, Spark, XGBoost, Airflow, and AWS (EC2, EMR, etc.) a plus
- Ability to work efficiently both solo and as part of a team; willingness to learn new things.
- Passion and drive to change consumer banking for the better, while developing a deeper understanding of applied machine learning

**Location - Remote, Singapore

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