Data Science
7 days ago
Singapore, Central, Singapore
- Department- Data Science & Analytics- Job posted on- Oct 16, 2024- Employment type- AttachmentSembcorp Industries (Sembcorp) is a leading energy and urban solutions provider, led by its purpose to drive energy transition.
Headquartered in Singapore, Sembcorp delivers sustainable solutions to support energy transition and urban development by leveraging its sector expertise and global track record.
Sembcorp has a balanced energy portfolio of 21.2GW, with 14.4GW of gross renewable energy capacity across 10 countries*.
Its urban development projects span over 14,000 hectares across Asia and have generated over 377,000 employment opportunities and attracted close to US$50 billion of investment capital.
Sembcorp is listed on the main board of the Singapore Exchange. It is a constituent stock of FTSE Russell Index, MSCI Singapore Index, Straits Times Index as well as sustainability indices including FTSE4Good Index, iEdge SG ESG indices and several MSCI ESG indices.
At Sembcorp, our shared corporate behaviours underpin all the work that we do in building a sustainable future:
- **Institution-first Mindset** - Put the interest of the Group ahead of individual interests.
- **Collaboration** - Deliver through collaborating across markets, businesses and functions.
- **Accountability** - Hold team and self accountable to deliver on our commitments.
**Key Roles and Responsibilities**
Embark on a thrilling journey with Sembcorp, where you'll be at the heart of pioneering data science projects that fuel our Solar business. Design, develop and implement cutting-edge AI solutions to fulfill internal and external requirements and initiatives on digitalization of Sembcorp Solar business.
Your exciting projects will include, but are not limited to, crafting an automated solar site survey platform powered by AI. This state-of-the-art platform aims to uplift user experience, curtail design time, and augment yield and revenue.
You'll also have the chance to contribute to and enhance our existing Solar Digital-Twin Analytic and Management Platform, a proud creation of the Sembcorp data science team.
Main tasks are:
- Develop AI based 3D site survey platform using Computer Vision or Multimodal deep learning models and optimization algo.
- Enhance our existing proprietary digital twin platform by harnessing the power of the latest technologies. From data ingestion, data analytics and modeling.
- Engage in web UI design to enhance the user interface and experience.
- Facilitate weekly meetings with internal stakeholders, fostering clear communication and collaboration.
**Qualification, Skills and Experience**
- Major in Computer Science, Computer Engineering, Data Science and Analytic
- Proficient in Python, SQL, Git, Machine Learning, Algebra Experience with deep learning frameworks PyTorch
- Has hands-on experience in data analysis and machine learning libraries such as: numpy, pandas, matplotlib, plotly, sklearn
- Experience with Microsoft Azure will be a plus Team player and good communication skills, ability to work independently
Working Location: 30 Hill Street Singapore 179360
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