GoNetZero™ empowers clients worldwide to achieve their net-zero goals. As a global decarbonisation solution provider, it offers comprehensive end-to-end solutions through its digital platform and verified environmental attributes (EAs), including Renewable Energy Certificates and carbon credits. It is the carbon management business of Sembcorp Industries, a Singapore Stock Exchange-listed company.
GoNetZero™’s suite of digital solutions includes Measure – which enables clients to begin their net-zero journey by assessing their organisations’ emissions; Manage – which allows clients to view, manage, and retire their EAs portfolio seamlessly on a single platform; and Perform – which helps clients maximise the output and lifespan of their renewable energy assets across multiple sites on a single dashboard. Additionally, GoNetZero™ provides custom solutions tailored to clients’ decarbonisation needs.
Since its launch in 2022, GoNetZero™ has supported over 80 clients globally through its established offices in Singapore, the UK, and Vietnam.
The Role: AI/ML Specialist
We are seeking an AI/Machine Learning Specialist to lead the development, deployment, and optimization of advanced AI models. You will work closely with cross-functional teams to deliver cutting-edge solutions that address complex business challenges in the climate tech space, with a focus on natural language processing (NLP) using models like BERT and tools like Azure Document Intelligence.
Key Responsibilities:
- Fine-tune and optimize generative AI models, including BERT and similar transformer-based models.
- Design and implement AI agents for a variety of use cases.
- Explore and experiment with new AI techniques, particularly in recommender systems.
- Build and maintain inference pipelines for real-time AI applications.
- Manage model deployment, versioning, and continuous validation pipelines.
- Analyze large-scale datasets to derive insights and inform decision-making, leveraging Azure Document Intelligence for document processing and data extraction.
- Evaluate and optimize model performance, ensuring scalability and efficiency.
- Stay current with the latest advancements in AI/ML and integrate them into our solutions.
- Collaborate with software developers to integrate AI models into production systems.
- Communicate findings clearly to both technical and non-technical stakeholders.
Required Skills & Experience:
- Bachelor's in Computer Science, Engineering, Mathematics, or related field. Master's or PhD preferred.
- 5+ years of hands-on experience in AI/ML development and deployment.
- Expertise with transformer models, especially BERT and similar NLP models.
- Experience in deploying, managing, and optimizing models in production environments.
- Proficiency with NLP libraries such as PyTorch, HuggingFace Transformers, SpaCy, etc.
- Familiarity with Azure Document Intelligence for document analysis and automation.
- Strong problem-solving skills and attention to detail, with a track record of delivering AI solutions.
- Ability to communicate complex concepts to a diverse audience.
Bonus Skills (Nice to Have):
- Familiarity with MLOps platforms (e.g., Weights & Biases, MLflow, Anyscale, SageMaker).
- Experience with cloud platforms like Azure, AWS, or GCP.
- Background in building AI agents with autonomous capabilities (agentic language chains).
- Strong collaboration skills, with the ability to work independently and as part of a cross-functional team.
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.
Working Location: 30 Hill Street Singapore 179360
This is a 100% in-office position. The successful candidate must be available to work from our corporate office during regular business hour
