Software Developer

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.
- 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