Software Developer (AI/Machine Learning Specialist)

at  Sembcorp Industries

REQUIREMENTS:

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• Bachelor’s degree in Computer Science, Engineering, Mathematics, or related field; Master’s or Ph.D. preferred.

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• Proven experience (5-7 years) as an AI/Machine Learning Specialist or similar role.

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• Experience working with transformer models, text embeddings and deploying and managing ML models in a production setting

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• Familiarity with common NLP libraries: PyTorch, HuggingFace Transformers, SpaCy, etc.

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• Bonus: familiarity with common ML Ops tooling/platforms (i.e.) Weights and Biases, MLflow, Anyscale, Sagemaker, etc.

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• Bonus: familiarity with cloud ecosystem (Azure or AWS or GCP).

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• Bonus: past projects building agentic language chains

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• Ability to work independently and as part of a team in a fast-paced environment.

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• Excellent problem-solving skills and strong attention to detail.

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• Effective communication skills with the ability to explain complex concepts to non-technical stakeholders.

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

ROLE: AI/MACHINE LEARNING SPECIALIST

Who we are: In November 2022, GoNetZero™ was officially launched at COP27 in Egypt. We are a global decarbonisation solution provider, headquartered in Singapore. We support customers on their end-to-end decarbonisation journey, from helping them acquire RECs, carbon credits, and using blockchain technology and data driven insights to assist in energy asset management. GoNetZero™ is backed by Singapore Stock Exchange-listed Sembcorp Industries and is the carbon management business of Sembcorp Industries.
Who we are looking for: GoNetZero™ caters to businesses of all sizes and across various industries. Our solutions are scalable and adaptable to meet the unique needs and challenges of each customer. As a high-growth business looking to expand internationally, we are looking for candidates who are entrepreneurial: self-driven, self-starters, and interested in creating a lasting impact in the climate technology space. As a rapidly scaling business, we thrive on adaptability and change, so if you are looking to join a fast-paced, exciting new business, join us!
We are seeking a talented AI/Machine Learning Specialist to join our dynamic team. As an AI/Machine Learning Specialist, you will be responsible for developing, implementing, and deploying AI and machine learning solutions that solve complex business problems. You will collaborate with cross-functional teams to identify opportunities and develop strategies aligned with business goals. This role requires a deep understanding of machine learning algorithms, programming skills, and the ability to evaluate and improve models continuously.

RESPONSIBILITIES:

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• Fine-tuning generative AI models

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• Designing AI Agents

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• Experimenting with new techniques for recommender systems

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• Building and maintaining inference pipelines

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• Managing deployment and model versioning pipelines

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• Building tooling to continuously validate models in production

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• Analyze large, complex datasets to extract insights and identify trends.

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• Evaluate model performance and optimize models for scalability and efficiency.

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• Stay current with the latest advancements in AI and machine learning.

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• Communicate findings and results to stakeholders in a clear and concise manner.

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• Work closely with software developers to integrate models into production systems.