Singapore Job Openings
GO NET ZERO PTE. LTD.
Software Developer (AI/Machine Learning Specialist)
Singapore
FULL TIME
August 28, 2024
Who we are: In November 2022, Go Net Zero™ 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. Go Net Zero ™ is backed by Singapore Stock Exchange-listed Sembcorp Industries and is the carbon management business of Sembcorp Industries.
Who we are looking for: Go Net Zero™ 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:
This is a 100% in-office position. The successful candidate must be available to work from our corporate office during regular business hour
Who we are looking for: Go Net Zero™ 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:
- Fine-tuning generative AI models
- Designing AI Agents
- Experimenting with new techniques for recommender systems
- Building and maintaining inference pipelines
- Managing deployment and model versioning pipelines
- Building tooling to continuously validate models in production
- Analyze large, complex datasets to extract insights and identify trends.
- Evaluate model performance and optimize models for scalability and efficiency.
- Stay current with the latest advancements in AI and machine learning.
- Communicate findings and results to stakeholders in a clear and concise manner.
- Work closely with software developers to integrate models into production systems.
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or related field; Master’s or Ph.D. preferred.
- Proven experience (5-7 years) as an AI/Machine Learning Specialist or similar role.
- Experience working with transformer models, text embeddings and deploying and managing ML models in a production setting
- Familiarity with common NLP libraries: Py Torch, Hugging Face Transformers, Spa Cy, etc.
- Bonus: familiarity with common ML Ops tooling/platforms (i.e.) Weights and Biases, MLflow, Anyscale, Sagemaker, etc.
- Bonus: familiarity with cloud ecosystem (Azure or AWS or GCP).
- Bonus: past projects building agentic language chains
- Ability to work independently and as part of a team in a fast-paced environment.
- Excellent problem-solving skills and strong attention to detail.
- Effective communication skills with the ability to explain complex concepts to non-technical stakeholders.
- 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.
This is a 100% in-office position. The successful candidate must be available to work from our corporate office during regular business hour
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