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Large Language Models (LLM) Engineer
Large Language Models (LLM) Engineer
Crayon is hiring a Large Language Models (LLM) Engineer to join their Center of Excellence team in Singapore. This role involves developing, deploying, and optimizing LLMs and machine learning solutions into production, working with clients to deliver custom solutions, and building and running ML pipelines.
About the role
About the Role
We are keen to appoint our new Large Language Models (LLM) Engineer to join our Center of Excellence team in APAC, based in Singapore. You will be primarily responsible for developing, deploying and optimizing Large Language Models and machine learning solutions into production either on-premises or cloud platforms.
Responsibilities
- Working closely with clients to understand their requirements and delivering custom solutions
- Extending prototypes and improving them to robust and scalable solutions
- Designing and fine-tuning Large Language Models for specific applications
- Efficiently handling Large Language Models in production environments to enable (almost) real-time solutions
- Building and running ML pipelines and deploying models that improve accuracy of various process steps within our pipeline
- Writing technical papers, reports, and documenting best practices
Your Competencies & Requirements
- 3+ years of experience in NLP or a similar role
- Understanding of data structures, data modeling, ML algorithms and software architecture
- Experience writing code in Python + ML frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Practical experience with ML cloud Services on Azure or AWS (i.e. Azure ML, Amazon SageMaker or MLFlow)
- Basic understanding of access management, e.g. IAM and RBAC
- Optimization experience in areas such as deep learning computational frameworks is a plus
- Masters or PHD degree in a relevant field (Computer Sciences, Information Technology, Mathematics, Physics, etc.)
About You
- You are learning-oriented and keen on staying updated on cutting-edge advancements in large language models and NLP
- You have strong analytical and problem-solving skills
- You possess excellent communication skills
What’s on offer?
- Phone and gym allowance
- Yearly flexi benefits
- Medical Insurance for employee and dependents
- Regular social and company events