- Major Technology Services Firm
- Key AI Role in Singapore
- Employee-Centric Environment
Our client is one of the major Technology Services firms in Singapore. Now, it is looking to expand the backend team for its AI Platform in Singapore. This person will play a crucial role in developing and enhancing the firm's AI-driven products and services.
Requirements:
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Linguistics, or a related field.
- At last 5 years of experience in designing and and implementing highly scalable backend services on AWS to support efficient training and inference of our client's LLM.
- Experience in developing and optimizing APIs to facilitate communication between the LLM and frontend applications for user interaction with functionalities from a variety of use cases.
- Design and implement data pipelines for efficiently moving training data to and from the LLM training environment on AWS (e.g., S3 Buckets, EFS storage).
- Integrate containerization technologies like Docker and container orchestration platforms like Amazon Elastic Kubernetes Service (EKS) for managing the LLM inference environment
- Solid understanding of machine learning algorithms, language modeling, and their applications.
- Proficiency in programming languages such as Python, and experience with NLP libraries (e.g., NLTK, spaCy, Hugging Face).
- Familiarity with popular vector database platforms like Pinecone, Faiss, or Milvus would be beneficial.
- Experience with cloud computing platforms and services, and the ability to deploy and manage large models in a cloud environment.
- Experience with data pipelines and data processing tools on AWS (e.g.AWS Lambda).
- You MUST BEbased in Singapore currently and has relevant work experience in Singapore.
NOTE: Please do attach your latest resume in your submission. We will not be able to process your application without your resume attachment. Please rest assured that your interest will be treated with strictest confidentiality.
Company information
EA No. 23C2056
Registration No. 199501238M
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