DBS Bank Ltd
SA/AVP, AI Engineer,Technology Data Chapter, Data Platform, Group Technology
Be an Early Applicant
Design, fine-tune, and deploy generative AI/LLM solutions (LoRA/PEFT). Build RAG pipelines, embeddings, vector DBs, knowledge bases, and evaluate hallucination. Advise on guardrails and collaborate across teams.
The AI Engineer will be responsible for developing and implementing AI/ML/generative AI models for use in a variety of applications. The ideal candidate will have a strong background in machine learning, natural language processing, and software engineering.
Responsibilities:
- Implement generative AI models for use in a variety of applications, and problem solving.
- Fine tuning LLMs on text,codes(LORA, PEFT).
- Creating applications/solutions using RAG framework.
- Creating pipelines to create data indexes, data augmentation, retrieval from LLMs using langchain and llama-index.
- Creation of Knowledge Bases, storing embeddings into vector databases.
- Evaluate LLM performances on Hallucination rates.
- Build and advise teams on creating the guardrails for different use cases/applications.
- Stay up-to-date on the latest advances in generative AI.
Requirements:
- Masters/graduate in computer science, machine learning, data analytics.
- Strong background in machine learning, natural language processing, and software engineering (4-7 years of experience).
- Hands on experience on prompt engineering with different LLM models.
- Hands on experience on using langchain and llama-index.
- Developed and deployed different problem/business solutions using data science.
- Comfortable in coding in Python and/or Java
- A highly motivated team player with a strong desire to learn and excel.
- Ready to work in a fast-paced environment, taking challenges as opportunities.
- Used to frequent Organizational change.
- Ready to learn from the team also comfortable in sharing knowledge within the team.
- Excellent Communication
Benefits:
- Competitive salary and benefits
- Chance to make a real impact on the field of generative AI
Location:
DBS Asia HubJob:
TechnologySchedule:
RegularEmployee Status:
Full timeDBS Bank Ltd Singapore Office
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