AI Data Engineer
Summary
Design and build AI-powered pipelines to ingest and extract content from documents using OCR, LLMs, and multimodal AI for scalable data processing.
AI Data Engineer at Krisvconsulting Services Pte Ltd.
About the role
We are seeking an AI Data Engineer to join our team. In this position, you will focus on creating and managing systems that efficiently handle document ingestion and content extraction. You will work with various data types and employ advanced AI technologies to enhance our document processing solutions.
Key facts
- Location: Singapore
- Engagement: Full-time
- Team: AI Development Team
What you'll do
- Design and implement scalable pipelines for ingesting and extracting content from both structured and unstructured data sources, including PDFs, Office documents, images, audio, and video.
- Develop and refine AI-driven solutions for document processing using technologies such as Optical Character Recognition (OCR), Vision Language Models (VLMs), Large Language Models (LLMs), and multimodal AI techniques to improve content extraction efficiency.
- Create and optimize embedding models and semantic search functionalities to enhance data retrieval and analysis.
Requirements
- Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
- A minimum of 3 years of experience in data engineering or AI development.
- Proficiency in programming languages such as Python and experience with relevant libraries and frameworks.
- Strong understanding of document processing technologies, including OCR and machine learning models.
- Familiarity with cloud platforms and data storage solutions.
Nice to have
- Experience with multimodal AI applications.
- Knowledge of data visualization tools and techniques.
Skills & tools
- Python, OCR technologies, LLMs, VLMs, cloud services, data processing frameworks.
Practical notes
This position is based in Singapore. Candidates must be eligible to work in Singapore. We offer competitive salaries and benefits.