Data Engineer

JALANDHAR SC PTE. LTD.; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

A technology firm in Singapore is seeking a skilled backend developer to design and build services using Python and FastAPI. The role involves developing and deploying GenAI applications while collaborating with AI/ML engineers on integrating LLM outputs. Ideal candidates should have a strong proficiency in Python, experience with CI/CD pipelines, and knowledge of graph databases. This position offers the opportunity to work with cutting-edge technologies in a dynamic environment.

Qualifications

• Good understanding of global import/export environments and documentation.
• Experience developing and deploying LLM-based applications.
• Familiarity with CI/CD processes and deployments.

Responsibilities

• Design and build backend services using Python and FastAPI.
• Develop, test, and deploy GenAI applications in production.
• Build and maintain LLM pipelines for archival content.

Skills

Python

FastAPI

CI/CD

GenAI applications

Graph databases

Data Engineering

Tools

OpenAI

HuggingFace

Neo4j

Memgraph

Job description

Responsibilities

• Design and build backend services using Python and FastAPI
• Develop, test, and deploy GenAI applications in a production setting
• Build and maintain LLM pipelines (e.g., OpenAI, HuggingFace Transformers, LangChain)
• Construct scalable data pipelines for ingesting and structuring archival content
• Interface with graph databases (e.g., Neo4j, Memgraph) for relationship mapping
• Collaborate with AI/ML engineers, designers, and other stakeholders to integrate LLM outputs with UI and user workflows
• Implement CI/CD pipelines and manage on-premise or VM-based deployment

Requirements

• Good understanding of a global import export environment & the documentation requirement for the same
• Familiarity in working across ERP systems and system integrations.
• Strong proficiency in Python, with experience in FastAPI
• Experience developing and deploying LLM-based applications (Azure OpenAI API, HuggingFace, etc.)
• Background in data engineering — working with large-scale unstructured text, ETL workflows
• Familiarity with graph databases and knowledge representation
• Exposure to CI/CD pipelines and deploying services in on-premise or virtual machine environments
• Track record of taking GenAI applications from development to real-world usage