Production ML Engineer: LLMs & Data Pipelines

CGG Services (Singapore) Pte Ltd; Singapore; Hybrid; SGD 120,000 - 190,000; Full time

Benefits offered by this job

Hybrid work model

Healthcare

Wellness corner

Engagement activities

Family leave

Job summary

Viridien is seeking a versatile Machine Learning Engineer with strong data engineering instincts and a passion for production-grade AI systems. You’ll play a pivotal role across the AI development lifecycle—from data ingestion to deployment—ensuring our models are reliable, reproducible, and impactful.

Join a dynamic, global AI team applying LLMs and agentic workflows to real business solutions. You will collaborate with Data Scientists and Software Engineers to design scalable data pipelines

Qualifications

• Degree in a technical discipline (CS/Math/Physics/Engineering) with advanced study.
• Strong programming and ML/AI experience across production systems.
• Experience with DL frameworks and large language models.

Responsibilities

• Develop and fine-tune LLMs for domain-specific tasks and build evaluation pipelines.
• Design robust data pipelines for ingestion, transformation, and labeling with reproducible data loops.
• Orchestrate AI workflows and collaborate with Production and Software teams to deploy solutions.

Skills

ML/AI development

Data engineering

Model deployment

Communication

Education

Master's or PhD in CS/Math/Physics/Engineering

Tools

TensorFlow

PyTorch

CUDA

Spark

Docker

Job description

Viridien is seeking a versatile Machine Learning Engineer with strong data engineering instincts and a passion for production-grade AI systems. You’ll play a pivotal role across the AI development lifecycle—from data ingestion to deployment—ensuring our models are reliable, reproducible, and impactful.

Join a dynamic, global AI team applying LLMs and agentic workflows to real business solutions. You will collaborate with Data Scientists and Software Engineers to design scalable data pipelines