Senior Machine Learning Engineer

CGG Services (Singapore) Pte Ltd; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Viridien is seeking a Senior Machine Learning Engineer with strong data engineering instincts to drive production-grade AI systems. You will oversee data ingestion, model deployment, and end-to-end ML workflows across an AI team delivering innovative digital and Earth data solutions.

The role involves leading LLM/NLP model development, building robust data pipelines, and collaborating with production teams to integrate AI solutions into real-world products. Prior leadership experience is valued.

Qualifications

• Requires advanced degree in technical field and strong research background.
• At least 4 years of relevant working experience in ML/AI.

Responsibilities

• Lead development, fine-tuning and deployment of LLMs for domain tasks.
• Design robust data pipelines for ingestion, transformation and labeling.
• Orchestrate multiple models to deliver state-of-the-art results.
• Provide technical leadership and mentorship to junior engineers.

Skills

ML/AI experience

Python

C/C++

Java

Data Engineering

DL frameworks

LLM knowledge

Education

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

Tools

TensorFlow

PyTorch

Cursor

Windsurf

Trae

Gemini CLI

Claude Code

Codex

Job description

Viridien (www.viridiengroup.com) is an advanced technology, digital and Earth data company that pushes the boundaries of science for a more prosperous and sustainable future. With our ingenuity, drive and deep curiosity we discover new insights, innovations, and solutions that efficiently and responsibly resolve complex natural resource, digital, energy transition and infrastructure challenges.

Job Summary

We’re seeking a versatile Senior 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.

About the Team

You’ll be joining a dynamic, globally AI team driving the application of Large Language Models (LLMs) and agentic workflows into our digital solutions. Our mission is to translate the latest advancements in AI into real business impact.

Key Responsibilities

• LLM/NLP Model Development
  Lead the development, fine tuning and deployment of LLMs models for domain-specific tasks.
  Build evaluation infrastructure and benchmarking pipelines to compare model performance across multiple datasets and tasks.
• Data Infrastructure
  Oversee the design and implementation of robust data pipelines for ingestion.
  Collaborate with Data Scientist to build and own data pipelines for ingestion, transformation, versioning, and labeling.
  Ensure robust, reproducible data loops to power iterative development.
• AI Workflow Design & Orchestration
  Orchestrate multiple models to deliver SOTA results.
  Partner with Production team, Software Engineers to bring AI solutions into real-world products.
• Leadership
  Provide technical leadership and mentorship to junior engineers, fostering a culture of continuous learning and innovation.

Key Skills & Experience

Qualifications

• Master’s or Ph.D in Computer Science, Mathematics, Physics, Electrical Engineering, or other related technical disciplines
• At least 4 years of relevant working experience

Desired Job Skillsets

• Strong enterprise project experience with Machine Learning and AI
• Strong programming skills within one or more of these development languages - C / C++ / R / Java / Python
• Good experience with Large Language Model technologies
• Experience within Data Engineering/Data Structuring
• Experience creating Machine Learning Algorithms and/or Libraries.
• Proven experience with deep learning frameworks and usage of DL libraries (TensorFlow/PyTorch)
• Fluent with at least one of the following tools: Cursor, Windsurf, Trae, Gemini CLI, Claude Code, or Codex (or similar)

Key Competencies

• Passion and aptitude for programming and technology
• Enthusiasm for analytical and problem-solving challenges
• Ability to define and manage project deadlines and balance workloads across a wide variety of projects.
• Effective communication skills to keep all stakeholders regularly informed on progress.
• Enthusiastic attitude towards learning and flexibility to adapt to new challenges or changes in direction.

Why Work with us?

At Viridien, we provide the needs of our employees; and we know every employee has unique personal goals, family circumstances, and preferences. That is why we offer a wide array of benefits to promote and enhance your total well-being:

Singapore

• Flexible Hybrid Work Model
• Comprehensive Personal and Family Healthcare
• Competitive Compensation Package
• Onsite Wellness & Recreation Corner
• Fun Employee Engagement & Sustainable Activities

Create a brighter future for yourself

Our culture of learning and complementary approach to supported or self-guided career development, enables the design of tailored courses to suit your specific needs, to aid personal growth in areas related to both technical and personal skills. This is facilitated through an extensive suite of Viridien developed courses.