AI/ML Ops and Software Engineering Intern

CGG; Singapore; On-site; SGD 16,000 - 22,000; Part time

Job summary

Viridien is seeking a Software Engineering Intern with a strong Python foundation to work across backend, ML, and performance optimization. You will contribute to real-world systems and collaborate on design across teams, gaining exposure to containerization and deployment workflows.

The role involves building APIs, enhancing services, and applying best practices in software engineering while learning across multiple domains within the company environment.

Qualifications

• Covers Python-based backend and ML model support.
• Experience with Docker and containerized apps.
• Understanding of data structures, algorithms and software fundamentals.
• Familiarity with APIs, databases and services.
• Ability to work across different software areas.

Responsibilities

• Develop and maintain backend services and APIs using Python.
• Support deployment of machine learning models.
• Debug, tune performance and optimize systems.
• Containerize applications and improve workflows.
• Collaborate on system design across teams.
• Write clean, well-documented code.

Skills

Python

Docker

APIs

Data structures

Backend development

Education

Bachelor's degree in Computer Science / Software Engineering / Applied Computational Science / Engineering

Tools

Kubernetes

Cloud platforms (AWS/GCP/Azure)

ML frameworks (PyTorch, TensorFlow, scikit-learn)

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 looking for a Software Engineering Intern with a strong foundation in **Python** and a broad interest across different areas of software engineering. This role is suited for someone who enjoys solving diverse technical problems—from backend development to machine learning and performance optimization.

You’ll work on real-world systems and contribute across multiple domains, rather than being confined to a single specialization.

Key Responsibilities

• Develop and maintain backend services and APIs using Python
• Support the development and deployment of machine learning models
• Work on debugging, performance tuning, and system optimization
• Containerize applications and improve development/deployment workflows
• Collaborate on system design and implementation across teams
• Write clean, efficient, and well-documented code

Qualifications

Required:

• Bachelor of Degree Computer Science, Computer Software Engineering, Applied Computational Science, Engineering
• Strong proficiency in **Python** (this is the primary language used)
• Hands-on experience with **Docker** (building images, writing Dockerfiles, running containers)
• Good understanding of data structures, algorithms, and software engineering fundamentals
• Familiarity with backend development concepts (APIs, databases, services)
• Ability to work across different areas of software
• Strong problem-solving skills and attention to detail

Preferred:

• Strong problem-solving skills and attention to detail
• Experience with **Kubernetes (K8s)**
• Familiarity with cloud platforms (AWS, GCP, or Azure)
• Exposure to machine learning frameworks (e.g., PyTorch, TensorFlow, scikit-learn, langgraph, vllm)
• Understanding of system performance, concurrency and optimization techniques
• Experience with CI/CD pipelines or DevOps practices

Our Hiring Process

At Viridien, we are committed to delivering a respectful, inclusive, and transparent recruitment experience.

Due to the high volume of applications we receive, we may not be able to provide individual feedback to every applicant. Only candidates whose qualifications closely match the role criteria will be contacted for an interview. We do, however, aim to share personalized feedback with those who progress to the first round of interviews and beyond.

We are also dedicated to ensuring that our hiring process accessible to all. If you require any reasonable adjustments to fully participate in the application or interview stages, please don’t hesitate to contact your recruiter directly.

We see things differently. Diversity fuels our innovation, we value the unique ways in which we differ, and we are committed to equal employment opportunities for all professionals.