Senior Machine Learning Engineer

Posted 2 Days Ago
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Singapore, SGP
In-Office
Senior level
Information Technology • Software
The Role
Design, fine-tune, evaluate, and deploy LLM/VLM models and multi-model agentic workflows. Build robust data pipelines, orchestration and benchmarking infrastructure, apply RL and knowledge representation, productionize AI systems, and mentor junior engineers while partnering with software and production teams.
Summary Generated by Built In

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

    • Deploy and fine tune LLMs models for domain-specific tasks.

    • Build evaluation infrastructure and benchmarking pipelines to compare model performance across multiple datasets and tasks.

    • Apply reinforcement learning, knowledge representation, and automated decision-making to solve complex problems end-to-end.

  • Data Infrastructure

    • Collaborate with Data Scientist to build and own data pipelines for ingestion, transformation, versioning, and labelling.

    • 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.

    • Architect and orchestrate multi-model agentic workflows (function calling, tool usage, RAG, and code interpreters) and integrate them into production systems

  • Leadership

    • Provide technical leadership and mentorship to junior engineers, fostering a culture of continuous learning and innovation.

Qualifications:

Required:

  • Master’s or Ph.D in Computer Science, Mathematics, Physics, Electrical Engineering, or other related technical disciplines.

  • Strong programming skills within one or more of these development languages - C / C++ / R / Java / Python

  • Advanced understanding of LLM and VLM architecture, post-training methods (fine-tuning, RL), and evaluation pipelines

  • Experience in data and system engineering for large-scale model workflows

  • 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)

  • Experience in applying, fine-tune, optimize and deploy LLMs to industrial-level real user case is a plus

  • Passion and aptitude for programming and technology

  • Enthusiasm for analytical and problem-solving challenges

  • Strong enterprise project experience with Machine Learning and AI

  • 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.

Benefits:

  • 13-months Annual Base Salary and performance bonus

  • Flexible Hybrid Work Model

  • Comprehensive Personal and Family Healthcare

  • Onsite Wellness & Recreation Corner

  • Fun Employee Engagement & Sustainable Activities

  • Family Leave for employees

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.

Skills Required

  • Master's or Ph.D in Computer Science, Mathematics, Physics, Electrical Engineering, or related technical discipline.
  • Strong programming skills in one or more: C, C++, R, Java, Python.
  • Advanced understanding of LLM and VLM architecture, post-training methods (fine-tuning, RL), and evaluation pipelines.
  • Experience in data and system engineering for large-scale model workflows.
  • Proven experience with deep learning frameworks and DL libraries (TensorFlow or PyTorch).
  • Fluency with at least one tool: Cursor, Windsurf, Trae, Gemini CLI, Claude Code, or Codex (or similar).
  • Experience applying, fine-tuning, optimizing, and deploying LLMs to industrial-level real user cases.
  • Strong enterprise project experience with Machine Learning and AI.
  • Ability to define and manage project deadlines and balance workloads across multiple projects.
  • Effective communication skills to keep stakeholders informed on progress.
  • Provide technical leadership and mentorship to junior engineers.
  • Passion and aptitude for programming and technology; enthusiasm for analytical and problem-solving challenges.
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The Company
HQ: Massy
637 Employees
Year Founded: 1931

What We Do

Viridien 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. Building on our achievements and track record of innovation, Viridien continues to serve its clients in the energy industry with a unique portfolio of solutions across its core businesses of Geoscience, Earth Data and Sensing & Monitoring. As it accelerates its growth as an advanced technology company, Viridien has new offerings in the Low-Carbon markets of Minerals & Mining and Carbon Capture and Storage (CCS), and markets beyond energy in High-Performance Computing (HPC) and Infrastructure Monitoring.

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