Senior Machine Learning Engineer

Posted 6 Hours Ago
Be an Early Applicant
2 Locations
In-Office or Remote
Senior level
Gaming • Software
The Role
Design and implement intelligent agent architectures and generative 2D/3D/video workflows, train and deploy generative models, integrate AI with DCC tools and production pipelines, and productionize prototypes into reliable, maintainable ML systems while collaborating with game and art teams.
Summary Generated by Built In

PLAY, GROW and WIN

To be a part of Virtuos means to be a creator.  

At Virtuos, we harness the latest technologies to make games better and more immersive than ever before. That is why we pride ourselves in constantly pushing the boundaries of possibility since our founding in 2004. 

Virtuosi is a team of experts – people who have come together to share their mutual passion for making and playing games. People with the same enthusiasm for exploring new ideas and the constant drive to excel in their field. People who believe in earning success through dedication.

At Virtuos, we are at the forefront of gaming, creating exciting new experiences daily. Join us to Play, Grow and Win – together.

ABOUT THE POSITION

Responsibilities
  • Agent Architectures & Smart Systems
    Design and develop intelligent agents using frameworks like LangChain, LangGraph, and
    similar.
    Integrate tools via Model-Context-Protocol (MCP)—bonus if you’ve worked with DCC tools such
    as Blender, Maya, or Unreal.
    Tackle advanced agent topics: context engineering, memory, planning, and model routing
    strategy.
    Collaborate with game and art teams to connect AI agents with production pipelines.
  • Generative 2D/3D Content
    Build, customize, and maintain Gen2D/Gen3D/video generation workflows (ComfyUI or similar).
    Train and deploy generative models (e.g., Stable Diffusion, Qwen).
    Integrate generative workflows with DCC and creative tools.
  • Delivering Production-Quality Systems
    A core part of your role will be taking ideas, prototypes, or research code and turning them into
    reliable, maintainable, and production-ready systems.
    Write clean, well-documented code that follows best practices.
    Work with other engineers and artists to continuously strengthen our deployed ML solutions.
Qualifications
  • Preferred Tech Stack/Tools
    (Not required, but helpful if you have experience with any of the following)
    AWS, SQL (especially for retrieval-augmented generation/RAG), FastAPI, ComfyUI, GitLab.
    Knowledge of game development, art creation, or digital content production pipelines.

  • What Will Help You Stand Out
    Experience building agent architectures and/or generative workflows and bringing them to
    production is strongly preferred.
    Familiarity with tool integration protocols (like MCP) and DCC environments (Blender, Maya, Unreal,
    etc.).
    Interest or experience in gaming, art creation, or creative tech pipelines.
    Strong problem-solving skills, collaborative approach, and eagerness to learn new technologies
About Us
Founded in 2004, Virtuos is one of the largest independent video game development companies. We are headquartered in Singapore with offices in Asia, Europe, and North America. Specializing in full-cycle game development and art production, we have delivered high-quality content for more than 1,500 console, PC, and mobile games. Our clients include 23 of the top 25 gaming companies worldwide.
About Our Team
The award-winning Virtuos Shanghai studio was founded in late 2004, the first of six game development studios located internationally and the former headquarters of the group before its relocation to Singapore in 2018.
Staffed by a multicultural group of talents, the studio specializes in providing full-stack game development and co-development services, including technical support for art and engineering. Virtuos Shanghai is also the base of operations for multiple Art teams working on the world’s top triple-A projects.
About the Team
• Work alongside industry veterans
• A total of 14 different nationalities working together
• Live and work in an exciting, cosmopolitan city
• Contribute to the world’s biggest AAA games
• Customized training programs and regular workshops
• Group fitness, wellness activities
• Reasonable and flexible working hours
• Gaming corners with consoles and canteens on every floor
• Comprehensive medical healthcare provided for all staff
• Relocation support provided
• Career and international mobility opportunities with Virtuos Internal Mobility Program
People matter. Diverse opinions and experiences matter. At Virtuos, our talented teams are the cornerstone of our success, and we recognize that fostering and advocating for inclusivity is at the center of what we do best - we make games better, together. Virtuos is proud to be an equal opportunity employer that embraces diversity of thought, expression, culture, and backgrounds.

Skills Required

  • Design and develop intelligent agents and agent architectures (context, memory, planning, routing)
  • Build, customize, and maintain generative 2D/3D/video generation workflows (ComfyUI or similar)
  • Train and deploy generative models (e.g., Stable Diffusion, Qwen) into production
  • Take prototypes/research code to production-quality systems; write clean, documented, maintainable code
  • Collaborate with game and art teams and integrate AI systems with production pipelines
  • Experience with agent frameworks like LangChain, LangGraph and tool integration protocols (MCP)
  • Experience or familiarity with DCC tools and environments (Blender, Maya, Unreal) and digital content production pipelines
  • Familiarity with AWS, SQL (for RAG), FastAPI, ComfyUI, and GitLab
  • Experience building agent architectures and/or generative workflows and bringing them to production
  • Interest or experience in gaming, art creation, or creative tech pipelines; strong problem-solving and collaborative skills
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The Company
HQ: Singapore, Singapore
3,007 Employees

What We Do

Founded in 2004, Virtuos is one of the largest independent video game development companies. We are headquartered in Singapore with offices in Asia, Europe, and North America. Specializing in full-cycle game development and art production, we have delivered high-quality content for more than 1,500 console, PC, and mobile games. Our clients include 23 of the top 25 gaming companies worldwide. Visit www.virtuosgames.com to find out how we can make games better, together.

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