AI Producer

Playrix; Dublin; On-site; EUR 90,000 - 120,000; Full time

Job summary

Playrix is expanding the use of AI across every stage of game development. We are seeking an AI Producer with product expertise to identify opportunities, define AI pipelines, and scale successful solutions across multiple games.

You will collaborate with product teams and AI engineers, own implementation outcomes, and drive improvements in speed, quality, and key product metrics through practical AI applications.

Qualifications

• Experience in game development and understanding the full lifecycle of game features and content production.
• Experience implementing AI solutions with concrete results: faster timelines, lower costs, or better quality.
• Hands-on experience selecting generative models and building AI pipelines for development tasks.
• Ability to assess the quality of game content and refine output to match product style and requirements.

Responsibilities

• Find opportunities to apply AI at every stage of building and growing our games to speed work and raise quality.
• Initiate and deliver AI projects from framing the task to designing the solution and integrating it into team workflows.
• Select models and tools for specific product tasks; build and improve AI pipelines.
• Evaluate output quality and refine processes with game style in mind.
• Collaborate with producers and domain specialists to identify needs and introduce new ways of working.
• Assess effectiveness of implementations and their impact on speed, quality, and metrics.
• Explore new AI capabilities and translate them into practical applications for our products.

Skills

Game development

AI pipelines

Product ownership

Quality assessment

Tools

Generative models

AI frameworks

Job description

About the role

We're expanding the use of AI across every stage of game development to help our teams work faster and raise the quality of our products.

We're looking for an AI Producer with product expertise in game development and a deep, hands-on understanding of AI. You'll identify opportunities to apply AI across the entire product development cycle - determining which AI pipelines will speed up the work, improve quality and product metrics.

You'll work closely with product teams and AI engineers, take ownership of implementation outcomes, and keep scaling the solutions that work.

Responsibilities

• Find opportunities to apply AI at every stage of building and growing our games, to help teams work faster and raise product quality.
• Initiate and deliver AI projects: from framing the task and testing the hypothesis to designing the solution architecture and integrating it into the team's work.
• Select models and tools for specific product tasks; build and improve AI pipelines.
• Evaluate the quality of the output and refine processes with the style and requirements of our games in mind.
• Work with producers and domain specialists to identify team needs and introduce new ways of working.
• Assess the effectiveness of implementations and their impact on speed, quality, and product metrics.
• Explore new AI capabilities and find practical applications for them in our products.

Requirements

• Experience in game development and an understanding of the full lifecycle of game feature and content production.
• Experience implementing AI solutions on your own, with concrete results: shorter timelines, lower costs, or better quality.
• Hands-on experience selecting generative models and building AI pipelines for development tasks.
• Ability to assess the quality of game content and refine the output with the product's style and requirements in mind.

Nice to have

• Experience with casual mobile games, including Match-3.

We offer

The opportunity to shape how Playrix evolves by implementing AI solutions that transform how we create games, accelerate product development, and improve quality.

A wide range of product challenges and room for your own initiatives - with the resources to make them happen, from new tools and technology to bringing in specialists.

Collaboration with leading game development experts, AI producers, and engineers, with opportunities to share knowledge across teams and scale solutions across multiple products.

The chance to see the effect of your work on development speed, game quality, revenue, user acquisition, and other product metrics.

A unique role combining product and technical expertise.