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2K

Global video game publisher and developer

Director of Data Engineering

Engineering LeadershipConfirmed live in the last 24 hours
Full-timeDublin, IrelandNo salary listedIn-person

About the Job

Requirements

  • Extensive experience in data engineering or software engineering, with a strong emphasis on high-scale distributed systems and telemetry.
  • Proven success leading or managing engineering teams in complex, multi-title environments, with a track record of promoting engineers in title and broadening their technical expertise.
  • Intimate knowledge of telemetry, event-driven architecture, and designing schemas that capture product interactions.
  • Solid understanding and experience delivering large-scale global data streaming services and feature pipelines with scalable, sustainable architecture to support real-time machine learning operations and features.
  • Proven ability to manage large-scale cloud budgets and optimize performance and cost-efficiency using FinOps practices.
  • A track record of building relationships with technical partners and expanding a team's strategic remit.
  • Ability to learn through challenges and use didactic learning patterns to drive change at individual and organizational levels.
  • Ability to operate effectively in matrix-driven, product-led environments.
  • Demonstrated experience improving global data operations and deep understanding of site reliability engineering or DevOps principles, including guardrails, automation, and infrastructure for reliable scaling.

Responsibilities

  • Lead a forward-looking data engineering vision that scales across Sports, Core, and R&D, prioritizing high-scale telemetry and proactive data modeling.
  • Transition infrastructure toward AI-augmented data processing, using tools such as Snowflake Cortex or Databricks Genie to automate and optimize the data lifecycle.
  • Own the cloud infrastructure budget and implement FinOps practices to monitor, manage, and optimize data processing costs.
  • Evaluate technical debt against innovation and ensure platform scaling is economically sustainable and tied to measurable return on investment.
  • Drive telemetry design and implementation, connecting game-client events to downstream analytical value.
  • Establish telemetry standards that ensure high-signal, low-latency data capture across titles and platforms.
  • Design and scale a machine learning operations framework that enables data scientists to deploy, monitor, and iterate on AI models efficiently.
  • Champion proactive modeling to predict player needs and business trends.
  • Build relationships with Studio Engineering, DevOps, and Commercial leadership to align data roadmaps with product goals.
  • Navigate partner dynamics, build trust, and expand the Data Engineering team's influence across the organization.
  • Partner with the Director of Product of 2K Data to define and deliver a modern, comprehensive data strategy.
  • Hire, mentor, and grow a team of data engineers, telemetry specialists, and machine learning platform engineers.
  • Foster a culture of technical rigor, financial accountability, collaboration, innovation, and technical thought leadership across the data teams.

Desired Qualifications

  • Comprehensive experience across the data science lifecycle, including exploratory data analysis, feature engineering, model deployment, and monitoring.
  • Strong experience in full-stack development or systems architecture.
  • Hands-on experience with Unreal Engine, Unity, or proprietary game engines, particularly with how they emit data.
  • Experience with Snowflake Cortex, Databricks Genie, LangChain, Rust, or similar AI-integrated data platforms.

About the Company

2K

Global video game publisher and developer

2K is a video game publisher under Take-Two Interactive that develops and publishes interactive entertainment for a global audience, collaborating with well-known studios like Supermassive Games and Firaxis Games to produce titles across genres. Its products are delivered as digital downloads and physical copies, and are monetized through DLC, in-game purchases, seasonal passes, and exclusive content partnerships. The company’s games span casual to hardcore players and even professional eSports audiences, with examples including The Quarry and TopSpin 2K25. 2K differentiates itself through high-profile collaborations, a mix of revenue streams (box sales, DLC, microtransactions, and branded content), and strategic partnerships that offer exclusive in-game items and experiences, such as Wimbledon-themed passes. Its goal is to deliver engaging, high-quality gaming experiences at scale while growing revenue through multiple distribution channels and licensing deals.

Company size
1,001-5,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Novato, CA
Founded
2005

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