Data Developer - TG Quality Engineering TGQF (Gamedev)

TL;DR

Data Developer - TG Quality Engineering (Data Pipelines for AI/ML): Deliver data and AI solutions by developing pipelines aligned with predictive models with an accent on data architecture, transformation, and quality assurance. Focus on designing scalable data models, integrating trained models into systems, and monitoring data flow dynamics for reliability.

Office-based in Quebec City or Montreal (Canada) or Bucharest (Romania)

Company

Global leader in the video game industry creating original experiences like Assassin’s Creed, Rainbow Six, and Just Dance.

What you will do

• Lead design, implementation, and maintenance of data transport processes for data scientists.
• Perform data transformations to feed predictive models and ensure pipeline-to-model transitions.
• Design scalable data models and architectures for structured and unstructured data.
• Integrate trained predictive models into applications, systems, and operations.
• Monitor data quality, performance, and flow dynamics; report and adjust infrastructure.
• Use distributed computing for model training and contribute to various data system projects.

Requirements

• University degree in Computer Science, Engineering, or related field.
• Minimum 5 years in data work, coding, scripting, design; 5 years in large-scale data systems; 3 years in data modeling and NoSQL/SQL databases.
• Skills in data flow design, ETL processes, data management systems, large software development, tools like Python/SQL/Bash, ML understanding, Agile.
• Ability to conduct independent research for complex problems.

Nice to have

• Cloud: Databricks, Snowflake, AWS.
• Iceberg/Delta formats, COO models, Spark/Scala/PySpark, Flume/NiFi/Kafka, REST APIs.
• C++/C#/Java/.NET, data-oriented principles, tuning/cleaning/integrity.