Machine Learning Researcher building NLP systems for narrative analysis at CD PROJEKT RED. Advancing computational narratology for revolutionary, story-driven RPG development.
Responsibilities
Architect and build ML systems for complex narrative analysis
Quantitatively improve key NLP models, designing and/or integrating new models
Effectively leverage cloud infrastructure for training and serving
Keep a finger on the pulse of SOTA for key topics
Present results internally and possibly at external conferences
Optimize ML systems for cost, latency, and quality
Facilitate the deployment of results in demos
Requirements
Sophisticated experimental NLP background in academic or industrial research
5+ experience programming
Fluent in Python and C++ (or Unreal C++)
Intellectually curious, ambitious, open-minded, and proactive
Capable of taking high-level goals, making a plan, driving it forward, and being accountable for the results
Game development experience, especially in Unreal Engine (nice to have)
Relevant publications in narratology (nice to have)
Personal projects in ML (nice to have)
Benefits
Company-paid medical healthcare (dental, vision, and mental)
Free mental health support, including access to counseling, psychiatric care, and a variety of well-being webinars
Paid leave — 26 days of vacation, 10 sick days, & 12 calendar holidays per year
RRSP with employer matching
Lifestyle Spending Account (LSA) – $100 per month to use towards fitness, wellness, internet, home office equipment, learning, streaming services, and more
Menstrual leave — employees who menstruate can take one extra day off when experiencing period pain
RED Parents Network — support for working parents
Flexible working hours
Trainings, lectures, and courses — internal workshops, knowledge-sharing initiatives, online tutorials, and e-learning classes
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