Machine Learning Researcher building NLP systems for narrative analysis at CD PROJEKT RED. Advancing computational narratology for revolutionary, story - driven RPG development.
About the role
- AI Researcher improving speech, conversation, and evaluation models for Arc’s real-time drive-thru voice AI. Turning research into production improvements for local businesses.
Responsibilities
- Improve models that understand natural, real-world speech, user intent, and natural conversation while ringing orders in real time
- Own speech accuracy as an ongoing research problem
- Model data to test and train the system against rare or difficult-to-collect situations from live calls
- Build benchmarking practices to determine whether changes improve the system
- Evaluate models and approaches for conversation quality and the underlying audio pipeline while balancing accuracy and real-time constraints
- Work with applied AI and backend teams to turn research findings into product improvements
Requirements
- Strong applied ML/research background in industry or a research lab
- Hands-on experience taking models from experiment to production
- Experience with speech/audio ML
- Solid Python skills
- Comfort training ML models from scratch
- Experience designing rigorous evaluation methodology, including statistically sound benchmarking, synthetic data generation, or dataset curation, for non-deterministic systems
- Comfort operating with ambiguity and turning fuzzy quality problems into measurable research questions
- Strong execution from research idea to production deployment
Benefits
- Significant influence over the product and research culture at an early-stage company
- Opportunity to work on a live, high-stakes real-time AI product
- Opportunity to shape future products and research direction
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Degree requirement
No Education Requirement
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