Research Engineer
Core
Design and implement adaptive machine learning systems and data pipelines that enable production signals to feed back into model retraining and fine-tuning.
Role type
Senior IC research engineer (applied ML)
Builds
Efficient adaptive ML systems, data products, and production pipelines for continuously evolving AI
Domain
Applied machine learning, adaptive AI, data strategy
Deliverable
production ML models
Required skills
Machine learning, data strategy, Python, software engineering, online learning, reinforcement learning, efficient ML architectures, observability tools, model retraining, fine-tuning
Preferred skills
None stated
Technologies
Python, OpenTelemetry, Docker, Grafana
Responsibilities
Lead development and deployment of adaptive ML systems in production; Design and implement data strategies and pipelines for model retraining; Own implementation of data products from research to production; Solve novel challenges in data collection, interaction, evaluation, and model adaptation; Contribute to applied research initiatives; Align engineering decisions with product goals
Seniority
Senior, hands-on IC