Principal Machine Learning Engineer, Presentation & Visual Optimization
Tasks
- Architect and deploy multi armed bandit systems for creative selection
- Define technical roadmap for visual personalization
- Design always on experimentation pipelines for online learning
- Develop models for carousel layout and style optimization
- Lead machine learning strategy for presentation and visual optimization
- Optimize carousel titles and content descriptions using NLP and LLMs
- Use computer vision signals to explain artwork performance
Perks/Benefits
- 401k plan
- Dental insurance
- Disability benefits
- Life insurance
- Medical insurance
- PTO
- Paid time off
- Tuition assistance program
- Vision insurance
Skills/Tech-stack
A/B | A/B Testing | Aesthetic Scoring | Apache Spark | B testing | Computer Vision | Contextual Bandits | Databricks | Language Models | Language Processing | Large Language Models | Machine Learning | Multi-Armed Bandits | Natural Language | Natural Language Processing | OCR | Online Learning | PyTorch | Python | Reinforcement Learning | TensorFlow | Thompson Sampling | Upper Confidence Bound
Education
N/A
Regions
Countries
States
Cities
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