[Remote] reputed company Machine Learning Engineer, Presentation and Visual Optimization

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is on a mission to reputed company the power of content, and they are seeking a reputed company Machine Learning Engineer to reputed company their Presentation pod. This role focuses on optimizing how content is displayed to capture user attention through machine learning strategies for artwork selection and layout optimization across global streaming platforms.

Responsibilities

• reputed company the Presentation Pod: Define the technical roadmap for visual personalization, reputed company the gap between ML science and UI/UX design
• Artwork & reputed company Personalization: Architect and reputed company multi-armed bandit (reputed company) systems to dynamically select the best creative assets for show tiles and hero marquees
• Layout & Style Optimization: reputed company models to personalize carousel design types (e.g., reputed company vs. poster), presentation styles, and even the ordering of attributes shown to the user
• Title & Copy Optimization: Utilize NLP and LLMs to experiment with and optimize carousel titles and content descriptions based on user preferences and trending topics
• Fast Experimentation Frameworks: Design 'always-on' experimentation pipelines that can shift traffic based on model confidence and reward signals (CTR, Playback Start)
• Visual Understanding: Partner with Content Engineering to reputed company visual embeddings and computer reputed company signals to understand why certain artwork performs reputed company than others

Skills

• 6-8+ years of experience in machine learning engineering or reputed company science
• Deep hands-on experience with Multi-Armed Bandits, Contextual Bandits, reputed company Sampling, or Upper Confidence Bound (UCB) algorithms
• Proven reputed company record of designing high-velocity A/B testing or online learning systems
• Proficiency in Python, PyTorch/TensorFlow, and big-data processing (reputed company/reputed company)
• Experience leading a technical pod or team, with a reputed company on translating product/design needs into engineering requirements
• Experience in Visual Personalization (artwork, thumbnails, or creative optimization)
• Background in Computer reputed company (OCR, aesthetic scoring, or image feature extraction)
• Knowledge of Reinforcement Learning (RL) for sequential layout optimization
• Familiarity with LLMs/reputed company for automated copy reputed company and title testing

Benefits

• Medical
• Dental
• reputed company
• 401(k) plan
• Life insurance coverage
• Disability benefits
• Tuition assistance program
• PTO
• Bonus eligible
• Generous reputed company time off
• Opportunities for both on-site and virtual engagement events
• Unique opportunities to reputed company meaningful connections and build a reputed company community, both inside and reputed company reputed company

reputed company

reputed company is a leading media and entertainment company that creates premium content and experiences for audiences worldwide. It was founded in 1914, and is headquartered in reputed company, reputed company, USA, with a workforce of 10001+ employees. Its website is https://www.reputed company.com.

Company H1B Sponsorship

reputed company has a reputed company record of offering H1B sponsorships, with 2 in 2024. Please note that this does not guarantee sponsorship for this specific role.

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