Senior Data Scientist
Core
Lead research, analysis, and development of advanced text-to-video and image-to-video generation models to enhance content production and user engagement.
Role type
Senior IC machine-learning engineer (generative video/audio)
Builds
Production-grade generative AI systems for video and audio content
Domain
Media & Entertainment + Generative AI
Deliverable
production ML models
Required skills
Deep learning architectures (diffusion, transformers, GANs), LLM fine-tuning and prompt engineering, Python, SQL, big data technologies (Hadoop, Spark), cloud platforms (AWS, Google Cloud)
Preferred skills
Computer vision, natural language processing, multimodal learning, ML evaluation techniques (perceptual metrics, user-in-the-loop testing)
Technologies
Python, R, SQL, Hadoop, Spark, AWS, Google Cloud
Responsibilities
Design and refine deep learning models for generative tasks; collaborate with vendors to evaluate and integrate AI capabilities; develop in-house solutions for video quality and generation time; build robust pipelines for dataset curation and model evaluation; run A/B tests and iterate based on performance feedback; guide strategy and share insights in technical forums
Seniority
Senior, hands-on IC
