Staff Data Scientist - GenAI studios
Team: Data Science & Analytics
Location: Bengaluru
Commitment: Full Time
Workplace Type: onsite
Key responsibilities
- Design, prototype, and refine deep learning models for text-to-video and image-to-video generation using cutting-edge techniques in generative AI (e.g., diffusion models, transformers, temporal GANs)
- Develop robust pipelines for dataset curation, preprocessing, training, and model evaluation, including automated visual, temporal, and semantic quality metrics
- Lead data science features from concept to production, ensuring they meet strategic goals and deliver tangible business outcomes. Invest in and enhance model development, testing, and release pipelines for efficient and reliable deployment
- Work closely with product managers, engineering teams, and senior leadership to define use cases, set priorities, and bring production-grade AI systems to life
- Run A/B tests, iterate based on performance feedback, and ensure alignment with product experience goals and creative quality standards
- Stay ahead of the curve in the fast-moving GenAI space; guide strategy, share insights internally, and represent the team in technical forums as needed
Skills and attributes for success
- Proven experience with deep learning architectures for generative tasks (e.g., diffusion models, transformers, GANs)
- Strong understanding of LLMs, with hands-on experience in fine-tuning, prompt engineering, and evaluating foundation models for applied use-cases for multimodal generation
- Preferred understanding of computer vision, natural language processing, and multimodal learning
- Strong exposure to ML evaluation techniques, including perceptual quality metrics and user-in-the-loop testing
- Proficiency in programming languages such as Python, R, and SQL
- Experience with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, Google Cloud)
- Excellent verbal and written communication skills, with the ability to present complex information to non-technical stakeholders.
Preferred education and experience
- Master's or PhD in Computer Science, Statistics, Mathematics, or related quantitative field with 7+ years hands-on experience in data science, with last few years working with GenAI stack, especially audio & video modalities
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