Data Scientist
2 days ago
About the Company and Project
ARC-Net supports deep-tech projects in taking the critical 0-to-1 step, specializing in foundational research and applied AI. Incubated at ARTPARK, Indian Institute of Science (IISc), ARC-Net provides scientific, technical, and engineering capability for emerging technologies.
You will be working on MyPraX, a cognitive-AI platform that models how people perceive and interpret advertising to predict real brand uplift. The platform integrates multimodal video analysis, neuro-semantic token mapping, Bayesian inference, and temporal cognition modelling. MyPraX is currently building its first working demo and v0 prototype, which will become the foundation of a full-fledged product for creative pre-testing and brand development.
The role is to develop and optimise a multimodal AI system that extracts neuro-semantic tokens from advertising content and predicts brand uplift using Bayesian inference and time-series modelling.
Contract:
Project-based (with potential long-term extension)
Compensation:
₹70,000/month (with potential increase as the project scales)
Location:
On-site, Bengaluru
Start Date:
Immediate
Core Responsibilities
- Build and maintain pipelines for multimodal encoding(text, audio, video) using models such as SBERT, AST, and ViTs.
- Use Neural networks to create high-resolution spatio-temporal heatmaps over videos.
- Develop Bayesian inference frameworks.
- Create time-series forecasting models.
Preferred (Good-to-Have) Skills
- Experience with attention-based multimodal fusion architectures.
- Familiarity with generative AI for content interpretation.
- Understanding of causal inference methods.
- Former experience with marketing and/or neuroscientific data analysis.
Education / Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, Applied Mathematics, Statistics, Computational Neuroscience, or a related field.
- PhD preferred but not mandatory if backed by strong applied research experience.
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