AI Scientist - Content & Growth - INNOVATEX FINTECH PTE. LTD.

Roles & Responsibilities

Descriptions :

• Design and optimize large-scale recommendation algorithms to enhance personalized user experiences across feeds, content hubs, and interactive touchpoints.
• Build intelligent content growth pipelines, including real-time hot topic detection, viral content diffusion modeling, and trending topic amplification.
• Develop and integrate AIGC-aware recommendation systems, enabling dynamic ranking and generation strategies based on user preferences and market signals.
• Apply state-of-the-art retrieval, ranking, and re-ranking models to refine recommendation precision, diversity, and freshness.
• Leverage sequence models (Transformers, RNNs) and graph-based methods to model user behavior over time and across content types.
• Employ multi-modal learning (text, image, video, social graphs) to improve understanding of content and boost personalization effectiveness.
• Collaborate cross-functionally with product, data, and infrastructure teams to define and drive content growth strategies aligned with business objectives.
• Run large-scale A / B tests, perform causal inference and behavioral analytics to quantify impact, guide iteration, and scale success.
• Contribute to system architecture, model deployment pipelines, and performance optimization for real-time inference at scale.
• Stay at the frontier of recommendation, generative AI, and content intelligence research, translating innovation into production impact.

Requirements :

Tell employers what skills you have

TensorFlow

Machine Learning

Growth Strategies

Modeling

Big Data

Social Media

Pipelines

Experimentation

Hadoop

Translating

PyTorch

Communication Skills

System Architecture

Mining