Senior Data Scientist (Integrity)

Overview

Senior Data Scientist (Integrity) to build AI models for OCR, KYC verification, and document/image information extraction using Computer Vision and Multimodal LLMs.

What you'll do

• Design, train, and fine-tune OCR and vision LLM models to extract information from complex documents.
• Architect and own end-to-end document processing pipelines for identity verification solutions.
• Deploy models to a high-throughput production environment and implement production monitoring.
• Iterate to improve performance, latency, and efficiency of deployed models.
• Research and prototype latest AI advancements and translate findings into product impact.
• Explain technical concepts, model trade-offs, and experimental results to stakeholders.

What you'll need

• Degree in Computer Science, Electrical/Computer Engineering, Mathematics/Statistics, or related technical disciplines.
• At least 3 years of experience in tech companies or academic institutions in a similar role.
• Proficiency in Python, Spark, and SQL.
• Familiarity with git and git-flow and understanding of the full software development life cycle.
• Experience with deep learning frameworks including TensorFlow or PyTorch.

Details

• Based in Grab Singapore One North office.
• Reports into the Senior Data Science Manager.