Senior Data Scientist: Computer Vision & AI in Production

GoTo Group; Singapore; On-site; SGD 90,000 - 140,000; Full time

Job summary

GoTo Group’s GoTo Financial unit seeks a Data Scientist specializing in deep learning to tackle challenges across computer vision, voice, and text processing. You will lead development and deployment of advanced AI models that impact core products in production environments.

You will work with data from images, videos, audio, and text, and design, train, and deploy models on GPU while benchmarking performance. Strong prototyping and documentation skills are required.

Qualifications

• 3+ years of experience in deep learning, particularly with computer vision, voice, and text processing.

Responsibilities

• Work with data like images, videos, audio, and text.
• Design, train, optimize, and deploy deep learning models with GPU.
• Develop comprehensive unit tests and documentation, and evaluate model performance and quality.
• Communicate effectively between business and engineering teams to gather and implement requirements.
• Own the end-to-end process from problem definition to deployment in collaboration with engineers.
• Stay current with the latest advancements in deep learning and AI technologies.

Skills

Deep learning

Computer vision

Voice processing

Text processing

Data preprocessing

Model training

Model evaluation

Model optimization

Production deployment

Technical communication

Technical documentation

Tools

PyTorch

Python

C++

NCNN

GCP

AWS

Android

iOS

Job description

GoTo Group’s GoTo Financial unit seeks a Data Scientist specializing in deep learning to tackle challenges across computer vision, voice, and text processing. You will lead development and deployment of advanced AI models that impact core products in production environments.

You will work with data from images, videos, audio, and text, and design, train, and deploy models on GPU while benchmarking performance. Strong prototyping and documentation skills are required.