Senior Data Scientist - Computer Vision & AI

GoTo Group; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

GoTo Group is seeking a Data Scientist specializing in deep learning to work on complex challenges in computer vision, voice, and text processing. You will enhance systems with advanced AI models, driving innovation in financial solutions.

Applicants should have over 3 years of experience with deep learning, proficiency with frameworks like PyTorch, and strong communication skills to bridge business needs and technical solutions.

Qualifications

• 3+ years of experience in deep learning, particularly in computer vision, voice, and text processing.
• Proficient in data preprocessing, model training, evaluation, and optimization.
• Experience with deploying models in production environments.

Responsibilities

• Design, train, optimize, and deploy deep learning models with GPU.
• Communicate effectively between the business and engineering teams.
• Stay up-to-date with advancements in deep learning and AI technologies.

Skills

Deep learning

Computer vision

Voice processing

Text processing

Communication skills

Tools

PyTorch

Python

C++

GCP

AWS

Job description

As a Data Scientist specializing in deep learning at GoTo Financial, you will tackle complex challenges in computer vision, voice, and text processing. You will lead the development and deployment of advanced AI models that directly impact our key business products. Your responsibilities will include enhancing our systems with cutting‑edge deep learning models and ensuring they are scalable in a production environment. This role offers the opportunity to drive innovation, solve critical business challenges, and shape the future of AI‑driven financial solutions at GoTo Financial.

What you will do?

• Work with data like images, videos, audio, and text, etc.
• Design, train, optimize, and deploy deep learning models with GPU.
• Develop comprehensive unit tests and documentation, and rigorously evaluate and benchmark model performance and quality.
• Communicate effectively between the business team and the engineering team to gather and implement project requirements.
• Own the end‑to‑end process, from defining the technical problem to deploying the solution in collaboration with engineers.
• Stay current with the latest advancements in deep learning and AI technologies.

What you will need?

• 3+ years of experience in deep learning, particularly with computer vision, voice, and text processing.
• Proficient in data preprocessing, model training, evaluation, and optimization.
• Practical experience in applying deep learning to solve real business problems, with models successfully deployed and used in production environments.
• Proficient with deep learning frameworks such as PyTorch, and familiar with Python, C++, and inference engines like NCNN.
• Experience with cloud platforms such as GCP or AWS, and working knowledge of Android/iOS is a plus.
• Strong communication skills to understand business needs and effectively convey analytical solutions.
• Ability to write clear and concise technical documentation.