Gotogroup3mo ago

Senior Data Scientist

Singaporesenior

Data ScienceData ScientistDataData & AI

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Quick Summary

Overview

About the Role As a Data Scientist specializing in deep learning at GoTo, 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.

Technical Tools

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About the Role

As a Data Scientist specializing in deep learning at GoTo, 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.

About the Team

At GoTo, our Data Science team is at the forefront of developing cutting-edge deep learning solutions. We build advanced computer vision models for our KYC system, which is the leading KYC solution in Indonesia and is now expanding to external customers. We also create sophisticated deep-learning models for computer vision, voice and text processing. Our team is composed of members with diverse backgrounds, bringing expertise in mathematics, statistics, machine learning, and deep learning. We tackle some of the most challenging business problems at GoPay and are passionate about both the technical aspects of data science and the tangible impact our models have on the business.

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.

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

Proficient in data preprocessing, model training, evaluation, and optimisation.

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 like 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.

A Master’s or PhD in Computer Science, Data Science, AI, or a related field.