Senior Data Scientist - KYC

GoTo Group; Singapore; On-site; SGD 100,000 - 125,000; Full time

Job summary

An established industry player is seeking a Data Scientist specializing in deep learning to tackle complex challenges in computer vision, voice, and text processing. This exciting role involves leading the development of advanced AI models that significantly influence key business products. You will have the opportunity to drive innovation and solve critical business challenges while working with a diverse team of experts. If you are passionate about deep learning and want to shape the future of AI-driven financial solutions, this is the perfect opportunity for you.

Qualifications

• 5+ years in deep learning with a focus on computer vision, voice, and text.
• Proficient in model training and evaluation, with real-world deployment experience.

Responsibilities

• Lead the development and deployment of AI models impacting business products.
• Enhance systems with deep learning models and ensure scalability.

Skills

Deep Learning

Computer Vision

Voice Processing

Text Processing

Data Preprocessing

Model Training

Model Evaluation

Technical Documentation

Communication Skills

Education

Master’s in Computer Science

PhD in AI

Tools

PyTorch

GCP

AWS

C++

NCNN

Job description

As a Data Scientist specializing in deep learning at GoTo Financial, you will tackle complex computer vision, voice, and text processing challenges. 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.
• 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

• 5+ 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 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.

At GoTo Financial, 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 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.