Data Scientist Intern - Singapore

GoTo Group; Singapore; On-site; SGD 16,740 - 33,480; Full time

Job summary

GoTo Group in Singapore is seeking a dynamic intern to tackle practical deep learning and computer vision tasks. The intern will collaborate with the KYC data science team, attending daily standups and engaging in live projects.

The ideal candidate should have knowledge in developing deep learning models and proficiency in frameworks like PyTorch. Strong communication and documentation skills are essential for success in this role, which invites collaboration and independent work.

Qualifications

• Knowledge of developing Deep Learning/Computer Vision models for practical applications.
• Proficiency in deep learning frameworks like PyTorch.
• Strong communication skills to understand business needs.

Responsibilities

• Work with data such as images, audio, and text.
• Design, train, and deploy deep learning/computer vision models.
• Develop unit tests and documentation for features.

Skills

Deep Learning/Computer Vision

PyTorch

Strong communication skills

Technical documentation

Team collaboration

Job description

We are looking for a dynamic, energetic intern who is eager to solve a variety of practical deep learning and computer vision tasks arising from different businesses in GoTo Financial. You will be working closely with the KYC data science team and attend daily standups. You will be involved in live production projects and assisting prototype development.

What you will do

• Work with data like images, audio and text etc.
• Design, train, quantize and deploy deep learning/computer vision models
• Develop unit tests, documentation for features, evaluating, benchmarking the prediction/quality
• Communicate with supervisor/buddy for daily activities

What you will need

• Knowledge of developing Deep Learning/Computer Vision and classic ML models for practical applications
• Proficiency in deep learning frameworks such as PyTorch
• Strong communication skills to understand business stakeholders' needs and effectively convey analytical results
• Ability to write clear and concise technical documentation
• Ability to work independently and collaboratively within a team.

About the Team

GoTo KYC Data Science team builds critical ML components/models which go into the engineering systems which make GoTo a safe, trusted and fun way to do payments. Our team members come from varied backgrounds, and bring with them a wide set of skills (mathematics, statistics, machine learning, deep learning etc) which we use some of the toughest business problems in GoPay. We are enthusiastic about both data science techniques and methods, as well as the business impact of our models, and have numerous internal forums where sharing, discussions and presentations by the team members happen.