Senior Data Scientist - KYC

go-jek singapore pte. ltd.; Singapore; On-site; SGD 110,000 - 170,000; Full time

Job summary

go-jek Singapore Pte. Ltd. is hiring for a senior role focusing on deep learning and computer vision.

You will design, train, optimise, and deploy CV/ML models using PyTorch and related tools, while handling data such as images, videos, speech, and real-time sensor streams. You will collaborate with business and engineering teams to gather requirements, document solutions, and benchmark performance. Remote work is not specified; candidates should align with Singapore-based teams and

Qualifications

• 5+ years of experience developing Deep Learning/Computer Vision and ML models.
• Proficient with deep learning frameworks such as PyTorch, Python, and C++.
• Knowledge of image/video processing and computer vision DL applications.
• Proven track record in open data science/deep learning competitions or contributions to DL frameworks.
• Familiarity with Android/iOS or Google Cloud Platform (GCP).
• Strong communication skills to translate business needs into analytical solutions and clear documentation.

Responsibilities

• Work with data including images, videos, speech and real-time sensor data.
• Design, train, optimise, and deploy DL/CV models.
• Develop unit tests and documentation for features, and benchmark model performance.
• Coordinate between business and engineering teams to gather requirements and implement projects.
• Own end-to-end process from problem definition to deployment with engineers.
• Participate in internal and external conferences and workshops.

Skills

Deep Learning

Computer Vision

Machine Learning

Python

C++

Tools

PyTorch

NCNN

GCP

Android

Job description

What will you do?

• Work with data like images, videos, speech and real-time sensor data, etc.
• Design, train, optimise, and deploy deep learning/computer vision models.
• Develop unit tests, documentation for features, and 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.
• Participate in internal and external conferences and workshops.

What you will need?

• 5+ years of experience in developing Deep Learning/Computer Vision and classic ML models for practical applications.
• Familiar with deep learning frameworks, such as PyTorch, Python, C++, NCNN, etc.
• Have practical knowledge of image/video processing techniques and deep learning in the computer vision domain.
• Proven track record in top-tier open data science/deep learning competitions and/or contributions to deep learning/data science frameworks.
• Familiarity with working knowledge in Android/iOS or GCP.
• Strong communication skills to understand business stakeholders' needs and to effectively convey the results of analytical solutions.
• Ability to write clear and concise technical documentation.