Senior Data Scientist

VELOX PAY SINGAPORE PTE. LTD.; Singapore; On-site; SGD 70,000 - 100,000; Full time

Job summary

A leading tech firm in Singapore seeks an experienced professional to work on deep learning and computer vision models. You will design, optimize, and deploy these models while communicating effectively with both the business and engineering teams. The ideal candidate will have at least 3 years of experience in the field, familiarity with deep learning frameworks like PyTorch, and the ability to provide clear technical documentation. This role demands hands-on experience in image and video processing. Competitive compensation package is offered.

Qualifications

• 3+ years in developing Deep Learning and Computer Vision models.
• Familiarity with deep learning frameworks and image/video processing.
• Strong communication skills to understand business needs.

Responsibilities

• Develop and optimize deep learning/computer vision models.
• Communicate effectively between business and engineering teams.
• Own the end-to-end process from problem definition to solution deployment.

Skills

Deep Learning

Computer Vision

Python

C++

Image Processing

Documentation

Communication

Tools

PyTorch

GCP

Job description

Role

Work with data like images, videos, speech and real-time sensor data, etc.

Design, train, optimize, 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.

Responsibilities

• 3+ 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.