Senior Data Scientist, Computer Vision & AI (Production ML)

GoTo Financial; Singapore; Hybrid; SGD 120,000 - 160,000; Full time

Job summary

GoTo Financial is seeking a Senior Data Scientist specialized in computer vision and AI to lead the development and deployment of advanced deep learning models. You will work with images, videos, audio and text to improve our key business products and our KYC system, pushing production-ready solutions.

You will own end-to-end initiatives from problem framing to live deployment, collaborate with engineers and business teams, build comprehensive tests and documentation, and continuously benchmark

Qualifications

• 3+ years of deep learning experience with CV, speech and text processing.
• Proficient in data preprocessing, model training, evaluation and optimisation.
• Practical deployment of DL models in production environments.
• Proficient with PyTorch; familiar with Python, C++, and NCNN inference.
• Experience with cloud platforms such as GCP or AWS; Android/iOS knowledge is a plus.
• Strong communication to translate business needs into analytical solutions; documentation skills.

Responsibilities

• 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.

Skills

Deep learning

Computer vision

Data preprocessing

Model training

Evaluation & benchmarking

PyTorch

Python

C++

Inference engines (NCNN)

GCP/AWS

Android/iOS

Communication skills

Technical documentation

Tools

NCNN

GCP

AWS

Android/iOS

Job description

GoTo Financial is seeking a Senior Data Scientist specialized in computer vision and AI to lead the development and deployment of advanced deep learning models. You will work with images, videos, audio and text to improve our key business products and our KYC system, pushing production-ready solutions.

You will own end-to-end initiatives from problem framing to live deployment, collaborate with engineers and business teams, build comprehensive tests and documentation, and continuously benchmark