As a Senior Data Scientist specializing in Computer Vision, you will be responsible for solving practical deep learning and computer vision tasks within GoTo financial. This role involves designing, training, and deploying deep learning models, working with various data types, and collaborating with business and engineering teams to deliver end-to-end solutions.
About the role
About The Role
As a Data Scientist specializing in Computer Vision, you will be solving a variety of practical deep learning and computer vision tasks arising from different businesses in GoTo financial. You should be able to bring a new level of Deep Learning/Computer vision capabilities to the GoPay data science cloud and mobile platform.
What You Will Do
Work with data like images, videos and real-time sensor data etc.
Design, train, quantize and deploy deep learning/computer vision models.
Develop unit tests, documentation for features, evaluating, benchmarking the prediction/quality.
Communicate effectively between the business team and the engineering team to gather and implement project requirements.
Own end-to-end solutioning, from formulating the technical problem to deployment (along with engineers) of the solution.
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 TensorFlow/Keras, Caffe, PyTorch, NCNN etc.
Have practical knowledge of image/video processing techniques and deep learning in the computer vision domain.
World-class open data-science/deep-learning competition results and/or contributions to a deep learning/data science frameworks.
Familiarity with working knowledge in Android/iOS and GCP.
Communication skills to engage with business stakeholders to understand their needs and effectively communicate the results of the analytical solutions.
Ability to write clear and concise technical documentation.