- 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.
Which entity will this job posting be for
Velox Pay Singapore PTE LTD
What is the job title for this job
Senior Data Scientist
Occupation for the job (refer to this )
Data Scientist
Job Function (Max 5)
Data Scientist, AI Engineer, Machine Learning
Position Level
Senior (L3)
Minimum years of experience
3 Years of experience
Employment type
Permanent
Minimum Qualification level
Bachelor Degree
Field of Study
Computer Science
Min Monthly Salary Range (SGD)
Max Monthly Salary Range (SGD) - Max Salary cannot exceed two times of the min salary
Job Description
- 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.
Job Requirements
- 3+ years of experience in deep learning, particularly with (prio 1)computer vision, voice, and text processing.
- Proficient in data preprocessing, model training, evaluation, and optimisation.
- Practical experience in applying deep learning to solve real business problems, with models successfully deployed and used in production environments. (NLP, chat GPT)
- Proficient with deep learning frameworks such as PyTorch, and familiar with Python, C++, and inference engines like NCNN.
- Experience with cloud platforms like GCP or AWS, and working knowledge of Android/iOS is a plus.
- Strong communication skills to understand business needs and effectively convey analytical solutions.
- Ability to write clear and concise technical documentation.
- A Master's or PhD in Computer Science, Data Science, AI, or a related field.
