Senior Data Scientist

2 months ago


Singapore VELOX PAY SINGAPORE PTE. LTD. Full time
Roles & 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.

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 link)

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.

Tell employers what skills you have

Tableau
Machine Learning
Technical Documentation
Big Data
Hadoop
Mathematics
Artificial Intelligence
Data Mining
PyTorch
SQL
Python
Communication Skills
Statistics
GCP
Data Science
Data Analytics
Databases
C++
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