Data Scientist

MANPOWER STAFFING SERVICES (SINGAPORE) PTE LTD; Singapore; On-site; SGD 100,000 - 125,000; Full time

Job summary

A leading company in AI and data science is seeking innovative individuals to join their team. The successful candidate will engage in critical research on computer vision and machine learning, developing and deploying advanced solutions. This role offers exposure to pioneering technologies and opportunities to collaborate with experts across geographies.

Qualifications

• At least 1 year of relevant working experience.
• Experience with Computer Vision and Generative AI projects.
• Proficient in API development and database management.

Responsibilities

• Conduct research on computer vision and AI problems.
• Develop and deploy machine learning prototypes.
• Collaborate and present proof of concepts to stakeholders.

Skills

Python

Data Processing

Visualization

Machine Learning

Data Science

Education

Degree in Engineering or Science

Tools

pandas

numpy

scikit-learn

matplotlib

seaborn

Flask

Django

FastAPI

Job description

Job Responsibilities:

• Conduct research on computer vision, deep learning and AI problems
• Build prototype applications in various AI domains such as computer vision, self -supervised learning, multi-modality learning, etc.
• Work closely with a team of scientists and researchers to concept and iterate on software development
• Develop and deploy data science prototypes, with a focus on bringing machine learning models into production
• Design and implement scalable and high-performance machine learning models, with a focus on troubleshooting performance and accuracy issues
• Collaborate with teams locally and overseas, and present proof of concepts to stakeholders effectively
• Build data cleaning and augmentation pipelines for machine learning and deep learning model-based projects
• Automate processes and workflows for efficient delivery of data science products via scripting and open source tools
• Stay updated with the latest advancements in data science, machine learning, and deployment techniques

Requirements:

• Degree or above in Engineering or Science
• At least 1 year of relevant working experience
• Experience in real-world data science projects in the field of Computer Vision and Generative AI
• Expertise in Python programming and using libraries for data processing, visualization, and model development, including pandas, numpy, scikit-learn, matplotlib, and seaborn
• Proficient in API concepts and libraries, and experienced in utilizing them for testing and deployment, leveraging frameworks such as Flask, Django, or FastAPI
• Familiar with databases (e.g., PostgreSQL, Minio) and SQL for data storage and retrieval
• Understand HTML/CSS/Javascript and have experience in front-end JavaScript frameworks such as Angular or React