Data Scientist (LLM, Gen AI, CV)

MANPOWER STAFFING SERVICES (SINGAPORE) PTE LTD; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A staffing agency in Singapore seeks an AI specialist to conduct research in computer vision and deep learning. The ideal candidate will build prototype applications across various AI domains and has hands-on experience with Python and relevant libraries. Responsibilities include collaborating with technical teams and developing data science prototypes. This role offers opportunities to stay updated with the latest advancements in AI and machine learning.

Qualifications

• At least 2 years of relevant experience in AI projects.
• Expertise in Python and relevant data processing libraries.
• Experience in testing and deployment using API frameworks.

Responsibilities

• Conduct research on computer vision and AI problems.
• Build prototype applications in AI domains.
• Develop and deploy data science prototypes.

Skills

Python programming

Hands-on experience in Computer Vision

Familiarity with API concepts

Knowledge of HTML/CSS/Javascript

Experience with data processing libraries

Education

Degree in Computer Engineering, Computer Science or Engineering

Tools

Flask

Django

FastAPI

PostgreSQL

JavaScript frameworks (Angular, React)

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 technical and non-technical teams locally and overseas, and present proof of concepts to stakeholders effectively
• Build data cleaning and augmentation pipelines for both 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 Computer Engineering, Computer Science or Engineering
• At least 2 years of relevant experience from work with hands-on project experience in Computer Vision, Generative AI or LLM projects
• 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 to design web interfaces for data science prototypes
• Customer oriented and able to establish link between R&D, innovations, and applications in business
• Comfortable to work with local and overseas cross-functional teams