AI Research Engineer
engineering — Singapore
As a key member of our AI team, your primary responsibilities will revolve engineering challenges around building high-quality multimodal models, systems and tools that can advance state-of-the-art generative AI models and capabilities. In this role, you will be expected to:
Responsibilities
- Build high-quality multimodal datasets (text, image, video, etc) through a variety of channels, including web data crawling from the internet, manual annotation from human, automatic data generation using deep learning models, etc.
- Create UI, tools and systems for data acquirement, pre-processing, labelling, filtering, viewing, and storage.
- Collaborate closely with our AI researchers, actively participating in deep learning model training and evaluation.
- Collaborate with a group of data annotators, set the requirements for data annotation and closely monitor the annotation quality.
Qualifications
- A minimum of three years of professional experience in AI engineering, software development, data science, or a related field.
- Proficiency in Python, with hands-on experience in PyTorch.
- Proven expertise in building well-balanced and diverse datasets.
- Strong knowledge of developing a web crawler for data extraction from the internet, utilizing Python or other programming languages.
- Able to implement a simple UI for data visualization via Streamlit, Gradio or other available tools
- Experience with using multimodal deep learning models, etc.
- (Bonus) Passionate about building innovative AI models and products.