Artificial Intelligence Researcher
4 days ago
Nanyang Technological University (NTU) is seeking an accomplished researcher to join its esteemed team as an Artificial Intelligence Researcher. This exceptional opportunity offers a challenging and rewarding experience in the field of AI research, focusing on large language models.
About the Role:
The successful candidate will be responsible for conducting cutting-edge research in large language models, translating theoretical algorithms and methodologies into practical prototypes that demonstrate potential product applications. Additionally, they will collaborate closely with researchers and engineers to design and implement system architectures and software solutions that transition research findings into scalable, deployable products.
Key Responsibilities:
- Conduct research in large language models, including developing and building tools and frameworks to facilitate the transfer of LLM capabilities to industry partners.
- Collaborate with researchers and engineers to design and implement system architectures and software solutions.
- Develop comprehensive technical documentation, including white papers, presentations, and tutorials, to disseminate knowledge to a broader audience.
- Engage with international research communities and partners to stay abreast of the latest advancements in machine unlearning.
Requirements:
- Minimum Bachelor's degree in computer science/ engineering or related fields.
- Proficiency in Python is a must; experience with other programming languages such as Java, C/C++, or Go, and frameworks like PyTorch or TensorFlow, is highly advantageous.
- Experience in developing and deploying machine learning models, particularly in natural language processing (NLP) and large language models (LLMs).
- Strong knowledge of machine learning and deep learning techniques, including knowledge graphs, machine unlearning, and AI testing.
- Familiarity with cloud platforms (AWS, GCP, Azure) and containerization technologies (Docker, Kubernetes) is a must.
- Experience with version control systems (e.g., Git) and collaborative development tools.
- Ability to communicate complex technical concepts effectively to both technical and non-technical stakeholders.
- Strong analytical and problem-solving skills, with a focus on developing innovative solutions for LLMs.
- Self-motivated and able to work independently, managing multiple tasks and projects in a fast-paced environment.
- Strong collaborative skills, with experience working in cross-functional teams.
- Keen attention to detail and commitment to high-quality deliverables.
- Understanding of ethical considerations and best practices in AI research, particularly concerning data privacy and security.
- Estimated salary range: SGD 8,000 - SGD 12,000 per month.
Benefits:
- Competitive salary and benefits package.
- Opportunities for professional growth and development.
- A dynamic and supportive work environment.
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