AI Engineer

Job Description

We are seeking an AI Engineer to join our organization. The role involves using AI and data analytics to solve social issues faced by governments, enterprises, and international organizations. You will be responsible for designing, developing, evaluating, and operating AI models, including image processing, time series prediction, and generative models. You will work with research and product teams to apply cutting-edge technology in real-world environments.

Responsibilities

• Design, develop, and optimize AI models using Python and PyTorch.
• Preprocess data, extract features, and design evaluation metrics.
• Implement solutions in cloud environments (AWS, GCP, Azure).
• Lead the process from PoC to production deployment.
• Collaborate with research teams to validate and implement new algorithms.

Requirements

• Experience in AI/ML model development using Python.
• Experience with deep learning frameworks such as PyTorch or TensorFlow.
• Understanding of machine learning theory and evaluation methods.
• Experience with team development using Git.
• Basic communication skills in English for reading, writing, and meetings.

Preferred Qualifications

• Experience in building learning and inference environments in cloud platforms like AWS or GCP.
• Experience in accelerating inference using Docker, CUDA, or TensorRT.
• Experience in developing advanced technologies such as LLM, RAG, or Diffusion Models.
• Practical experience with OpenCV, NumPy, Pandas, or FastAPI.
• Experience in reproducing and applying research papers.
• Business-level English proficiency.

Desired Characteristics

• Motivation to connect AI technology with social implementation.
• Ability to identify problems and proactively conduct hypothesis testing and improvements.
• Ability to collaborate with various professionals and translate complex requirements into technology.
• Desire to continuously grow both technically and socially.