AI Research Engineer, SCG Digital Office

เนื้องานโดยย่อ:

We seek an AI Engineer to develop and validate AI/ML POCs, working closely with business and technical teams to translate requirements into AI driven solutions. This role requires a balance of data science, rapid prototyping, and stakeholder collaboration.

หน้าที่ความรับผิดชอบ:

• Develop AI/ML POCs to explore feasibility and business impact.
• Apply machine learning, deep learning, and LLMs (e.g., GPT, BERT, Llama, Gemini) to NLP, computer vision, and predictive modeling.
• Implement Retrieval-Augmented Generation (RAG) and AI-powered search/chatbots.
• Develop GenAI chatbots using frameworks like LangGraph, LlamaIndex, and LangChain.
• Build lightweight prototypes and APIs using Jupyter, Streamlit, FastAPI, Flask.
• Collaborate with DEV, SA, and SRE teams to align POCs with technical feasibility.
• Engage with business stakeholders to define AI opportunities and requirements.
• Evaluate POC performance and provide recommendations for scalability.

คุณสมบัติ:

• Bachelor’s or Master’s degree in Computer Science, Computer Engineering, Data Science, AI, Machine Learning, Software Engineering, or related fields.
• Strong Python programming skills and experience with ML/DL frameworks (TensorFlow, PyTorch, Scikit-learn, Hugging Face).
• Hands-on experience with NLP, LLMs, and vector databases (Elasticsearch, Pinecone, Weaviate).
• Experience developing GenAI chatbots using LangGraph, LlamaIndex, and LangChain.
• Familiarity with cloud platforms (AWS, GCP, Azure) and containerization using Docker.
• Proficiency in Git for version control and collaborative development.
• Ability to rapidly prototype AI solutions and communicate findings clearly.
• Strong understanding of data science concepts, feature engineering, and ML evaluation.
• Excellent communication skills to work with DEV, SA, and SRE teams and translate business needs into AI solutions.