AI Research Engineer, SCG Digital Office
กรุงเทพมหานคร, ประเทศไทย
บริษัทสังกัด - หน่วยธุรกิจ: บริษัท ปูนซิเมนต์ไทย จำกัด (มหาชน) - Corporate
หมายเลขคำขอ: 23084
ประเภทการจ้างงาน: Permanent
ฟังก์ชั่นงาน: อื่นๆ (โปรดระบุ)
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.
ติดต่อ: Samita Permpoonkanjana
อีเมล์: SAMITAPE@SCG.COM
โทรศัพท์:
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs AWS Azure BERT Chatbots Computer Science Computer Vision Deep Learning Docker Elasticsearch Engineering FastAPI Feature engineering Flask GCP Gemini Generative AI Git GPT Jupyter LangChain LLaMA LLMs Machine Learning NLP Pinecone Predictive modeling Prototyping Python PyTorch RAG Research Scikit-learn Streamlit TensorFlow Weaviate
Perks/benefits: Career development
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