Senior Machine Learning Engineer (AI/ML/ 7-10 YOE)

Dai-ichi Life Việt Nam • 149-151 Nguyen Van Troi,Phu Nhuan,Ho Chi Minh

Trách nhiệm chính

Design, build, and deploy next-generation AI/ML solutions.
Lead the full lifecycle of AI/ML products, from data engineering and model training (RAG, Fine-tuning) to production deployment via MLOps and Kubernetes.
Collaborate closely with cross‑functional teams (Business Analysts, QA Engineers, System Architects, Product Managers, Business Users) to deliver reliable AI systems aligned with business objectives.
Provide technical leadership, mentoring, and continuous improvement in software engineering practices for the team.

Yêu cầu công việc

Expertise in supervised/unsupervised learning, computer vision, and natural language processing (NLP).
Deep understanding of deep learning architectures and statistics/mathematics.
Proficiency in PyTorch, TensorFlow, and Scikit‑Learn.
Experience with large language models (LLMs), AI agents, and prompt engineering.
Hands‑on implementation of RAG (Retrieval‑Augmented Generation) and model fine‑tuning.
Development using LangChain and OpenAI APIs.
Python mastery (Pandas, NumPy) and SQL for complex data manipulation.
Building scalable data pipelines and data engineering workflows (Apache Spark).
Adherence to SOLID principles, Git version control, and clear documentation.
Multi‑cloud proficiency: Kubernetes, OpenShift, AWS, Azure, GCP.
Containerization and orchestration with Docker and Kubernetes.
Implementing CI/CD pipelines and MLOps for automated model deployment and monitoring.
Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or a related quantitative field.
Proven experience in end‑to‑end machine learning lifecycles.

Yêu cầu ưu tiên

Relevant cloud certifications (AWS/Azure/GCP) are a plus.
Basic project management skills to handle small to medium‑sized projects efficiently.
Understanding of the Scrum framework, including roles, events, and artifacts.

Mức lương

Phúc lợi

Senior Machine Learning Engineer (AI/ML/ 7-10 YOE)