Xử lý dữ liệu, gán nhãn, phát triển NLP và fine-tune mô hình ngôn ngữ (BERT, GPT, LLAMA) cho sản phẩm AI của FPT Smart Cloud.
Yêu cầu
Kinh nghiệm xử lý dữ liệu thô và lập trình xử lý dữ liệu
Kinh nghiệm dự án gán nhãn dữ liệu và phát triển hệ thống AI
Hiểu sâu NLP và phân tích yêu cầu khách hàng
Thành thạo PyTorch, TensorFlow
Ưu tiên có kinh nghiệm train/fine-tune BERT, GPT, LLAMA
Trách nhiệm
Thu thập, xử lý, làm sạch dữ liệu thô để train mô hình AI
Gán nhãn intent, entity cho dữ liệu huấn luyện bot
Phân tích yêu cầu khách hàng, thiết kế luồng kịch bản, định nghĩa nhãn dữ liệu
Phát triển NLP (phân loại văn bản, trích xuất thông tin) và fine-tune mô hình bằng PyTorch, TensorFlow
Có thì tốt
Tư duy mở, giải quyết vấn đề sáng tạo
Lương và phúc lợi
Bảo hiểm xã hội, y tế theo luật
Gói FPT Premium Care
Tài trợ khóa học, chứng chỉ liên quan
Môi trường làm việc tại Hà Nội hoặc TP.HCM, giờ hành chính 8h30-17h30
Tóm tắt bằng AI từ JD gốc, đọc JD gốc trước khi ứng tuyển.
About FPT Smart Cloud
FPT Smart Cloud (FCI) – a member of FPT Corporation, pioneers in AI & Cloud solutions in Vietnam. FCI was founded with the mission to generating an immense leap in productivity and agility in business operations.
FPT Smart Cloud aims at leading the industry by focusing on building a firm technological foundation, developing diversified ecosystem products, and reaching global connectivity.
Customized to specific needs: Providing cloud-based products and solutions customized to each industry.
All-in-one Platform: Consolidating FPT Smart Cloud technology and diverse business solutions all in one platform. AI & Cloud services are a Unify eco-system.
Local market leadership: Outstanding Cloud and AI technology infrastructure and platform to help local businesses grow their products and services online.
Deliver the future: Help customers achieve business outcomes faster by integrating world-class processes and technology.
Key Responsibilities
Data Processing: Involved in collecting, processing, and cleaning raw data to prepare it for AI model training.
Data labeling: Participate in intent and entity labeling projects to improve the understanding of AI systems.
Analyze customer requirements: Listen and understand customer requirements, design scenario flows, and define data label definitions for bot training data labeling.
NLP development: Participate in projects related to natural language processing (NLP), including text classification and information extraction from text.
Use DL frameworks: Use deep learning frameworks like PyTorch and TensorFlow to develop and fine-tune AI models.
Training and Fine-tune models: Priority is given to candidates with experience in training and fine-tuning language models such as BERT, GPT and LLAMA.
Job Requirement
Open thinking and creative problem solving ability.
Experience working with raw data processing and programming to process data.
Experience in data labeling projects and AI system development.
Deep understanding of NLP and analyzing customer requirements.
Experience with deep learning frameworks such as PyTorch and TensorFlow.
Priority is given to candidates with experience in training and fine-tuning language models.
Top Benefits
Salary: Competitive, pay according to ability. Negotiation during the interview.
Social insurance and health insurance according to labor laws.
Creative, open-minded working environment that respects individuals
FPT Premium Care package
Activities and culture with FCI and FPT Corporation
Sponsor related courses and certifications
Dynamic, tech-driven, and collaborative workplace with exposure to advanced AI applications.
Work alongside top AI engineers and product innovators in a fast-growing ecosystem.
Working Environment
Working Location:
Site HN: 22nd Floor, Vinacomin Tower, No. 3 Duong Dinh Nghe, Cau Giay, Hanoi
Site HCMC: 6th Floor, e.Town 6 Tower, 364 Cong Hoa Street, Tan Binh District, Ho Chi Minh City
Working hours:
8h30 AM – 12h00 PM
1h00 PM – 5h30 PM
Contact Person
Pham Thi Ha My (Ms.) – Talent Acquisition Leader Email: [email protected] Phone: 0962456194 FPT Smart Cloud (FCI) Co., LTD Address: 7th Floor, FPT Tower, No. 10 Pham Van Bach, Cau Giay Dist, Hanoi Websites: FPT Cloud | FPT AI
