Tóm lược
- Yêu cầu kỹ thuật:
- NLP ,
- Machine Learning ,
- LLM ,
- Python ,
- MS SQL ,
- Tensorflow ,
- Deep Learning ,
- PyTorch ,
- LangChain ,
- LlamaIndex
Mô tả công việc
Tóm tắt công việc
Responsibilities
- Research & develop solutions to various natural language processing problems that arise from business operations such as: Generative AI Chatbot, Semantic and Personalized Search, Transformers-based Recommendation, Name Entity Recognition, High Quality Text Mapping and Auto Tagging,…
- Package solutions into services/products that can be offered internally and externally to support organizational goals.
- Provide support and maintenance for the above services/products.
- Write documentation to ensure reproducibility and service continuity.
- Stay on top of the SOTA in Natural Language Understanding (NLU), Natural Language Generation and other areas related to NLP and quickly implement/adapt new SOTA models for in-house datasets and present
- Mentor and train junior members.
Yêu cầu công việc
Key Skills
- 3+ years of relevant experience working in natural language processing, machine learning, and analytics projects.
- Advanced knowledge of transformers architectures, sentence embedding techniques, and large language models
- Proficient in Python, SQL and deep learning frameworks, such as Pytorch, Tensorflow,...
- Familiarity with frameworks for developing RAG system like Langchain, LlamaIndex
- Ability to read, understand and apply techniques from academic papers.
- Ability to quickly develop prototypes from ideas, and then package it into data service/product for other teams.
- Write clear documentation.
Individual Skills
- Collaborate effectively with others.
- Ability to engage and influence technology and business leaders through clear communication.
- Strategic mindset and able to work through ambiguity, proactive in getting things done.
- Strive for results, passionate about data, analytics, innovation and making a difference.
- English and Vietnamese.
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- NLP
- Machine Learning
- LLM
- Python
- MS SQL
- Tensorflow
- Deep Learning
- PyTorch
- LangChain
- LlamaIndex
NĂNG LỰC
- Documentation
- Teamwork
- Proactive
- Result-oriented
Thông tin doanh nghiệp
One Mount Group (1MG) goal is to build Vietnam’s largest-scale technological ecosystem.
1MG was established with the vision of promoting and contributing to the economy’s efficiency, creating a technology infrastructure for Vietnamese businesses to accelerate its value added, providing products to consumers at a more competitive cost of goods sold.
1MG is committed to building a strong and sustainable Vietnamese business, creating a broad playing field to nurture and grow future start-ups. We believe that from our core infrastructure the following “giant” businesses of Vietnam will be generated. The goal of 1MG is to build Vietnam’s largest-scale technological ecosystem with solutions in order to link, optimize and close the gaps of the value chain of focused economic sectors having strong growth in Vietnam.
With a sound financial position and business administration, 1MG has competitive advantages to attract and retain the best Vietnamese talents from all over the world.