Tóm lược
- Yêu cầu kỹ thuật:
- Machine Learning ,
- Big Data ,
- NLP ,
- Java ,
- Algorithm ,
- Statistics ,
- Architecture ,
- Semantic
Mô tả công việc
Tóm tắt công việc
We are looking for a Natural Language Processing Engineer to build NLP System for Data Classified, Content Scoring and KYC Customer based on behaviors.
NLP Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.
Your ultimate goal is to develop efficient self-learning NLP applications.
- Study and transform data science prototypes;
- Design NLP applications
- Select appropriate annotated datasets for Supervised Learning methods
- Use effective text representations to transform natural language into useful features
- Find and implement the right algorithms and tools for NLP tasks
- Develop NLP systems according to requirements
- Train the developed model and run evaluation experiments
- Perform statistical analysis of results and refine models
- Extend ML libraries and frameworks to apply in NLP tasks
- Remain updated in the rapidly changing field of machine learning
Yêu cầu công việc
- Proven experience as an NLP Engineer or similar role;
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling;
- Ability to effectively design software architecture;
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms;
- Knowledge of Java;
- Ability to write robust and testable code;
- Experience with machine learning frameworks (like MALLET or Deeplearning4j);
- An analytical mind with problem-solving abilities;
Ngôn ngữ
-
English
Nói: Intermediate - Đọc: Intermediate - Viết: Intermediate
Yêu cầu kỹ thuật
- Machine Learning
- Big Data
- NLP
- Java
- Algorithm
- Statistics
- Architecture
- Semantic
NĂNG LỰC
- Analytic Skills
- Problem Solving Skills
Thông tin doanh nghiệp
VNDIRECT is one of the very top securities brokerage firms in Vietnam.
Why VNDIRECT?
Established in 2006, we were one of the first in the industry to offer investment and trading services online, and since then has been a leading innovator in the Fintech space.
Our vision is to make financial services more accessible to every Vietnamese, by empowering technology to bring the best financial insights and facilities to the customers in a friendly, affordable manner. We are a company of young and innovative minds who want to learn, create things, and make a positive change in Vietnam. We thrive for consistent service excellence by setting high standards in everything we do. At the same time, we keep our competitive edge by being always open-minded and adaptive to disruptive technological advancements in the industry.