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Company Introduction
FPT Telecom is one of the top 3 telecommunication and Internet service providers in Vietnam and it's gradually gaining top position in the telecom service providers in South East Asia such as Myanmar, Cambodia and Laos. With 15,000 employees and 59 branches in the country, 8 branches abroad. Major products and services include: Internet, Pay TV, FPT Play, Fshare, Big data, Domain, Email, Web hosting, Data center, ect,. Utilizing talent and developing human resources is a leading objective in FPT Telecom's development strategy. At FPT Telecom you will be working in a dynamic environment, competitive income and growth training programs.
Job Description
We are looking for a data scientist that will help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products.
Your primary focus will be applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products like: build recommendation systems, improve and extend the features used by our existing classifier, build system for automated churn prediction, build cyber security system, automated internet attack (ddos, flood, flux,... attack) detection, NLP learning, text extraction from image, etc
Responsibilities
Selecting features, building and optimizing classifiers using machine learning techniques
Data mining using state-of-the-art methods
Extending company's data with third party sources of information when needed
Enhancing data collection procedures to include information that is relevant for building analytic systems
Processing, cleansing, and verifying the integrity of data used for analysis
Doing ad-hoc analysis and presenting results in a clear manner
Creating automated anomaly detection systems and constant tracking of its performance
Yêu cầu
Skills and Qualifications
Bachelor/Master/PhD's degree in a relevant technical discipline (Math, Engineering, Computer Science, Statistics or similar field)
Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Tree, Random Forests, etc.
Understanding deep learning models, such as simple neural network, CNN, RNN, etc.
Experience with common data science toolkits, such as R, Python, MatLab, etc. Excellence in at least one of these is highly desirable
Familiar with bigdata framework, such as Hadoop, Spark, etc.
Great communication skills
Experience with data visualisation tools, such as ggplot, qplot, matplotlib, etc.
Proficiency in using query languages such as SQL, Hive, etc.
Experience with NoSQL databases, such as MongoDB, Cassandra, HBase, etc.
Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Good scripting and programming skills.
Salary & Benefit
Offer around $700 - $2000 & 15-17 months' wage/year
You'll love working in our dynamic environment with >15.000 young & active employees, Honor & Award for the best employees who have great contribution to the company's success, especially the awards night for 50 best employees each year will be held overseas
Unique culture with many exciting activities: rookie training, 72 hours experience, team building, status quo, village festival ...
Being trained by professionals, having many promoting opportunities to become managers in the leading technology groups in Vietnam, with more than 30,000 people and a professional environment
Obtaining full legal insurance coverage for yourself and your family with FPT-Care
Quyền lợi
Bảo hiểm theo quy định
Du Lịch
Đồng phục
Thưởng
Chăm sóc sức khỏe
Đào tạo
Tăng lương
Công tác phí
Chế độ nghỉ phép
Thông tin khác
Bằng cấp: Đại học
Độ tuổi: Không giới hạn tuổi
Hình thức: Nhân viên chính thức
Thông tin chung
- Ngày hết hạn: 31/07/2019
- Thu nhập: 15,000,000 - 40,000,000 VND