FPT Telecom

Tóm tắt công việc

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

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