Senior Network Data Analytics

REQUIRED SKILLS AND QUALIFICATIONS:
❖ NETWORK SKILLS
● A basic grasp of networking concepts, like how data moves through networks (OSI model, TCP/IP stack).
● Familiarity with the different types of networks (LAN, WAN, MAN, PAN, etc.) and network topologies (star, mesh, bus, ring, etc.).
● Understanding of network infrastructure components such as routers, switches, and firewalls.
❖ DATA SKILLS
● Data Analysis: Proficient in using statistical tools to analyze network performance data.
● Database Management: Knowledge of SQL or NoSQL databases for storing and retrieving network data.
● Data Visualization: Ability to create clear visual representations of complex network datasets. Experience with data visualization tools, such as ggplot, qplot, matplotlib, etc.
● Big Data Technologies: Familiarity with tools like Hadoop, Spark, or Kafka for handling large-scale network data.
● Data Mining: Skills in extracting valuable insights from large, unstructured sets of network data.
● Data Cleaning: Competence in identifying and correcting errors in network data to ensure accuracy.
❖ AI SKILLS
● Machine Learning: Deep understanding of supervised and unsupervised learning models, neural networks, and reinforcement learning.
● Programming: Experience with common data science toolkits, such as R, Python, MatLab, etc. Excellence in at least one of these is highly desirable.
● Data Modeling: Ability to create data models that can predict network behaviors and identify anomalies.
● Natural Language Processing: Knowledge of NLP for AI interfaces that interact with network users and administrators.
● Computer Vision: Skills in computer vision to interpret network diagrams and data visualizations.
● Algorithm Development: Competence in developing algorithms that can automate network configuration and management tasks.
● Analytics: Strong analytical skills to interpret complex network data and derive actionable insights.
● AI Deployment: Experience in deploying AI models into production environments, understanding containerization and orchestration tools.
● System Integration: Experience in integrating AI technologies with existing network management systems.
● Collaboration and Communication: Ability to explain AI concepts to non-technical stakeholders and work collaboratively with cross-functional teams.
PREFERRED SKILLS AND QUALIFICATIONS
❖ Bachelor/Master/PhD's degree in a relevant technical discipline (Math, Engineering, Computer Science, Statistics, or similar field)
❖ Familiarity with network monitoring and analysis tools.
❖ Knowledge of network security measures and how AI can enhance threat detection and response.
❖ Insights into network performance metrics and how they can be optimized using AI-driven techniques.
BENEFIT
❖ You'll love working in our dynamic environment with >14.000 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...
❖ Attractive sports activities: football, badminton, swimming, table tennis, billiards ...
❖ Being trained by professionals, having many promoting opportunities to become managers in the leading technology groups in Vietnam, with >30,000 people and a professional environment.
❖ Obtaining full legal insurance coverage for yourself and your family with FPT-Care