The following table provides summary statistics for permanent job vacancies advertised in Newport with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
South Wales / Newport
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 23 29 -
Rank change year-on-year +6 -  
Permanent jobs citing Big Data 1 4 0
As % of all permanent IT jobs advertised in Newport 0.85% 2.12% -
As % of the Database & Business Intelligence category 3.85% 9.09% -
Number of salaries quoted 1 1 0
Median salary £49,700 £55,000 -
Median salary % change year-on-year -9.63% -  
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Newport with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Newport
Permanent job vacancies with a requirement for database and business intelligence skills 26 44 59
As % of all permanent IT job vacancies advertised in Newport 22.03% 23.28% 30.41%
Number of salaries quoted 25 41 58
Median salary £34,174 £45,000 £36,000
Median salary % change year-on-year -24.05% +25.00%  
90% offered a salary of more than £30,150 £37,273 £31,500
10% offered a salary of more than £49,970 £37,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Newport

The job posting trend of jobs advertised in Newport citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Newport

Big Data
Salary Trend in Newport

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in Newport.

Salary trend for Big Data in Newport

For the 6 months to 25 June 2017, IT jobs citing Big Data also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Newport region with a requirement for Big Data.

1 3 (75.00%) Python
2 2 (50.00%) Java
2 2 (50.00%) Data Management
2 2 (50.00%) Statistics
3 1 (25.00%) WebSphere
3 1 (25.00%) Degree
3 1 (25.00%) Mathematics
3 1 (25.00%) Physics
3 1 (25.00%) Chemistry
3 1 (25.00%) Computer Science
3 1 (25.00%) Data Architecture
3 1 (25.00%) Scala
3 1 (25.00%) Visualisation
3 1 (25.00%) Microsoft Azure
3 1 (25.00%) Amazon AWS
3 1 (25.00%) Pattern Recognition
3 1 (25.00%) Apache Hive
3 1 (25.00%) MongoDB
3 1 (25.00%) NoSQL
3 1 (25.00%) R
3 1 (25.00%) Data Visualisation
3 1 (25.00%) REST
3 1 (25.00%) Natural Language Processing
3 1 (25.00%) Machine Learning
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Data Analytics
3 1 (25.00%) Analytics
3 1 (25.00%) Sqoop
3 1 (25.00%) Jenkins
3 1 (25.00%) Metadata Management

Big Data
Co-occurring IT Skills in Newport by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (25.00%) Apache Spark
1 1 (25.00%) Tomcat
1 1 (25.00%) WebSphere
Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 1 (25.00%) Apache Hive
1 1 (25.00%) Data Mining
1 1 (25.00%) MongoDB
1 1 (25.00%) NoSQL
1 1 (25.00%) Relational Database
1 1 (25.00%) Sqoop
Development Applications
1 1 (25.00%) Ant
1 1 (25.00%) Eclipse
1 1 (25.00%) Jenkins
1 1 (25.00%) Maven
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) Architect
2 1 (25.00%) Data Scientist
2 1 (25.00%) IT Architect
2 1 (25.00%) Java Developer
2 1 (25.00%) Lead Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) EJB
1 1 (25.00%) Hibernate
1 1 (25.00%) J2EE
1 1 (25.00%) JDBC
1 1 (25.00%) JMS
1 1 (25.00%) JSP
1 1 (25.00%) Middleware
1 1 (25.00%) Natural Language Processing
1 1 (25.00%) REST
1 1 (25.00%) Servlets
1 1 (25.00%) SOAP
1 1 (25.00%) Spring
1 1 (25.00%) Struts
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Computer Science
Operating Systems
1 1 (25.00%) Unix
Processes & Methodologies
1 2 (50.00%) Data Management
1 2 (50.00%) Statistics
2 1 (25.00%) Analytics
2 1 (25.00%) Artificial Intelligence
2 1 (25.00%) Chemistry
2 1 (25.00%) Data Analysis
2 1 (25.00%) Data Analytics
2 1 (25.00%) Data Architecture
2 1 (25.00%) Data Engineering
2 1 (25.00%) Data Modelling
2 1 (25.00%) Data Visualisation
2 1 (25.00%) Machine Learning
2 1 (25.00%) Mathematics
2 1 (25.00%) Metadata Management
2 1 (25.00%) Pattern Recognition
2 1 (25.00%) Physics
2 1 (25.00%) Predictive Analysis
2 1 (25.00%) Statistical Analysis
2 1 (25.00%) Statistical Modelling
2 1 (25.00%) Visualisation
Programming Languages
1 3 (75.00%) Python
2 2 (50.00%) Java
3 1 (25.00%) JavaScript
3 1 (25.00%) R
3 1 (25.00%) Ruby
3 1 (25.00%) Scala
3 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) PhD
System Software
1 1 (25.00%) HDFS