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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Big Data
South Wales / Newport
Rank 33 33 37
Rank change year-on-year 0 +4  
Permanent jobs citing Big Data 3 3 1
As % of all permanent IT jobs advertised in Newport 1.68% 1.21% 0.50%
As % of the Database & Business Intelligence category 4.62% 6.38% 1.45%
Number of salaries quoted 3 1 0
Median salary £52,500 £47,500 -
Median salary % change year-on-year +10.52% -  
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

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 65 47 69
As % of all permanent IT job vacancies advertised in Newport 36.31% 19.03% 34.50%
Number of salaries quoted 59 44 68
Median salary £45,000 £42,500 £37,000
Median salary % change year-on-year +5.88% +14.86%  
90% offered a salary of more than £30,000 £36,388 £32,500
10% offered a salary of more than £47,750 £42,950 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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

Big Data
Salary Histogram in Newport

The salary distribution of IT jobs citing Big Data in Newport over the 3 months to 25 March 2017.

Salary histogram for Big Data in Newport

Big Data
Top 30 Related IT Skills in Newport

For the 6 months to 25 March 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 9 (56.25%) Python
2 8 (50.00%) Java
3 7 (43.75%) TDD
3 7 (43.75%) Ruby
3 7 (43.75%) Statistics
3 7 (43.75%) Scala
3 7 (43.75%) Hadoop
3 7 (43.75%) Microsoft Azure
3 7 (43.75%) Amazon AWS
3 7 (43.75%) QA
3 7 (43.75%) BDD
3 7 (43.75%) MongoDB
3 7 (43.75%) Sqoop
3 7 (43.75%) HDFS
3 7 (43.75%) Apache Spark
4 6 (37.50%) Elasticsearch
4 6 (37.50%) Go
4 6 (37.50%) Cloud Foundry
4 6 (37.50%) HBase
4 6 (37.50%) Hortonworks
4 6 (37.50%) Cloudera
4 6 (37.50%) Apache Cassandra
4 6 (37.50%) NoSQL
4 6 (37.50%) Information Assurance
4 6 (37.50%) Selenium
4 6 (37.50%) Time Management
4 6 (37.50%) Security Architecture
4 6 (37.50%) Enterprise Architecture
4 6 (37.50%) Software Engineering
5 4 (25.00%) Degree

Big Data
Top Related 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 7 (43.75%) Apache Spark
2 6 (37.50%) Cloud Foundry
2 6 (37.50%) Elasticsearch
3 1 (6.25%) Tomcat
3 1 (6.25%) WebSphere
Cloud Services
1 7 (43.75%) Amazon AWS
1 7 (43.75%) Microsoft Azure
Database & Business Intelligence
1 7 (43.75%) Hadoop
1 7 (43.75%) MongoDB
1 7 (43.75%) Sqoop
2 6 (37.50%) Apache Cassandra
2 6 (37.50%) HBase
2 6 (37.50%) NoSQL
3 1 (6.25%) Apache Hive
3 1 (6.25%) PostgreSQL
Development Applications
1 6 (37.50%) Selenium
2 1 (6.25%) Ant
2 1 (6.25%) Eclipse
2 1 (6.25%) Jenkins
2 1 (6.25%) Maven
Job Titles
1 7 (43.75%) Architect
2 6 (37.50%) Big Data Engineer
2 6 (37.50%) Java Engineer
2 6 (37.50%) Java Software Engineer
2 6 (37.50%) Security Architect
2 6 (37.50%) Senior Architect
2 6 (37.50%) Senior Java Engineer
2 6 (37.50%) Senior Java Software Engineer
2 6 (37.50%) Senior Security Architect
2 6 (37.50%) Senior Software Engineer
2 6 (37.50%) Software Engineer
3 3 (18.75%) Developer
4 1 (6.25%) IT Architect
4 1 (6.25%) Java Developer
4 1 (6.25%) Lead Developer
4 1 (6.25%) Python Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) Django
1 1 (6.25%) EJB
1 1 (6.25%) Hibernate
1 1 (6.25%) J2EE
1 1 (6.25%) JDBC
1 1 (6.25%) JMS
1 1 (6.25%) JSP
1 1 (6.25%) Middleware
1 1 (6.25%) Node.js
1 1 (6.25%) REST
1 1 (6.25%) Servlets
1 1 (6.25%) SOAP
1 1 (6.25%) Spring
1 1 (6.25%) Struts
Miscellaneous
1 4 (25.00%) Computer Science
Operating Systems
1 1 (6.25%) Unix
Processes & Methodologies
1 7 (43.75%) BDD
1 7 (43.75%) Statistics
1 7 (43.75%) TDD
2 6 (37.50%) Enterprise Architecture
2 6 (37.50%) Information Assurance
2 6 (37.50%) Security Architecture
2 6 (37.50%) Software Engineering
2 6 (37.50%) Time Management
3 1 (6.25%) Agile Software Development
3 1 (6.25%) Data Architecture
3 1 (6.25%) Data Management
Programming Languages
1 9 (56.25%) Python
2 8 (50.00%) Java
3 7 (43.75%) Ruby
3 7 (43.75%) Scala
4 6 (37.50%) Go
5 1 (6.25%) JavaScript
Qualifications
1 4 (25.00%) Degree
Quality Assurance & Compliance
1 7 (43.75%) QA
System Software
1 7 (43.75%) HDFS
Vendors
1 6 (37.50%) Cloudera
1 6 (37.50%) Hortonworks