The table below looks at the statistics for Big Data skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Big Data
South Wales / Cardiff
Rank 47 65 68
Rank change year-on-year
+18 +3
Permanent jobs citing Big Data 16 12 6
As % of all permanent IT jobs located in Cardiff 3.05% 1.64% 0.86%
As % of the Database & Business Intelligence category 9.52% 5.74% 2.86%
Number of salaries quoted 15 11 6
Median salary £40,000 £36,000 £46,250
Median salary % change year-on-year
+11.11% -22.16%
90% offered a salary of more than £27,100 £32,500 £36,750
10% offered a salary of more than £47,500 £55,000 £48,750
UK excluding London median salary £55,000 £50,000 £52,000
% change year-on-year
+10.00% -3.84%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cardiff region.

Database & Business Intelligence Category
Cardiff
Permanent IT job ads with a match in the
Database & Business Intelligence category
168 209 210
As % of all permanent IT jobs located in Cardiff 32.06% 28.51% 30.13%
Number of salaries quoted 151 177 180
Median salary £35,000 £37,500 £37,500
Median salary % change year-on-year
-6.66% -
90% offered a salary of more than £27,500 £29,000 £27,000
10% offered a salary of more than £46,000 £45,000 £47,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Cardiff

Big Data
Salary Trend in Cardiff

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

Big Data Salary Trend in Cardiff

Big Data
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Big Data across the Cardiff region over the 3 months to 27 February 2017.

Big Data Salary Histogram in Cardiff

Big Data
Top 30 Related IT Skills in Cardiff

For the 6 months to 27 February 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 Cardiff region with a requirement for Big Data.

1 20 (54.05%) JavaScript
2 19 (51.35%) Agile Software Development
2 19 (51.35%) Elasticsearch
3 18 (48.65%) Hadoop
4 16 (43.24%) Amazon AWS
5 15 (40.54%) Apache Spark
6 14 (37.84%) Scrum
7 13 (35.14%) MVC
7 13 (35.14%) HTML
7 13 (35.14%) CSS
8 12 (32.43%) Web Services
8 12 (32.43%) Python
8 12 (32.43%) C#
8 12 (32.43%) SQL
8 12 (32.43%) .NET
8 12 (32.43%) Microsoft
8 12 (32.43%) TDD
8 12 (32.43%) AngularJS
9 11 (29.73%) Microsoft Azure
9 11 (29.73%) NoSQL
10 10 (27.03%) CSS3
10 10 (27.03%) Open Source
10 10 (27.03%) HTML5
10 10 (27.03%) Computer Science
10 10 (27.03%) Java
10 10 (27.03%) MS Excel
10 10 (27.03%) Apache Cassandra
11 9 (24.32%) Scala
11 9 (24.32%) MongoDB
11 9 (24.32%) Node.js

Big Data
Top Related IT Skills in Cardiff 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 19 (51.35%) Elasticsearch
2 15 (40.54%) Apache Spark
3 6 (16.22%) Cloud Foundry
4 5 (13.51%) Apache Pig
5 3 (8.11%) CMS
5 3 (8.11%) Umbraco
6 2 (5.41%) Oracle Workflow
7 1 (2.70%) IIS
7 1 (2.70%) Tomcat
7 1 (2.70%) WebSphere
Applications
1 10 (27.03%) MS Excel
Cloud Services
1 16 (43.24%) Amazon AWS
2 11 (29.73%) Microsoft Azure
Communications & Networking
1 6 (16.22%) HTTP
Database & Business Intelligence
1 18 (48.65%) Hadoop
2 11 (29.73%) NoSQL
3 10 (27.03%) Apache Cassandra
4 9 (24.32%) MongoDB
5 8 (21.62%) HBase
5 8 (21.62%) SQL Server
6 6 (16.22%) Sqoop
7 5 (13.51%) Apache Hive
7 5 (13.51%) Data Warehouse
8 4 (10.81%) Data Lake
8 4 (10.81%) HPCC
8 4 (10.81%) MySQL
9 3 (8.11%) Mahout
10 2 (5.41%) Oracle Database
10 2 (5.41%) Pentaho
10 2 (5.41%) Presto
10 2 (5.41%) RDBMS
10 2 (5.41%) Relational Database
10 2 (5.41%) SQL Server 2012
10 2 (5.41%) SQL Server Reporting Services
Development Applications
1 6 (16.22%) Selenium
2 1 (2.70%) Ant
2 1 (2.70%) Eclipse
2 1 (2.70%) Jenkins
2 1 (2.70%) Maven
2 1 (2.70%) Team Foundation Server
General
1 6 (16.22%) Finance
2 1 (2.70%) Advertising
2 1 (2.70%) Marketing
Job Titles
1 20 (54.05%) Developer
2 8 (21.62%) Big Data Engineer
3 6 (16.22%) .NET Developer
3 6 (16.22%) Java Engineer
3 6 (16.22%) Java Software Engineer
3 6 (16.22%) Senior Java Engineer
3 6 (16.22%) Senior Java Software Engineer
3 6 (16.22%) Senior Software Engineer
3 6 (16.22%) Software Engineer
4 4 (10.81%) PHP Developer
4 4 (10.81%) Senior Developer
5 3 (8.11%) Architect
5 3 (8.11%) Data Architect
5 3 (8.11%) Data Scientist
5 3 (8.11%) Full Stack Developer
5 3 (8.11%) Java Developer
5 3 (8.11%) Junior
5 3 (8.11%) Junior Developer
5 3 (8.11%) Machine Learning Scientist
5 3 (8.11%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 13 (35.14%) CSS
1 13 (35.14%) HTML
2 12 (32.43%) .NET
2 12 (32.43%) AngularJS
2 12 (32.43%) Web Services
3 10 (27.03%) CSS3
3 10 (27.03%) HTML5
4 9 (24.32%) Node.js
5 8 (21.62%) ASP.NET
6 7 (18.92%) REST
6 7 (18.92%) Vue.js
7 6 (16.22%) JSON
8 4 (10.81%) .NET Framework
8 4 (10.81%) ASP.NET Web API
8 4 (10.81%) Entity Framework
8 4 (10.81%) jQuery
8 4 (10.81%) WCF
9 3 (8.11%) SOAP
10 2 (5.41%) Java EE
10 2 (5.41%) RESTful
Miscellaneous
1 10 (27.03%) Computer Science
2 3 (8.11%) Algorithms
3 1 (2.70%) AS400
3 1 (2.70%) Social Media
Operating Systems
1 7 (18.92%) Linux
2 2 (5.41%) Unix
Processes & Methodologies
1 19 (51.35%) Agile Software Development
2 14 (37.84%) Scrum
3 13 (35.14%) MVC
4 12 (32.43%) TDD
5 10 (27.03%) Open Source
6 8 (21.62%) Software Engineering
7 6 (16.22%) BDD
7 6 (16.22%) ETL
7 6 (16.22%) Mathematics
8 5 (13.51%) Data Cleansing
9 4 (10.81%) Business Intelligence
9 4 (10.81%) OO
9 4 (10.81%) SDLC
9 4 (10.81%) Systems Analysis
10 3 (8.11%) Analytics
10 3 (8.11%) Data Analysis
10 3 (8.11%) Machine Learning
10 3 (8.11%) Statistical Learning
10 3 (8.11%) Statistical Modelling
10 3 (8.11%) Unit Testing
Programming Languages
1 20 (54.05%) JavaScript
2 12 (32.43%) C#
2 12 (32.43%) Python
2 12 (32.43%) SQL
3 10 (27.03%) Java
4 9 (24.32%) Scala
5 6 (16.22%) Go
5 6 (16.22%) Ruby
6 4 (10.81%) PHP
6 4 (10.81%) R
7 3 (8.11%) TypeScript
8 2 (5.41%) C++
8 2 (5.41%) Perl
9 1 (2.70%) C
9 1 (2.70%) T-SQL
Qualifications
1 6 (16.22%) Degree
Quality Assurance & Compliance
1 6 (16.22%) QA
System Software
1 8 (21.62%) HDFS
2 3 (8.11%) Docker
Vendors
1 12 (32.43%) Microsoft
2 6 (16.22%) Cloudera
2 6 (16.22%) Hortonworks
3 4 (10.81%) Zend
4 2 (5.41%) Oracle
5 1 (2.70%) Cognos
5 1 (2.70%) Informatica
5 1 (2.70%) MicroStrategy
5 1 (2.70%) Tableau
Cardiff, South Glamorgan
CPS Group UK
Posted: 14 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £20000 - £25000 per annum
Posted: 5 days ago
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Salary: Up to £35,000 per annum plus package
Posted: 11 days ago