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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Big Data
Rank 58 58 -
Rank change year-on-year
0 -
Permanent jobs citing Big Data 9 14 0
As % of all permanent IT jobs located in Cardiff 1.40% 2.01% -
As % of the Database & Business Intelligence category 5.56% 6.33% -
Number of salaries quoted 9 13 0
Median salary £36,000 £40,000 -
Median salary % change year-on-year
-10.00% -
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
Big Data
South Wales

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
162 221 186
As % of all permanent IT jobs located in Cardiff 25.16% 31.71% 26.76%
Number of salaries quoted 144 174 159
Median salary £37,500 £38,000 £38,783
Median salary % change year-on-year
-1.31% -2.01%
90% offered a salary of more than £22,500 £27,500 £30,000
10% offered a salary of more than £45,000 £52,500 £45,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 30 May 2016.

Big Data Salary Histogram in Cardiff

Big Data
Top 30 Related IT Skills in Cardiff

For the 6 months to 30 May 2016, 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 16 (76.19%) Agile Software Development
2 14 (66.67%) Scrum
2 14 (66.67%) JavaScript
3 12 (57.14%) C#
4 11 (52.38%) Java
4 11 (52.38%) PHP
5 9 (42.86%) SQL
5 9 (42.86%) C++
5 9 (42.86%) Python
6 8 (38.10%) MVC
6 8 (38.10%) TDD
7 6 (28.57%) Ruby
7 6 (28.57%) TOWER Software
7 6 (28.57%) Games
7 6 (28.57%) Computer Science
7 6 (28.57%) Web Services
7 6 (28.57%) OOP
7 6 (28.57%) BDD
7 6 (28.57%) MongoDB
7 6 (28.57%) Node.js
7 6 (28.57%) Amazon Redshift
8 5 (23.81%) HPCC
8 5 (23.81%) SDLC
8 5 (23.81%) OO
8 5 (23.81%) Linux
8 5 (23.81%) MySQL
8 5 (23.81%) ETL
8 5 (23.81%) Zend
8 5 (23.81%) jQuery
8 5 (23.81%) Data Cleansing

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 6 (28.57%) Node.js
2 3 (14.29%) Elasticsearch
2 3 (14.29%) IIS
3 2 (9.52%) Apache Spark
3 2 (9.52%) SAS
Applications
1 3 (14.29%) MS Excel
2 1 (4.76%) SPSS
Cloud Services
1 1 (4.76%) Amazon AWS
1 1 (4.76%) Cloud Computing
1 1 (4.76%) Microsoft Azure
Communications & Networking
1 2 (9.52%) Internet
Database & Business Intelligence
1 6 (28.57%) Amazon Redshift
1 6 (28.57%) MongoDB
2 5 (23.81%) Hadoop
2 5 (23.81%) HPCC
2 5 (23.81%) MySQL
3 2 (9.52%) Data Mining
3 2 (9.52%) NoSQL
4 1 (4.76%) Relational Database
Development Applications
1 3 (14.29%) Team Foundation Server
2 1 (4.76%) Git (software)
General
1 6 (28.57%) Games
Job Titles
1 12 (57.14%) Developer
2 6 (28.57%) Software Developer
3 5 (23.81%) PHP Developer
4 2 (9.52%) Architect
4 2 (9.52%) Big Data Architect
4 2 (9.52%) Data Architect
4 2 (9.52%) Data Scientist
4 2 (9.52%) Lead Architect
4 2 (9.52%) Lead Data Architect
4 2 (9.52%) Lead Software Architect
4 2 (9.52%) Scrum Master
4 2 (9.52%) Software Architect
4 2 (9.52%) Software Engineer
4 2 (9.52%) Storage Architect
5 1 (4.76%) Agile Developer
5 1 (4.76%) Analyst
5 1 (4.76%) Big Data Engineer
5 1 (4.76%) Big Data Manager
5 1 (4.76%) Data Engineer
5 1 (4.76%) Delivery Manager
Libraries, Frameworks & Software Standards
1 6 (28.57%) Web Services
2 5 (23.81%) jQuery
3 3 (14.29%) .NET
3 3 (14.29%) ASP.NET
3 3 (14.29%) ASP.NET Web Forms
3 3 (14.29%) CSS
3 3 (14.29%) HTML
3 3 (14.29%) WCF
3 3 (14.29%) XML
4 2 (9.52%) Lucene
Miscellaneous
1 6 (28.57%) Computer Science
2 3 (14.29%) Data Integration
2 3 (14.29%) User Experience
3 2 (9.52%) Analytical Skills
3 2 (9.52%) Internet of Things
3 2 (9.52%) Streaming Video
4 1 (4.76%) Statistics
Operating Systems
1 5 (23.81%) Linux
Processes & Methodologies
1 16 (76.19%) Agile Software Development
2 14 (66.67%) Scrum
3 8 (38.10%) MVC
3 8 (38.10%) TDD
4 6 (28.57%) BDD
4 6 (28.57%) OOP
5 5 (23.81%) Data Cleansing
5 5 (23.81%) ETL
5 5 (23.81%) OO
5 5 (23.81%) SDLC
5 5 (23.81%) Systems Analysis
6 4 (19.05%) Analytics
6 4 (19.05%) Data Analysis
7 3 (14.29%) DevOps
7 3 (14.29%) Open Source
8 2 (9.52%) Data Modelling
8 2 (9.52%) Performance Testing
8 2 (9.52%) Project Management
8 2 (9.52%) Project Planning
8 2 (9.52%) Software Engineering
Programming Languages
1 14 (66.67%) JavaScript
2 12 (57.14%) C#
3 11 (52.38%) Java
3 11 (52.38%) PHP
4 9 (42.86%) C++
4 9 (42.86%) Python
4 9 (42.86%) SQL
5 6 (28.57%) Ruby
6 3 (14.29%) Scala
7 1 (4.76%) MATLAB
Qualifications
1 1 (4.76%) Degree
Vendors
1 6 (28.57%) TOWER Software
2 5 (23.81%) Zend
3 4 (19.05%) Microsoft
Cardiff, South Glamorgan
IntaPeople
Salary: £25000 - £45000 per annum
Posted: 3 days ago
Cardiff, South Glamorgan
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £40000 per annum + benefits
Posted: 6 days ago