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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 49 65 56
Rank change year-on-year
+16 -9
Permanent jobs citing Big Data 22 9 7
As % of all permanent IT jobs located in Cardiff 3.31% 1.31% 1.18%
As % of the Database & Business Intelligence category 10.33% 4.33% 4.17%
Number of salaries quoted 21 7 7
Median salary £50,000 £40,000 £35,000
Median salary % change year-on-year
+25.00% +14.28%
90% offered a salary of more than £36,000 £35,600 £26,500
10% offered a salary of more than £80,000 £43,500 £47,500
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
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
213 208 168
As % of all permanent IT jobs located in Cardiff 32.03% 30.28% 28.38%
Number of salaries quoted 201 182 156
Median salary £40,000 £35,000 £35,000
Median salary % change year-on-year
+14.28% -
90% offered a salary of more than £26,000 £25,500 £28,500
10% offered a salary of more than £60,000 £42,500 £46,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 8 December 2016.

Big Data Salary Histogram in Cardiff

Big Data
Top 30 Related IT Skills in Cardiff

For the 6 months to 8 December 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 21 (67.74%) Hadoop
2 14 (45.16%) Elasticsearch
2 14 (45.16%) Apache Spark
3 13 (41.94%) JavaScript
3 13 (41.94%) Agile Software Development
4 12 (38.71%) MVC
4 12 (38.71%) Scala
5 11 (35.48%) Scrum
5 11 (35.48%) Java
6 10 (32.26%) C#
6 10 (32.26%) SQL
6 10 (32.26%) Python
6 10 (32.26%) Microsoft
7 9 (29.03%) HTML
7 9 (29.03%) CSS
7 9 (29.03%) NoSQL
7 9 (29.03%) Computer Science
8 8 (25.81%) QA
8 8 (25.81%) Amazon AWS
8 8 (25.81%) Open Source
8 8 (25.81%) HDFS
8 8 (25.81%) Apache Hive
8 8 (25.81%) HBase
8 8 (25.81%) .NET
8 8 (25.81%) MS Excel
8 8 (25.81%) TDD
9 7 (22.58%) ASP.NET
9 7 (22.58%) Finance
9 7 (22.58%) Web Services
9 7 (22.58%) Microsoft Azure

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 14 (45.16%) Apache Spark
1 14 (45.16%) Elasticsearch
2 6 (19.35%) Apache Pig
2 6 (19.35%) Cloud Foundry
3 5 (16.13%) IIS
4 2 (6.45%) Oracle Workflow
Applications
1 8 (25.81%) MS Excel
2 2 (6.45%) MS Office
Cloud Services
1 8 (25.81%) Amazon AWS
2 7 (22.58%) Microsoft Azure
3 2 (6.45%) Cloud Computing
Communications & Networking
1 2 (6.45%) HTTP
Database & Business Intelligence
1 21 (67.74%) Hadoop
2 9 (29.03%) NoSQL
3 8 (25.81%) Apache Hive
3 8 (25.81%) HBase
4 6 (19.35%) Apache Cassandra
4 6 (19.35%) MongoDB
4 6 (19.35%) Sqoop
5 4 (12.90%) Data Warehouse
5 4 (12.90%) Mahout
5 4 (12.90%) MySQL
5 4 (12.90%) Pentaho
6 3 (9.68%) Data Lake
6 3 (9.68%) HPCC
7 2 (6.45%) Oracle Database
7 2 (6.45%) Presto
7 2 (6.45%) RDBMS
7 2 (6.45%) Relational Database
7 2 (6.45%) SQL Server
8 1 (3.23%) Microsoft Analysis Services
8 1 (3.23%) SQL Server Reporting Services
Development Applications
1 7 (22.58%) Selenium
2 5 (16.13%) Team Foundation Server
3 3 (9.68%) Git (software)
4 1 (3.23%) JUnit
General
1 7 (22.58%) Finance
2 1 (3.23%) Advertising
2 1 (3.23%) Marketing
Job Titles
1 11 (35.48%) Developer
2 8 (25.81%) Big Data Engineer
3 6 (19.35%) Java Engineer
3 6 (19.35%) Java Software Engineer
3 6 (19.35%) Senior Java Engineer
3 6 (19.35%) Senior Java Software Engineer
3 6 (19.35%) Senior Software Engineer
3 6 (19.35%) Software Engineer
4 4 (12.90%) Data Scientist
5 3 (9.68%) .NET Developer
5 3 (9.68%) Machine Learning Scientist
5 3 (9.68%) PHP Developer
5 3 (9.68%) Scrum Master
6 2 (6.45%) Analyst
6 2 (6.45%) Big Data Analyst
6 2 (6.45%) Data Architect
6 2 (6.45%) Data Engineer
6 2 (6.45%) Hadoop Engineer
6 2 (6.45%) Senior Analyst
6 2 (6.45%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (29.03%) CSS
1 9 (29.03%) HTML
2 8 (25.81%) .NET
3 7 (22.58%) ASP.NET
3 7 (22.58%) Web Services
4 6 (19.35%) WCF
5 5 (16.13%) ASP.NET Web Forms
5 5 (16.13%) XML
6 4 (12.90%) AngularJS
6 4 (12.90%) CSS3
6 4 (12.90%) HTML5
6 4 (12.90%) jQuery
7 3 (9.68%) JSON
7 3 (9.68%) Node.js
7 3 (9.68%) Vue.js
8 2 (6.45%) REST
8 2 (6.45%) RESTful
8 2 (6.45%) SOAP
9 1 (3.23%) Behat
9 1 (3.23%) LAMP
Miscellaneous
1 9 (29.03%) Computer Science
2 4 (12.90%) Algorithms
3 2 (6.45%) Analytical Skills
3 2 (6.45%) Data Integration
3 2 (6.45%) Mathematics
3 2 (6.45%) Social Media
4 1 (3.23%) AS400
Operating Systems
1 6 (19.35%) Linux
2 2 (6.45%) Unix
Processes & Methodologies
1 13 (41.94%) Agile Software Development
2 12 (38.71%) MVC
3 11 (35.48%) Scrum
4 8 (25.81%) Open Source
4 8 (25.81%) TDD
5 6 (19.35%) BDD
5 6 (19.35%) Software Engineering
6 5 (16.13%) Analytics
6 5 (16.13%) Data Cleansing
6 5 (16.13%) ETL
7 4 (12.90%) Business Intelligence
7 4 (12.90%) Data Analysis
7 4 (12.90%) Machine Learning
7 4 (12.90%) SDLC
7 4 (12.90%) Statistical Learning
7 4 (12.90%) Statistical Modelling
8 3 (9.68%) OO
8 3 (9.68%) Systems Analysis
9 2 (6.45%) Data Modelling
9 2 (6.45%) Workflow
Programming Languages
1 13 (41.94%) JavaScript
2 12 (38.71%) Scala
3 11 (35.48%) Java
4 10 (32.26%) C#
4 10 (32.26%) Python
4 10 (32.26%) SQL
5 6 (19.35%) Go
5 6 (19.35%) Ruby
6 4 (12.90%) R
7 3 (9.68%) PHP
8 1 (3.23%) C
8 1 (3.23%) T-SQL
Qualifications
1 6 (19.35%) Degree
Quality Assurance & Compliance
1 8 (25.81%) QA
System Software
1 8 (25.81%) HDFS
Systems Management
1 1 (3.23%) Opscode Chef
Vendors
1 10 (32.26%) Microsoft
2 6 (19.35%) Cloudera
2 6 (19.35%) Hortonworks
3 3 (9.68%) Zend
4 2 (6.45%) Oracle
5 1 (3.23%) Cognos
5 1 (3.23%) Informatica
5 1 (3.23%) MicroStrategy
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 3 days ago