The table below looks at the statistics for Analytics skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Analytics
South Wales / Cardiff
Rank 46 64 60
Rank change year-on-year
+18 -4
Permanent jobs citing Analytics 12 12 12
As % of all permanent IT jobs located in Cardiff 2.30% 1.63% 1.75%
As % of the Processes & Methodologies category 2.56% 1.95% 2.06%
Number of salaries quoted 12 11 10
Median salary £40,000 £45,000 £31,500
Median salary % change year-on-year
-11.11% +42.85%
90% offered a salary of more than £37,500 £32,500 £21,000
10% offered a salary of more than £60,750 £45,000 £55,000
UK excluding London median salary £45,000 £45,500 £44,000
% change year-on-year
-1.09% +3.40%

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

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
468 614 582
As % of all permanent IT jobs located in Cardiff 89.66% 83.65% 84.72%
Number of salaries quoted 425 509 505
Median salary £40,000 £36,500 £35,000
Median salary % change year-on-year
+9.58% +4.28%
90% offered a salary of more than £27,550 £26,500 £26,000
10% offered a salary of more than £54,000 £50,000 £51,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in Cardiff

Analytics
Salary Trend in Cardiff

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

Analytics Salary Trend in Cardiff

Analytics
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Analytics across the Cardiff region over the 3 months to 28 February 2017.

Analytics Salary Histogram in Cardiff

Analytics
Top 30 Related IT Skills in Cardiff

For the 6 months to 28 February 2017, IT jobs citing Analytics 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 Analytics.

1 13 (54.17%) Finance
2 12 (50.00%) Agile Software Development
3 9 (37.50%) Business Intelligence
4 8 (33.33%) SQL
5 7 (29.17%) Python
5 7 (29.17%) Google
6 6 (25.00%) Advertising
6 6 (25.00%) SQL Server
6 6 (25.00%) Microsoft
6 6 (25.00%) Google Analytics
6 6 (25.00%) Hadoop
6 6 (25.00%) Apache Spark
7 5 (20.83%) Algorithms
7 5 (20.83%) Mentoring
7 5 (20.83%) Data Analytics
7 5 (20.83%) SQL Server Analysis Services
7 5 (20.83%) Waterfall
7 5 (20.83%) Machine Learning
7 5 (20.83%) T-SQL
7 5 (20.83%) SQL Server Reporting Services
8 4 (16.67%) Data Analysis
8 4 (16.67%) Marketing
8 4 (16.67%) HTML
8 4 (16.67%) JavaScript
8 4 (16.67%) CRM
8 4 (16.67%) Apache Hive
8 4 (16.67%) Scala
8 4 (16.67%) Apache Pig
8 4 (16.67%) User Experience
9 3 (12.50%) Analytical Skills

Analytics
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 (25.00%) Apache Spark
2 4 (16.67%) Apache Pig
3 2 (8.33%) Elasticsearch
Applications
1 1 (4.17%) MS Excel
Cloud Services
1 6 (25.00%) Google Analytics
2 2 (8.33%) Amazon AWS
Communications & Networking
1 1 (4.17%) FTP
1 1 (4.17%) HTTP
Database & Business Intelligence
1 6 (25.00%) Hadoop
1 6 (25.00%) SQL Server
2 5 (20.83%) SQL Server Analysis Services
2 5 (20.83%) SQL Server Reporting Services
3 4 (16.67%) Apache Hive
4 3 (12.50%) Big Data
4 3 (12.50%) Mahout
5 2 (8.33%) Data Warehouse
5 2 (8.33%) Neo4j
5 2 (8.33%) NoSQL
5 2 (8.33%) PostgreSQL
6 1 (4.17%) Data Lake
6 1 (4.17%) HBase
6 1 (4.17%) Oracle Database
6 1 (4.17%) Presto
6 1 (4.17%) RDBMS
6 1 (4.17%) Relational Database
Development Applications
1 1 (4.17%) Team Foundation Server
General
1 13 (54.17%) Finance
2 6 (25.00%) Advertising
3 4 (16.67%) Marketing
4 3 (12.50%) Retail
5 2 (8.33%) Games
5 2 (8.33%) Multimedia
6 1 (4.17%) Legal
Job Titles
1 5 (20.83%) Business Consultant
1 5 (20.83%) Business Intelligence Consultant
1 5 (20.83%) Consultant
1 5 (20.83%) Data Scientist
2 4 (16.67%) Developer
3 3 (12.50%) Digital Marketing Manager
3 3 (12.50%) Machine Learning Scientist
3 3 (12.50%) Marketing Manager
4 2 (8.33%) Junior
4 2 (8.33%) Junior Developer
4 2 (8.33%) Product Manager
4 2 (8.33%) SEO Specialist
5 1 (4.17%) Analyst
5 1 (4.17%) Business Analyst
5 1 (4.17%) Front End Developer (Client-Side Developer)
5 1 (4.17%) Product Owner
5 1 (4.17%) Senior Developer
5 1 (4.17%) Senior SQL Developer
5 1 (4.17%) Software Engineer
5 1 (4.17%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (16.67%) HTML
2 3 (12.50%) XML
3 2 (8.33%) CSS
3 2 (8.33%) Django
3 2 (8.33%) Natural Language Processing
3 2 (8.33%) Web Services
4 1 (4.17%) AngularJS
4 1 (4.17%) CSS3
4 1 (4.17%) Elastic Stack
4 1 (4.17%) Ember.js
4 1 (4.17%) HTML5
4 1 (4.17%) jQuery
4 1 (4.17%) JSON
4 1 (4.17%) Node.js
4 1 (4.17%) React
4 1 (4.17%) REST
4 1 (4.17%) RESTful
4 1 (4.17%) SOAP
4 1 (4.17%) Twitter Bootstrap
4 1 (4.17%) Vue.js
Miscellaneous
1 5 (20.83%) Algorithms
2 4 (16.67%) User Experience
3 3 (12.50%) Analytical Skills
Operating Systems
1 1 (4.17%) Unix
Processes & Methodologies
1 12 (50.00%) Agile Software Development
2 9 (37.50%) Business Intelligence
3 5 (20.83%) Data Analytics
3 5 (20.83%) Machine Learning
3 5 (20.83%) Mentoring
3 5 (20.83%) Waterfall
4 4 (16.67%) CRM
4 4 (16.67%) Data Analysis
5 3 (12.50%) Data Engineering
5 3 (12.50%) Data Visualisation
5 3 (12.50%) Digital Marketing
5 3 (12.50%) E-Commerce
5 3 (12.50%) ETL
5 3 (12.50%) Pay per click
5 3 (12.50%) Statistical Learning
5 3 (12.50%) Statistical Modelling
5 3 (12.50%) Visualisation
6 2 (8.33%) A/B Testing
6 2 (8.33%) Digital Analytics
6 2 (8.33%) Random Forest
Programming Languages
1 8 (33.33%) SQL
2 7 (29.17%) Python
3 5 (20.83%) T-SQL
4 4 (16.67%) JavaScript
4 4 (16.67%) Scala
5 3 (12.50%) R
6 1 (4.17%) C#
6 1 (4.17%) Java
6 1 (4.17%) PHP
6 1 (4.17%) Ruby
Qualifications
1 2 (8.33%) Degree
1 2 (8.33%) Postgraduate
System Software
1 2 (8.33%) HDFS
Systems Management
1 1 (4.17%) Kibana
1 1 (4.17%) logstash
Vendors
1 7 (29.17%) Google
2 6 (25.00%) Microsoft
3 3 (12.50%) Adobe
3 3 (12.50%) Omniture
4 1 (4.17%) Facebook
4 1 (4.17%) Oracle
4 1 (4.17%) Tableau
4 1 (4.17%) Twitter
Cardiff, South Glamorgan
Randstad Technologies
Salary: £45000.00 - £70000.00 per annum
Posted: Yesterday
Cardiff, South Glamorgan
The Little Black Book Agency
Posted: 13 days ago