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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Analytics
South Wales / Cardiff
Rank 54 65 58
Rank change year-on-year
+11 -7
Permanent jobs citing Analytics 12 8 13
As % of all permanent IT jobs located in Cardiff 2.05% 1.22% 1.98%
As % of the Processes & Methodologies category 2.29% 1.44% 2.39%
Number of salaries quoted 12 8 11
Median salary £45,000 £45,000 £30,500
Median salary % change year-on-year
- +47.54%
90% offered a salary of more than £40,000 £29,200 £26,855
10% offered a salary of more than £62,250 £47,250 £35,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
524 555 544
As % of all permanent IT jobs located in Cardiff 89.57% 84.73% 82.93%
Number of salaries quoted 494 485 476
Median salary £37,500 £35,000 £35,000
Median salary % change year-on-year
+7.14% -
90% offered a salary of more than £27,500 £27,500 £26,855
10% offered a salary of more than £60,000 £45,000 £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 16 January 2017.

Analytics Salary Histogram in Cardiff

Analytics
Top 30 Related IT Skills in Cardiff

For the 6 months to 16 January 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 10 (45.45%) Finance
1 10 (45.45%) Agile Software Development
2 8 (36.36%) Python
3 7 (31.82%) Hadoop
3 7 (31.82%) Apache Spark
4 6 (27.27%) Algorithms
4 6 (27.27%) Machine Learning
4 6 (27.27%) Data Analytics
4 6 (27.27%) Google
4 6 (27.27%) JavaScript
5 5 (22.73%) HTML
5 5 (22.73%) SQL
5 5 (22.73%) Business Intelligence
5 5 (22.73%) Google Analytics
5 5 (22.73%) Apache Pig
5 5 (22.73%) Apache Hive
5 5 (22.73%) Scala
5 5 (22.73%) User Experience
6 4 (18.18%) Statistical Learning
6 4 (18.18%) R
6 4 (18.18%) Mahout
6 4 (18.18%) Big Data
6 4 (18.18%) Statistical Modelling
6 4 (18.18%) Data Analysis
6 4 (18.18%) Advertising
6 4 (18.18%) CRM
7 3 (13.64%) E-Commerce
7 3 (13.64%) T-SQL
7 3 (13.64%) SQL Server
7 3 (13.64%) CSS

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 7 (31.82%) Apache Spark
2 5 (22.73%) Apache Pig
3 2 (9.09%) Elasticsearch
Cloud Services
1 5 (22.73%) Google Analytics
2 2 (9.09%) Amazon AWS
Communications & Networking
1 1 (4.55%) HTTP
Database & Business Intelligence
1 7 (31.82%) Hadoop
2 5 (22.73%) Apache Hive
3 4 (18.18%) Big Data
3 4 (18.18%) Mahout
4 3 (13.64%) SQL Server
4 3 (13.64%) SQL Server Analysis Services
4 3 (13.64%) SQL Server Reporting Services
5 2 (9.09%) Neo4j
5 2 (9.09%) NoSQL
5 2 (9.09%) PostgreSQL
6 1 (4.55%) Data Lake
6 1 (4.55%) Data Warehouse
6 1 (4.55%) HBase
6 1 (4.55%) Oracle Database
6 1 (4.55%) Presto
6 1 (4.55%) RDBMS
6 1 (4.55%) Relational Database
General
1 10 (45.45%) Finance
2 4 (18.18%) Advertising
3 3 (13.64%) Marketing
3 3 (13.64%) Retail
4 2 (9.09%) Games
4 2 (9.09%) Multimedia
Job Titles
1 6 (27.27%) Data Scientist
2 4 (18.18%) Developer
3 3 (13.64%) Business Consultant
3 3 (13.64%) Business Intelligence Consultant
3 3 (13.64%) Consultant
3 3 (13.64%) Digital Marketing Manager
3 3 (13.64%) Machine Learning Scientist
3 3 (13.64%) Marketing Manager
4 2 (9.09%) Front End Developer (Client-Side Developer)
4 2 (9.09%) Junior
4 2 (9.09%) Junior Developer
4 2 (9.09%) Product Manager
5 1 (4.55%) Data Engineer
5 1 (4.55%) Designer
5 1 (4.55%) Product Owner
5 1 (4.55%) SEO Specialist
5 1 (4.55%) Software Engineer
5 1 (4.55%) UX Designer
Libraries, Frameworks & Software Standards
1 5 (22.73%) HTML
2 3 (13.64%) CSS
3 2 (9.09%) Django
3 2 (9.09%) Natural Language Processing
3 2 (9.09%) Web Services
3 2 (9.09%) XML
4 1 (4.55%) AngularJS
4 1 (4.55%) CSS3
4 1 (4.55%) ELK Stack
4 1 (4.55%) Ember.js
4 1 (4.55%) HTML5
4 1 (4.55%) jQuery
4 1 (4.55%) JSON
4 1 (4.55%) Node.js
4 1 (4.55%) React
4 1 (4.55%) REST
4 1 (4.55%) RESTful
4 1 (4.55%) SOAP
4 1 (4.55%) Twitter Bootstrap
4 1 (4.55%) Vue.js
Miscellaneous
1 6 (27.27%) Algorithms
2 5 (22.73%) User Experience
3 2 (9.09%) Analytical Skills
3 2 (9.09%) Mathematics
3 2 (9.09%) Neural Network
3 2 (9.09%) Statistics
3 2 (9.09%) Visualisation
4 1 (4.55%) Graphic Design
Operating Systems
1 1 (4.55%) Unix
Processes & Methodologies
1 10 (45.45%) Agile Software Development
2 6 (27.27%) Data Analytics
2 6 (27.27%) Machine Learning
3 5 (22.73%) Business Intelligence
4 4 (18.18%) CRM
4 4 (18.18%) Data Analysis
4 4 (18.18%) Statistical Learning
4 4 (18.18%) Statistical Modelling
5 3 (13.64%) Data Engineering
5 3 (13.64%) Digital Marketing
5 3 (13.64%) E-Commerce
5 3 (13.64%) Mentoring
5 3 (13.64%) Pay per click
5 3 (13.64%) Product Management
5 3 (13.64%) Waterfall
6 2 (9.09%) ETL
6 2 (9.09%) Logistic Regression
6 2 (9.09%) Operations Research
6 2 (9.09%) Scrum
6 2 (9.09%) Web Development
Programming Languages
1 8 (36.36%) Python
2 6 (27.27%) JavaScript
3 5 (22.73%) Scala
3 5 (22.73%) SQL
4 4 (18.18%) R
5 3 (13.64%) T-SQL
6 1 (4.55%) C#
6 1 (4.55%) Java
6 1 (4.55%) PHP
6 1 (4.55%) Ruby
Qualifications
1 2 (9.09%) Degree
1 2 (9.09%) Postgraduate
System Software
1 2 (9.09%) HDFS
Systems Management
1 1 (4.55%) Kibana
1 1 (4.55%) logstash
Vendors
1 6 (27.27%) Google
2 3 (13.64%) Adobe
2 3 (13.64%) Microsoft
2 3 (13.64%) Omniture
3 1 (4.55%) Facebook
3 1 (4.55%) Oracle
3 1 (4.55%) Twitter
Cardiff, South Glamorgan
Stott & May
Salary: £35000 - £40000 per annum
Posted: 3 days ago