The table below looks at the statistics for Analytics skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Analytics
Wales / South Wales
Rank 63 71 75
Rank change year-on-year
+8 +4
Permanent jobs citing Analytics 17 25 25
As % of all permanent IT jobs located in South Wales 2.07% 2.05% 2.06%
As % of the Processes & Methodologies category 2.45% 2.55% 2.49%
Number of salaries quoted 14 24 21
Median salary £45,000 £45,000 £35,000
Median salary % change year-on-year
- +28.57%
90% offered a salary of more than £37,500 £35,000 £21,000
10% offered a salary of more than £62,500 £47,500 £55,000
UK excluding London median salary £45,000 £47,218 £43,000
% change year-on-year
-4.69% +9.80%

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

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
694 982 1003
As % of all permanent IT jobs located in South Wales 84.53% 80.43% 82.76%
Number of salaries quoted 605 847 866
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £52,500 £52,500 £53,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in South Wales

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

Analytics Jobs Demand Trend in South Wales

Analytics
Salary Trend in South Wales

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

Analytics Salary Trend in South Wales

Analytics
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Analytics across the South Wales region over the 3 months to 24 February 2017.

Analytics Salary Histogram in South Wales

Analytics
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the South Wales region over the 3 months to 24 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cardiff +13 12 £40,000 -11.11% 2
Newport -6 6 £45,000 -
Torfaen - 1 - -
Analytics
Wales

Analytics
Top 30 Related IT Skills in South Wales

For the 6 months to 24 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 South Wales region with a requirement for Analytics.

1 21 (47.73%) Agile Software Development
2 19 (43.18%) Finance
3 16 (36.36%) Python
4 15 (34.09%) Google
4 15 (34.09%) Machine Learning
5 14 (31.82%) Business Intelligence
6 11 (25.00%) Data Analytics
7 10 (22.73%) Analytical Skills
7 10 (22.73%) Statistics
7 10 (22.73%) Marketing
8 9 (20.45%) Google Analytics
8 9 (20.45%) Visualisation
8 9 (20.45%) HTML
8 9 (20.45%) JavaScript
8 9 (20.45%) SQL
8 9 (20.45%) Data Analysis
9 8 (18.18%) Tableau
10 7 (15.91%) Mathematics
10 7 (15.91%) Degree
10 7 (15.91%) CSS
11 6 (13.64%) SQL Server
11 6 (13.64%) PHP
11 6 (13.64%) Microsoft
11 6 (13.64%) Software Engineering
11 6 (13.64%) SEO
11 6 (13.64%) Advertising
11 6 (13.64%) Web Development
11 6 (13.64%) Ruby
11 6 (13.64%) Continuous Integration
11 6 (13.64%) CSS3

Analytics
Top Related IT Skills in South Wales 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 (13.64%) Apache Spark
2 4 (9.09%) Apache Pig
3 2 (4.55%) Elasticsearch
Applications
1 1 (2.27%) MS Excel
Business Applications
1 2 (4.55%) Radian6
Cloud Services
1 9 (20.45%) Google Analytics
2 2 (4.55%) Amazon AWS
3 1 (2.27%) AdWords
Communications & Networking
1 1 (2.27%) Ethernet
1 1 (2.27%) FTP
1 1 (2.27%) HTTP
1 1 (2.27%) Unified Communications
1 1 (2.27%) WAN
Database & Business Intelligence
1 6 (13.64%) Hadoop
1 6 (13.64%) SQL Server
2 5 (11.36%) SQL Server Analysis Services
2 5 (11.36%) SQL Server Reporting Services
3 4 (9.09%) Apache Hive
4 3 (6.82%) Big Data
4 3 (6.82%) Mahout
5 2 (4.55%) Data Warehouse
5 2 (4.55%) Neo4j
5 2 (4.55%) NoSQL
5 2 (4.55%) PostgreSQL
6 1 (2.27%) Data Lake
6 1 (2.27%) HBase
6 1 (2.27%) Oracle Database
6 1 (2.27%) Presto
6 1 (2.27%) RDBMS
6 1 (2.27%) Relational Database
Development Applications
1 1 (2.27%) Team Foundation Server
General
1 19 (43.18%) Finance
2 10 (22.73%) Marketing
3 6 (13.64%) Advertising
4 5 (11.36%) Aerospace
5 3 (6.82%) Retail
6 2 (4.55%) Games
6 2 (4.55%) Multimedia
7 1 (2.27%) Legal
Job Titles
1 9 (20.45%) Developer
2 6 (13.64%) Consultant
2 6 (13.64%) SEO Specialist
3 5 (11.36%) Business Consultant
3 5 (11.36%) Business Intelligence Consultant
3 5 (11.36%) Data Scientist
3 5 (11.36%) HTML CSS Developer
3 5 (11.36%) HTML Developer
3 5 (11.36%) JavaScript Developer
3 5 (11.36%) Python Developer
3 5 (11.36%) Python Web Developer
3 5 (11.36%) Software Engineer
3 5 (11.36%) Web Developer
4 4 (9.09%) Analyst
4 4 (9.09%) Research Engineer
5 3 (6.82%) Digital Marketing Manager
5 3 (6.82%) Machine Learning Scientist
5 3 (6.82%) Marketing Manager
6 2 (4.55%) Junior Developer
6 2 (4.55%) Product Manager
Libraries, Frameworks & Software Standards
1 9 (20.45%) HTML
2 7 (15.91%) CSS
3 6 (13.64%) CSS3
3 6 (13.64%) HTML5
3 6 (13.64%) jQuery
3 6 (13.64%) Natural Language Processing
3 6 (13.64%) Twitter Bootstrap
4 3 (6.82%) XML
5 2 (4.55%) Django
5 2 (4.55%) Web Services
6 1 (2.27%) AngularJS
6 1 (2.27%) Elastic Stack
6 1 (2.27%) Ember.js
6 1 (2.27%) JSON
6 1 (2.27%) Node.js
6 1 (2.27%) React
6 1 (2.27%) REST
6 1 (2.27%) RESTful
6 1 (2.27%) SOAP
6 1 (2.27%) Vue.js
Miscellaneous
1 10 (22.73%) Analytical Skills
2 5 (11.36%) Algorithms
3 4 (9.09%) Computer Science
3 4 (9.09%) Life Science
3 4 (9.09%) User Experience
4 2 (4.55%) Social Media
5 1 (2.27%) Data Centre
Operating Systems
1 1 (2.27%) Unix
Processes & Methodologies
1 21 (47.73%) Agile Software Development
2 15 (34.09%) Machine Learning
3 14 (31.82%) Business Intelligence
4 11 (25.00%) Data Analytics
5 10 (22.73%) Statistics
6 9 (20.45%) Data Analysis
6 9 (20.45%) Visualisation
7 7 (15.91%) Mathematics
8 6 (13.64%) Continuous Integration
8 6 (13.64%) SDLC
8 6 (13.64%) SEO
8 6 (13.64%) Software Engineering
8 6 (13.64%) Web Development
9 5 (11.36%) Continuous Improvement
9 5 (11.36%) Mentoring
9 5 (11.36%) Waterfall
10 4 (9.09%) Financial Analysis
10 4 (9.09%) Health Informatics
10 4 (9.09%) Pay per click
10 4 (9.09%) Web Analytics
Programming Languages
1 16 (36.36%) Python
2 9 (20.45%) JavaScript
2 9 (20.45%) SQL
3 6 (13.64%) PHP
3 6 (13.64%) Ruby
4 5 (11.36%) C#
4 5 (11.36%) Java
4 5 (11.36%) T-SQL
5 4 (9.09%) C++
5 4 (9.09%) Scala
6 3 (6.82%) R
Qualifications
1 7 (15.91%) Degree
2 2 (4.55%) Postgraduate
Quality Assurance & Compliance
1 1 (2.27%) Actionable Recommendations
System Software
1 2 (4.55%) HDFS
Systems Management
1 1 (2.27%) Kibana
1 1 (2.27%) logstash
Vendors
1 15 (34.09%) Google
2 8 (18.18%) Tableau
3 6 (13.64%) Facebook
3 6 (13.64%) Microsoft
3 6 (13.64%) Twitter
4 3 (6.82%) Adobe
4 3 (6.82%) Omniture
5 2 (4.55%) Oracle
6 1 (2.27%) Alteryx
6 1 (2.27%) Avaya
6 1 (2.27%) DoubleClick
6 1 (2.27%) Riverbed
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