The table below looks at the statistics for Analytics skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Analytics
UK / Wales
Rank 74 78 84
Rank change year-on-year
+4 +6
Permanent jobs citing Analytics 20 30 28
As % of all permanent IT jobs located in Wales 1.88% 2.19% 2.05%
As % of the Processes & Methodologies category 2.21% 2.72% 2.46%
Number of salaries quoted 16 29 24
Median salary £40,000 £45,000 £35,000
Median salary % change year-on-year
-11.11% +28.57%
90% offered a salary of more than £27,900 £35,000 £21,000
10% offered a salary of more than £62,500 £50,000 £55,000
UK excluding London median salary £45,000 £47,359 £44,183
% change year-on-year
-4.98% +7.18%

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

Processes & Methodologies Category
Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
907 1101 1139
As % of all permanent IT jobs located in Wales 85.08% 80.25% 83.32%
Number of salaries quoted 743 948 966
Median salary £38,500 £37,500 £37,500
Median salary % change year-on-year
+2.66% -
90% offered a salary of more than £27,000 £26,500 £27,500
10% offered a salary of more than £51,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in Wales

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

Analytics Jobs Demand Trend in Wales

Analytics
Salary Trend in Wales

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

Analytics Salary Trend in Wales

Analytics
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Analytics across the Wales region over the 3 months to 23 February 2017.

Analytics Salary Histogram in Wales

Analytics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Wales region over the 3 months to 23 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
South Wales +9 18 £42,500 -5.55% 2
West Wales -11 1 £28,000 -39.45%
Analytics
UK

Analytics
Top 30 Related IT Skills in Wales

For the 6 months to 23 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 Wales region with a requirement for Analytics.

1 22 (46.81%) Agile Software Development
2 19 (40.43%) Finance
3 17 (36.17%) Python
4 16 (34.04%) Machine Learning
5 15 (31.91%) Google
6 14 (29.79%) Business Intelligence
7 11 (23.40%) Statistics
7 11 (23.40%) Data Analytics
8 10 (21.28%) Analytical Skills
8 10 (21.28%) Marketing
8 10 (21.28%) Data Analysis
8 10 (21.28%) SQL
9 9 (19.15%) JavaScript
9 9 (19.15%) HTML
9 9 (19.15%) Google Analytics
9 9 (19.15%) Visualisation
10 8 (17.02%) Degree
10 8 (17.02%) Mathematics
10 8 (17.02%) Tableau
11 7 (14.89%) Natural Language Processing
11 7 (14.89%) Software Engineering
11 7 (14.89%) CSS
11 7 (14.89%) Microsoft
12 6 (12.77%) SQL Server
12 6 (12.77%) Java
12 6 (12.77%) C#
12 6 (12.77%) PHP
12 6 (12.77%) Advertising
12 6 (12.77%) SEO
12 6 (12.77%) Ruby

Analytics
Top Related IT Skills in 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 (12.77%) Apache Spark
2 4 (8.51%) Apache Pig
3 2 (4.26%) Elasticsearch
Applications
1 1 (2.13%) MS Excel
1 1 (2.13%) MS Office
Business Applications
1 2 (4.26%) Radian6
Cloud Services
1 9 (19.15%) Google Analytics
2 2 (4.26%) Amazon AWS
3 1 (2.13%) AdWords
Communications & Networking
1 1 (2.13%) Ethernet
1 1 (2.13%) FTP
1 1 (2.13%) HTTP
1 1 (2.13%) Unified Communications
1 1 (2.13%) WAN
Database & Business Intelligence
1 6 (12.77%) Hadoop
1 6 (12.77%) SQL Server
2 5 (10.64%) SQL Server Analysis Services
2 5 (10.64%) SQL Server Reporting Services
3 4 (8.51%) Apache Hive
4 3 (6.38%) Big Data
4 3 (6.38%) Mahout
5 2 (4.26%) Data Warehouse
5 2 (4.26%) Neo4j
5 2 (4.26%) NoSQL
5 2 (4.26%) PostgreSQL
6 1 (2.13%) Data Lake
6 1 (2.13%) HBase
6 1 (2.13%) Oracle Database
6 1 (2.13%) Presto
6 1 (2.13%) QlikView
6 1 (2.13%) RDBMS
6 1 (2.13%) Relational Database
Development Applications
1 1 (2.13%) Team Foundation Server
General
1 19 (40.43%) Finance
2 10 (21.28%) Marketing
3 6 (12.77%) Advertising
4 5 (10.64%) Aerospace
5 3 (6.38%) Retail
6 2 (4.26%) Games
6 2 (4.26%) Multimedia
7 1 (2.13%) Legal
7 1 (2.13%) Manufacturing
Job Titles
1 10 (21.28%) Developer
2 6 (12.77%) Consultant
2 6 (12.77%) SEO Specialist
2 6 (12.77%) Software Engineer
3 5 (10.64%) Analyst
3 5 (10.64%) Business Consultant
3 5 (10.64%) Business Intelligence Consultant
3 5 (10.64%) Data Scientist
3 5 (10.64%) HTML CSS Developer
3 5 (10.64%) HTML Developer
3 5 (10.64%) JavaScript Developer
3 5 (10.64%) Python Developer
3 5 (10.64%) Python Web Developer
3 5 (10.64%) Research Engineer
3 5 (10.64%) Web Developer
4 3 (6.38%) Digital Marketing Manager
4 3 (6.38%) Machine Learning Scientist
4 3 (6.38%) Marketing Manager
5 2 (4.26%) Junior Developer
5 2 (4.26%) Product Manager
Libraries, Frameworks & Software Standards
1 9 (19.15%) HTML
2 7 (14.89%) CSS
2 7 (14.89%) Natural Language Processing
3 6 (12.77%) CSS3
3 6 (12.77%) HTML5
3 6 (12.77%) jQuery
3 6 (12.77%) Twitter Bootstrap
4 3 (6.38%) XML
5 2 (4.26%) Django
5 2 (4.26%) Web Services
6 1 (2.13%) AngularJS
6 1 (2.13%) Elastic Stack
6 1 (2.13%) Ember.js
6 1 (2.13%) JSON
6 1 (2.13%) Node.js
6 1 (2.13%) React
6 1 (2.13%) REST
6 1 (2.13%) RESTful
6 1 (2.13%) SOAP
6 1 (2.13%) Vue.js
Miscellaneous
1 10 (21.28%) Analytical Skills
2 5 (10.64%) Algorithms
2 5 (10.64%) Computer Science
2 5 (10.64%) Life Science
3 4 (8.51%) User Experience
4 2 (4.26%) Social Media
5 1 (2.13%) Data Centre
5 1 (2.13%) Virtual Team
Operating Systems
1 1 (2.13%) Unix
1 1 (2.13%) Windows
1 1 (2.13%) Windows Server
Processes & Methodologies
1 22 (46.81%) Agile Software Development
2 16 (34.04%) Machine Learning
3 14 (29.79%) Business Intelligence
4 11 (23.40%) Data Analytics
4 11 (23.40%) Statistics
5 10 (21.28%) Data Analysis
6 9 (19.15%) Visualisation
7 8 (17.02%) Mathematics
8 7 (14.89%) Software Engineering
9 6 (12.77%) Continuous Integration
9 6 (12.77%) SDLC
9 6 (12.77%) SEO
9 6 (12.77%) Web Development
10 5 (10.64%) Artificial Intelligence
10 5 (10.64%) Continuous Improvement
10 5 (10.64%) Health Informatics
10 5 (10.64%) Informatics
10 5 (10.64%) Mentoring
10 5 (10.64%) Physics
10 5 (10.64%) Waterfall
Programming Languages
1 17 (36.17%) Python
2 10 (21.28%) SQL
3 9 (19.15%) JavaScript
4 6 (12.77%) C#
4 6 (12.77%) Java
4 6 (12.77%) PHP
4 6 (12.77%) Ruby
5 5 (10.64%) C++
5 5 (10.64%) T-SQL
6 4 (8.51%) Scala
7 3 (6.38%) R
8 1 (2.13%) PL/SQL
Qualifications
1 8 (17.02%) Degree
2 2 (4.26%) Postgraduate
3 1 (2.13%) Microsoft Certification
Quality Assurance & Compliance
1 1 (2.13%) Actionable Recommendations
System Software
1 2 (4.26%) HDFS
Systems Management
1 1 (2.13%) Kibana
1 1 (2.13%) logstash
Vendors
1 15 (31.91%) Google
2 8 (17.02%) Tableau
3 7 (14.89%) Microsoft
4 6 (12.77%) Facebook
4 6 (12.77%) Twitter
5 3 (6.38%) Adobe
5 3 (6.38%) Omniture
6 2 (4.26%) Oracle
7 1 (2.13%) Alteryx
7 1 (2.13%) Avaya
7 1 (2.13%) DoubleClick
7 1 (2.13%) IFS
7 1 (2.13%) Riverbed
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