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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Analytics
Wales / South Wales
Rank 61 82 75
Rank change year-on-year
+21 -7
Permanent jobs citing Analytics 20 10 21
As % of all permanent IT jobs located in South Wales 2.24% 0.94% 1.85%
As % of the Processes & Methodologies category 2.60% 1.15% 2.27%
Number of salaries quoted 17 10 20
Median salary £45,000 £40,000 £33,750
Median salary % change year-on-year
+12.50% +18.51%
90% offered a salary of more than £29,000 £31,400 £28,786
10% offered a salary of more than £62,500 £45,000 £45,000
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 South Wales region.

Processes & Methodologies Category
South Wales
Permanent IT job ads with a match in the
Processes & Methodologies category
768 869 927
As % of all permanent IT jobs located in South Wales 86.20% 81.52% 81.75%
Number of salaries quoted 683 765 829
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £27,500 £27,500 £28,500
10% offered a salary of more than £57,500 £52,500 £55,000
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 17 January 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 17 January 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 +16 12 £45,000 - 2
Newport -5 7 £45,000 +28.57% 1
Torfaen - 1 - - 1
Analytics
Wales

Analytics
Top 30 Related IT Skills in South Wales

For the 6 months to 17 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 South Wales region with a requirement for Analytics.

1 35 (59.32%) Agile Software Development
2 30 (50.85%) Python
2 30 (50.85%) Machine Learning
3 21 (35.59%) Finance
3 21 (35.59%) Statistics
4 18 (30.51%) Data Analysis
5 17 (28.81%) Data Analytics
6 16 (27.12%) Degree
6 16 (27.12%) Mathematics
7 15 (25.42%) Natural Language Processing
7 15 (25.42%) Software Engineering
7 15 (25.42%) C#
7 15 (25.42%) JavaScript
8 14 (23.73%) HTML
8 14 (23.73%) Java
8 14 (23.73%) Google
8 14 (23.73%) Analytical Skills
9 13 (22.03%) Artificial Intelligence
9 13 (22.03%) C++
9 13 (22.03%) Health Informatics
9 13 (22.03%) Physics
9 13 (22.03%) Computer Science
9 13 (22.03%) Life Science
9 13 (22.03%) Informatics
9 13 (22.03%) Marketing
10 12 (20.34%) CSS
10 12 (20.34%) User Experience
11 11 (18.64%) Web Development
11 11 (18.64%) Continuous Improvement
12 10 (16.95%) 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 7 (11.86%) Apache Spark
2 5 (8.47%) Apache Pig
3 4 (6.78%) CMS
3 4 (6.78%) nginx
4 2 (3.39%) Elasticsearch
Business Applications
1 2 (3.39%) Radian6
Cloud Services
1 8 (13.56%) Google Analytics
2 6 (10.17%) Amazon AWS
3 4 (6.78%) Amazon ELB
4 1 (1.69%) AdWords
Communications & Networking
1 4 (6.78%) HTTPS
1 4 (6.78%) SSL
2 1 (1.69%) Ethernet
2 1 (1.69%) HTTP
2 1 (1.69%) Unified Communications
2 1 (1.69%) WAN
Database & Business Intelligence
1 7 (11.86%) Hadoop
2 5 (8.47%) Apache Hive
3 4 (6.78%) Amazon RDS
3 4 (6.78%) Big Data
3 4 (6.78%) Mahout
4 3 (5.08%) SQL Server
4 3 (5.08%) SQL Server Analysis Services
4 3 (5.08%) SQL Server Reporting Services
5 2 (3.39%) Neo4j
5 2 (3.39%) NoSQL
5 2 (3.39%) PostgreSQL
6 1 (1.69%) Data Lake
6 1 (1.69%) Data Warehouse
6 1 (1.69%) HBase
6 1 (1.69%) Oracle Database
6 1 (1.69%) Presto
6 1 (1.69%) RDBMS
6 1 (1.69%) Relational Database
Development Applications
1 4 (6.78%) Bitbucket
1 4 (6.78%) Git (software)
1 4 (6.78%) Jenkins
1 4 (6.78%) PhantomJS
1 4 (6.78%) Selenium
General
1 21 (35.59%) Finance
2 13 (22.03%) Marketing
3 9 (15.25%) Aerospace
4 4 (6.78%) Advertising
4 4 (6.78%) Welsh Language
5 3 (5.08%) Publishing
5 3 (5.08%) Retail
6 2 (3.39%) Games
6 2 (3.39%) Multimedia
Job Titles
1 14 (23.73%) Software Engineer
2 13 (22.03%) Developer
2 13 (22.03%) Research Engineer
3 9 (15.25%) HTML CSS Developer
3 9 (15.25%) HTML Developer
3 9 (15.25%) JavaScript Developer
3 9 (15.25%) Web Developer
4 7 (11.86%) Data Scientist
5 5 (8.47%) Python Developer
5 5 (8.47%) Python Web Developer
5 5 (8.47%) SEO Specialist
6 4 (6.78%) Consultant
6 4 (6.78%) Django Developer
6 4 (6.78%) Product Owner
7 3 (5.08%) Analyst
7 3 (5.08%) Business Consultant
7 3 (5.08%) Business Intelligence Consultant
7 3 (5.08%) Digital Marketing Manager
7 3 (5.08%) Machine Learning Scientist
7 3 (5.08%) Marketing Manager
Libraries, Frameworks & Software Standards
1 15 (25.42%) Natural Language Processing
2 14 (23.73%) HTML
3 12 (20.34%) CSS
4 10 (16.95%) CSS3
4 10 (16.95%) HTML5
5 6 (10.17%) Django
5 6 (10.17%) jQuery
5 6 (10.17%) Twitter Bootstrap
6 4 (6.78%) OAuth
7 2 (3.39%) Web Services
7 2 (3.39%) XML
8 1 (1.69%) AngularJS
8 1 (1.69%) Ember.js
8 1 (1.69%) JSON
8 1 (1.69%) Node.js
8 1 (1.69%) React
8 1 (1.69%) REST
8 1 (1.69%) RESTful
8 1 (1.69%) SOAP
8 1 (1.69%) Vue.js
Miscellaneous
1 21 (35.59%) Statistics
2 16 (27.12%) Mathematics
3 14 (23.73%) Analytical Skills
4 13 (22.03%) Artificial Intelligence
4 13 (22.03%) Computer Science
4 13 (22.03%) Health Informatics
4 13 (22.03%) Informatics
4 13 (22.03%) Life Science
4 13 (22.03%) Physics
5 12 (20.34%) User Experience
6 8 (13.56%) Visualisation
7 7 (11.86%) Algorithms
8 5 (8.47%) Graphic Design
9 4 (6.78%) Virtual Team
10 2 (3.39%) Neural Network
10 2 (3.39%) Social Media
11 1 (1.69%) Data Centre
Operating Systems
1 1 (1.69%) Unix
Processes & Methodologies
1 35 (59.32%) Agile Software Development
2 30 (50.85%) Machine Learning
3 18 (30.51%) Data Analysis
4 17 (28.81%) Data Analytics
5 15 (25.42%) Software Engineering
6 11 (18.64%) Continuous Improvement
6 11 (18.64%) Web Development
7 10 (16.95%) Business Intelligence
7 10 (16.95%) Continuous Integration
7 10 (16.95%) SDLC
8 8 (13.56%) CRM
9 7 (11.86%) Web Analytics
10 6 (10.17%) SEO
11 5 (8.47%) Business Analysis
12 4 (6.78%) Automated Testing
12 4 (6.78%) Change Control
12 4 (6.78%) Digital Marketing
12 4 (6.78%) Load Balancing
12 4 (6.78%) Pay per click
12 4 (6.78%) Test Scripting
Programming Languages
1 30 (50.85%) Python
2 15 (25.42%) C#
2 15 (25.42%) JavaScript
3 14 (23.73%) Java
4 13 (22.03%) C++
5 7 (11.86%) SQL
6 6 (10.17%) PHP
6 6 (10.17%) Ruby
7 5 (8.47%) Scala
8 4 (6.78%) R
9 3 (5.08%) T-SQL
Qualifications
1 16 (27.12%) Degree
2 2 (3.39%) Postgraduate
3 1 (1.69%) PhD
Quality Assurance & Compliance
1 1 (1.69%) Actionable Recommendations
System Software
1 4 (6.78%) Docker
2 2 (3.39%) HDFS
Systems Management
1 1 (1.69%) Kibana
1 1 (1.69%) logstash
Vendors
1 14 (23.73%) Google
2 7 (11.86%) Tableau
3 6 (10.17%) Facebook
3 6 (10.17%) Twitter
4 4 (6.78%) PayPal
5 3 (5.08%) Adobe
5 3 (5.08%) Microsoft
5 3 (5.08%) Omniture
6 2 (3.39%) Oracle
7 1 (1.69%) Alteryx
7 1 (1.69%) Avaya
7 1 (1.69%) DoubleClick
7 1 (1.69%) Riverbed
Cardiff, South Glamorgan
Reed Technology
Salary: £25000 - £30000 per annum + Fantastic Benefits
Posted: 14 hours ago
Cardiff, South Glamorgan
Stott & May
Salary: £35000 - £40000 per annum
Posted: 3 days ago
Pontypool, Gwent
Elliot
Salary: From £45,000 to £55,000 per annum plus car alowance and 20% bonus.
Posted: 5 days ago