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 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 71 88 66
Rank change year-on-year
+17 -22
Permanent jobs citing Analytics 27 9 27
As % of all permanent IT jobs located in South Wales 2.50% 0.78% 2.39%
As % of the Processes & Methodologies category 2.83% 0.94% 2.93%
Number of salaries quoted 23 6 23
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £23,500 £27,000 £27,800
10% offered a salary of more than £60,000 £58,750 £47,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
Analytics
Wales

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
953 960 920
As % of all permanent IT jobs located in South Wales 88.40% 82.76% 81.56%
Number of salaries quoted 842 834 757
Median salary £37,725 £37,500 £36,000
Median salary % change year-on-year
+0.59% +4.16%
90% offered a salary of more than £26,900 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £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 2 December 2016.

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 2 December 2016. 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
(Click see detailed
statistics and trends)
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 +9 13 £50,000 +11.11%
Newport -3 8 £45,000 -
Bridgend - 2 £25,000 -
Analytics
Wales

Analytics
Top 30 Related IT Skills in South Wales

For the 6 months to 2 December 2016, 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 42 (71.19%) Agile Software Development
2 36 (61.02%) Python
3 34 (57.63%) Machine Learning
4 24 (40.68%) Statistics
5 21 (35.59%) Finance
6 20 (33.90%) Data Analysis
6 20 (33.90%) Software Engineering
7 19 (32.20%) Mathematics
8 18 (30.51%) Computer Science
8 18 (30.51%) Life Science
8 18 (30.51%) Informatics
8 18 (30.51%) C++
9 17 (28.81%) JavaScript
9 17 (28.81%) Data Analytics
10 16 (27.12%) Degree
11 15 (25.42%) Natural Language Processing
11 15 (25.42%) HTML
11 15 (25.42%) C#
12 14 (23.73%) Java
12 14 (23.73%) Analytical Skills
13 13 (22.03%) CSS
13 13 (22.03%) Artificial Intelligence
13 13 (22.03%) Health Informatics
13 13 (22.03%) Physics
14 12 (20.34%) Web Development
14 12 (20.34%) Continuous Integration
14 12 (20.34%) Continuous Improvement
14 12 (20.34%) SDLC
14 12 (20.34%) User Experience
15 11 (18.64%) 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 7 (11.86%) Apache Spark
2 5 (8.47%) Apache Pig
2 5 (8.47%) CMS
2 5 (8.47%) nginx
3 2 (3.39%) Elasticsearch
3 2 (3.39%) Tornado
Cloud Services
1 7 (11.86%) Amazon AWS
2 5 (8.47%) Amazon ELB
3 3 (5.08%) Google Analytics
4 1 (1.69%) AdWords
Communications & Networking
1 5 (8.47%) HTTPS
1 5 (8.47%) SSL
2 1 (1.69%) HTTP
Database & Business Intelligence
1 7 (11.86%) Hadoop
1 7 (11.86%) SQL Server
2 5 (8.47%) Amazon RDS
2 5 (8.47%) Apache Hive
2 5 (8.47%) Big Data
2 5 (8.47%) SQL Server Analysis Services
2 5 (8.47%) SQL Server Reporting Services
3 4 (6.78%) Mahout
4 3 (5.08%) MySQL
4 3 (5.08%) NoSQL
4 3 (5.08%) RDBMS
4 3 (5.08%) Relational Database
5 2 (3.39%) Neo4j
5 2 (3.39%) PostgreSQL
5 2 (3.39%) SQLite
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
Development Applications
1 6 (10.17%) Git (software)
1 6 (10.17%) Selenium
2 5 (8.47%) Bitbucket
2 5 (8.47%) Jenkins
2 5 (8.47%) PhantomJS
3 1 (1.69%) JUnit
General
1 21 (35.59%) Finance
2 11 (18.64%) Marketing
3 10 (16.95%) Aerospace
4 6 (10.17%) Advertising
5 5 (8.47%) Welsh Language
6 3 (5.08%) Publishing
7 2 (3.39%) Multimedia
8 1 (1.69%) Games
Job Titles
1 19 (32.20%) Software Engineer
2 16 (27.12%) Research Engineer
3 15 (25.42%) Developer
4 10 (16.95%) Web Developer
5 9 (15.25%) HTML CSS Developer
5 9 (15.25%) HTML Developer
5 9 (15.25%) JavaScript Developer
6 7 (11.86%) Data Scientist
7 5 (8.47%) Business Consultant
7 5 (8.47%) Business Intelligence Consultant
7 5 (8.47%) Consultant
7 5 (8.47%) Python Developer
7 5 (8.47%) Python Web Developer
8 4 (6.78%) Django Developer
8 4 (6.78%) SEO Specialist
9 3 (5.08%) Machine Learning Scientist
9 3 (5.08%) Product Owner
10 2 (3.39%) Front End Developer (Client-Side Developer)
10 2 (3.39%) Junior
10 2 (3.39%) Junior Developer
Libraries, Frameworks & Software Standards
1 15 (25.42%) HTML
1 15 (25.42%) Natural Language Processing
2 13 (22.03%) CSS
3 11 (18.64%) CSS3
3 11 (18.64%) HTML5
4 7 (11.86%) Django
4 7 (11.86%) jQuery
4 7 (11.86%) OAuth
5 6 (10.17%) Twitter Bootstrap
6 2 (3.39%) Boost C++ Libraries
6 2 (3.39%) Flask
6 2 (3.39%) JSON
6 2 (3.39%) Middleware
6 2 (3.39%) Web Services
6 2 (3.39%) XML
6 2 (3.39%) ZeroMQ
7 1 (1.69%) Ajax
7 1 (1.69%) LAMP
7 1 (1.69%) REST
7 1 (1.69%) SOAP
Miscellaneous
1 24 (40.68%) Statistics
2 19 (32.20%) Mathematics
3 18 (30.51%) Computer Science
3 18 (30.51%) Informatics
3 18 (30.51%) Life Science
4 14 (23.73%) Analytical Skills
5 13 (22.03%) Artificial Intelligence
5 13 (22.03%) Health Informatics
5 13 (22.03%) Physics
6 12 (20.34%) User Experience
7 7 (11.86%) Algorithms
8 6 (10.17%) Graphic Design
8 6 (10.17%) Visualisation
9 5 (8.47%) Virtual Team
10 2 (3.39%) Neural Network
11 1 (1.69%) Social Media
Operating Systems
1 3 (5.08%) Linux
2 2 (3.39%) Windows
3 1 (1.69%) Unix
Processes & Methodologies
1 42 (71.19%) Agile Software Development
2 34 (57.63%) Machine Learning
3 20 (33.90%) Data Analysis
3 20 (33.90%) Software Engineering
4 17 (28.81%) Data Analytics
5 12 (20.34%) Continuous Improvement
5 12 (20.34%) Continuous Integration
5 12 (20.34%) SDLC
5 12 (20.34%) Web Development
6 10 (16.95%) Business Intelligence
7 6 (10.17%) Automated Testing
7 6 (10.17%) Auto-Scaling
7 6 (10.17%) CRM
7 6 (10.17%) Mentoring
8 5 (8.47%) Change Control
8 5 (8.47%) Load Balancing
8 5 (8.47%) SEO
8 5 (8.47%) Test Scripting
8 5 (8.47%) Waterfall
8 5 (8.47%) Web Analytics
Programming Languages
1 36 (61.02%) Python
2 18 (30.51%) C++
3 17 (28.81%) JavaScript
4 15 (25.42%) C#
5 14 (23.73%) Java
6 9 (15.25%) SQL
7 6 (10.17%) PHP
7 6 (10.17%) Ruby
8 5 (8.47%) Scala
8 5 (8.47%) T-SQL
9 4 (6.78%) R
Qualifications
1 16 (27.12%) Degree
2 2 (3.39%) Postgraduate
3 1 (1.69%) PhD
System Software
1 5 (8.47%) Docker
2 2 (3.39%) HDFS
Systems Management
1 1 (1.69%) Kibana
1 1 (1.69%) logstash
1 1 (1.69%) Opscode Chef
Vendors
1 9 (15.25%) Google
2 6 (10.17%) Facebook
2 6 (10.17%) Twitter
3 5 (8.47%) Microsoft
3 5 (8.47%) PayPal
4 4 (6.78%) Tableau
5 3 (5.08%) Oracle
6 1 (1.69%) DoubleClick
South Wales
Stott & May
Posted: Yesterday