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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 83 89 73
Rank change year-on-year
+6 -16
Permanent jobs citing Analytics 27 14 29
As % of all permanent IT jobs located in Wales 2.13% 1.08% 2.26%
As % of the Processes & Methodologies category 2.44% 1.31% 2.79%
Number of salaries quoted 23 11 25
Median salary £45,000 £36,000 £40,000
Median salary % change year-on-year
+25.00% -10.00%
90% offered a salary of more than £23,500 £22,500 £28,100
10% offered a salary of more than £60,000 £52,500 £47,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
Analytics
UK

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
1105 1066 1038
As % of all permanent IT jobs located in Wales 87.15% 82.00% 80.78%
Number of salaries quoted 955 924 844
Median salary £38,500 £37,500 £37,500
Median salary % change year-on-year
+2.66% -
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £57,500 £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 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 4 December 2016.

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 4 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
South Wales +17 27 £45,000 - 1
Analytics
UK

Analytics
Top 30 Related IT Skills in Wales

For the 6 months to 4 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 Wales region with a requirement for Analytics.

1 42 (68.85%) Agile Software Development
2 36 (59.02%) Python
3 35 (57.38%) Machine Learning
4 24 (39.34%) Statistics
5 21 (34.43%) Finance
6 20 (32.79%) Data Analysis
6 20 (32.79%) Software Engineering
7 19 (31.15%) Mathematics
8 18 (29.51%) Informatics
8 18 (29.51%) Computer Science
8 18 (29.51%) Life Science
8 18 (29.51%) C++
9 17 (27.87%) JavaScript
9 17 (27.87%) Data Analytics
10 16 (26.23%) Degree
11 15 (24.59%) Natural Language Processing
11 15 (24.59%) HTML
11 15 (24.59%) C#
12 14 (22.95%) Java
12 14 (22.95%) Analytical Skills
13 13 (21.31%) CSS
13 13 (21.31%) Artificial Intelligence
13 13 (21.31%) Health Informatics
13 13 (21.31%) Physics
14 12 (19.67%) Continuous Integration
14 12 (19.67%) Web Development
14 12 (19.67%) Continuous Improvement
14 12 (19.67%) User Experience
14 12 (19.67%) SDLC
15 11 (18.03%) CSS3

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 8 (13.11%) Apache Spark
2 5 (8.20%) Apache Pig
2 5 (8.20%) CMS
2 5 (8.20%) nginx
3 2 (3.28%) Elasticsearch
3 2 (3.28%) Tornado
Cloud Services
1 7 (11.48%) Amazon AWS
2 5 (8.20%) Amazon ELB
3 3 (4.92%) Google Analytics
4 1 (1.64%) AdWords
4 1 (1.64%) Azure Machine Learning
4 1 (1.64%) Data Lake Analytics
4 1 (1.64%) Microsoft Azure
Communications & Networking
1 5 (8.20%) HTTPS
1 5 (8.20%) SSL
2 1 (1.64%) HTTP
Database & Business Intelligence
1 8 (13.11%) Hadoop
2 7 (11.48%) SQL Server
3 5 (8.20%) Amazon RDS
3 5 (8.20%) Apache Hive
3 5 (8.20%) Big Data
3 5 (8.20%) SQL Server Analysis Services
3 5 (8.20%) SQL Server Reporting Services
4 4 (6.56%) Mahout
5 3 (4.92%) MySQL
5 3 (4.92%) NoSQL
5 3 (4.92%) RDBMS
5 3 (4.92%) Relational Database
6 2 (3.28%) Data Lake
6 2 (3.28%) Data Warehouse
6 2 (3.28%) Neo4j
6 2 (3.28%) PostgreSQL
6 2 (3.28%) SQLite
7 1 (1.64%) BusinessObjects Business Intelligence
7 1 (1.64%) HBase
7 1 (1.64%) Presto
Development Applications
1 6 (9.84%) Git (software)
1 6 (9.84%) Selenium
2 5 (8.20%) Bitbucket
2 5 (8.20%) Jenkins
2 5 (8.20%) PhantomJS
3 1 (1.64%) JUnit
General
1 21 (34.43%) Finance
2 11 (18.03%) Marketing
3 10 (16.39%) Aerospace
4 6 (9.84%) Advertising
5 5 (8.20%) Welsh Language
6 3 (4.92%) Publishing
7 2 (3.28%) Multimedia
8 1 (1.64%) Games
Job Titles
1 19 (31.15%) Software Engineer
2 16 (26.23%) Research Engineer
3 15 (24.59%) Developer
4 10 (16.39%) Web Developer
5 9 (14.75%) HTML CSS Developer
5 9 (14.75%) HTML Developer
5 9 (14.75%) JavaScript Developer
6 8 (13.11%) Data Scientist
7 6 (9.84%) Business Intelligence Consultant
7 6 (9.84%) Consultant
8 5 (8.20%) Business Consultant
8 5 (8.20%) Python Developer
8 5 (8.20%) Python Web Developer
9 4 (6.56%) Django Developer
9 4 (6.56%) Machine Learning Scientist
9 4 (6.56%) SEO Specialist
10 3 (4.92%) Product Owner
11 2 (3.28%) Front End Developer (Client-Side Developer)
11 2 (3.28%) Junior
11 2 (3.28%) Junior Developer
Libraries, Frameworks & Software Standards
1 15 (24.59%) HTML
1 15 (24.59%) Natural Language Processing
2 13 (21.31%) CSS
3 11 (18.03%) CSS3
3 11 (18.03%) HTML5
4 7 (11.48%) Django
4 7 (11.48%) jQuery
4 7 (11.48%) OAuth
5 6 (9.84%) Twitter Bootstrap
6 2 (3.28%) Boost C++ Libraries
6 2 (3.28%) Flask
6 2 (3.28%) JSON
6 2 (3.28%) Middleware
6 2 (3.28%) Web Services
6 2 (3.28%) XML
6 2 (3.28%) ZeroMQ
7 1 (1.64%) Behat
7 1 (1.64%) Laravel
7 1 (1.64%) Node.js
7 1 (1.64%) REST
Miscellaneous
1 24 (39.34%) Statistics
2 19 (31.15%) Mathematics
3 18 (29.51%) Computer Science
3 18 (29.51%) Informatics
3 18 (29.51%) Life Science
4 14 (22.95%) Analytical Skills
5 13 (21.31%) Artificial Intelligence
5 13 (21.31%) Health Informatics
5 13 (21.31%) Physics
6 12 (19.67%) User Experience
7 7 (11.48%) Algorithms
8 6 (9.84%) Graphic Design
8 6 (9.84%) Visualisation
9 5 (8.20%) Virtual Team
10 2 (3.28%) Neural Network
11 1 (1.64%) Social Media
Operating Systems
1 3 (4.92%) Linux
2 2 (3.28%) Windows
3 1 (1.64%) Unix
Processes & Methodologies
1 42 (68.85%) Agile Software Development
2 35 (57.38%) Machine Learning
3 20 (32.79%) Data Analysis
3 20 (32.79%) Software Engineering
4 17 (27.87%) Data Analytics
5 12 (19.67%) Continuous Improvement
5 12 (19.67%) Continuous Integration
5 12 (19.67%) SDLC
5 12 (19.67%) Web Development
6 11 (18.03%) Business Intelligence
7 6 (9.84%) Automated Testing
7 6 (9.84%) Auto-Scaling
7 6 (9.84%) CRM
7 6 (9.84%) Mentoring
8 5 (8.20%) Change Control
8 5 (8.20%) Load Balancing
8 5 (8.20%) SEO
8 5 (8.20%) Test Scripting
8 5 (8.20%) Waterfall
8 5 (8.20%) Web Analytics
Programming Languages
1 36 (59.02%) Python
2 18 (29.51%) C++
3 17 (27.87%) JavaScript
4 15 (24.59%) C#
5 14 (22.95%) Java
6 9 (14.75%) SQL
7 6 (9.84%) PHP
7 6 (9.84%) Ruby
8 5 (8.20%) R
8 5 (8.20%) Scala
8 5 (8.20%) T-SQL
Qualifications
1 16 (26.23%) Degree
2 2 (3.28%) Postgraduate
3 1 (1.64%) PhD
System Software
1 5 (8.20%) Docker
2 2 (3.28%) HDFS
Systems Management
1 1 (1.64%) Kibana
1 1 (1.64%) logstash
1 1 (1.64%) Opscode Chef
Vendors
1 9 (14.75%) Google
2 6 (9.84%) Facebook
2 6 (9.84%) Twitter
3 5 (8.20%) Microsoft
3 5 (8.20%) PayPal
4 4 (6.56%) Tableau
5 3 (4.92%) Oracle
6 1 (1.64%) DoubleClick
6 1 (1.64%) SAP
South Wales
Stott & May
Posted: 3 days ago