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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Analytics
Rank 66 83 88
Rank change year-on-year
+17 +5
Permanent jobs citing Analytics 36 23 14
As % of all permanent IT jobs located in Wales 2.74% 1.62% 1.08%
As % of the Processes & Methodologies category 3.17% 1.93% 1.35%
Number of salaries quoted 32 17 14
Median salary £28,250 £31,979 £45,500
Median salary % change year-on-year
-11.65% -29.71%
90% offered a salary of more than £25,000 £23,100 £29,500
10% offered a salary of more than £46,800 £55,400 £50,000
UK excluding London median salary £45,000 £45,000 £42,750
% change year-on-year
- +5.26%
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
1137 1193 1039
As % of all permanent IT jobs located in Wales 86.60% 83.84% 80.48%
Number of salaries quoted 966 1018 867
Median salary £37,500 £37,500 £37,000
Median salary % change year-on-year
- +1.35%
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £52,500 £50,000 £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 26 September 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 26 September 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 +18 34 £28,000 -20.00% 4
North Wales +3 1 £50,000 +85.18%
Analytics
UK

Analytics
Top 30 Related IT Skills in Wales

For the 6 months to 26 September 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 48 (65.75%) Agile Software Development
2 41 (56.16%) Python
3 34 (46.58%) C++
3 34 (46.58%) Software Engineering
3 34 (46.58%) Informatics
3 34 (46.58%) Life Science
4 31 (42.47%) Machine Learning
5 28 (38.36%) Computer Science
6 27 (36.99%) Statistics
7 25 (34.25%) SQL Server
8 23 (31.51%) Data Analysis
8 23 (31.51%) Health Informatics
9 22 (30.14%) Mathematics
10 17 (23.29%) OAuth
11 15 (20.55%) C#
11 15 (20.55%) Finance
12 13 (17.81%) Windows
12 13 (17.81%) Linux
12 13 (17.81%) MySQL
12 13 (17.81%) Oracle
12 13 (17.81%) Java
12 13 (17.81%) Physics
12 13 (17.81%) Artificial Intelligence
12 13 (17.81%) Degree
12 13 (17.81%) Natural Language Processing
13 12 (16.44%) ZeroMQ
13 12 (16.44%) Relational Database
13 12 (16.44%) Tornado
13 12 (16.44%) Flask
13 12 (16.44%) DevOps

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 12 (16.44%) Tornado
2 8 (10.96%) CMS
3 5 (6.85%) nginx
4 2 (2.74%) Apache Spark
5 1 (1.37%) Apache Pig
Business Applications
1 8 (10.96%) Remedy ITSM
2 1 (1.37%) SAP CRM
2 1 (1.37%) SAP Oil and Gas
Cloud Services
1 5 (6.85%) Amazon AWS
1 5 (6.85%) Amazon ELB
2 2 (2.74%) Google Analytics
3 1 (1.37%) Azure Machine Learning
3 1 (1.37%) Data Lake Analytics
3 1 (1.37%) Microsoft Azure
Communications & Networking
1 5 (6.85%) HTTPS
1 5 (6.85%) SSL
2 1 (1.37%) Ethernet
2 1 (1.37%) Firewall
2 1 (1.37%) Unified Communications
2 1 (1.37%) WAN
Database & Business Intelligence
1 25 (34.25%) SQL Server
2 13 (17.81%) MySQL
3 12 (16.44%) RDBMS
3 12 (16.44%) Relational Database
3 12 (16.44%) SQLite
4 5 (6.85%) Amazon RDS
4 5 (6.85%) SQL Server Analysis Services
4 5 (6.85%) SQL Server Reporting Services
5 2 (2.74%) Big Data
5 2 (2.74%) Data Warehouse
5 2 (2.74%) Hadoop
6 1 (1.37%) Apache Hive
6 1 (1.37%) BusinessObjects
6 1 (1.37%) Data Lake
6 1 (1.37%) Mahout
6 1 (1.37%) NoSQL
6 1 (1.37%) Power BI
6 1 (1.37%) PowerPivot
6 1 (1.37%) SAP BI
6 1 (1.37%) SAP BW
Development Applications
1 7 (9.59%) Git (software)
2 6 (8.22%) Selenium
3 5 (6.85%) Bitbucket
3 5 (6.85%) Jenkins
3 5 (6.85%) PhantomJS
4 1 (1.37%) JUnit
General
1 15 (20.55%) Finance
2 7 (9.59%) Marketing
3 5 (6.85%) Advertising
3 5 (6.85%) Aerospace
3 5 (6.85%) Welsh Language
4 3 (4.11%) Publishing
5 1 (1.37%) Billing
Job Titles
1 34 (46.58%) Software Engineer
2 22 (30.14%) Research Engineer
3 13 (17.81%) Consultant
4 10 (13.70%) Developer
5 8 (10.96%) Analytics Consultant
5 8 (10.96%) Remedy Consultant
6 6 (8.22%) Web Developer
7 5 (6.85%) Business Intelligence Consultant
8 4 (5.48%) Business Consultant
8 4 (5.48%) Data Scientist
8 4 (5.48%) Django Developer
8 4 (5.48%) HTML CSS Developer
8 4 (5.48%) HTML Developer
8 4 (5.48%) JavaScript Developer
8 4 (5.48%) Python Software Engineer
9 3 (4.11%) Product Owner
9 3 (4.11%) SEO Specialist
10 2 (2.74%) Junior
10 2 (2.74%) Junior Developer
10 2 (2.74%) SEO Executive
Libraries, Frameworks & Software Standards
1 17 (23.29%) OAuth
2 13 (17.81%) Natural Language Processing
3 12 (16.44%) Boost C++ Libraries
3 12 (16.44%) Flask
3 12 (16.44%) Middleware
3 12 (16.44%) ZeroMQ
4 8 (10.96%) HTML
5 7 (9.59%) CSS
6 6 (8.22%) Django
6 6 (8.22%) HTML5
7 5 (6.85%) CSS3
8 2 (2.74%) jQuery
9 1 (1.37%) Ajax
9 1 (1.37%) Behat
9 1 (1.37%) ELK Stack
9 1 (1.37%) JSON
9 1 (1.37%) LAMP
9 1 (1.37%) Laravel
9 1 (1.37%) XML
Miscellaneous
1 34 (46.58%) Informatics
1 34 (46.58%) Life Science
2 28 (38.36%) Computer Science
3 27 (36.99%) Statistics
4 23 (31.51%) Health Informatics
5 22 (30.14%) Mathematics
6 13 (17.81%) Artificial Intelligence
6 13 (17.81%) Physics
7 11 (15.07%) Analytical Skills
8 10 (13.70%) User Experience
9 6 (8.22%) Graphic Design
10 5 (6.85%) Virtual Team
11 3 (4.11%) Algorithms
11 3 (4.11%) Social Media
11 3 (4.11%) Visualisation
12 1 (1.37%) Data Centre
12 1 (1.37%) Enterprise Software
Operating Systems
1 13 (17.81%) Linux
1 13 (17.81%) Windows
2 1 (1.37%) Unix
Processes & Methodologies
1 48 (65.75%) Agile Software Development
2 34 (46.58%) Software Engineering
3 31 (42.47%) Machine Learning
4 23 (31.51%) Data Analysis
5 12 (16.44%) Cross-Platform Development
5 12 (16.44%) DevOps
6 10 (13.70%) Continuous Improvement
7 9 (12.33%) Business Intelligence
7 9 (12.33%) CRM
7 9 (12.33%) Data Analytics
8 7 (9.59%) Web Development
9 6 (8.22%) Automated Testing
9 6 (8.22%) Auto-Scaling
9 6 (8.22%) Continuous Delivery
9 6 (8.22%) Continuous Integration
9 6 (8.22%) Mentoring
9 6 (8.22%) SDLC
9 6 (8.22%) SEO
9 6 (8.22%) Web Analytics
10 5 (6.85%) Change Control
Programming Languages
1 41 (56.16%) Python
2 34 (46.58%) C++
3 15 (20.55%) C#
4 13 (17.81%) Java
5 10 (13.70%) JavaScript
6 8 (10.96%) SQL
7 5 (6.85%) T-SQL
8 2 (2.74%) R
9 1 (1.37%) Scala
Qualifications
1 13 (17.81%) Degree
2 8 (10.96%) Security Cleared
3 1 (1.37%) PhD
3 1 (1.37%) SAP Certification
Quality Assurance & Compliance
1 1 (1.37%) ISO/IEC 27001
System Software
1 5 (6.85%) Docker
2 1 (1.37%) VMware Infrastructure
2 1 (1.37%) XenApp
2 1 (1.37%) XenDesktop
Systems Management
1 1 (1.37%) McAfee ePO
1 1 (1.37%) Nagios
1 1 (1.37%) Opscode Chef
1 1 (1.37%) WSUS
Vendors
1 13 (17.81%) Oracle
2 8 (10.96%) BMC
2 8 (10.96%) Remedy
3 5 (6.85%) PayPal
4 4 (5.48%) Google
4 4 (5.48%) Microsoft
5 3 (4.11%) Tableau
6 2 (2.74%) SAP
7 1 (1.37%) Avaya
7 1 (1.37%) Citrix
7 1 (1.37%) Intel Security
7 1 (1.37%) Riverbed
7 1 (1.37%) VMware
Cardiff, South Glamorgan
IntaPeople
Salary: €25000 - €32000 per annum
Posted: 3 days ago
Bridgend, Mid Glamorgan
ECS Recruitment Group Ltd
Salary: Benefits
Posted: 3 days ago