The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 59 86 89
Rank change year-on-year
+27 +3
Permanent jobs citing Data Analysis 40 21 20
As % of all permanent IT jobs located in Wales 3.07% 1.53% 1.54%
As % of the Processes & Methodologies category 3.73% 1.82% 1.84%
Number of salaries quoted 35 13 19
Median salary £37,500 £40,000 £30,000
Median salary % change year-on-year
-6.25% +33.33%
90% offered a salary of more than £25,000 £22,600 £26,300
10% offered a salary of more than £50,000 £52,500 £39,300
UK excluding London median salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
Data Analysis
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
1071 1153 1087
As % of all permanent IT jobs located in Wales 82.19% 84.10% 83.55%
Number of salaries quoted 916 960 927
Median salary £40,000 £38,000 £35,000
Median salary % change year-on-year
+5.26% +8.57%
90% offered a salary of more than £26,500 £27,489 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Wales

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

Data Analysis Jobs Demand Trend in Wales

Data Analysis
Salary Trend in Wales

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

Data Analysis Salary Trend in Wales

Data Analysis
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the Wales region over the 3 months to 28 May 2016.

Data Analysis Salary Histogram in Wales

Data Analysis
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Wales region over the 3 months to 28 May 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 +30 38 £43,750 - 1
North Wales +6 1 - -
West Wales -12 1 £29,000 - 1
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 28 May 2016, IT jobs citing Data Analysis 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 Data Analysis.

1 40 (51.95%) SQL
2 26 (33.77%) Agile Software Development
3 22 (28.57%) Finance
3 22 (28.57%) C++
4 19 (24.68%) C
5 17 (22.08%) SQL Server
5 17 (22.08%) Computer Science
6 16 (20.78%) Data Transformation
6 16 (20.78%) SDLC
7 15 (19.48%) Software Engineering
8 14 (18.18%) Python
8 14 (18.18%) Migration
8 14 (18.18%) Data Migration
8 14 (18.18%) Data Mapping
8 14 (18.18%) Analytics
8 14 (18.18%) Machine Learning
9 12 (15.58%) Functional Programming
9 12 (15.58%) Haskell
9 12 (15.58%) Erlang
9 12 (15.58%) TCP/IP
9 12 (15.58%) Microsoft
10 11 (14.29%) Business Intelligence
10 11 (14.29%) Data Warehouse
10 11 (14.29%) Informatics
10 11 (14.29%) Life Science
11 10 (12.99%) SQL Server Integration Services
11 10 (12.99%) ETL
12 9 (11.69%) Data Modelling
12 9 (11.69%) C#
12 9 (11.69%) Statistics

Data Analysis
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 7 (9.09%) SAS
2 1 (1.30%) Apache
2 1 (1.30%) Apache Spark
Applications
1 7 (9.09%) MS Excel
1 7 (9.09%) SPSS
2 3 (3.90%) MS Office
3 2 (2.60%) Stata
4 1 (1.30%) MS PowerPoint
Cloud Services
1 2 (2.60%) Cloud Computing
2 1 (1.30%) Amazon AWS
2 1 (1.30%) Microsoft Azure
2 1 (1.30%) PaaS
Communications & Networking
1 12 (15.58%) TCP/IP
2 5 (6.49%) HTTP
2 5 (6.49%) tcpdump
3 2 (2.60%) Internet
4 1 (1.30%) Wi-Fi
Database & Business Intelligence
1 17 (22.08%) SQL Server
2 11 (14.29%) Data Warehouse
3 10 (12.99%) SQL Server Integration Services
4 8 (10.39%) NoSQL
5 7 (9.09%) Apache Cassandra
5 7 (9.09%) Riak
6 6 (7.79%) SQL Server Analysis Services
6 6 (7.79%) SQL Server Reporting Services
7 5 (6.49%) MS Access
7 5 (6.49%) MySQL
7 5 (6.49%) Oracle Reports
8 4 (5.19%) Big Data
8 4 (5.19%) Microsoft Analysis Services
8 4 (5.19%) Power BI
8 4 (5.19%) PowerPivot
9 3 (3.90%) Data Mining
9 3 (3.90%) QlikView
10 2 (2.60%) Relational Database
10 2 (2.60%) SQL Server 2012
11 1 (1.30%) SQL Server 2014
Development Applications
1 7 (9.09%) Team Foundation Server
2 1 (1.30%) SQL Server Management Studio (SSMS)
General
1 22 (28.57%) Finance
2 7 (9.09%) Welsh Language
3 4 (5.19%) Advertising
4 3 (3.90%) Banking
5 1 (1.30%) Back Office
5 1 (1.30%) Marketing
Job Titles
1 20 (25.97%) Developer
2 15 (19.48%) Analyst
2 15 (19.48%) Data Engineer
3 14 (18.18%) Data Migration Engineer
3 14 (18.18%) Migration Engineer
4 12 (15.58%) Software Engineer
5 8 (10.39%) Research Engineer
5 8 (10.39%) Software Developer
6 7 (9.09%) Data Analyst
6 7 (9.09%) Erlang Developer
6 7 (9.09%) Support Analyst
7 6 (7.79%) SQL Developer
8 4 (5.19%) Credit Risk Modeller
8 4 (5.19%) Cybersecurity Engineer
8 4 (5.19%) Data Modeller
8 4 (5.19%) Security Engineer
9 3 (3.90%) Mobile Applications Developer
9 3 (3.90%) Mobile Web Applications Developer
9 3 (3.90%) SQL Analyst
9 3 (3.90%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 4 (5.19%) MDX
2 3 (3.90%) HTML
2 3 (3.90%) HTML5
3 1 (1.30%) COM
3 1 (1.30%) Lucene
3 1 (1.30%) Web Services
Miscellaneous
1 17 (22.08%) Computer Science
2 11 (14.29%) Informatics
2 11 (14.29%) Life Science
3 9 (11.69%) Health Informatics
3 9 (11.69%) Statistics
4 8 (10.39%) Analytical Skills
4 8 (10.39%) Mathematics
5 5 (6.49%) Grid Computing
6 4 (5.19%) Credit Risk
7 3 (3.90%) Data Integration
7 3 (3.90%) Mobile App
7 3 (3.90%) NHS
8 2 (2.60%) Internet of Things
8 2 (2.60%) Management Information System
8 2 (2.60%) Streaming Video
Operating Systems
1 6 (7.79%) Linux
2 5 (6.49%) Unix
2 5 (6.49%) Windows
Processes & Methodologies
1 26 (33.77%) Agile Software Development
2 16 (20.78%) Data Transformation
2 16 (20.78%) SDLC
3 15 (19.48%) Software Engineering
4 14 (18.18%) Analytics
4 14 (18.18%) Data Mapping
4 14 (18.18%) Data Migration
4 14 (18.18%) Machine Learning
4 14 (18.18%) Migration
5 12 (15.58%) Functional Programming
6 11 (14.29%) Business Intelligence
7 10 (12.99%) ETL
8 9 (11.69%) Data Modelling
9 7 (9.09%) Data Entry
9 7 (9.09%) ITIL
9 7 (9.09%) Multithreading
10 6 (7.79%) Statistical Analysis
11 5 (6.49%) Line Management
11 5 (6.49%) Online Security
12 4 (5.19%) Cybersecurity
Programming Languages
1 40 (51.95%) SQL
2 22 (28.57%) C++
3 19 (24.68%) C
4 14 (18.18%) Python
5 12 (15.58%) Erlang
5 12 (15.58%) Haskell
6 9 (11.69%) C#
7 8 (10.39%) Scala
8 7 (9.09%) Clojure
8 7 (9.09%) T-SQL
9 6 (7.79%) Java
10 5 (6.49%) Lisp
10 5 (6.49%) VBA
11 4 (5.19%) R
12 1 (1.30%) MATLAB
12 1 (1.30%) PHP
Qualifications
1 7 (9.09%) ITIL Certification
2 6 (7.79%) Degree
3 5 (6.49%) BPSS Clearance
4 4 (5.19%) MCSA
4 4 (5.19%) MCSE
4 4 (5.19%) Microsoft Certification
5 3 (3.90%) ISEB
5 3 (3.90%) ISTQB
6 2 (2.60%) HND
Quality Assurance & Compliance
1 8 (10.39%) SLA
2 4 (5.19%) Data Quality
2 4 (5.19%) QA
System Software
1 5 (6.49%) Snort
Vendors
1 12 (15.58%) Microsoft
2 8 (10.39%) Oracle
3 4 (5.19%) IBM
4 3 (3.90%) Xamarin
5 1 (1.30%) Cisco
5 1 (1.30%) VMware
South Wales
Ampersand Consulting
Salary: £25000 - £30000 per annum
Posted: 4 days ago
Swansea, West Glamorgan
CPS Group UK
Salary: £45000 - £55000 per annum + Pension, bonus etc
Posted: 3 days ago