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 average salaries offered in IT jobs that have cited Data Analysis over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Data Analysis
Rank 52 88 83
Rank change year-on-year
+36 -5
Permanent jobs citing Data Analysis 50 18 19
As % of all permanent IT jobs located in Wales 3.73% 1.29% 1.56%
As % of the Processes & Methodologies category 4.57% 1.53% 1.88%
Number of salaries quoted 46 10 19
Average salary £40,000 £45,000 £32,500
Average salary % change year-on-year
-11.11% +38.46%
90% offered a salary of more than £25,000 £22,500 £29,500
10% offered a salary of more than £50,000 £55,750 £37,048
UK excluding London average salary £40,000 £37,500 £38,500
% change year-on-year
+6.66% -2.59%
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
1094 1175 1008
As % of all permanent IT jobs located in Wales 81.52% 84.35% 82.83%
Number of salaries quoted 930 977 851
Average salary £40,000 £37,500 £35,000
Average salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £27,000 £26,500 £27,500
10% offered a salary of more than £55,000 £55,000 £55,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Wales

This chart provides a 3-month moving total of permanent IT jobs citing Data Analysis across the Wales region as a proportion of the total demand within 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 29 April 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 average salaries quoted in IT jobs citing Data Analysis within the Wales region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +44 49 £42,500 -15.00% 2
North Wales +8 1 £26,000 -35.00%
Data Analysis
UK

Data Analysis
Top 30 Related IT Skills in Wales

For the 6 months to 29 April 2016, IT jobs across the Wales region citing Data Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis.

1 43 (55.13%) SQL
2 24 (30.77%) C++
3 23 (29.49%) Agile Software Development
4 21 (26.92%) C
5 19 (24.36%) Computer Science
6 18 (23.08%) Finance
7 16 (20.51%) Python
7 16 (20.51%) Software Engineering
7 16 (20.51%) Machine Learning
8 15 (19.23%) SDLC
9 14 (17.95%) Functional Programming
9 14 (17.95%) Analytics
9 14 (17.95%) Haskell
9 14 (17.95%) Erlang
9 14 (17.95%) TCP/IP
9 14 (17.95%) SQL Server
10 13 (16.67%) SQL Server Integration Services
10 13 (16.67%) Data Transformation
11 12 (15.38%) Business Intelligence
11 12 (15.38%) ETL
12 11 (14.10%) Migration
12 11 (14.10%) Microsoft
12 11 (14.10%) Life Science
12 11 (14.10%) Informatics
12 11 (14.10%) Data Mapping
12 11 (14.10%) Data Migration
13 10 (12.82%) Data Warehouse
14 9 (11.54%) C#
14 9 (11.54%) Statistics
14 9 (11.54%) SQL Server Reporting Services

Data Analysis
Top Related IT Skills in Wales by Category

For the 6 months to 29 April 2016, IT jobs across the Wales region citing Data Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Analysis. Up to 20 skills are shown per category.

Application Platforms
1 7 (8.97%) SAS
2 1 (1.28%) Apache
2 1 (1.28%) Apache Spark
Applications
1 7 (8.97%) SPSS
2 6 (7.69%) MS Excel
3 3 (3.85%) MS Office
4 2 (2.56%) Stata
Cloud Services
1 2 (2.56%) Cloud Computing
2 1 (1.28%) Amazon AWS
2 1 (1.28%) Microsoft Azure
2 1 (1.28%) PaaS
Communications & Networking
1 14 (17.95%) TCP/IP
2 7 (8.97%) HTTP
2 7 (8.97%) tcpdump
3 2 (2.56%) Internet
4 1 (1.28%) Wi-Fi
Database & Business Intelligence
1 14 (17.95%) SQL Server
2 13 (16.67%) SQL Server Integration Services
3 10 (12.82%) Data Warehouse
4 9 (11.54%) SQL Server Reporting Services
5 8 (10.26%) NoSQL
6 7 (8.97%) Apache Cassandra
6 7 (8.97%) MySQL
6 7 (8.97%) Riak
7 5 (6.41%) MS Access
7 5 (6.41%) Oracle Reports
7 5 (6.41%) SQL Server Analysis Services
8 4 (5.13%) Big Data
8 4 (5.13%) BusinessObjects
8 4 (5.13%) Microsoft Analysis Services
8 4 (5.13%) Power BI
8 4 (5.13%) PowerPivot
9 3 (3.85%) Data Mining
10 2 (2.56%) QlikView
11 1 (1.28%) Relational Database
11 1 (1.28%) SQL Server 2014
Development Applications
1 7 (8.97%) Team Foundation Server
General
1 18 (23.08%) Finance
2 7 (8.97%) Welsh Language
3 3 (3.85%) Advertising
4 2 (2.56%) Banking
5 1 (1.28%) Marketing
Job Titles
1 21 (26.92%) Developer
2 16 (20.51%) Analyst
3 13 (16.67%) Software Engineer
4 12 (15.38%) Data Engineer
5 11 (14.10%) Data Migration Engineer
5 11 (14.10%) Migration Engineer
6 9 (11.54%) Data Analyst
6 9 (11.54%) Software Developer
7 8 (10.26%) Research Engineer
8 7 (8.97%) Erlang Developer
8 7 (8.97%) Support Analyst
9 6 (7.69%) SQL Developer
10 5 (6.41%) Cybersecurity Engineer
10 5 (6.41%) Security Engineer
11 4 (5.13%) Architect
11 4 (5.13%) Business Data Analyst
11 4 (5.13%) Business Objects Analyst
11 4 (5.13%) Credit Risk Modeller
11 4 (5.13%) Data Modeller
11 4 (5.13%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 4 (5.13%) MDX
2 3 (3.85%) HTML
2 3 (3.85%) HTML5
3 1 (1.28%) COM
3 1 (1.28%) Lucene
3 1 (1.28%) Web Services
Miscellaneous
1 19 (24.36%) Computer Science
2 11 (14.10%) Informatics
2 11 (14.10%) Life Science
3 9 (11.54%) Health Informatics
3 9 (11.54%) Statistics
4 8 (10.26%) Analytical Skills
4 8 (10.26%) Mathematics
5 7 (8.97%) Grid Computing
6 4 (5.13%) Credit Risk
7 3 (3.85%) Data Integration
7 3 (3.85%) Mobile App
7 3 (3.85%) NHS
8 2 (2.56%) Internet of Things
8 2 (2.56%) Management Information System
8 2 (2.56%) Streaming Video
Operating Systems
1 8 (10.26%) Linux
2 7 (8.97%) Unix
3 5 (6.41%) Windows
Processes & Methodologies
1 23 (29.49%) Agile Software Development
2 16 (20.51%) Machine Learning
2 16 (20.51%) Software Engineering
3 15 (19.23%) SDLC
4 14 (17.95%) Analytics
4 14 (17.95%) Functional Programming
5 13 (16.67%) Data Transformation
6 12 (15.38%) Business Intelligence
6 12 (15.38%) ETL
7 11 (14.10%) Data Mapping
7 11 (14.10%) Data Migration
7 11 (14.10%) Migration
8 8 (10.26%) Data Modelling
8 8 (10.26%) ITIL
9 7 (8.97%) Data Entry
9 7 (8.97%) Multithreading
9 7 (8.97%) Online Security
10 6 (7.69%) Statistical Analysis
11 5 (6.41%) Cybersecurity
11 5 (6.41%) Line Management
Programming Languages
1 43 (55.13%) SQL
2 24 (30.77%) C++
3 21 (26.92%) C
4 16 (20.51%) Python
5 14 (17.95%) Erlang
5 14 (17.95%) Haskell
6 9 (11.54%) C#
7 8 (10.26%) Java
7 8 (10.26%) Scala
8 7 (8.97%) Clojure
8 7 (8.97%) Lisp
9 5 (6.41%) T-SQL
9 5 (6.41%) VBA
10 4 (5.13%) R
11 1 (1.28%) MATLAB
Qualifications
1 7 (8.97%) ITIL Certification
2 6 (7.69%) Degree
3 5 (6.41%) BPSS Clearance
4 4 (5.13%) MCSA
4 4 (5.13%) MCSE
4 4 (5.13%) Microsoft Certification
5 3 (3.85%) ISEB
5 3 (3.85%) ISTQB
6 2 (2.56%) HND
Quality Assurance & Compliance
1 8 (10.26%) SLA
2 4 (5.13%) Data Quality
2 4 (5.13%) QA
System Software
1 7 (8.97%) Snort
Vendors
1 11 (14.10%) Microsoft
2 8 (10.26%) Oracle
3 4 (5.13%) IBM
4 3 (3.85%) Xamarin
5 1 (1.28%) Cisco
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