The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Analysis
Wales / South Wales
Rank 70 66 86
Rank change year-on-year
-4 +20
Permanent jobs citing Data Analysis 11 24 16
As % of all permanent IT jobs located in South Wales 1.24% 2.21% 1.37%
As % of the Processes & Methodologies category 1.44% 2.71% 1.67%
Number of salaries quoted 9 20 15
Median salary £35,000 £47,500 £32,500
Median salary % change year-on-year
-26.31% +46.15%
90% offered a salary of more than £31,500 £25,500 £23,000
10% offered a salary of more than £52,500 £52,500 £35,000
UK excluding London median salary £41,500 £40,000 £37,500
% change year-on-year
+3.75% +6.66%

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
766 885 959
As % of all permanent IT jobs located in South Wales 86.16% 81.34% 82.04%
Number of salaries quoted 677 774 859
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £27,500 £27,500 £28,500
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analysis
Jobs Demand Trend in South Wales

The demand trend of job ads across the South 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 South Wales

Data Analysis
Salary Trend in South Wales

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

Data Analysis Salary Trend in South Wales

Data Analysis
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Analysis across the South Wales region over the 3 months to 20 January 2017.

Data Analysis Salary Histogram in South Wales

Data Analysis
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 Data Analysis within the South Wales region over the 3 months to 20 January 2017. 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 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 -3 8 £35,000 -22.22% 1
Torfaen +11 1 - -
Caerphilly - 1 £17,500 -
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 20 January 2017, 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 South Wales region with a requirement for Data Analysis.

1 17 (45.95%) Analytics
2 16 (43.24%) Machine Learning
2 16 (43.24%) Python
3 14 (37.84%) C++
3 14 (37.84%) Mathematics
3 14 (37.84%) Statistics
3 14 (37.84%) Degree
4 13 (35.14%) C#
4 13 (35.14%) SQL
5 12 (32.43%) Java
5 12 (32.43%) Agile Software Development
5 12 (32.43%) Informatics
5 12 (32.43%) Physics
5 12 (32.43%) Computer Science
5 12 (32.43%) Life Science
5 12 (32.43%) Artificial Intelligence
5 12 (32.43%) Software Engineering
5 12 (32.43%) Health Informatics
5 12 (32.43%) Natural Language Processing
6 11 (29.73%) SQL Server Integration Services
7 10 (27.03%) Finance
8 9 (24.32%) SQL Server
8 9 (24.32%) ETL
9 8 (21.62%) Windows
9 8 (21.62%) SQL Server 2012
9 8 (21.62%) High Availability
10 6 (16.22%) Scala
11 5 (13.51%) Statistical Modelling
12 4 (10.81%) Mahout
12 4 (10.81%) Big Data

Data Analysis
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 4 (10.81%) Apache Pig
1 4 (10.81%) Apache Spark
Applications
1 1 (2.70%) SPSS
Business Applications
1 1 (2.70%) Radian6
Cloud Services
1 2 (5.41%) Amazon AWS
2 1 (2.70%) Google Analytics
Communications & Networking
1 2 (5.41%) TCP/IP
Database & Business Intelligence
1 11 (29.73%) SQL Server Integration Services
2 9 (24.32%) SQL Server
3 8 (21.62%) SQL Server 2012
4 4 (10.81%) Apache Hive
4 4 (10.81%) Big Data
4 4 (10.81%) Hadoop
4 4 (10.81%) Mahout
5 3 (8.11%) Data Warehouse
6 2 (5.41%) Apache Cassandra
6 2 (5.41%) NoSQL
6 2 (5.41%) Riak
7 1 (2.70%) Oracle Database
7 1 (2.70%) Oracle Reports
7 1 (2.70%) QlikView
Development Applications
1 3 (8.11%) Team Foundation Server
2 1 (2.70%) Oracle Forms
General
1 10 (27.03%) Finance
2 1 (2.70%) Marketing
Job Titles
1 14 (37.84%) Developer
2 12 (32.43%) Research Engineer
2 12 (32.43%) Software Engineer
2 12 (32.43%) SQL Developer
3 5 (13.51%) Analyst
4 4 (10.81%) Data Scientist
4 4 (10.81%) DBA
4 4 (10.81%) SQL DBA
5 3 (8.11%) Machine Learning Scientist
6 2 (5.41%) Data Analyst
6 2 (5.41%) Erlang Developer
6 2 (5.41%) Software Developer
7 1 (2.70%) Administrator
7 1 (2.70%) Business Analyst
7 1 (2.70%) Campaign Analyst
7 1 (2.70%) Campaign Manager
7 1 (2.70%) Oracle Developer
7 1 (2.70%) Performance Analyst
7 1 (2.70%) Senior Analyst
7 1 (2.70%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 12 (32.43%) Natural Language Processing
Miscellaneous
1 14 (37.84%) Mathematics
1 14 (37.84%) Statistics
2 12 (32.43%) Artificial Intelligence
2 12 (32.43%) Computer Science
2 12 (32.43%) Health Informatics
2 12 (32.43%) Informatics
2 12 (32.43%) Life Science
2 12 (32.43%) Physics
3 4 (10.81%) Algorithms
3 4 (10.81%) Analytical Skills
4 2 (5.41%) CMDB
4 2 (5.41%) Data Centre
4 2 (5.41%) Driving Licence
4 2 (5.41%) Economics
5 1 (2.70%) Social Media
5 1 (2.70%) Visualisation
Operating Systems
1 8 (21.62%) Windows
Processes & Methodologies
1 17 (45.95%) Analytics
2 16 (43.24%) Machine Learning
3 12 (32.43%) Agile Software Development
3 12 (32.43%) Software Engineering
4 9 (24.32%) ETL
5 8 (21.62%) High Availability
6 5 (13.51%) Statistical Modelling
7 4 (10.81%) Statistical Learning
8 2 (5.41%) Asset Management
8 2 (5.41%) Configuration Management
8 2 (5.41%) Contract Management
8 2 (5.41%) Functional Programming
8 2 (5.41%) Multithreading
8 2 (5.41%) Software Licensing
8 2 (5.41%) Validation
9 1 (2.70%) Business Transformation
9 1 (2.70%) Data Cleansing
9 1 (2.70%) Data Management
9 1 (2.70%) Social Media Monitoring
9 1 (2.70%) Web Analytics
Programming Languages
1 16 (43.24%) Python
2 14 (37.84%) C++
3 13 (35.14%) C#
3 13 (35.14%) SQL
4 12 (32.43%) Java
5 6 (16.22%) Scala
6 4 (10.81%) R
7 2 (5.41%) C
7 2 (5.41%) Clojure
7 2 (5.41%) Erlang
7 2 (5.41%) Haskell
8 1 (2.70%) PL/SQL
Qualifications
1 14 (37.84%) Degree
2 2 (5.41%) SAP Certification
2 2 (5.41%) SC Cleared
2 2 (5.41%) Security Cleared
3 1 (2.70%) BPSS Clearance
Quality Assurance & Compliance
1 2 (5.41%) ISO 9001
1 2 (5.41%) ISO/IEC 27001
1 2 (5.41%) ISO22301
2 1 (2.70%) Data Quality
Vendors
1 2 (5.41%) HP
1 2 (5.41%) Microsoft
1 2 (5.41%) SAP
1 2 (5.41%) VMware
2 1 (2.70%) Google
2 1 (2.70%) Oracle
2 1 (2.70%) Tableau