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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Analysis
Wales / South Wales
Rank 68 69 77
Rank change year-on-year
+1 +8
Permanent jobs citing Data Analysis 12 31 19
As % of all permanent IT jobs located in South Wales 1.43% 2.56% 1.59%
As % of the Processes & Methodologies category 1.70% 3.19% 1.92%
Number of salaries quoted 9 29 17
Median salary £35,000 £50,000 £32,500
Median salary % change year-on-year
-30.00% +53.84%
90% offered a salary of more than £17,400 £29,100 £23,000
10% offered a salary of more than £40,500 £53,000 £46,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +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
707 971 989
As % of all permanent IT jobs located in South Wales 84.27% 80.31% 82.69%
Number of salaries quoted 611 840 854
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £51,500 £52,500 £53,500
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 22 February 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 22 February 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 -5 5 £35,000 -30.00%
Torfaen +10 2 - -
Caerphilly - 2 £18,250 -
Bridgend +15 1 £42,500 -5.55% 1
Newport - 1 £17,000 -
Data Analysis
Wales

Data Analysis
Top 30 Related IT Skills in South Wales

For the 6 months to 22 February 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 13 (41.94%) SQL
2 12 (38.71%) SQL Server
3 10 (32.26%) Windows
3 10 (32.26%) ETL
3 10 (32.26%) Finance
3 10 (32.26%) Analytics
4 8 (25.81%) SQL Server 2012
4 8 (25.81%) High Availability
4 8 (25.81%) Machine Learning
4 8 (25.81%) SQL Server Integration Services
4 8 (25.81%) Statistics
4 8 (25.81%) Python
5 7 (22.58%) C++
5 7 (22.58%) Degree
5 7 (22.58%) Mathematics
6 6 (19.35%) Analytical Skills
7 5 (16.13%) Health Informatics
7 5 (16.13%) Natural Language Processing
7 5 (16.13%) Scala
7 5 (16.13%) Physics
7 5 (16.13%) Computer Science
7 5 (16.13%) Life Science
7 5 (16.13%) Informatics
7 5 (16.13%) Agile Software Development
7 5 (16.13%) Artificial Intelligence
7 5 (16.13%) Software Engineering
7 5 (16.13%) Java
7 5 (16.13%) C#
8 4 (12.90%) Microsoft
9 3 (9.68%) Asset Management

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 3 (9.68%) Apache Pig
1 3 (9.68%) Apache Spark
Applications
1 2 (6.45%) MS Excel
2 1 (3.23%) MS Office
Business Applications
1 1 (3.23%) Radian6
Cloud Services
1 2 (6.45%) Amazon AWS
2 1 (3.23%) Google Analytics
Communications & Networking
1 2 (6.45%) TCP/IP
Database & Business Intelligence
1 12 (38.71%) SQL Server
2 8 (25.81%) SQL Server 2012
2 8 (25.81%) SQL Server Integration Services
3 3 (9.68%) Apache Hive
3 3 (9.68%) Big Data
3 3 (9.68%) Hadoop
3 3 (9.68%) Mahout
3 3 (9.68%) Oracle Reports
4 2 (6.45%) Apache Cassandra
4 2 (6.45%) NoSQL
4 2 (6.45%) Riak
5 1 (3.23%) Data Warehouse
5 1 (3.23%) Oracle Database
5 1 (3.23%) QlikView
Development Applications
1 1 (3.23%) Oracle Forms
General
1 10 (32.26%) Finance
2 1 (3.23%) Back Office
2 1 (3.23%) French Language
2 1 (3.23%) German Language
2 1 (3.23%) Italian Language
2 1 (3.23%) Marketing
2 1 (3.23%) Retail
2 1 (3.23%) Spanish Language
Job Titles
1 12 (38.71%) Developer
2 10 (32.26%) SQL Developer
3 7 (22.58%) Analyst
4 5 (16.13%) Research Engineer
4 5 (16.13%) Software Engineer
5 4 (12.90%) DBA
5 4 (12.90%) SQL DBA
6 3 (9.68%) Data Scientist
6 3 (9.68%) Machine Learning Scientist
7 2 (6.45%) Data Analyst
7 2 (6.45%) Erlang Developer
7 2 (6.45%) Software Developer
7 2 (6.45%) Support Analyst
8 1 (3.23%) Administrator
8 1 (3.23%) Business Analyst
8 1 (3.23%) Oracle Developer
8 1 (3.23%) Performance Analyst
8 1 (3.23%) Senior Analyst
8 1 (3.23%) Senior Business Analyst
8 1 (3.23%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (16.13%) Natural Language Processing
Miscellaneous
1 6 (19.35%) Analytical Skills
2 5 (16.13%) Computer Science
2 5 (16.13%) Life Science
3 3 (9.68%) Algorithms
3 3 (9.68%) CMDB
3 3 (9.68%) Data Centre
4 2 (6.45%) Driving Licence
4 2 (6.45%) Management Information System
5 1 (3.23%) EPoS
5 1 (3.23%) Social Media
Operating Systems
1 10 (32.26%) Windows
Processes & Methodologies
1 10 (32.26%) Analytics
1 10 (32.26%) ETL
2 8 (25.81%) High Availability
2 8 (25.81%) Machine Learning
2 8 (25.81%) Statistics
3 7 (22.58%) Mathematics
4 5 (16.13%) Agile Software Development
4 5 (16.13%) Artificial Intelligence
4 5 (16.13%) Health Informatics
4 5 (16.13%) Informatics
4 5 (16.13%) Physics
4 5 (16.13%) Software Engineering
5 3 (9.68%) Asset Management
5 3 (9.68%) Configuration Management
5 3 (9.68%) ITIL
5 3 (9.68%) Statistical Learning
5 3 (9.68%) Statistical Modelling
6 2 (6.45%) Contract Management
6 2 (6.45%) Economics
6 2 (6.45%) Validation
Programming Languages
1 13 (41.94%) SQL
2 8 (25.81%) Python
3 7 (22.58%) C++
4 5 (16.13%) C#
4 5 (16.13%) Java
4 5 (16.13%) Scala
5 3 (9.68%) R
6 2 (6.45%) C
6 2 (6.45%) Clojure
6 2 (6.45%) Erlang
6 2 (6.45%) Haskell
7 1 (3.23%) PL/SQL
Qualifications
1 7 (22.58%) Degree
2 2 (6.45%) ITIL Certification
2 2 (6.45%) SAP Certification
Quality Assurance & Compliance
1 3 (9.68%) SLA
2 2 (6.45%) ISO 9001
2 2 (6.45%) ISO/IEC 27001
2 2 (6.45%) ISO22301
2 2 (6.45%) QA
3 1 (3.23%) Data Quality
Vendors
1 4 (12.90%) Microsoft
2 3 (9.68%) Oracle
3 2 (6.45%) HP
3 2 (6.45%) SAP
3 2 (6.45%) VMware
4 1 (3.23%) Google
4 1 (3.23%) Tableau
Bridgend, Mid Glamorgan
IntaPeople
Salary: £40000 - £45000 per annum
Posted: 5 days ago