Period
to 20 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 20 July 2017 with a comparison to the same period in the previous 2 years.

Analytics
South Wales > Cardiff
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 69 86 81
Rank change year-on-year +17 -5 +15
Permanent jobs citing Analytics 24 19 23
As % of all permanent IT jobs advertised in Cardiff 2.32% 1.38% 1.57%
As % of the Processes & Methodologies category 2.58% 1.65% 1.83%
Number of salaries quoted 25 16 21
Cardiff median annual salary £40,000 £36,250 £40,000
Median salary % change year-on-year +10.34% -9.38% -11.11%
10th Percentile £21,400 £24,125 £21,000
90th Percentile £47,500 £51,250 £55,250
South Wales median annual salary £40,000 £45,000 £40,000
% change year-on-year -11.11% +12.50% +14.29%

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 932 1155 1259
As % of all permanent IT job vacancies advertised in Cardiff 89.96% 83.76% 85.82%
Number of salaries quoted 813 987 1034
Cardiff median annual salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.67% +7.14% -
10th Percentile £26,000 £23,000 £24,000
90th Percentile £58,700 £52,600 £56,250
South Wales median annual salary £40,000 £38,500 £37,000
% change year-on-year +3.90% +4.05% +5.71%

Analytics
Job Vacancy Trend in Cardiff

Job postings citing Analytics as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for Analytics in Cardiff

Analytics
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Cardiff.

Salary trend for Analytics in Cardiff

Analytics
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Analytics in Cardiff over the 6 months to 20 July 2017.

Salary histogram for Analytics in Cardiff

For the 6 months to 20 July 2017, 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 Cardiff region with a requirement for Analytics.

1 13 (54.17%) SQL
1 13 (54.17%) Business Intelligence
2 9 (37.50%) Microsoft
2 9 (37.50%) Data Warehouse
2 9 (37.50%) ETL
2 9 (37.50%) SQL Server
3 8 (33.33%) Data Analysis
4 7 (29.17%) Degree
4 7 (29.17%) Visualisation
4 7 (29.17%) Finance
5 6 (25.00%) Agile Software Development
5 6 (25.00%) Data Visualisation
5 6 (25.00%) Data Governance
5 6 (25.00%) Marketing
5 6 (25.00%) Data Cleansing
5 6 (25.00%) Analytical Skills
6 5 (20.83%) Google
7 4 (16.67%) SQL Server Integration Services
7 4 (16.67%) Google Analytics
7 4 (16.67%) SQL Server Reporting Services
7 4 (16.67%) SEO
7 4 (16.67%) Microsoft Excel
8 3 (12.50%) Python
8 3 (12.50%) Social Media
8 3 (12.50%) Mentoring
8 3 (12.50%) Tableau
9 2 (8.33%) SIEM
9 2 (8.33%) Cybersecurity
9 2 (8.33%) User Experience
9 2 (8.33%) Vulnerability Scanning

Analytics
Co-occurring IT Skills in Cardiff 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 2 (8.33%) WordPress
2 1 (4.17%) Apache Pig
2 1 (4.17%) Apache Spark
2 1 (4.17%) CMS
2 1 (4.17%) SAS
Applications
1 4 (16.67%) Microsoft Excel
2 1 (4.17%) Adobe Illustrator
2 1 (4.17%) Photoshop
Business Applications
1 1 (4.17%) Dynamics AX
1 1 (4.17%) Dynamics CRM
Cloud Services
1 4 (16.67%) Google Analytics
2 2 (8.33%) Amazon AWS
3 1 (4.17%) Microsoft Azure
Communications & Networking
1 2 (8.33%) Firewall
2 1 (4.17%) FTP
Database & Business Intelligence
1 9 (37.50%) Data Warehouse
1 9 (37.50%) SQL Server
2 4 (16.67%) SQL Server Integration Services
2 4 (16.67%) SQL Server Reporting Services
3 2 (8.33%) Hadoop
3 2 (8.33%) SQL Server Analysis Services
4 1 (4.17%) Amazon Redshift
4 1 (4.17%) Apache Hive
4 1 (4.17%) Big Data
4 1 (4.17%) BusinessObjects
4 1 (4.17%) Enterprise Data Warehouse
4 1 (4.17%) MySQL
4 1 (4.17%) Oracle Reports
4 1 (4.17%) Power BI
4 1 (4.17%) QlikView
4 1 (4.17%) Star Schema
Development Applications
1 1 (4.17%) ERwin
1 1 (4.17%) Grunt
1 1 (4.17%) gulp
1 1 (4.17%) Team Foundation Server
General
1 7 (29.17%) Finance
2 6 (25.00%) Marketing
3 2 (8.33%) Advertising
4 1 (4.17%) Games
4 1 (4.17%) Legal
4 1 (4.17%) Publishing
Job Titles
1 10 (41.67%) Developer
2 6 (25.00%) Analyst
2 6 (25.00%) Senior Developer
2 6 (25.00%) Senior SQL Developer
2 6 (25.00%) SQL Developer
3 3 (12.50%) Data Analyst
4 2 (8.33%) Business Consultant
4 2 (8.33%) Business Intelligence Consultant
4 2 (8.33%) Business Intelligence Developer
4 2 (8.33%) Consultant
4 2 (8.33%) Excel Analyst
4 2 (8.33%) Marketing Executive
4 2 (8.33%) Resourcer
4 2 (8.33%) Security Analyst
4 2 (8.33%) SQL Analyst
4 2 (8.33%) SQL Data Analyst
5 1 (4.17%) Data Architect
5 1 (4.17%) Firewall Analyst
5 1 (4.17%) Senior Analyst
5 1 (4.17%) Website Manager
Libraries, Frameworks & Software Standards
1 2 (8.33%) CSS
1 2 (8.33%) HTML
1 2 (8.33%) HTML5
1 2 (8.33%) XML
2 1 (4.17%) AngularJS
2 1 (4.17%) CSS3
2 1 (4.17%) jQuery
2 1 (4.17%) LESS
2 1 (4.17%) MXNet
2 1 (4.17%) Natural Language Processing
2 1 (4.17%) Sass
2 1 (4.17%) TensorFlow
2 1 (4.17%) Twitter Bootstrap
Miscellaneous
1 6 (25.00%) Analytical Skills
2 3 (12.50%) Social Media
3 2 (8.33%) Management Information System
3 2 (8.33%) Security Operations Centre
3 2 (8.33%) User Experience
4 1 (4.17%) Algorithms
4 1 (4.17%) Blog
4 1 (4.17%) Data Structures
4 1 (4.17%) Photography
Processes & Methodologies
1 13 (54.17%) Business Intelligence
2 9 (37.50%) ETL
3 8 (33.33%) Data Analysis
4 7 (29.17%) Visualisation
5 6 (25.00%) Agile Software Development
5 6 (25.00%) Data Cleansing
5 6 (25.00%) Data Governance
5 6 (25.00%) Data Visualisation
6 4 (16.67%) SEO
7 3 (12.50%) Mentoring
8 2 (8.33%) Contract Management
8 2 (8.33%) Cybersecurity
8 2 (8.33%) Dashboard Development
8 2 (8.33%) Expense Management
8 2 (8.33%) Information Security
8 2 (8.33%) Pay per click
8 2 (8.33%) Security Operations
8 2 (8.33%) SIEM
8 2 (8.33%) Vulnerability Scanning
8 2 (8.33%) Waterfall
Programming Languages
1 13 (54.17%) SQL
2 3 (12.50%) Python
3 2 (8.33%) C
3 2 (8.33%) PHP
3 2 (8.33%) T-SQL
3 2 (8.33%) VB
3 2 (8.33%) VBScript
4 1 (4.17%) C#
4 1 (4.17%) C++
4 1 (4.17%) JavaScript
4 1 (4.17%) R
Qualifications
1 7 (29.17%) Degree
2 2 (8.33%) CISSP
3 1 (4.17%) PhD
Quality Assurance & Compliance
1 2 (8.33%) Data Quality
Systems Management
1 2 (8.33%) Host Intrusion Detection System
2 1 (4.17%) Norton AntiVirus
2 1 (4.17%) QRadar
Vendors
1 9 (37.50%) Microsoft
2 5 (20.83%) Google
3 3 (12.50%) Tableau
4 2 (8.33%) Splunk
5 1 (4.17%) Ab Initio
5 1 (4.17%) ArcSight
5 1 (4.17%) Cisco
5 1 (4.17%) HP
5 1 (4.17%) IBM
5 1 (4.17%) Informatica
5 1 (4.17%) LogRhythm
5 1 (4.17%) McAfee
5 1 (4.17%) MicroStrategy
5 1 (4.17%) Netezza
5 1 (4.17%) Oracle
5 1 (4.17%) Symantec
5 1 (4.17%) Teradata
5 1 (4.17%) Twitter
Cardiff, South Glamorgan
Oliver Bernard
Salary: £80000 - £100000 per annum + Benefits + Bonus
Posted: Yesterday
Cardiff, South Glamorgan
IntaPeople
Salary: £20000 - £22000 per annum
Posted: 2 days ago
Cardiff, South Glamorgan
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 3 days ago