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 3 months to 30 April 2017 with a comparison to the same period in the previous 2 years.

Analytics
South Wales / Cardiff
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 53 56 51
Rank change year-on-year +3 -5  
Permanent jobs citing Analytics 14 13 14
As % of all permanent IT jobs advertised in Cardiff 2.50% 2.00% 2.09%
As % of the Processes & Methodologies category 2.78% 2.36% 2.42%
Number of salaries quoted 13 10 11
Median salary £40,000 £41,250 £21,000
Median salary % change year-on-year -3.03% +96.42%  
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 504 550 578
As % of all permanent IT job vacancies advertised in Cardiff 90.00% 84.49% 86.14%
Number of salaries quoted 434 464 477
Median salary £40,291 £40,000 £37,500
Median salary % change year-on-year +0.72% +6.66%  
90% offered a salary of more than £27,500 £26,500 £26,500
10% offered a salary of more than £60,000 £55,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 30 April 2017.

Salary histogram for Analytics in Cardiff

For the 6 months to 30 April 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 (48.15%) SQL
1 13 (48.15%) Business Intelligence
2 10 (37.04%) Finance
2 10 (37.04%) Agile Software Development
3 8 (29.63%) ETL
3 8 (29.63%) Microsoft
3 8 (29.63%) SQL Server
3 8 (29.63%) Data Warehouse
4 7 (25.93%) Degree
4 7 (25.93%) Analytical Skills
5 6 (22.22%) Marketing
5 6 (22.22%) Data Analysis
5 6 (22.22%) Visualisation
5 6 (22.22%) Data Visualisation
6 5 (18.52%) CRM
6 5 (18.52%) SQL Server Reporting Services
6 5 (18.52%) Google
6 5 (18.52%) Pay per click
6 5 (18.52%) Google Analytics
7 4 (14.81%) Digital Marketing
7 4 (14.81%) Data Cleansing
7 4 (14.81%) SQL Server Integration Services
7 4 (14.81%) Mathematics
7 4 (14.81%) Hadoop
7 4 (14.81%) Data Governance
7 4 (14.81%) Advertising
7 4 (14.81%) E-Commerce
7 4 (14.81%) Mentoring
8 3 (11.11%) User Experience
8 3 (11.11%) Apache Spark

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 3 (11.11%) Apache Spark
2 1 (3.70%) Apache Pig
2 1 (3.70%) CMS
2 1 (3.70%) Elasticsearch
2 1 (3.70%) SAS
Applications
1 2 (7.41%) Microsoft Excel
Business Applications
1 1 (3.70%) Dynamics AX
1 1 (3.70%) Dynamics CRM
Cloud Services
1 5 (18.52%) Google Analytics
2 2 (7.41%) Amazon AWS
Communications & Networking
1 2 (7.41%) Firewall
2 1 (3.70%) FTP
Database & Business Intelligence
1 8 (29.63%) Data Warehouse
1 8 (29.63%) SQL Server
2 5 (18.52%) SQL Server Reporting Services
3 4 (14.81%) Hadoop
3 4 (14.81%) SQL Server Integration Services
4 3 (11.11%) SQL Server Analysis Services
5 2 (7.41%) Neo4j
5 2 (7.41%) NoSQL
5 2 (7.41%) PostgreSQL
6 1 (3.70%) Amazon Redshift
6 1 (3.70%) Apache Hive
6 1 (3.70%) BusinessObjects
6 1 (3.70%) Enterprise Data Warehouse
6 1 (3.70%) HBase
6 1 (3.70%) Oracle Database
6 1 (3.70%) Oracle Reports
6 1 (3.70%) QlikView
6 1 (3.70%) RDBMS
6 1 (3.70%) Relational Database
6 1 (3.70%) Star Schema
Development Applications
1 1 (3.70%) ERwin
1 1 (3.70%) Team Foundation Server
General
1 10 (37.04%) Finance
2 6 (22.22%) Marketing
3 4 (14.81%) Advertising
4 3 (11.11%) Retail
5 2 (7.41%) Games
5 2 (7.41%) Multimedia
6 1 (3.70%) Legal
6 1 (3.70%) Publishing
Job Titles
1 6 (22.22%) Developer
2 5 (18.52%) Analyst
3 4 (14.81%) Senior Developer
3 4 (14.81%) Senior SQL Developer
3 4 (14.81%) SQL Developer
4 3 (11.11%) Business Consultant
4 3 (11.11%) Business Intelligence Consultant
4 3 (11.11%) Consultant
4 3 (11.11%) Digital Marketing Manager
4 3 (11.11%) Marketing Manager
5 2 (7.41%) Business Intelligence Developer
5 2 (7.41%) Data Analyst
5 2 (7.41%) Data Scientist
5 2 (7.41%) Excel Analyst
5 2 (7.41%) Product Manager
5 2 (7.41%) Security Analyst
5 2 (7.41%) SEO Specialist
5 2 (7.41%) SQL Analyst
5 2 (7.41%) SQL Data Analyst
6 1 (3.70%) IT Analyst
Libraries, Frameworks & Software Standards
1 2 (7.41%) Natural Language Processing
1 2 (7.41%) XML
2 1 (3.70%) Elastic Stack
2 1 (3.70%) RESTful
2 1 (3.70%) SOAP
2 1 (3.70%) Web Services
Miscellaneous
1 7 (25.93%) Analytical Skills
2 3 (11.11%) User Experience
3 2 (7.41%) Algorithms
3 2 (7.41%) Management Information System
3 2 (7.41%) Security Operations Centre
4 1 (3.70%) Blog
4 1 (3.70%) Data Structures
4 1 (3.70%) Photography
4 1 (3.70%) Social Media
Operating Systems
1 1 (3.70%) Unix
Processes & Methodologies
1 13 (48.15%) Business Intelligence
2 10 (37.04%) Agile Software Development
3 8 (29.63%) ETL
4 6 (22.22%) Data Analysis
4 6 (22.22%) Data Visualisation
4 6 (22.22%) Visualisation
5 5 (18.52%) CRM
5 5 (18.52%) Pay per click
6 4 (14.81%) Data Cleansing
6 4 (14.81%) Data Governance
6 4 (14.81%) Digital Marketing
6 4 (14.81%) E-Commerce
6 4 (14.81%) Mathematics
6 4 (14.81%) Mentoring
7 3 (11.11%) Data Engineering
7 3 (11.11%) SEO
7 3 (11.11%) Statistics
7 3 (11.11%) Waterfall
8 2 (7.41%) Data Modelling
8 2 (7.41%) Scrum
Programming Languages
1 13 (48.15%) SQL
2 3 (11.11%) T-SQL
3 2 (7.41%) Python
3 2 (7.41%) VB
3 2 (7.41%) VBScript
4 1 (3.70%) C
4 1 (3.70%) Java
4 1 (3.70%) Scala
Qualifications
1 7 (25.93%) Degree
2 2 (7.41%) CISSP
2 2 (7.41%) Postgraduate
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
System Software
1 2 (7.41%) HDFS
Systems Management
1 2 (7.41%) Host Intrusion Detection System
2 1 (3.70%) Kibana
2 1 (3.70%) logstash
2 1 (3.70%) Norton AntiVirus
2 1 (3.70%) QRadar
Vendors
1 8 (29.63%) Microsoft
2 5 (18.52%) Google
3 3 (11.11%) Adobe
3 3 (11.11%) Omniture
3 3 (11.11%) Tableau
4 2 (7.41%) Oracle
4 2 (7.41%) Splunk
5 1 (3.70%) Ab Initio
5 1 (3.70%) ArcSight
5 1 (3.70%) Cisco
5 1 (3.70%) HP
5 1 (3.70%) IBM
5 1 (3.70%) Informatica
5 1 (3.70%) Intel Security
5 1 (3.70%) LogRhythm
5 1 (3.70%) MicroStrategy
5 1 (3.70%) Netezza
5 1 (3.70%) Symantec
5 1 (3.70%) Teradata
Cardiff, South Glamorgan
IntaPeople
Salary: £27282 per annum
Posted: Yesterday