The following table provides summary statistics for permanent job vacancies advertised in Wales 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Analytics
UK / Wales
Rank 82 62 77
Rank change year-on-year -20 +15  
Permanent jobs citing Analytics 18 42 29
As % of all permanent IT jobs advertised in Wales 1.63% 3.01% 2.21%
As % of the Processes & Methodologies category 1.89% 3.72% 2.61%
Number of salaries quoted 15 36 23
Median salary £41,250 £45,000 £32,500
Median salary % change year-on-year -8.33% +38.46%  
90% offered a salary of more than £34,650 £35,000 £21,000
10% offered a salary of more than £45,000 £50,000 £55,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 Wales with a requirement for process and methodology skills.

Process & Methodology Skills
Wales
Permanent job vacancies with a requirement for process and methodology skills 954 1130 1113
As % of all permanent IT job vacancies advertised in Wales 86.33% 81.06% 84.83%
Number of salaries quoted 777 946 948
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.66% -  
90% offered a salary of more than £27,500 £27,000 £25,000
10% offered a salary of more than £52,500 £55,000 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in Wales

The job posting trend of jobs advertised in Wales 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 Wales

Analytics
Salary Trend in Wales

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

Salary trend for Analytics in Wales

Analytics
Salary Histogram in Wales

The salary distribution of IT jobs citing Analytics in Wales over the 3 months to 24 March 2017.

Salary histogram for Analytics in Wales

Analytics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Wales region over the 3 months to 24 March 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
South Wales -13 16 £42,500 -5.55% 5
West Wales - 1 £28,000 - 3
Analytics
UK

Analytics
Top 30 Related IT Skills in Wales

For the 6 months to 24 March 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 Wales region with a requirement for Analytics.

1 20 (46.51%) Agile Software Development
2 18 (41.86%) Finance
3 14 (32.56%) Business Intelligence
3 14 (32.56%) Google
4 13 (30.23%) Python
5 12 (27.91%) SQL
5 12 (27.91%) Machine Learning
6 10 (23.26%) Marketing
6 10 (23.26%) Data Analytics
7 8 (18.60%) Google Analytics
7 8 (18.60%) Data Analysis
7 8 (18.60%) JavaScript
7 8 (18.60%) HTML
8 7 (16.28%) SQL Server
8 7 (16.28%) CSS
8 7 (16.28%) Microsoft
8 7 (16.28%) SQL Server Reporting Services
8 7 (16.28%) Hadoop
8 7 (16.28%) Tableau
8 7 (16.28%) Analytical Skills
9 6 (13.95%) Apache Spark
9 6 (13.95%) SDLC
9 6 (13.95%) Mentoring
9 6 (13.95%) CSS3
9 6 (13.95%) Visualisation
9 6 (13.95%) Continuous Integration
9 6 (13.95%) Facebook
9 6 (13.95%) Twitter
9 6 (13.95%) HTML5
9 6 (13.95%) Twitter Bootstrap

Analytics
Top Related IT Skills in 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 6 (13.95%) Apache Spark
2 4 (9.30%) Apache Pig
3 2 (4.65%) Elasticsearch
4 1 (2.33%) SAS
Applications
1 1 (2.33%) MS Excel
1 1 (2.33%) MS Office
Business Applications
1 2 (4.65%) Radian6
Cloud Services
1 8 (18.60%) Google Analytics
2 3 (6.98%) Amazon AWS
3 1 (2.33%) AdWords
Communications & Networking
1 1 (2.33%) Ethernet
1 1 (2.33%) Firewall
1 1 (2.33%) FTP
1 1 (2.33%) HTTP
1 1 (2.33%) Unified Communications
1 1 (2.33%) WAN
Database & Business Intelligence
1 7 (16.28%) Hadoop
1 7 (16.28%) SQL Server
1 7 (16.28%) SQL Server Reporting Services
2 5 (11.63%) Data Warehouse
2 5 (11.63%) SQL Server Analysis Services
3 4 (9.30%) Apache Hive
4 3 (6.98%) Big Data
4 3 (6.98%) Mahout
5 2 (4.65%) Neo4j
5 2 (4.65%) NoSQL
5 2 (4.65%) PostgreSQL
5 2 (4.65%) QlikView
5 2 (4.65%) SQL Server Integration Services
6 1 (2.33%) Amazon Redshift
6 1 (2.33%) BusinessObjects
6 1 (2.33%) HBase
6 1 (2.33%) Oracle Reports
6 1 (2.33%) RDBMS
6 1 (2.33%) Relational Database
6 1 (2.33%) Star Schema
Development Applications
1 1 (2.33%) ERwin
1 1 (2.33%) Team Foundation Server
General
1 18 (41.86%) Finance
2 10 (23.26%) Marketing
3 6 (13.95%) Advertising
4 5 (11.63%) Aerospace
5 3 (6.98%) Retail
6 2 (4.65%) Games
6 2 (4.65%) Multimedia
7 1 (2.33%) Legal
7 1 (2.33%) Manufacturing
Job Titles
1 11 (25.58%) Developer
2 6 (13.95%) Analyst
2 6 (13.95%) Consultant
3 5 (11.63%) Business Consultant
3 5 (11.63%) Business Intelligence Consultant
3 5 (11.63%) Data Scientist
3 5 (11.63%) HTML CSS Developer
3 5 (11.63%) HTML Developer
3 5 (11.63%) JavaScript Developer
3 5 (11.63%) Python Developer
3 5 (11.63%) Python Web Developer
3 5 (11.63%) Web Developer
4 3 (6.98%) Digital Marketing Manager
4 3 (6.98%) Machine Learning Scientist
4 3 (6.98%) Marketing Manager
4 3 (6.98%) SEO Specialist
5 2 (4.65%) Business Intelligence Developer
5 2 (4.65%) Data Analyst
5 2 (4.65%) Product Manager
5 2 (4.65%) Senior Analyst
Libraries, Frameworks & Software Standards
1 8 (18.60%) HTML
2 7 (16.28%) CSS
3 6 (13.95%) CSS3
3 6 (13.95%) HTML5
3 6 (13.95%) jQuery
3 6 (13.95%) Twitter Bootstrap
4 3 (6.98%) Natural Language Processing
4 3 (6.98%) XML
5 2 (4.65%) Web Services
6 1 (2.33%) AngularJS
6 1 (2.33%) Django
6 1 (2.33%) Elastic Stack
6 1 (2.33%) Ember.js
6 1 (2.33%) JSON
6 1 (2.33%) Node.js
6 1 (2.33%) React
6 1 (2.33%) REST
6 1 (2.33%) RESTful
6 1 (2.33%) SOAP
6 1 (2.33%) Vue.js
Miscellaneous
1 7 (16.28%) Analytical Skills
2 5 (11.63%) Algorithms
3 4 (9.30%) User Experience
4 2 (4.65%) Social Media
5 1 (2.33%) Computer Science
5 1 (2.33%) Data Centre
5 1 (2.33%) Data Structures
5 1 (2.33%) Life Science
5 1 (2.33%) Management Information System
5 1 (2.33%) Security Operations Centre
5 1 (2.33%) Virtual Team
Operating Systems
1 1 (2.33%) Unix
1 1 (2.33%) Windows
1 1 (2.33%) Windows Server
Processes & Methodologies
1 20 (46.51%) Agile Software Development
2 14 (32.56%) Business Intelligence
3 12 (27.91%) Machine Learning
4 10 (23.26%) Data Analytics
5 8 (18.60%) Data Analysis
6 6 (13.95%) Continuous Integration
6 6 (13.95%) Mentoring
6 6 (13.95%) SDLC
6 6 (13.95%) Visualisation
6 6 (13.95%) Web Development
7 5 (11.63%) ETL
7 5 (11.63%) Statistics
7 5 (11.63%) Waterfall
8 4 (9.30%) Business Analysis
8 4 (9.30%) CRM
8 4 (9.30%) Digital Marketing
8 4 (9.30%) Mathematics
8 4 (9.30%) Pay per click
8 4 (9.30%) Statistical Modelling
9 3 (6.98%) Stakeholder Engagement
Programming Languages
1 13 (30.23%) Python
2 12 (27.91%) SQL
3 8 (18.60%) JavaScript
4 6 (13.95%) PHP
4 6 (13.95%) Ruby
5 5 (11.63%) T-SQL
6 4 (9.30%) Scala
7 3 (6.98%) R
8 2 (4.65%) C#
8 2 (4.65%) Java
9 1 (2.33%) C
9 1 (2.33%) C++
9 1 (2.33%) PL/SQL
Qualifications
1 5 (11.63%) Degree
2 2 (4.65%) Postgraduate
3 1 (2.33%) CISSP
3 1 (2.33%) Microsoft Certification
Quality Assurance & Compliance
1 2 (4.65%) Data Quality
2 1 (2.33%) Actionable Recommendations
System Software
1 2 (4.65%) HDFS
Systems Management
1 1 (2.33%) Host Intrusion Detection System
1 1 (2.33%) Kibana
1 1 (2.33%) logstash
1 1 (2.33%) Norton AntiVirus
Vendors
1 14 (32.56%) Google
2 7 (16.28%) Microsoft
2 7 (16.28%) Tableau
3 6 (13.95%) Facebook
3 6 (13.95%) Twitter
4 3 (6.98%) Adobe
4 3 (6.98%) Omniture
4 3 (6.98%) Oracle
5 1 (2.33%) Ab Initio
5 1 (2.33%) Alteryx
5 1 (2.33%) Avaya
5 1 (2.33%) Cisco
5 1 (2.33%) DoubleClick
5 1 (2.33%) Informatica
5 1 (2.33%) MicroStrategy
5 1 (2.33%) Netezza
5 1 (2.33%) Riverbed
5 1 (2.33%) Splunk
5 1 (2.33%) Symantec
5 1 (2.33%) Teradata
Cardiff, South Glamorgan
Sanderson
Salary: £22000 - £25000 per annum
Posted: Yesterday
Swansea, West Glamorgan
Experis Ltd
Salary: £37428.00 - £42991.00 per annum
Posted: Yesterday
Milford Haven, Dyfed
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Salary: £34,500 per annum
Posted: 7 days ago
Cardiff, South Glamorgan
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Swansea, West Glamorgan
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Salary: £49835.00 - £60649.00 per annum
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