Period
to 25 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 25 May 2018 with a comparison to the same period in the previous 2 years.

Analytics
South West > Gloucestershire
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 67 95 49
Rank change year-on-year +28 -46 +44
Permanent jobs citing Analytics 59 57 104
As % of all permanent IT jobs advertised in Gloucestershire 3.78% 3.19% 5.10%
As % of the Processes & Methodologies category 4.15% 3.42% 5.73%
Number of salaries quoted 56 49 65
Gloucestershire median annual salary £55,000 £50,000 £47,500
Median salary % change year-on-year +10.00% +5.26% +5.56%
10th Percentile £31,250 £36,000 £32,500
90th Percentile £76,250 £70,000 £67,000
South West median annual salary £47,500 £48,500 £45,000
% change year-on-year -2.06% +7.78% +28.57%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,421 1,669 1,816
As % of all permanent IT jobs advertised in Gloucestershire 91.15% 93.34% 89.06%
Number of salaries quoted 1,160 1,361 1,205
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +8.43%
10th Percentile £26,250 £26,250 £26,750
90th Percentile £65,000 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Analytics
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Analytics in Gloucestershire

Analytics
Salary Trend in Gloucestershire

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

Salary trend for Analytics in Gloucestershire

Analytics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Analytics in Gloucestershire over the 6 months to 25 May 2018.

Salary histogram for Analytics in Gloucestershire

Analytics
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Gloucestershire region over the 6 months to 25 May 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham 0 27 £55,000 - 4
Gloucester +14 15 £55,000 +10.00% 4
Tetbury - 4 £41,250 -
Cirencester - 2 £35,000 -
Analytics
South West

For the 6 months to 25 May 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Gloucestershire region with a requirement for Analytics.

1 24 (40.68%) Agile Software Development
2 23 (38.98%) Python
3 22 (37.29%) Java
3 22 (37.29%) SQL
4 21 (35.59%) Machine Learning
4 21 (35.59%) Data Analytics
5 16 (27.12%) Business Intelligence
6 13 (22.03%) HTML
7 12 (20.34%) SQL Server
7 12 (20.34%) Finance
7 12 (20.34%) Security Cleared
8 11 (18.64%) DV Cleared
8 11 (18.64%) Visualisation
8 11 (18.64%) Big Data
8 11 (18.64%) CSS
8 11 (18.64%) JavaScript
8 11 (18.64%) Degree
9 10 (16.95%) Data Analysis
10 9 (15.25%) C
10 9 (15.25%) Unix
10 9 (15.25%) Node.js
10 9 (15.25%) AngularJS
10 9 (15.25%) React
10 9 (15.25%) Apache Spark
11 8 (13.56%) Algorithms
11 8 (13.56%) Data Engineering
11 8 (13.56%) Analytical Skills
11 8 (13.56%) Power BI
11 8 (13.56%) Data Science
11 8 (13.56%) Backbone.js

Analytics
Co-occurring IT Skills in Gloucestershire 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 9 (15.25%) Apache Spark
2 7 (11.86%) Elasticsearch
3 5 (8.47%) SAS
4 2 (3.39%) Apache
4 2 (3.39%) JBoss
4 2 (3.39%) Tomcat
5 1 (1.69%) WordPress
Applications
1 3 (5.08%) Microsoft Excel
Business Applications
1 5 (8.47%) Dynamics CRM
2 2 (3.39%) Cognos TM1
Cloud Services
1 7 (11.86%) Amazon AWS
1 7 (11.86%) Microsoft Azure
2 5 (8.47%) SaaS
3 3 (5.08%) Azure Active Directory
3 3 (5.08%) Azure Data Factory
4 2 (3.39%) Data Lake Analytics
4 2 (3.39%) PaaS
5 1 (1.69%) Amazon EC2
5 1 (1.69%) Amazon EMR
5 1 (1.69%) Amazon Kinesis
5 1 (1.69%) Amazon SQS
5 1 (1.69%) Google Analytics
Communications & Networking
1 4 (6.78%) Internet
Database & Business Intelligence
1 12 (20.34%) SQL Server
2 11 (18.64%) Big Data
3 8 (13.56%) Power BI
3 8 (13.56%) SQL Server Integration Services
4 7 (11.86%) MongoDB
4 7 (11.86%) SQL Server Reporting Services
5 6 (10.17%) Data Lake
5 6 (10.17%) Data Warehouse
5 6 (10.17%) Hadoop
5 6 (10.17%) SQL Server 2012
6 5 (8.47%) SQL Server 2005
6 5 (8.47%) SQL Server 2008
6 5 (8.47%) SQL Server 2016
7 4 (6.78%) Apache Cassandra
7 4 (6.78%) Qlik Sense
7 4 (6.78%) SQL Server Analysis Services
8 3 (5.08%) Azure SQL Data Warehouse
8 3 (5.08%) HDInsight
8 3 (5.08%) QlikView
9 2 (3.39%) Microsoft Analysis Services
Development Applications
1 2 (3.39%) Git (software)
1 2 (3.39%) Hudson
1 2 (3.39%) Jenkins
1 2 (3.39%) JIRA
1 2 (3.39%) Selenium
2 1 (1.69%) ERwin
General
1 12 (20.34%) Finance
2 5 (8.47%) Manufacturing
3 4 (6.78%) Retail
4 2 (3.39%) Banking
4 2 (3.39%) Electronics
4 2 (3.39%) Marketing
4 2 (3.39%) Telecoms
5 1 (1.69%) Advertising
Job Titles
1 15 (25.42%) Developer
2 7 (11.86%) Analyst
2 7 (11.86%) Java Developer
3 6 (10.17%) Data Scientist
3 6 (10.17%) Software Engineer
4 5 (8.47%) Machine Learning Engineer
5 4 (6.78%) Business Intelligence Analyst
5 4 (6.78%) Data Engineer
5 4 (6.78%) Senior Data Scientist
5 4 (6.78%) Test Engineer
6 3 (5.08%) Big Data Engineer
6 3 (5.08%) Data Analyst
6 3 (5.08%) Java Engineer
7 2 (3.39%) Analytics Manager
7 2 (3.39%) Azure Developer
7 2 (3.39%) Data Analytics Manager
7 2 (3.39%) DV Cleared Java Developer
7 2 (3.39%) SC Cleared Java Developer
7 2 (3.39%) Test Automation Engineer
7 2 (3.39%) TM1 Developer
Libraries, Frameworks & Software Standards
1 13 (22.03%) HTML
2 11 (18.64%) CSS
3 9 (15.25%) AngularJS
3 9 (15.25%) Node.js
3 9 (15.25%) React
4 8 (13.56%) Backbone.js
5 7 (11.86%) CSS3
5 7 (11.86%) Hibernate
5 7 (11.86%) HTML5
5 7 (11.86%) jQuery
5 7 (11.86%) Spring
6 5 (8.47%) D3.js
6 5 (8.47%) Kafka
6 5 (8.47%) Twitter Bootstrap
7 4 (6.78%) Express
7 4 (6.78%) J2EE
7 4 (6.78%) MEAN Stack
7 4 (6.78%) RESTful
8 2 (3.39%) .NET
8 2 (3.39%) XML
Miscellaneous
1 8 (13.56%) Algorithms
1 8 (13.56%) Analytical Skills
2 5 (8.47%) Computer Science
3 4 (6.78%) Self-Motivation
4 3 (5.08%) Greenfield Project
5 2 (3.39%) Embedded Systems
5 2 (3.39%) FMCG
5 2 (3.39%) Internet of Things
5 2 (3.39%) User Experience
6 1 (1.69%) Cybercrime
6 1 (1.69%) Driving Licence
Operating Systems
1 9 (15.25%) Unix
2 3 (5.08%) Linux
3 2 (3.39%) Android
3 2 (3.39%) Apple iOS
3 2 (3.39%) Oracle Linux
4 1 (1.69%) Fedora
4 1 (1.69%) Ubuntu
Processes & Methodologies
1 24 (40.68%) Agile Software Development
2 21 (35.59%) Data Analytics
2 21 (35.59%) Machine Learning
3 16 (27.12%) Business Intelligence
4 11 (18.64%) Visualisation
5 10 (16.95%) Data Analysis
6 8 (13.56%) Data Engineering
6 8 (13.56%) Data Science
7 7 (11.86%) ETL
7 7 (11.86%) Software Engineering
8 6 (10.17%) Data Management
8 6 (10.17%) DevOps
8 6 (10.17%) Mathematics
8 6 (10.17%) Migration
8 6 (10.17%) Problem-Solving
8 6 (10.17%) Stakeholder Engagement
8 6 (10.17%) Statistical Modelling
8 6 (10.17%) Test Automation
9 5 (8.47%) Data Visualisation
9 5 (8.47%) IT Strategy
Programming Languages
1 23 (38.98%) Python
2 22 (37.29%) Java
2 22 (37.29%) SQL
3 11 (18.64%) JavaScript
4 9 (15.25%) C
5 8 (13.56%) T-SQL
6 6 (10.17%) R
7 5 (8.47%) C++
7 5 (8.47%) Perl
7 5 (8.47%) Scala
8 4 (6.78%) Shell Script
9 3 (5.08%) U-SQL
10 2 (3.39%) Bash Shell
10 2 (3.39%) C#
10 2 (3.39%) PL/SQL
10 2 (3.39%) VB
11 1 (1.69%) PHP
11 1 (1.69%) Ruby
Qualifications
1 12 (20.34%) Security Cleared
2 11 (18.64%) Degree
2 11 (18.64%) DV Cleared
3 7 (11.86%) SC Cleared
4 4 (6.78%) PhD
5 1 (1.69%) Numerate Degree
Quality Assurance & Compliance
1 6 (10.17%) Data Quality
2 1 (1.69%) QA
System Software
1 3 (5.08%) Active Directory
2 1 (1.69%) HDFS
2 1 (1.69%) ISA Server
Systems Management
1 2 (3.39%) Opscode Chef
1 2 (3.39%) Puppet
2 1 (1.69%) Ambari
2 1 (1.69%) Ansible
2 1 (1.69%) Plesk
Vendors
1 7 (11.86%) Microsoft
2 5 (8.47%) Tableau
3 4 (6.78%) Oracle
4 3 (5.08%) Cognos
4 3 (5.08%) Google
5 2 (3.39%) Red Hat
5 2 (3.39%) SAP
6 1 (1.69%) Atlassian
6 1 (1.69%) Cloudera
6 1 (1.69%) Hortonworks
6 1 (1.69%) IBM