Period
to 23 February 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 23 February 2018 with a comparison to the same period in the previous 2 years.

Analytics
South West > Gloucestershire
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 58 102 62
Rank change year-on-year +44 -40 +39
Permanent jobs citing Analytics 65 55 85
As % of all permanent IT jobs advertised in Gloucestershire 4.55% 2.57% 4.27%
As % of the Processes & Methodologies category 5.07% 2.81% 4.74%
Number of salaries quoted 55 41 60
Gloucestershire median annual salary £47,500 £50,000 £49,000
Median salary % change year-on-year -5.00% +2.04% +3.16%
10th Percentile £22,750 £36,250 £31,025
90th Percentile £62,500 £63,750 £75,675
South West median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% +36.36%

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 1,282 1,954 1,793
As % of all permanent IT jobs advertised in Gloucestershire 89.78% 91.35% 90.01%
Number of salaries quoted 1,036 1,604 1,315
Gloucestershire median annual salary £45,000 £42,000 £43,000
Median salary % change year-on-year +7.14% -2.33% +7.50%
10th Percentile £26,250 £27,500 £26,750
90th Percentile £62,500 £62,500 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +3.23%

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 23 February 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 23 February 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 +37 32 £44,250 -6.84% 3
Gloucester +21 9 £47,500 -5.00% 3
Cirencester - 8 £28,750 - 1
Analytics
South West

For the 6 months to 23 February 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 33 (50.77%) Agile Software Development
2 30 (46.15%) Java
3 29 (44.62%) Machine Learning
4 26 (40.00%) SQL
5 24 (36.92%) JavaScript
6 23 (35.38%) HTML
7 21 (32.31%) CSS
7 21 (32.31%) Business Intelligence
7 21 (32.31%) Spring
8 20 (30.77%) Hibernate
8 20 (30.77%) jQuery
8 20 (30.77%) AngularJS
8 20 (30.77%) Node.js
8 20 (30.77%) React
9 18 (27.69%) SQL Server
10 17 (26.15%) Twitter Bootstrap
11 16 (24.62%) Python
12 15 (23.08%) Degree
12 15 (23.08%) SQL Server Integration Services
12 15 (23.08%) Analytical Skills
12 15 (23.08%) Amazon AWS
13 14 (21.54%) Backbone.js
13 14 (21.54%) Data Analytics
13 14 (21.54%) Power BI
14 13 (20.00%) Data Management
15 12 (18.46%) Data Warehouse
15 12 (18.46%) Statistical Modelling
15 12 (18.46%) Security Cleared
16 11 (16.92%) DV Cleared
16 11 (16.92%) HTML5

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 (13.85%) Apache Spark
2 7 (10.77%) SAS
3 5 (7.69%) Elasticsearch
4 3 (4.62%) IIS
5 2 (3.08%) JBoss
5 2 (3.08%) Tomcat
6 1 (1.54%) Apache Pig
Applications
1 9 (13.85%) Microsoft Excel
Business Applications
1 5 (7.69%) Dynamics CRM
2 1 (1.54%) Cognos TM1
Cloud Services
1 15 (23.08%) Amazon AWS
2 7 (10.77%) Microsoft Azure
3 5 (7.69%) SaaS
4 4 (6.15%) Azure Data Factory
5 3 (4.62%) Azure Active Directory
6 2 (3.08%) Data Lake Analytics
6 2 (3.08%) PaaS
7 1 (1.54%) Amazon EC2
7 1 (1.54%) Amazon EMR
7 1 (1.54%) Amazon Kinesis
7 1 (1.54%) Amazon SQS
7 1 (1.54%) Cortana Intelligence Suite
Communications & Networking
1 6 (9.23%) Internet
2 3 (4.62%) Firewall
Database & Business Intelligence
1 18 (27.69%) SQL Server
2 15 (23.08%) SQL Server Integration Services
3 14 (21.54%) Power BI
4 12 (18.46%) Data Warehouse
5 11 (16.92%) Big Data
6 9 (13.85%) Hadoop
6 9 (13.85%) Qlik Sense
7 8 (12.31%) SQL Server Reporting Services
8 7 (10.77%) Data Lake
9 6 (9.23%) BusinessObjects
9 6 (9.23%) MongoDB
9 6 (9.23%) SQL Server 2012
10 5 (7.69%) SQL Server 2005
10 5 (7.69%) SQL Server 2008
10 5 (7.69%) SQL Server 2016
10 5 (7.69%) SQL Server Analysis Services
11 4 (6.15%) Azure SQL Data Warehouse
11 4 (6.15%) QlikView
12 3 (4.62%) HDInsight
12 3 (4.62%) Relational Database
Development Applications
1 5 (7.69%) ERwin
2 2 (3.08%) Git (software)
2 2 (3.08%) Hudson
2 2 (3.08%) Jenkins
2 2 (3.08%) JIRA
3 1 (1.54%) Selenium
3 1 (1.54%) SpecFlow
3 1 (1.54%) webpack
General
1 9 (13.85%) Finance
2 5 (7.69%) Retail
3 4 (6.15%) Manufacturing
4 2 (3.08%) Advertising
5 1 (1.54%) Electronics
5 1 (1.54%) Marketing
5 1 (1.54%) Telecoms
Job Titles
1 27 (41.54%) Developer
2 19 (29.23%) Java Developer
3 15 (23.08%) Analyst
4 10 (15.38%) Data Analyst
5 6 (9.23%) Data Scientist
5 6 (9.23%) Senior Developer
5 6 (9.23%) Senior Java Developer
6 5 (7.69%) Full Stack Developer
6 5 (7.69%) Graduate
6 5 (7.69%) Graduate Developer
6 5 (7.69%) Graduate Java Developer
6 5 (7.69%) Senior Data Scientist
7 4 (6.15%) Java Engineer
7 4 (6.15%) Software Engineer
8 3 (4.62%) Big Data Engineer
8 3 (4.62%) Information Assurance Leader
8 3 (4.62%) Information Assurance Manager
8 3 (4.62%) Information Manager
8 3 (4.62%) Java Software Engineer
9 2 (3.08%) Senior Full Stack Developer
Libraries, Frameworks & Software Standards
1 23 (35.38%) HTML
2 21 (32.31%) CSS
2 21 (32.31%) Spring
3 20 (30.77%) AngularJS
3 20 (30.77%) Hibernate
3 20 (30.77%) jQuery
3 20 (30.77%) Node.js
3 20 (30.77%) React
4 17 (26.15%) Twitter Bootstrap
5 14 (21.54%) Backbone.js
6 11 (16.92%) CSS3
6 11 (16.92%) HTML5
7 6 (9.23%) Kafka
8 3 (4.62%) D3.js
8 3 (4.62%) J2EE
8 3 (4.62%) Natural Language Processing
9 2 (3.08%) Express
9 2 (3.08%) JSON
9 2 (3.08%) RESTful
9 2 (3.08%) TensorFlow
Miscellaneous
1 15 (23.08%) Analytical Skills
2 6 (9.23%) Algorithms
2 6 (9.23%) Computer Science
3 3 (4.62%) CESG
3 3 (4.62%) CESG CLAS
4 2 (3.08%) FMCG
4 2 (3.08%) Internet of Things
4 2 (3.08%) User Experience
5 1 (1.54%) Driving Licence
5 1 (1.54%) Embedded Systems
5 1 (1.54%) PKI
Operating Systems
1 5 (7.69%) Unix
2 4 (6.15%) Linux
3 2 (3.08%) Oracle Linux
4 1 (1.54%) Android
4 1 (1.54%) Apple iOS
Processes & Methodologies
1 33 (50.77%) Agile Software Development
2 29 (44.62%) Machine Learning
3 21 (32.31%) Business Intelligence
4 14 (21.54%) Data Analytics
5 13 (20.00%) Data Management
6 12 (18.46%) Statistical Modelling
7 11 (16.92%) Mathematics
8 10 (15.38%) Data Modelling
8 10 (15.38%) Migration
8 10 (15.38%) Visualisation
9 8 (12.31%) Data Analysis
9 8 (12.31%) Data Mapping
9 8 (12.31%) Data Science
9 8 (12.31%) ETL
10 7 (10.77%) Software Engineering
11 6 (9.23%) Statistics
11 6 (9.23%) Time Management
12 5 (7.69%) CRM
12 5 (7.69%) Data Engineering
12 5 (7.69%) Telematics
Programming Languages
1 30 (46.15%) Java
2 26 (40.00%) SQL
3 24 (36.92%) JavaScript
4 16 (24.62%) Python
5 7 (10.77%) C
6 6 (9.23%) Perl
6 6 (9.23%) R
6 6 (9.23%) T-SQL
7 5 (7.69%) C++
8 3 (4.62%) U-SQL
9 2 (3.08%) Bash Shell
9 2 (3.08%) PL/SQL
9 2 (3.08%) Ruby
9 2 (3.08%) Scala
9 2 (3.08%) VB
10 1 (1.54%) C#
10 1 (1.54%) Shell Script
Qualifications
1 15 (23.08%) Degree
2 12 (18.46%) Security Cleared
3 11 (16.92%) DV Cleared
4 6 (9.23%) Numerate Degree
4 6 (9.23%) PhD
4 6 (9.23%) SC Cleared
5 3 (4.62%) CESG Certified Professional
5 3 (4.62%) CISSP
5 3 (4.62%) CLAS
5 3 (4.62%) IISP
5 3 (4.62%) Master's Degree
6 1 (1.54%) ISEB
6 1 (1.54%) ISTQB
Quality Assurance & Compliance
1 4 (6.15%) Data Quality
2 3 (4.62%) HMG Security Policy Framework
2 3 (4.62%) ISO/IEC 27001
2 3 (4.62%) RMADS
3 1 (1.54%) QA
System Software
1 3 (4.62%) Active Directory
2 1 (1.54%) Docker
2 1 (1.54%) HDFS
2 1 (1.54%) Hyper-V
2 1 (1.54%) VMware Infrastructure
Systems Management
1 2 (3.08%) Opscode Chef
1 2 (3.08%) Puppet
2 1 (1.54%) Ansible
2 1 (1.54%) Salt
Vendors
1 10 (15.38%) Google
1 10 (15.38%) Tableau
2 8 (12.31%) Microsoft
3 5 (7.69%) Oracle
4 4 (6.15%) Cognos
4 4 (6.15%) Twitter
5 2 (3.08%) Red Hat
6 1 (1.54%) SAP
6 1 (1.54%) VMware