Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Analytics
South West > Gloucestershire
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 46 99 58
Rank change year-on-year +53 -41 +29
Permanent jobs citing Analytics 95 50 110
As % of all permanent IT jobs advertised in Gloucestershire 5.66% 3.03% 5.22%
As % of the Processes & Methodologies category 6.08% 3.29% 5.78%
Number of salaries quoted 85 38 79
Gloucestershire median annual salary £57,500 £52,500 £47,500
Median salary % change year-on-year +9.52% +10.53% -13.64%
10th Percentile £34,500 £34,625 £34,800
90th Percentile £76,250 £76,250 £67,000
South West median annual salary £47,500 £47,500 £47,500

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 1,563 1,519 1,904
As % of all permanent IT jobs advertised in Gloucestershire 93.09% 91.95% 90.32%
Number of salaries quoted 1,271 1,231 1,400
Gloucestershire median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +12.50%
10th Percentile £26,250 £25,500 £26,250
90th Percentile £66,250 £63,750 £65,000
South West median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

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 21 August 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 21 August 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
Gloucester +31 31 £55,000 +46.67% 7
Cheltenham +7 31 £55,000 - 2
Cirencester - 6 £65,000 -
Tetbury - 4 £41,250 -
Tewkesbury - 1 £35,000 - 1
Analytics
South West

For the 6 months to 21 August 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 46 (48.42%) Data Analytics
2 42 (44.21%) Python
3 33 (34.74%) Degree
4 32 (33.68%) Security Cleared
5 31 (32.63%) DV Cleared
6 30 (31.58%) Java
7 28 (29.47%) Agile Software Development
7 28 (29.47%) Data Science
8 26 (27.37%) SC Cleared
8 26 (27.37%) Machine Learning
9 23 (24.21%) C
10 22 (23.16%) C++
11 19 (20.00%) Software Engineering
12 18 (18.95%) JavaScript
12 18 (18.95%) AngularJS
13 17 (17.89%) Big Data
13 17 (17.89%) Statistics
13 17 (17.89%) Business Intelligence
13 17 (17.89%) Finance
14 16 (16.84%) SQL
15 15 (15.79%) Amazon AWS
16 14 (14.74%) Git (software)
16 14 (14.74%) PowerShell
16 14 (14.74%) Business Development
17 13 (13.68%) Mathematics
17 13 (13.68%) Computer Science
17 13 (13.68%) Microsoft Azure
17 13 (13.68%) HTML
17 13 (13.68%) Apache Spark
18 12 (12.63%) IT Strategy

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 13 (13.68%) Apache Spark
2 9 (9.47%) Elasticsearch
3 8 (8.42%) SAS
4 5 (5.26%) Apache
5 3 (3.16%) Apache Pig
5 3 (3.16%) WordPress
6 1 (1.05%) CMS
Applications
1 1 (1.05%) Microsoft Excel
Business Applications
1 2 (2.11%) Cognos TM1
Cloud Services
1 15 (15.79%) Amazon AWS
2 13 (13.68%) Microsoft Azure
3 4 (4.21%) Google Analytics
4 1 (1.05%) Amazon EC2
4 1 (1.05%) Amazon EMR
4 1 (1.05%) Azure Data Factory
4 1 (1.05%) IaaS
4 1 (1.05%) PaaS
Communications & Networking
1 5 (5.26%) Internet
2 2 (2.11%) TCP/IP
2 2 (2.11%) VLAN
Database & Business Intelligence
1 17 (17.89%) Big Data
2 9 (9.47%) Data Warehouse
3 8 (8.42%) MongoDB
4 7 (7.37%) Hadoop
5 6 (6.32%) Apache Cassandra
5 6 (6.32%) Apache Hive
6 5 (5.26%) MySQL
6 5 (5.26%) SQL Server
7 4 (4.21%) Power BI
8 3 (3.16%) Amazon Redshift
8 3 (3.16%) Neo4j
8 3 (3.16%) Presto
8 3 (3.16%) Qlik Sense
8 3 (3.16%) SQL Server Reporting Services
9 2 (2.11%) PostgreSQL
9 2 (2.11%) QlikView
9 2 (2.11%) SQL Server Integration Services
10 1 (1.05%) Azure SQL Database
10 1 (1.05%) SQL Server 2012
10 1 (1.05%) SQL Server 2014
Development Applications
1 14 (14.74%) Git (software)
2 4 (4.21%) Selenium
3 3 (3.16%) Maven
3 3 (3.16%) Subversion
4 2 (2.11%) Cucumber
4 2 (2.11%) GitLab
4 2 (2.11%) Jenkins
4 2 (2.11%) Vagrant
5 1 (1.05%) ERwin
General
1 17 (17.89%) Finance
2 9 (9.47%) Marketing
3 7 (7.37%) Electronics
3 7 (7.37%) Manufacturing
3 7 (7.37%) Telecoms
4 6 (6.32%) Law
5 2 (2.11%) Banking
6 1 (1.05%) Advertising
6 1 (1.05%) Retail
Job Titles
1 18 (18.95%) Data Scientist
2 17 (17.89%) Developer
3 11 (11.58%) Software Engineer
4 9 (9.47%) Senior Data Scientist
5 8 (8.42%) Software Developer
6 6 (6.32%) Data Engineer
6 6 (6.32%) Machine Learning Engineer
6 6 (6.32%) Test Engineer
7 5 (5.26%) JavaScript Developer
8 4 (4.21%) Data Manager
8 4 (4.21%) Integration Engineer
8 4 (4.21%) Java Developer
8 4 (4.21%) Test and Integration Engineer
9 3 (3.16%) Analyst
9 3 (3.16%) C++ Developer
9 3 (3.16%) C++ Software Developer
9 3 (3.16%) HTML Developer
9 3 (3.16%) MySQL Developer
9 3 (3.16%) PHP Developer
9 3 (3.16%) Web Developer
Libraries, Frameworks & Software Standards
1 18 (18.95%) AngularJS
2 13 (13.68%) HTML
3 11 (11.58%) Node.js
4 10 (10.53%) React
5 9 (9.47%) J2EE
6 7 (7.37%) CSS
6 7 (7.37%) XML
7 6 (6.32%) Java EE
7 6 (6.32%) Spring
8 4 (4.21%) Backbone.js
8 4 (4.21%) CSS3
8 4 (4.21%) D3.js
8 4 (4.21%) EJB
8 4 (4.21%) Express
8 4 (4.21%) Hibernate
8 4 (4.21%) HTML5
8 4 (4.21%) Kafka
8 4 (4.21%) MEAN Stack
8 4 (4.21%) RESTful
8 4 (4.21%) Vue.js
Miscellaneous
1 13 (13.68%) Computer Science
2 10 (10.53%) Algorithms
3 9 (9.47%) Analytical Skills
4 7 (7.37%) Cybercrime
5 6 (6.32%) Greenfield Project
5 6 (6.32%) Self-Motivation
6 5 (5.26%) Cyber Defence
7 4 (4.21%) Data Protection Act
8 3 (3.16%) Embedded Systems
8 3 (3.16%) Industry 4.0
9 2 (2.11%) Blog
9 2 (2.11%) CUDA
9 2 (2.11%) Enterprise Software
9 2 (2.11%) Public Cloud
9 2 (2.11%) Social Media
9 2 (2.11%) User Experience
9 2 (2.11%) Virtual Team
10 1 (1.05%) Data Centre
10 1 (1.05%) Driving Licence
10 1 (1.05%) Management Information System
Operating Systems
1 8 (8.42%) Unix
2 7 (7.37%) Linux
3 4 (4.21%) Android
3 4 (4.21%) Apple iOS
4 3 (3.16%) Windows
5 1 (1.05%) Fedora
5 1 (1.05%) Ubuntu
Processes & Methodologies
1 46 (48.42%) Data Analytics
2 28 (29.47%) Agile Software Development
2 28 (29.47%) Data Science
3 26 (27.37%) Machine Learning
4 19 (20.00%) Software Engineering
5 17 (17.89%) Business Intelligence
5 17 (17.89%) Statistics
6 14 (14.74%) Business Development
7 13 (13.68%) Mathematics
8 12 (12.63%) IT Strategy
9 11 (11.58%) DevOps
10 10 (10.53%) Artificial Intelligence
10 10 (10.53%) Cybersecurity
10 10 (10.53%) TDD
10 10 (10.53%) Test Automation
10 10 (10.53%) Visualisation
11 9 (9.47%) Data Analysis
11 9 (9.47%) Open Source
11 9 (9.47%) Programme Management
11 9 (9.47%) Scrum
Programming Languages
1 42 (44.21%) Python
2 30 (31.58%) Java
3 23 (24.21%) C
4 22 (23.16%) C++
5 18 (18.95%) JavaScript
6 16 (16.84%) SQL
7 14 (14.74%) PowerShell
8 10 (10.53%) C#
8 10 (10.53%) R
9 9 (9.47%) Ruby
10 7 (7.37%) Perl
11 4 (4.21%) Go
12 3 (3.16%) PHP
12 3 (3.16%) Scala
12 3 (3.16%) Shell Script
13 2 (2.11%) Bash Shell
13 2 (2.11%) T-SQL
14 1 (1.05%) Rust
14 1 (1.05%) VB
Qualifications
1 33 (34.74%) Degree
2 32 (33.68%) Security Cleared
3 31 (32.63%) DV Cleared
4 26 (27.37%) SC Cleared
5 3 (3.16%) Master's Degree
6 2 (2.11%) Computer Science Degree
6 2 (2.11%) PhD
7 1 (1.05%) ITIL Certification
7 1 (1.05%) Numerate Degree
Quality Assurance & Compliance
1 7 (7.37%) Data Quality
2 5 (5.26%) GDPR
System Software
1 6 (6.32%) Docker
2 2 (2.11%) VirtualBox
2 2 (2.11%) vSphere
3 1 (1.05%) ISA Server
Systems Management
1 4 (4.21%) Ansible
2 3 (3.16%) Plesk
3 2 (2.11%) Kubernetes
3 2 (2.11%) Opscode Chef
3 2 (2.11%) Puppet
3 2 (2.11%) Salt
4 1 (1.05%) Ambari
Vendors
1 7 (7.37%) SAP
2 6 (6.32%) Google
3 4 (4.21%) Tableau
4 2 (2.11%) Cognos
4 2 (2.11%) IBM
4 2 (2.11%) Microsoft
5 1 (1.05%) Atlassian
5 1 (1.05%) Cloudera
5 1 (1.05%) Hortonworks