Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 16 August 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Gloucestershire
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 89 119 87
Rank change year-on-year +30 -32 +39
Permanent jobs citing Data Analytics 46 27 68
As % of all permanent IT jobs advertised in Gloucestershire 2.74% 1.62% 3.21%
As % of the Processes & Methodologies category 2.95% 1.76% 3.54%
Number of salaries quoted 40 17 39
Gloucestershire median annual salary £58,750 £45,000 £54,000
Median salary % change year-on-year +30.56% -16.67% -10.00%
10th Percentile £43,625 £34,500 £39,900
90th Percentile £76,375 £76,250 £67,000
South West median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +11.11%

Data 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 1,561 1,534 1,919
As % of all permanent IT jobs advertised in Gloucestershire 93.03% 92.02% 90.48%
Number of salaries quoted 1,269 1,247 1,408
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% -

Data Analytics
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Analytics in Gloucestershire

Data Analytics
Salary Trend in Gloucestershire

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

Salary trend for Data Analytics in Gloucestershire

Data Analytics
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Analytics in Gloucestershire over the 6 months to 16 August 2018.

Salary histogram for Data Analytics in Gloucestershire

Data 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 Data Analytics within the Gloucestershire region over the 6 months to 16 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 +25 23 £55,000 +46.67% 4
Cheltenham 0 10 £55,000 +15.79% 2
Cirencester - 1 - -
Tewkesbury - 1 £35,000 -
Data Analytics
South West

For the 6 months to 16 August 2018, IT jobs citing Data 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 Data Analytics.

1 46 (100.00%) Analytics
2 28 (60.87%) Security Cleared
3 27 (58.70%) DV Cleared
4 22 (47.83%) SC Cleared
5 21 (45.65%) Java
6 20 (43.48%) Python
7 17 (36.96%) C
7 17 (36.96%) C++
8 15 (32.61%) Agile Software Development
8 15 (32.61%) Degree
9 14 (30.43%) Software Engineering
9 14 (30.43%) AngularJS
10 13 (28.26%) Business Development
11 11 (23.91%) JavaScript
11 11 (23.91%) Cybersecurity
11 11 (23.91%) IT Strategy
12 10 (21.74%) J2EE
12 10 (21.74%) Amazon AWS
13 9 (19.57%) Microsoft Azure
13 9 (19.57%) HTML
13 9 (19.57%) Finance
14 8 (17.39%) Business Intelligence
14 8 (17.39%) Node.js
14 8 (17.39%) Ruby
15 7 (15.22%) Digital Marketing
15 7 (15.22%) Marketing
15 7 (15.22%) Machine Learning
15 7 (15.22%) Perl
15 7 (15.22%) SAP
15 7 (15.22%) Unix

Data 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 7 (15.22%) Elasticsearch
2 4 (8.70%) Apache Spark
3 3 (6.52%) SAS
4 1 (2.17%) Apache
Cloud Services
1 10 (21.74%) Amazon AWS
2 9 (19.57%) Microsoft Azure
3 1 (2.17%) Azure Data Factory
3 1 (2.17%) IaaS
3 1 (2.17%) PaaS
Communications & Networking
1 6 (13.04%) Internet
2 2 (4.35%) TCP/IP
2 2 (4.35%) VLAN
Database & Business Intelligence
1 6 (13.04%) MongoDB
2 4 (8.70%) Apache Cassandra
3 3 (6.52%) Neo4j
4 2 (4.35%) Big Data
4 2 (4.35%) Hadoop
5 1 (2.17%) Azure SQL Data Warehouse
5 1 (2.17%) Azure SQL Database
5 1 (2.17%) Data Lake
5 1 (2.17%) Data Warehouse
5 1 (2.17%) Power BI
5 1 (2.17%) SQL Server
5 1 (2.17%) SQL Server 2012
5 1 (2.17%) SQL Server 2014
5 1 (2.17%) SQL Server Analysis Services
5 1 (2.17%) SQL Server Integration Services
5 1 (2.17%) SQL Server Reporting Services
Development Applications
1 3 (6.52%) Git (software)
2 2 (4.35%) GitLab
2 2 (4.35%) Jenkins
2 2 (4.35%) Vagrant
General
1 9 (19.57%) Finance
2 7 (15.22%) Electronics
2 7 (15.22%) Manufacturing
2 7 (15.22%) Marketing
2 7 (15.22%) Telecoms
3 5 (10.87%) Law
4 2 (4.35%) Banking
5 1 (2.17%) Advertising
Job Titles
1 7 (15.22%) Developer
2 6 (13.04%) Software Engineer
3 5 (10.87%) Test Engineer
4 4 (8.70%) Data Scientist
4 4 (8.70%) Integration Engineer
4 4 (8.70%) Software Developer
4 4 (8.70%) Test and Integration Engineer
5 2 (4.35%) Analytics Manager
5 2 (4.35%) Data Analytics Manager
5 2 (4.35%) Data Manager
5 2 (4.35%) DevOps Developer
5 2 (4.35%) DevOps Engineer
5 2 (4.35%) IT Audit Manager
5 2 (4.35%) IT Manager
5 2 (4.35%) JavaScript Developer
5 2 (4.35%) Junior Software Engineer
5 2 (4.35%) Python Developer
5 2 (4.35%) Risk Manager
5 2 (4.35%) Senior Data Scientist
5 2 (4.35%) Test Manager
Libraries, Frameworks & Software Standards
1 14 (30.43%) AngularJS
2 10 (21.74%) J2EE
3 9 (19.57%) HTML
4 8 (17.39%) Node.js
5 7 (15.22%) React
6 5 (10.87%) Spring
6 5 (10.87%) XML
7 4 (8.70%) Backbone.js
7 4 (8.70%) CSS
7 4 (8.70%) CSS3
7 4 (8.70%) D3.js
7 4 (8.70%) Express
7 4 (8.70%) HTML5
7 4 (8.70%) Kafka
7 4 (8.70%) MEAN Stack
7 4 (8.70%) RESTful
7 4 (8.70%) Vue.js
8 3 (6.52%) EJB
8 3 (6.52%) Hibernate
8 3 (6.52%) Java EE
Miscellaneous
1 6 (13.04%) Self-Motivation
2 5 (10.87%) Cybercrime
3 4 (8.70%) Cyber Defence
3 4 (8.70%) Embedded Systems
4 3 (6.52%) Computer Science
4 3 (6.52%) Industry 4.0
5 2 (4.35%) Enterprise Software
5 2 (4.35%) Greenfield Project
5 2 (4.35%) Public Cloud
6 1 (2.17%) Driving Licence
Operating Systems
1 7 (15.22%) Unix
2 5 (10.87%) Android
2 5 (10.87%) Apple iOS
2 5 (10.87%) Linux
3 3 (6.52%) Windows
4 1 (2.17%) Fedora
4 1 (2.17%) Ubuntu
Processes & Methodologies
1 46 (100.00%) Analytics
2 15 (32.61%) Agile Software Development
3 14 (30.43%) Software Engineering
4 13 (28.26%) Business Development
5 11 (23.91%) Cybersecurity
5 11 (23.91%) IT Strategy
6 8 (17.39%) Business Intelligence
7 7 (15.22%) Data Science
7 7 (15.22%) Digital Marketing
7 7 (15.22%) Machine Learning
7 7 (15.22%) Programme Management
7 7 (15.22%) TDD
8 6 (13.04%) Test Automation
9 5 (10.87%) Artificial Intelligence
9 5 (10.87%) Cyber Intelligence
9 5 (10.87%) OO
9 5 (10.87%) Open Source
10 4 (8.70%) Continuous Delivery
10 4 (8.70%) DevOps
10 4 (8.70%) Information Security
Programming Languages
1 21 (45.65%) Java
2 20 (43.48%) Python
3 17 (36.96%) C
3 17 (36.96%) C++
4 11 (23.91%) JavaScript
5 8 (17.39%) Ruby
6 7 (15.22%) Perl
7 6 (13.04%) SQL
8 5 (10.87%) C#
8 5 (10.87%) PowerShell
9 4 (8.70%) Go
9 4 (8.70%) R
10 2 (4.35%) Bash Shell
10 2 (4.35%) VB
11 1 (2.17%) Rust
Qualifications
1 28 (60.87%) Security Cleared
2 27 (58.70%) DV Cleared
3 22 (47.83%) SC Cleared
4 15 (32.61%) Degree
5 2 (4.35%) Computer Science Degree
6 1 (2.17%) ITIL Certification
6 1 (2.17%) Master's Degree
6 1 (2.17%) PhD
Quality Assurance & Compliance
1 1 (2.17%) Data Quality
System Software
1 6 (13.04%) Docker
2 2 (4.35%) VirtualBox
2 2 (4.35%) vSphere
Systems Management
1 4 (8.70%) Ansible
2 2 (4.35%) Kubernetes
2 2 (4.35%) Opscode Chef
2 2 (4.35%) Puppet
2 2 (4.35%) Salt
3 1 (2.17%) Ambari
Vendors
1 7 (15.22%) SAP
2 1 (2.17%) Atlassian
2 1 (2.17%) Cloudera
2 1 (2.17%) Hortonworks
2 1 (2.17%) Microsoft