Period
to 16 November 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 November 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
South West > Gloucestershire
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 71 120 120
Rank change year-on-year +49 0 +7
Permanent jobs citing Data Analytics 50 22 45
As % of all permanent IT jobs advertised in Gloucestershire 3.18% 1.45% 1.99%
As % of the Processes & Methodologies category 3.46% 1.60% 2.15%
Number of salaries quoted 38 17 23
Gloucestershire median annual salary £62,500 £47,500 £52,500
Median salary % change year-on-year +31.58% -9.52% -
10th Percentile £42,500 £30,500 £34,700
90th Percentile £76,625 £76,250 £65,000
South West median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +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 1,445 1,374 2,089
As % of all permanent IT jobs advertised in Gloucestershire 92.04% 90.51% 92.35%
Number of salaries quoted 1,123 1,120 1,703
Gloucestershire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +0.59%
10th Percentile £26,250 £25,725 £26,250
90th Percentile £68,750 £62,500 £62,500
South West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 November 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 November 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 +14 15 £52,500 +31.25% 3
Cheltenham +8 8 £52,500 +10.53% 2
Cirencester +14 4 £80,000 +190.91%
Tewkesbury - 1 £35,000 -
Data Analytics
South West

For the 6 months to 16 November 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 50 (100.00%) Analytics
2 33 (66.00%) Security Cleared
3 30 (60.00%) DV Cleared
4 29 (58.00%) SC Cleared
5 25 (50.00%) C
6 23 (46.00%) Degree
7 19 (38.00%) Java
8 18 (36.00%) C++
9 17 (34.00%) Python
9 17 (34.00%) Agile Software Development
10 16 (32.00%) Business Development
11 14 (28.00%) Software Engineering
11 14 (28.00%) JavaScript
11 14 (28.00%) AngularJS
12 13 (26.00%) IT Strategy
12 13 (26.00%) Microsoft Azure
12 13 (26.00%) Amazon AWS
13 11 (22.00%) Ruby
13 11 (22.00%) Machine Learning
13 11 (22.00%) Cybersecurity
14 10 (20.00%) Data Science
14 10 (20.00%) Artificial Intelligence
15 9 (18.00%) J2EE
16 8 (16.00%) Finance
16 8 (16.00%) HTML
16 8 (16.00%) SQL
17 7 (14.00%) C#
17 7 (14.00%) Perl
17 7 (14.00%) Law
17 7 (14.00%) TDD

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 4 (8.00%) Apache Spark
2 3 (6.00%) Apache Pig
2 3 (6.00%) Elasticsearch
2 3 (6.00%) SAS
Cloud Services
1 13 (26.00%) Amazon AWS
1 13 (26.00%) Microsoft Azure
2 1 (2.00%) Azure Data Factory
2 1 (2.00%) IaaS
2 1 (2.00%) PaaS
Communications & Networking
1 4 (8.00%) Internet
2 2 (4.00%) TCP/IP
2 2 (4.00%) VLAN
Database & Business Intelligence
1 5 (10.00%) Data Warehouse
2 4 (8.00%) Big Data
2 4 (8.00%) Data Lake
2 4 (8.00%) Neo4j
2 4 (8.00%) SQL Server Integration Services
3 3 (6.00%) Apache Hive
3 3 (6.00%) BusinessObjects
3 3 (6.00%) Data Mining
3 3 (6.00%) Hadoop
3 3 (6.00%) MongoDB
3 3 (6.00%) Text Mining
4 1 (2.00%) Apache Cassandra
4 1 (2.00%) Azure SQL Data Warehouse
4 1 (2.00%) Azure SQL Database
4 1 (2.00%) Power BI
4 1 (2.00%) SQL Server
4 1 (2.00%) SQL Server 2012
4 1 (2.00%) SQL Server 2014
4 1 (2.00%) SQL Server Analysis Services
4 1 (2.00%) SQL Server Reporting Services
Development Applications
1 3 (6.00%) ERwin
1 3 (6.00%) Git (software)
2 2 (4.00%) GitLab
2 2 (4.00%) Jenkins
2 2 (4.00%) Vagrant
General
1 8 (16.00%) Finance
2 7 (14.00%) Law
3 5 (10.00%) Electronics
3 5 (10.00%) Manufacturing
3 5 (10.00%) Marketing
3 5 (10.00%) Telecoms
4 1 (2.00%) Advertising
Job Titles
1 9 (18.00%) Developer
2 7 (14.00%) Data Scientist
3 6 (12.00%) Software Engineer
4 5 (10.00%) Architect
4 5 (10.00%) Integration Engineer
4 5 (10.00%) Software Developer
4 5 (10.00%) Test and Integration Engineer
4 5 (10.00%) Test Engineer
5 4 (8.00%) Data Architect
6 3 (6.00%) Python Developer
6 3 (6.00%) Senior Architect
6 3 (6.00%) Senior Data Architect
6 3 (6.00%) Systems Engineer
6 3 (6.00%) Systems Integration Engineer
6 3 (6.00%) Systems Test Engineer
7 2 (4.00%) DevOps Developer
7 2 (4.00%) DevOps Engineer
7 2 (4.00%) Lead Architect
7 2 (4.00%) Lead Data Architect
7 2 (4.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 14 (28.00%) AngularJS
2 9 (18.00%) J2EE
3 8 (16.00%) HTML
4 6 (12.00%) Node.js
4 6 (12.00%) Spring
5 5 (10.00%) React
5 5 (10.00%) Vue.js
5 5 (10.00%) XML
6 4 (8.00%) EJB
6 4 (8.00%) Hibernate
6 4 (8.00%) Java EE
7 2 (4.00%) Django
7 2 (4.00%) Spring Boot
8 1 (2.00%) Backbone.js
8 1 (2.00%) CSS
8 1 (2.00%) CSS3
8 1 (2.00%) D3.js
8 1 (2.00%) HTML5
8 1 (2.00%) Kafka
8 1 (2.00%) RESTful
Miscellaneous
1 7 (14.00%) Cybercrime
2 5 (10.00%) Cyber Defence
2 5 (10.00%) Greenfield Project
3 3 (6.00%) Algorithms
3 3 (6.00%) Analytical Skills
3 3 (6.00%) Computer Science
3 3 (6.00%) Data Structures
3 3 (6.00%) Industry 4.0
3 3 (6.00%) Management Information System
3 3 (6.00%) Self-Motivation
3 3 (6.00%) Social Media
4 2 (4.00%) Embedded Systems
4 2 (4.00%) Enterprise Software
4 2 (4.00%) Public Cloud
5 1 (2.00%) Driving Licence
Operating Systems
1 6 (12.00%) Unix
2 5 (10.00%) Android
2 5 (10.00%) Apple iOS
2 5 (10.00%) Linux
3 3 (6.00%) Windows
Processes & Methodologies
1 50 (100.00%) Analytics
2 17 (34.00%) Agile Software Development
3 16 (32.00%) Business Development
4 14 (28.00%) Software Engineering
5 13 (26.00%) IT Strategy
6 11 (22.00%) Cybersecurity
6 11 (22.00%) Machine Learning
7 10 (20.00%) Artificial Intelligence
7 10 (20.00%) Data Science
8 7 (14.00%) Cyber Intelligence
8 7 (14.00%) TDD
9 6 (12.00%) Business Intelligence
9 6 (12.00%) Open Source
10 5 (10.00%) Digital Marketing
10 5 (10.00%) Information Security
10 5 (10.00%) OO
10 5 (10.00%) Programme Management
10 5 (10.00%) Statistics
11 4 (8.00%) Data Modelling
11 4 (8.00%) ETL
Programming Languages
1 25 (50.00%) C
2 19 (38.00%) Java
3 18 (36.00%) C++
4 17 (34.00%) Python
5 14 (28.00%) JavaScript
6 11 (22.00%) Ruby
7 8 (16.00%) SQL
8 7 (14.00%) C#
8 7 (14.00%) Perl
9 5 (10.00%) Go
9 5 (10.00%) PowerShell
10 3 (6.00%) R
11 2 (4.00%) Bash Shell
12 1 (2.00%) Rust
Qualifications
1 33 (66.00%) Security Cleared
2 30 (60.00%) DV Cleared
3 29 (58.00%) SC Cleared
4 23 (46.00%) Degree
5 3 (6.00%) Master's Degree
5 3 (6.00%) PhD
6 2 (4.00%) Computer Science Degree
7 1 (2.00%) ITIL Certification
Quality Assurance & Compliance
1 2 (4.00%) Data Quality
System Software
1 7 (14.00%) Docker
2 2 (4.00%) VirtualBox
2 2 (4.00%) vSphere
Systems Management
1 3 (6.00%) Ansible
2 2 (4.00%) Kubernetes
2 2 (4.00%) Opscode Chef
2 2 (4.00%) Puppet
2 2 (4.00%) Salt
Vendors
1 5 (10.00%) SAP
2 3 (6.00%) Cognos
2 3 (6.00%) Informatica
2 3 (6.00%) Talend
3 1 (2.00%) Microsoft