Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
Gloucestershire > Cheltenham
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 57 78 51
Rank change year-on-year +21 -27 +25
Permanent jobs citing Analytics 24 17 31
As % of all permanent IT jobs advertised in Cheltenham 5.10% 2.04% 4.61%
As % of the Processes & Methodologies category 5.59% 2.25% 4.99%
Number of salaries quoted 22 14 30
Cheltenham median annual salary £39,250 £42,500 £52,500
Median salary % change year-on-year -7.65% -19.05% -
10th Percentile £19,750 £32,500 £32,375
90th Percentile £59,500 £61,625 £65,025
Gloucestershire median annual salary £47,500 £47,500 £55,000
% change year-on-year - -13.64% +4.76%

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 Cheltenham with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheltenham
Permanent vacancies with a requirement for process or methodology skills 429 757 621
As % of all permanent IT jobs advertised in Cheltenham 91.08% 90.99% 92.27%
Number of salaries quoted 376 644 492
Cheltenham median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -
10th Percentile £23,875 £28,400 £26,250
90th Percentile £60,000 £66,250 £65,000
Gloucestershire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Analytics
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Analytics in Cheltenham

Analytics
Salary Trend in Cheltenham

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

Salary trend for Analytics in Cheltenham

Analytics
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Analytics in Cheltenham over the 6 months to 19 November 2017.

Salary histogram for Analytics in Cheltenham

For the 6 months to 19 November 2017, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cheltenham region with a requirement for Analytics.

1 20 (83.33%) Java
2 19 (79.17%) Agile Software Development
3 15 (62.50%) Machine Learning
3 15 (62.50%) React
4 14 (58.33%) Node.js
4 14 (58.33%) AngularJS
4 14 (58.33%) HTML
4 14 (58.33%) CSS
5 13 (54.17%) JavaScript
5 13 (54.17%) Spring
6 12 (50.00%) Hibernate
6 12 (50.00%) jQuery
6 12 (50.00%) Twitter Bootstrap
7 11 (45.83%) Amazon AWS
8 10 (41.67%) Backbone.js
8 10 (41.67%) Google
9 9 (37.50%) Python
10 8 (33.33%) Data Analytics
11 7 (29.17%) HTML5
11 7 (29.17%) CSS3
12 6 (25.00%) Cybersecurity
12 6 (25.00%) Apache Spark
12 6 (25.00%) Business Intelligence
12 6 (25.00%) Security Cleared
12 6 (25.00%) Test Automation
13 5 (20.83%) Programme Management
13 5 (20.83%) Software Testing
13 5 (20.83%) Android
13 5 (20.83%) Marketing
13 5 (20.83%) Internet

Analytics
Co-occurring IT Skills in Cheltenham 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 6 (25.00%) Apache Spark
2 2 (8.33%) Elasticsearch
Cloud Services
1 11 (45.83%) Amazon AWS
Communications & Networking
1 5 (20.83%) Internet
Database & Business Intelligence
1 4 (16.67%) Big Data
1 4 (16.67%) Hadoop
2 2 (8.33%) MongoDB
3 1 (4.17%) Apache Cassandra
3 1 (4.17%) Power BI
3 1 (4.17%) Qlik Sense
3 1 (4.17%) QlikView
3 1 (4.17%) SQL Server
3 1 (4.17%) SQL Server Integration Services
3 1 (4.17%) SQL Server Reporting Services
Development Applications
1 1 (4.17%) Selenium
1 1 (4.17%) SpecFlow
1 1 (4.17%) webpack
General
1 5 (20.83%) Electronics
1 5 (20.83%) Finance
1 5 (20.83%) Manufacturing
1 5 (20.83%) Marketing
1 5 (20.83%) Telecoms
Job Titles
1 14 (58.33%) Developer
2 12 (50.00%) Java Developer
3 6 (25.00%) Test Engineer
4 5 (20.83%) Full Stack Developer
4 5 (20.83%) Integration Engineer
4 5 (20.83%) Test and Integration Engineer
5 4 (16.67%) Graduate
5 4 (16.67%) Graduate Developer
5 4 (16.67%) Graduate Java Developer
5 4 (16.67%) Senior Developer
5 4 (16.67%) Senior Java Developer
6 2 (8.33%) Analyst
6 2 (8.33%) Machine Learning Engineer
6 2 (8.33%) Senior Full Stack Developer
7 1 (4.17%) Java Engineer
7 1 (4.17%) Java Software Engineer
7 1 (4.17%) Junior
7 1 (4.17%) Software Engineer
7 1 (4.17%) Test Analyst
7 1 (4.17%) Tester
Libraries, Frameworks & Software Standards
1 15 (62.50%) React
2 14 (58.33%) AngularJS
2 14 (58.33%) CSS
2 14 (58.33%) HTML
2 14 (58.33%) Node.js
3 13 (54.17%) Spring
4 12 (50.00%) Hibernate
4 12 (50.00%) jQuery
4 12 (50.00%) Twitter Bootstrap
5 10 (41.67%) Backbone.js
6 7 (29.17%) CSS3
6 7 (29.17%) HTML5
7 5 (20.83%) J2EE
7 5 (20.83%) Kafka
7 5 (20.83%) XML
8 2 (8.33%) D3.js
8 2 (8.33%) Express
8 2 (8.33%) RESTful
9 1 (4.17%) NumPy
9 1 (4.17%) SciPy
Miscellaneous
1 5 (20.83%) Embedded Systems
2 2 (8.33%) Algorithms
3 1 (4.17%) Computer Science
Operating Systems
1 5 (20.83%) Android
1 5 (20.83%) Apple iOS
1 5 (20.83%) Unix
2 1 (4.17%) Linux
Processes & Methodologies
1 19 (79.17%) Agile Software Development
2 15 (62.50%) Machine Learning
3 8 (33.33%) Data Analytics
4 6 (25.00%) Business Intelligence
4 6 (25.00%) Cybersecurity
4 6 (25.00%) Test Automation
5 5 (20.83%) Digital Marketing
5 5 (20.83%) OO
5 5 (20.83%) Programme Management
5 5 (20.83%) Software Testing
6 3 (12.50%) MVC
6 3 (12.50%) Software Engineering
7 2 (8.33%) Deep Learning
7 2 (8.33%) Visualisation
8 1 (4.17%) BDD
8 1 (4.17%) Mentoring
8 1 (4.17%) Microservices
8 1 (4.17%) Open Source
8 1 (4.17%) Scrum
8 1 (4.17%) Stakeholder Engagement
Programming Languages
1 20 (83.33%) Java
2 13 (54.17%) JavaScript
3 9 (37.50%) Python
4 5 (20.83%) C++
4 5 (20.83%) Perl
4 5 (20.83%) VB
5 1 (4.17%) C
5 1 (4.17%) C#
5 1 (4.17%) SQL
Qualifications
1 6 (25.00%) Security Cleared
2 3 (12.50%) Degree
3 1 (4.17%) ISEB
3 1 (4.17%) ISTQB
System Software
1 1 (4.17%) Docker
Systems Management
1 1 (4.17%) Ansible
1 1 (4.17%) Salt
Vendors
1 10 (41.67%) Google
2 5 (20.83%) SAP
3 4 (16.67%) Twitter
4 1 (4.17%) Microsoft
4 1 (4.17%) Tableau