Period
to 21 February 2020

The table below looks at the prevalence of the term Retail in permanent job vacancies advertised in Cheltenham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Retail over the 6 months to 21 February 2020 with a comparison to the same period over the previous 2 years.

Retailing
Gloucestershire > Cheltenham
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 39 43 44
Rank change year-on-year +4 +1 -17
Permanent jobs citing Retail 33 23 28
As % of all permanent IT jobs advertised in Cheltenham 5.63% 4.60% 5.44%
As % of the General category 19.41% 14.02% 17.95%
Number of salaries quoted 29 20 25
Cheltenham median annual salary £80,000 £55,000 £42,500
Median salary % change year-on-year +45.45% +29.41% -15.00%
10th Percentile £30,250 £50,500 £25,400
90th Percentile £85,000 £70,000 £60,000
Gloucestershire median annual salary £55,000 £55,000 £45,000
% change year-on-year - +22.22% -10.00%

Retail is in the General Skills 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 common skills.

All General Skills
Cheltenham
Permanent vacancies with a requirement for common skills 170 164 156
As % of all permanent IT jobs advertised in Cheltenham 29.01% 32.80% 30.29%
Number of salaries quoted 145 134 141
Cheltenham median annual salary £50,000 £50,000 £35,000
Median salary % change year-on-year - +42.86% -22.22%
10th Percentile £28,804 £27,875 £17,750
90th Percentile £80,000 £65,000 £58,750
Gloucestershire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +7.14%

Retail
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Retail in Cheltenham

Retail
Salary Trend in Cheltenham

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

Salary trend for Retail in Cheltenham

Retail
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Retail in Cheltenham over the 6 months to 21 February 2020.

Salary histogram for Retail in Cheltenham

For the 6 months to 21 February 2020, IT jobs citing Retail 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 Cheltenham region with a requirement for Retail.

1 17 (51.52%) Finance
1 17 (51.52%) Degree
1 17 (51.52%) Data Science
2 14 (42.42%) Marketing
3 12 (36.36%) Statistics
3 12 (36.36%) Analytical Skills
4 11 (33.33%) Visualisation
4 11 (33.33%) Artificial Intelligence
4 11 (33.33%) Postgraduate
5 9 (27.27%) Computer Science
5 9 (27.27%) Product Roadmap
6 8 (24.24%) Analytics
7 7 (21.21%) Big Data
7 7 (21.21%) E-Commerce
7 7 (21.21%) Business Intelligence
8 6 (18.18%) Service Delivery
8 6 (18.18%) Management Information System
8 6 (18.18%) Customer Insight
8 6 (18.18%) Machine Learning
8 6 (18.18%) Natural Language Processing
8 6 (18.18%) Product Marketing
8 6 (18.18%) Performance Management
8 6 (18.18%) Resource Management
8 6 (18.18%) Product Management
8 6 (18.18%) User Experience
8 6 (18.18%) Customer Requirements
8 6 (18.18%) Personalization
9 5 (15.15%) Customer-Centricity
9 5 (15.15%) Infrastructure Engineering
9 5 (15.15%) Data Architecture

Retail
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 1 (3.03%) Jupyter
Cloud Services
1 2 (6.06%) Google Analytics
2 1 (3.03%) Amazon SageMaker
2 1 (3.03%) AWS
Communications & Networking
1 3 (9.09%) LAN
1 3 (9.09%) Network Security
1 3 (9.09%) VoIP
1 3 (9.09%) WAN
1 3 (9.09%) Wireless
2 1 (3.03%) Firewall
2 1 (3.03%) IPsec
2 1 (3.03%) OSPF
2 1 (3.03%) TCP/IP
2 1 (3.03%) VPN
Database & Business Intelligence
1 7 (21.21%) Big Data
2 3 (9.09%) MySQL
3 2 (6.06%) Looker
4 1 (3.03%) Amazon Redshift
4 1 (3.03%) Data Warehouse
Development Applications
1 1 (3.03%) Vagrant
General
1 17 (51.52%) Finance
2 14 (42.42%) Marketing
Job Titles
1 5 (15.15%) Head of Data Management
1 5 (15.15%) Head of Data Science
2 4 (12.12%) Developer
3 3 (9.09%) Graduate
3 3 (9.09%) Graduate Developer
3 3 (9.09%) Graduate PHP Developer
3 3 (9.09%) Infrastructure Engineer
3 3 (9.09%) Junior
3 3 (9.09%) Junior Developer
3 3 (9.09%) Junior PHP Developer
3 3 (9.09%) PHP Developer
4 2 (6.06%) Network Engineer
4 2 (6.06%) Network Infrastructure Engineer
4 2 (6.06%) Product Owner
5 1 (3.03%) 3rd Line Support
5 1 (3.03%) Delivery Project Manager
5 1 (3.03%) Network Support Engineer
5 1 (3.03%) Project Leader
5 1 (3.03%) Support Engineer
5 1 (3.03%) Technical Support
Libraries, Frameworks & Software Standards
1 6 (18.18%) Natural Language Processing
2 3 (9.09%) CSS
2 3 (9.09%) Laravel
2 3 (9.09%) Vue.js
3 2 (6.06%) AngularJS
3 2 (6.06%) CSS3
3 2 (6.06%) HTML
3 2 (6.06%) HTML5
3 2 (6.06%) Node.js
3 2 (6.06%) React
4 1 (3.03%) .NET
4 1 (3.03%) 802.1X
4 1 (3.03%) Java EE
4 1 (3.03%) STL
Miscellaneous
1 12 (36.36%) Analytical Skills
2 6 (18.18%) Management Information System
2 6 (18.18%) User Experience
3 5 (15.15%) Reference Data
4 2 (6.06%) Greenfield Project
4 2 (6.06%) Social Media
5 1 (3.03%) Algorithms
Operating Systems
1 3 (9.09%) Windows
2 2 (6.06%) Windows Server
3 1 (3.03%) Linux
Processes & Methodologies
1 17 (51.52%) Data Science
2 12 (36.36%) Statistics
3 11 (33.33%) Artificial Intelligence
3 11 (33.33%) Visualisation
4 9 (27.27%) Computer Science
4 9 (27.27%) Product Roadmap
5 8 (24.24%) Analytics
6 7 (21.21%) Business Intelligence
6 7 (21.21%) E-Commerce
7 6 (18.18%) Customer Insight
7 6 (18.18%) Customer Requirements
7 6 (18.18%) Machine Learning
7 6 (18.18%) Performance Management
7 6 (18.18%) Personalization
7 6 (18.18%) Product Management
7 6 (18.18%) Product Marketing
7 6 (18.18%) Resource Management
7 6 (18.18%) Service Delivery
8 5 (15.15%) Customer-Centricity
8 5 (15.15%) Data Stewardship
Programming Languages
1 4 (12.12%) JavaScript
2 3 (9.09%) PHP
3 2 (6.06%) PowerShell
3 2 (6.06%) Python
4 1 (3.03%) Apple Swift
4 1 (3.03%) Bash Shell
4 1 (3.03%) C
4 1 (3.03%) C#
4 1 (3.03%) C++
4 1 (3.03%) Go
4 1 (3.03%) Java
4 1 (3.03%) Objective-C
4 1 (3.03%) R
4 1 (3.03%) SQL
4 1 (3.03%) T-SQL
Qualifications
1 17 (51.52%) Degree
2 11 (33.33%) Postgraduate
3 1 (3.03%) Computer Science Degree
3 1 (3.03%) DV Cleared
3 1 (3.03%) Master's Degree
3 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 5 (15.15%) Data Quality
System Software
1 2 (6.06%) Active Directory
2 1 (3.03%) Docker
2 1 (3.03%) VMware Infrastructure
2 1 (3.03%) vSphere
Vendors
1 2 (6.06%) Facebook
1 2 (6.06%) Google
1 2 (6.06%) Instagram
1 2 (6.06%) Pinterest
1 2 (6.06%) Snapchat
1 2 (6.06%) Twitter
2 1 (3.03%) Tableau
2 1 (3.03%) VMware