Period
to 7 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for SQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQL over the 6 months to 7 August 2020 with a comparison to the same period in the previous 2 years.

SQL (Structured Query Language)
Gloucestershire > Cheltenham
6 months to
7 Aug 2020
Same period 2019 Same period 2018
Rank 12 17 9
Rank change year-on-year +5 -8 +13
Permanent jobs citing SQL 46 71 112
As % of all permanent jobs advertised in Cheltenham 14.79% 12.07% 17.18%
As % of the Programming Languages category 23.47% 20.23% 26.79%
Number of salaries quoted 52 59 89
Median annual salary £40,000 £42,500 £47,500
Median salary % change year-on-year -5.88% -10.53% +18.75%
10th Percentile £31,250 £31,250 £28,500
90th Percentile £57,500 £56,250 £57,500
Gloucestershire median annual salary £40,000 £45,000 £45,000
% change year-on-year -11.11% - +20.00%

SQL is in the Programming Languages 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 coding skills.

All Programming Languages
Cheltenham
Permanent vacancies with a requirement for coding skills 196 351 418
As % of all permanent IT jobs advertised in Cheltenham 63.02% 59.69% 64.11%
Number of salaries quoted 155 266 340
Median annual salary £47,500 £47,500 £47,500
10th Percentile £31,250 £31,250 £29,875
90th Percentile £63,900 £62,500 £62,500
Gloucestershire median annual salary £50,000 £50,000 £46,000
% change year-on-year - +8.70% +8.24%

SQL
Job Vacancy Trend in Cheltenham

Job postings citing SQL as a proportion of all IT jobs advertised in Cheltenham.

Job vacancy trend for SQL in Cheltenham

SQL
Salary Trend in Cheltenham

3-month moving average salary quoted in jobs citing SQL in Cheltenham.

Salary trend for SQL in Cheltenham

SQL
Salary Histogram in Cheltenham

Salary distribution for jobs citing SQL in Cheltenham over the 6 months to 7 August 2020.

Salary histogram for SQL in Cheltenham

For the 6 months to 7 August 2020, IT jobs citing SQL 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 SQL.

1 20 (43.48%) Python
1 20 (43.48%) Power BI
1 20 (43.48%) Power Platform
2 19 (41.30%) Business Intelligence
3 17 (36.96%) Degree
3 17 (36.96%) Mathematics
3 17 (36.96%) Analytics
4 11 (23.91%) SQL Server Integration Services
4 11 (23.91%) SQL Server Reporting Services
4 11 (23.91%) Finance
5 10 (21.74%) Agile Software Development
5 10 (21.74%) Statistics
6 9 (19.57%) Scrum
6 9 (19.57%) Microsoft
6 9 (19.57%) HTML
6 9 (19.57%) Visualisation
7 8 (17.39%) Test Automation
7 8 (17.39%) R
7 8 (17.39%) Data Visualisation
7 8 (17.39%) Node.js
7 8 (17.39%) Data Analysis Expressions (DAX)
7 8 (17.39%) Numerate Degree
7 8 (17.39%) Marketing
8 7 (15.22%) Linux
8 7 (15.22%) Docker
8 7 (15.22%) SaaS
9 6 (13.04%) Waterfall
9 6 (13.04%) Machine Learning
9 6 (13.04%) Data Science
9 6 (13.04%) Data Modelling

SQL
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 5 (10.87%) SAS
2 2 (4.35%) Apache
2 2 (4.35%) nginx
Applications
1 4 (8.70%) Microsoft Excel
Business Applications
1 1 (2.17%) Dynamics AX
1 1 (2.17%) Dynamics CRM
Cloud Services
1 20 (43.48%) Power Platform
2 7 (15.22%) SaaS
3 4 (8.70%) AWS
4 3 (6.52%) PowerApps
5 2 (4.35%) GCP
6 1 (2.17%) Amazon ECS
6 1 (2.17%) Azure
6 1 (2.17%) GitHub
6 1 (2.17%) Office 365
6 1 (2.17%) Power Automate
Communications & Networking
1 4 (8.70%) TCP/IP
2 3 (6.52%) DNS
3 2 (4.35%) HTTP
3 2 (4.35%) Intrusion Detection
3 2 (4.35%) SSH
3 2 (4.35%) tcpdump
3 2 (4.35%) Wireshark
4 1 (2.17%) Firewall
Database & Business Intelligence
1 20 (43.48%) Power BI
2 11 (23.91%) SQL Server Integration Services
2 11 (23.91%) SQL Server Reporting Services
3 6 (13.04%) SQL Server
4 5 (10.87%) Data Warehouse
5 4 (8.70%) CockroachDB
5 4 (8.70%) MySQL
6 3 (6.52%) SQL Server Analysis Services
7 2 (4.35%) MongoDB
7 2 (4.35%) NoSQL
8 1 (2.17%) Big Data
8 1 (2.17%) Oracle Database
8 1 (2.17%) PostgreSQL
8 1 (2.17%) SAS EBI
Development Applications
1 6 (13.04%) Selenium
2 5 (10.87%) Git (software)
3 2 (4.35%) Atlassian Bamboo
3 2 (4.35%) Cucumber
3 2 (4.35%) Grunt
3 2 (4.35%) gulp
3 2 (4.35%) Jenkins
4 1 (2.17%) Eclipse
4 1 (2.17%) Maven
4 1 (2.17%) Subversion
4 1 (2.17%) Team Foundation Server
4 1 (2.17%) TeamCity
4 1 (2.17%) Visual Studio Team System
General
1 11 (23.91%) Finance
2 8 (17.39%) Marketing
3 5 (10.87%) German Language
Job Titles
1 21 (45.65%) Developer
2 19 (41.30%) Analyst
3 11 (23.91%) Business Intelligence Analyst
4 6 (13.04%) .NET Developer
4 6 (13.04%) Data Analyst
5 5 (10.87%) Backend Developer
5 5 (10.87%) Business Intelligence Developer
5 5 (10.87%) Data Scientist
5 5 (10.87%) Middleware Developer
5 5 (10.87%) Systems Developer
6 4 (8.70%) Applications Developer
6 4 (8.70%) Power BI Developer
7 3 (6.52%) Business Intelligence Data Analyst
8 2 (4.35%) Full Stack Developer
8 2 (4.35%) QA Tester
8 2 (4.35%) Senior Developer
8 2 (4.35%) Software Analyst
8 2 (4.35%) Software QA Tester
8 2 (4.35%) Software Tester
8 2 (4.35%) Tester
Libraries, Frameworks & Software Standards
1 9 (19.57%) HTML
2 8 (17.39%) Node.js
3 6 (13.04%) .NET
4 5 (10.87%) .NET Framework
4 5 (10.87%) CSS
4 5 (10.87%) Middleware
5 4 (8.70%) HTML5
5 4 (8.70%) jQuery
6 2 (4.35%) Ajax
6 2 (4.35%) Gherkin
6 2 (4.35%) LAMP
6 2 (4.35%) Laravel
6 2 (4.35%) LEMP Stack
6 2 (4.35%) LESS
6 2 (4.35%) React
6 2 (4.35%) REST
6 2 (4.35%) Sass
6 2 (4.35%) SOAP
6 2 (4.35%) Symfony
6 2 (4.35%) WebSockets
Miscellaneous
1 5 (10.87%) Reinsurance
2 4 (8.70%) Algorithms
2 4 (8.70%) Analytical Mindset
2 4 (8.70%) Analytical Skills
2 4 (8.70%) Greenfield Project
3 2 (4.35%) Cyber Defence
3 2 (4.35%) Linux Command Line
4 1 (2.17%) Clustering
4 1 (2.17%) Management Information System
4 1 (2.17%) Mobile App
4 1 (2.17%) Replication
4 1 (2.17%) Self-Motivation
4 1 (2.17%) Video Conferencing
Operating Systems
1 7 (15.22%) Linux
2 2 (4.35%) Debian
2 2 (4.35%) Ubuntu
2 2 (4.35%) Windows
3 1 (2.17%) Oracle Linux
3 1 (2.17%) Red Hat Enterprise Linux
3 1 (2.17%) Unix
3 1 (2.17%) Windows 10
3 1 (2.17%) Windows Server
Processes & Methodologies
1 19 (41.30%) Business Intelligence
2 17 (36.96%) Analytics
2 17 (36.96%) Mathematics
3 10 (21.74%) Agile Software Development
3 10 (21.74%) Statistics
4 9 (19.57%) Scrum
4 9 (19.57%) Visualisation
5 8 (17.39%) Data Visualisation
5 8 (17.39%) Test Automation
6 6 (13.04%) Data Modelling
6 6 (13.04%) Data Science
6 6 (13.04%) Machine Learning
6 6 (13.04%) Waterfall
7 5 (10.87%) ETL
7 5 (10.87%) Open Source
7 5 (10.87%) Physics
7 5 (10.87%) Problem Management
7 5 (10.87%) Problem-Solving
7 5 (10.87%) Root Cause Analysis
8 4 (8.70%) Economics
Programming Languages
1 20 (43.48%) Python
2 8 (17.39%) Data Analysis Expressions (DAX)
2 8 (17.39%) R
3 6 (13.04%) C#
4 5 (10.87%) Java
4 5 (10.87%) TypeScript
5 4 (8.70%) Bash Shell
5 4 (8.70%) JavaScript
6 3 (6.52%) PowerShell
6 3 (6.52%) Shell Script
7 2 (4.35%) PHP
7 2 (4.35%) PHP 5
7 2 (4.35%) Scala
8 1 (2.17%) C++
8 1 (2.17%) Go
8 1 (2.17%) Ruby
8 1 (2.17%) T-SQL
Qualifications
1 17 (36.96%) Degree
2 8 (17.39%) Numerate Degree
3 5 (10.87%) MCAD
3 5 (10.87%) Microsoft Certification
4 2 (4.35%) ISEB
4 2 (4.35%) ISTQB
5 1 (2.17%) DV Cleared
5 1 (2.17%) Security Cleared
Quality Assurance & Compliance
1 4 (8.70%) QA
2 2 (4.35%) SLA
System Software
1 7 (15.22%) Docker
2 2 (4.35%) Snort
3 1 (2.17%) Oracle RAC
3 1 (2.17%) VMware Infrastructure
Systems Management
1 1 (2.17%) Ansible
1 1 (2.17%) Enterprise Manager Cloud Control
1 1 (2.17%) Kubernetes
1 1 (2.17%) Nagios
1 1 (2.17%) Opscode Chef
1 1 (2.17%) Puppet
1 1 (2.17%) Terraform
Vendors
1 9 (19.57%) Microsoft
2 5 (10.87%) Oracle
3 4 (8.70%) IBM
4 2 (4.35%) Google
5 1 (2.17%) Atlassian
5 1 (2.17%) Bomgar
5 1 (2.17%) Citrix
5 1 (2.17%) HP
5 1 (2.17%) Red Hat
5 1 (2.17%) VMware