Period
to 17 February 2019

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 17 February 2019 with a comparison to the same period in the previous 2 years.

SQL (Structured Query Language)
Gloucestershire > Cheltenham
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 11 11 8
Rank change year-on-year 0 -3 -2
Permanent jobs citing SQL 64 91 135
As % of all permanent IT jobs advertised in Cheltenham 13.01% 17.64% 20.03%
As % of the Programming Languages category 23.79% 27.41% 31.84%
Number of salaries quoted 51 86 95
Cheltenham 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 £28,500 £28,950
90th Percentile £60,000 £55,000 £65,000
Gloucestershire median annual salary £42,500 £42,500 £42,500

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 269 332 424
As % of all permanent IT jobs advertised in Cheltenham 54.67% 64.34% 62.91%
Number of salaries quoted 210 295 355
Cheltenham median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £31,250 £27,500 £31,000
90th Percentile £65,000 £60,000 £62,500
Gloucestershire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

SQL
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for SQL in Cheltenham

SQL
Salary Trend in Cheltenham

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

Salary trend for SQL in Cheltenham

SQL
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing SQL in Cheltenham over the 6 months to 17 February 2019.

Salary histogram for SQL in Cheltenham

For the 6 months to 17 February 2019, 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 32 (50.00%) Java
2 22 (34.38%) Problem-Solving
3 17 (26.56%) DV Cleared
3 17 (26.56%) Security Cleared
4 16 (25.00%) Git (software)
4 16 (25.00%) C#
4 16 (25.00%) Python
5 15 (23.44%) Shell Script
5 15 (23.44%) HTML
5 15 (23.44%) Unix
5 15 (23.44%) JSON
5 15 (23.44%) Analytics
5 15 (23.44%) SDLC
6 14 (21.88%) Data Analytics
6 14 (21.88%) XML
6 14 (21.88%) Retail
7 13 (20.31%) CSS
7 13 (20.31%) JavaScript
7 13 (20.31%) MySQL
7 13 (20.31%) Data Science
8 12 (18.75%) Cypher
8 12 (18.75%) Agile Software Development
8 12 (18.75%) Data Analysis
8 12 (18.75%) Machine Learning
8 12 (18.75%) Natural Language Processing
8 12 (18.75%) Data Quality
8 12 (18.75%) Root Cause Analysis
8 12 (18.75%) Neo4j
8 12 (18.75%) scikit-learn
8 12 (18.75%) Pandas

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 12 (18.75%) Apache Spark
2 7 (10.94%) CMS
3 6 (9.38%) Apache
4 5 (7.81%) Drupal
5 2 (3.13%) JBoss
5 2 (3.13%) SAS
5 2 (3.13%) WebLogic
5 2 (3.13%) WildFly
6 1 (1.56%) Confluence
6 1 (1.56%) Elasticsearch
Applications
1 4 (6.25%) Microsoft Excel
1 4 (6.25%) Microsoft Office
2 3 (4.69%) Microsoft PowerPoint
2 3 (4.69%) Microsoft Project
2 3 (4.69%) MS Visio
3 2 (3.13%) SPSS
Cloud Services
1 10 (15.63%) Amazon AWS
2 2 (3.13%) Google Analytics
3 1 (1.56%) Amazon EC2
3 1 (1.56%) Amazon SQS
3 1 (1.56%) AWS CloudFormation
3 1 (1.56%) AWS Elastic Beanstalk
3 1 (1.56%) Heroku
3 1 (1.56%) Slack
Communications & Networking
1 3 (4.69%) FTP
2 1 (1.56%) LAN
2 1 (1.56%) WAN
2 1 (1.56%) WLAN
Database & Business Intelligence
1 13 (20.31%) MySQL
2 12 (18.75%) Neo4j
3 10 (15.63%) Big Data
4 7 (10.94%) Relational Database
5 6 (9.38%) Data Lake
5 6 (9.38%) Hadoop
5 6 (9.38%) SQL Server
6 4 (6.25%) MongoDB
7 3 (4.69%) PostgreSQL
7 3 (4.69%) SQL Server Integration Services
8 2 (3.13%) HSQLDB
8 2 (3.13%) Oracle Database
9 1 (1.56%) Amazon RDS
9 1 (1.56%) Amazon Redshift
9 1 (1.56%) Crystal Reports
9 1 (1.56%) Data Warehouse
9 1 (1.56%) MariaDB
9 1 (1.56%) MySQL Workbench
9 1 (1.56%) Oracle Reports
9 1 (1.56%) SQL Server Reporting Services
Development Applications
1 16 (25.00%) Git (software)
2 12 (18.75%) Mercurial
3 7 (10.94%) JIRA
3 7 (10.94%) JUnit
4 4 (6.25%) Cucumber
4 4 (6.25%) LoadRunner
4 4 (6.25%) Selenium
5 1 (1.56%) Atlassian Bamboo
5 1 (1.56%) Eclipse
5 1 (1.56%) Jenkins
5 1 (1.56%) Maven
5 1 (1.56%) PhpStorm
General
1 14 (21.88%) Retail
2 3 (4.69%) Finance
3 2 (3.13%) Marketing
4 1 (1.56%) Advertising
4 1 (1.56%) Electronics
4 1 (1.56%) Manufacturing
4 1 (1.56%) Telecoms
Job Titles
1 25 (39.06%) Developer
2 13 (20.31%) Analyst
3 9 (14.06%) Java Developer
4 7 (10.94%) Software Developer
5 6 (9.38%) Data Engineer
5 6 (9.38%) Data Scientist
5 6 (9.38%) Senior Developer
5 6 (9.38%) Tester
6 5 (7.81%) Data Analyst
6 5 (7.81%) PHP Developer
6 5 (7.81%) SQL Developer
7 4 (6.25%) Automation Tester
7 4 (6.25%) Full Stack Developer
7 4 (6.25%) MySQL Developer
7 4 (6.25%) PHP MySQL Developer
7 4 (6.25%) Security Tester
7 4 (6.25%) Support Analyst
8 3 (4.69%) 1st Line Support Analyst
8 3 (4.69%) Backend Developer
8 3 (4.69%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 15 (23.44%) HTML
1 15 (23.44%) JSON
2 14 (21.88%) XML
3 13 (20.31%) CSS
4 12 (18.75%) Natural Language Processing
4 12 (18.75%) Pandas
4 12 (18.75%) scikit-learn
4 12 (18.75%) SciPy
5 7 (10.94%) .NET
5 7 (10.94%) jQuery
6 6 (9.38%) Apache Avro
6 6 (9.38%) Kafka
6 6 (9.38%) REST
7 5 (7.81%) AngularJS
7 5 (7.81%) Hibernate
7 5 (7.81%) J2EE
7 5 (7.81%) SOAP
7 5 (7.81%) XSD
8 4 (6.25%) JDBC
8 4 (6.25%) Spring
Miscellaneous
1 12 (18.75%) Algorithms
1 12 (18.75%) Analytical Skills
2 5 (7.81%) Enterprise Software
2 5 (7.81%) N-Tier
3 3 (4.69%) Replication
3 3 (4.69%) Self-Motivation
4 2 (3.13%) Clustering
4 2 (3.13%) Cybercrime
4 2 (3.13%) Cyberthreat
4 2 (3.13%) iPhone
5 1 (1.56%) Augmented Reality
5 1 (1.56%) Fintech
5 1 (1.56%) Greenfield Project
5 1 (1.56%) Mobile App
Operating Systems
1 15 (23.44%) Unix
2 9 (14.06%) Linux
3 3 (4.69%) Mac OS
3 3 (4.69%) Windows
4 2 (3.13%) Android
4 2 (3.13%) Red Hat Enterprise Linux
4 2 (3.13%) Windows Phone
Processes & Methodologies
1 22 (34.38%) Problem-Solving
2 15 (23.44%) Analytics
2 15 (23.44%) SDLC
3 14 (21.88%) Data Analytics
4 13 (20.31%) Data Science
5 12 (18.75%) Agile Software Development
5 12 (18.75%) Data Analysis
5 12 (18.75%) DevOps
5 12 (18.75%) Machine Learning
5 12 (18.75%) Root Cause Analysis
6 10 (15.63%) Visualisation
7 9 (14.06%) Software Engineering
8 8 (12.50%) Test Automation
9 7 (10.94%) Cybersecurity
10 6 (9.38%) Co-Creation
10 6 (9.38%) Data Governance
10 6 (9.38%) Data Ingestion
10 6 (9.38%) Data Stewardship
10 6 (9.38%) Open Source
10 6 (9.38%) Unit Testing
Programming Languages
1 32 (50.00%) Java
2 16 (25.00%) C#
2 16 (25.00%) Python
3 15 (23.44%) Shell Script
4 13 (20.31%) JavaScript
5 12 (18.75%) Cypher
5 12 (18.75%) Scala
6 10 (15.63%) PHP
7 6 (9.38%) C++
7 6 (9.38%) Clojure
8 4 (6.25%) R
9 2 (3.13%) Objective-C
9 2 (3.13%) PowerShell
9 2 (3.13%) VB.NET
10 1 (1.56%) Apex Code
10 1 (1.56%) Bash Shell
10 1 (1.56%) Java 8
10 1 (1.56%) PL/SQL
10 1 (1.56%) T-SQL
Qualifications
1 17 (26.56%) DV Cleared
1 17 (26.56%) Security Cleared
2 6 (9.38%) SC Cleared
3 4 (6.25%) Degree
3 4 (6.25%) ISEB
3 4 (6.25%) ISTQB
4 2 (3.13%) ITIL Certification
5 1 (1.56%) ECSA
5 1 (1.56%) GWAPT
Quality Assurance & Compliance
1 12 (18.75%) Data Quality
2 4 (6.25%) SLA
3 2 (3.13%) QA
System Software
1 2 (3.13%) Oracle RAC
2 1 (1.56%) Docker
Systems Management
1 2 (3.13%) Enterprise Manager Cloud Control
Vendors
1 7 (10.94%) Oracle
2 2 (3.13%) Alteryx
2 2 (3.13%) Google
2 2 (3.13%) HP
2 2 (3.13%) Microsoft
2 2 (3.13%) Sybase
2 2 (3.13%) Tableau
2 2 (3.13%) Talend
3 1 (1.56%) Apple
3 1 (1.56%) Atlassian
3 1 (1.56%) IBM
3 1 (1.56%) IBM Sterling
3 1 (1.56%) IFS
3 1 (1.56%) Salesforce.com
3 1 (1.56%) SAP
3 1 (1.56%) Xamarin