Period
to 27 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Relational Database skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Relational Database over the 6 months to 27 April 2018 with a comparison to the same period in the previous 2 years.

Relational Database
South West > Bristol
6 months to
27 Apr 2018
Same period 2017 Same period 2016
Rank 109 111 68
Rank change year-on-year +2 -43 +57
Permanent jobs citing Relational Database 90 82 155
As % of all permanent IT jobs advertised in Bristol 2.40% 2.34% 4.27%
As % of the Database & Business Intelligence category 7.54% 8.16% 12.64%
Number of salaries quoted 81 70 151
Bristol median annual salary £42,500 £42,500 £42,500
10th Percentile £24,000 £32,000 £28,250
90th Percentile £65,000 £57,500 £55,000
South West median annual salary £37,500 £41,000 £42,500
% change year-on-year -8.54% -3.53% +6.25%

Relational Database is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1,194 1,005 1,226
As % of all permanent IT jobs advertised in Bristol 31.81% 28.67% 33.80%
Number of salaries quoted 1,052 893 1,085
Bristol median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +1.27%
10th Percentile £31,000 £28,750 £27,100
90th Percentile £63,750 £68,750 £60,000
South West median annual salary £42,500 £40,382 £40,000
% change year-on-year +5.24% +0.96% +6.67%

Relational Database
Job Vacancy Trend in Bristol

Job postings citing Relational Database as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Relational Database in Bristol

Relational Database
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Relational Database in Bristol.

Salary trend for Relational Database in Bristol

Relational Database
Salary Histogram in Bristol

The salary distribution of IT jobs citing Relational Database in Bristol over the 6 months to 27 April 2018.

Salary histogram for Relational Database in Bristol

For the 6 months to 27 April 2018, IT jobs citing Relational Database 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 Bristol region with a requirement for Relational Database.

1 49 (54.44%) RDBMS
2 46 (51.11%) Agile Software Development
3 44 (48.89%) Java
4 33 (36.67%) SQL
5 30 (33.33%) Oracle
5 30 (33.33%) Python
5 30 (33.33%) Amazon AWS
6 28 (31.11%) SQL Server
6 28 (31.11%) .NET
7 25 (27.78%) Degree
8 24 (26.67%) Computer Science
8 24 (26.67%) NoSQL
8 24 (26.67%) J2EE
8 24 (26.67%) JavaScript
9 22 (24.44%) Big Data
10 21 (23.33%) Microsoft
10 21 (23.33%) Amazon Redshift
11 20 (22.22%) Oracle Database
11 20 (22.22%) Data Science
12 19 (21.11%) OO
12 19 (21.11%) Mathematics
13 18 (20.00%) Unit Testing
13 18 (20.00%) ETL
14 16 (17.78%) RESTful
14 16 (17.78%) AngularJS
14 16 (17.78%) MongoDB
14 16 (17.78%) PostgreSQL
14 16 (17.78%) Software Engineering
15 15 (16.67%) Scrum
15 15 (16.67%) Data Warehouse

Relational Database
Co-occurring IT Skills in Bristol 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 10 (11.11%) Apache Spark
2 3 (3.33%) OpenStack
3 2 (2.22%) JBoss
3 2 (2.22%) ThingWorx
3 2 (2.22%) Tomcat
4 1 (1.11%) Apache
4 1 (1.11%) nginx
4 1 (1.11%) Oracle SOA Suite
4 1 (1.11%) SAS
Applications
1 1 (1.11%) Microsoft Excel
Cloud Services
1 30 (33.33%) Amazon AWS
2 10 (11.11%) Amazon Kinesis
2 10 (11.11%) Amazon S3
2 10 (11.11%) AWS Lambda
2 10 (11.11%) Serverless
3 8 (8.89%) Microsoft Azure
4 4 (4.44%) IaaS
4 4 (4.44%) PaaS
4 4 (4.44%) SaaS
5 3 (3.33%) Amazon EC2
6 1 (1.11%) AWS CloudFormation
6 1 (1.11%) DigitalOcean
6 1 (1.11%) GitHub
6 1 (1.11%) Google Cloud Platform
6 1 (1.11%) Heroku
6 1 (1.11%) npm
Communications & Networking
1 5 (5.56%) MQTT
2 3 (3.33%) Internet
2 3 (3.33%) SSL
2 3 (3.33%) Wireless
3 2 (2.22%) HTTP
3 2 (2.22%) SMS
4 1 (1.11%) Software-Defined Networking
Database & Business Intelligence
1 49 (54.44%) RDBMS
2 28 (31.11%) SQL Server
3 24 (26.67%) NoSQL
4 22 (24.44%) Big Data
5 21 (23.33%) Amazon Redshift
6 20 (22.22%) Oracle Database
7 16 (17.78%) MongoDB
7 16 (17.78%) PostgreSQL
8 15 (16.67%) Data Warehouse
9 14 (15.56%) MySQL
10 11 (12.22%) Apache Cassandra
10 11 (12.22%) Neo4j
11 8 (8.89%) BusinessObjects
12 6 (6.67%) Data Mart
13 5 (5.56%) CouchDB
13 5 (5.56%) Oracle BI EE
13 5 (5.56%) Oracle ODI
14 4 (4.44%) Redis
15 2 (2.22%) SQL Server Analysis Services
15 2 (2.22%) SQL Server Integration Services
Development Applications
1 12 (13.33%) Git (software)
2 9 (10.00%) Jenkins
3 4 (4.44%) Atlassian Bamboo
3 4 (4.44%) Mercurial
4 3 (3.33%) MSBuild
5 2 (2.22%) GitLab
5 2 (2.22%) Maven
5 2 (2.22%) SQL Server Management Studio (SSMS)
5 2 (2.22%) Subversion
6 1 (1.11%) gulp
6 1 (1.11%) Octopus Deploy
6 1 (1.11%) PostCSS
6 1 (1.11%) Selenium
6 1 (1.11%) SpecFlow
6 1 (1.11%) webpack
General
1 14 (15.56%) Finance
2 6 (6.67%) Telecoms
3 5 (5.56%) Marketing
4 3 (3.33%) Electronics
4 3 (3.33%) Manufacturing
5 1 (1.11%) Games
5 1 (1.11%) Legal
Job Titles
1 51 (56.67%) Developer
2 28 (31.11%) Java Developer
3 23 (25.56%) Java Software Developer
4 22 (24.44%) Software Developer
5 19 (21.11%) Graduate
5 19 (21.11%) Graduate Developer
6 18 (20.00%) Graduate Software Developer
7 17 (18.89%) Graduate J2EE Developer
7 17 (18.89%) Graduate Java Developer
7 17 (18.89%) Graduate Java J2EE Developer
7 17 (18.89%) J2EE Developer
7 17 (18.89%) Java/J2EE Developer
8 11 (12.22%) Business Intelligence Developer
9 10 (11.11%) AWS Engineer
9 10 (11.11%) Data Engineer
10 9 (10.00%) JavaScript Developer
10 9 (10.00%) SQL BI Developer
10 9 (10.00%) SQL Developer
11 8 (8.89%) Java Engineer
11 8 (8.89%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 28 (31.11%) .NET
2 24 (26.67%) J2EE
3 16 (17.78%) AngularJS
3 16 (17.78%) RESTful
4 14 (15.56%) HTML
4 14 (15.56%) Kafka
5 12 (13.33%) CSS
5 12 (13.33%) REST
6 8 (8.89%) JPA
6 8 (8.89%) Web Services
7 7 (7.78%) ASP.NET
8 6 (6.67%) GWT
8 6 (6.67%) Hibernate
8 6 (6.67%) HTML5
8 6 (6.67%) jQuery
8 6 (6.67%) Keras
8 6 (6.67%) NumPy
8 6 (6.67%) SciPy
8 6 (6.67%) TensorFlow
8 6 (6.67%) Theano
Miscellaneous
1 24 (26.67%) Computer Science
2 12 (13.33%) Algorithms
3 7 (7.78%) Analytical Skills
4 6 (6.67%) Enterprise Software
4 6 (6.67%) Management Information System
5 4 (4.44%) Public Cloud
5 4 (4.44%) User Experience
6 3 (3.33%) Internet of Things
6 3 (3.33%) Private Cloud
7 2 (2.22%) Arduino
7 2 (2.22%) Data Structures
8 1 (1.11%) Field-Programmable Gate Array
8 1 (1.11%) Greenfield Project
8 1 (1.11%) Hybrid Cloud
8 1 (1.11%) Self-Motivation
8 1 (1.11%) Wiki
Operating Systems
1 13 (14.44%) Linux
2 8 (8.89%) Unix
3 5 (5.56%) Windows
4 1 (1.11%) Android
4 1 (1.11%) Apple iOS
4 1 (1.11%) Windows Phone
Processes & Methodologies
1 46 (51.11%) Agile Software Development
2 20 (22.22%) Data Science
3 19 (21.11%) Mathematics
3 19 (21.11%) OO
4 18 (20.00%) ETL
4 18 (20.00%) Unit Testing
5 16 (17.78%) Software Engineering
6 15 (16.67%) Scrum
7 14 (15.56%) Artificial Intelligence
7 14 (15.56%) Business Intelligence
7 14 (15.56%) Machine Learning
8 12 (13.33%) Analytics
8 12 (13.33%) TDD
9 10 (11.11%) Data Engineering
9 10 (11.11%) Use Case
10 9 (10.00%) BDD
10 9 (10.00%) Data Analysis
10 9 (10.00%) Mentoring
10 9 (10.00%) Problem-Solving
11 8 (8.89%) MVC
Programming Languages
1 44 (48.89%) Java
2 33 (36.67%) SQL
3 30 (33.33%) Python
4 24 (26.67%) JavaScript
5 14 (15.56%) C#
6 10 (11.11%) PHP
6 10 (11.11%) T-SQL
7 8 (8.89%) Scala
8 7 (7.78%) C++
8 7 (7.78%) R
9 6 (6.67%) Ruby
10 5 (5.56%) Shell Script
11 3 (3.33%) Bash Shell
11 3 (3.33%) ES7
12 2 (2.22%) C
12 2 (2.22%) ES6
13 1 (1.11%) Go
13 1 (1.11%) PowerShell
13 1 (1.11%) VB
13 1 (1.11%) VBA
Qualifications
1 25 (27.78%) Degree
2 10 (11.11%) Numerate Degree
3 6 (6.67%) PhD
4 4 (4.44%) Computer Science Degree
5 3 (3.33%) Master's Degree
Quality Assurance & Compliance
1 1 (1.11%) QA
System Software
1 14 (15.56%) Docker
2 3 (3.33%) LXC
Systems Management
1 6 (6.67%) Kubernetes
2 3 (3.33%) Ansible
3 1 (1.11%) Opscode Chef
3 1 (1.11%) Packer
3 1 (1.11%) Puppet
3 1 (1.11%) Terraform
Vendors
1 30 (33.33%) Oracle
2 21 (23.33%) Microsoft
3 11 (12.22%) SAP
4 8 (8.89%) Google
5 6 (6.67%) Tableau
6 3 (3.33%) Intel
7 2 (2.22%) Gemalto
7 2 (2.22%) Nokia
8 1 (1.11%) Capita
8 1 (1.11%) Mercator
8 1 (1.11%) Xamarin