Period
to 16 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 16 December 2017 with a comparison to the same period in the previous 2 years.

NoSQL
West Midlands > Birmingham
6 months to
16 Dec 2017
Same period 2016 Same period 2015
Rank 103 137 110
Rank change year-on-year +34 -27 +61
Permanent jobs citing NoSQL 92 79 79
As % of all permanent IT jobs advertised in Birmingham 2.43% 1.71% 2.09%
As % of the Database & Business Intelligence category 9.57% 7.56% 8.20%
Number of salaries quoted 94 78 75
Birmingham median annual salary £42,500 £45,000 £50,000
Median salary % change year-on-year -5.56% -10.00% +11.11%
10th Percentile £31,250 £33,750 £33,750
90th Percentile £70,000 £82,500 £85,000
West Midlands median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - -10.00%

NoSQL 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 Birmingham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Birmingham
Permanent vacancies with a requirement for database or business intelligence skills 961 1045 964
As % of all permanent IT jobs advertised in Birmingham 25.43% 22.66% 25.49%
Number of salaries quoted 848 897 832
Birmingham median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - +3.90%
10th Percentile £27,500 £23,250 £25,750
90th Percentile £70,000 £63,750 £58,725
West Midlands median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% -

NoSQL
Job Vacancy Trend in Birmingham

Job postings citing NoSQL as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for NoSQL in Birmingham

NoSQL
Salary Trend in Birmingham

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

Salary trend for NoSQL in Birmingham

NoSQL
Salary Histogram in Birmingham

The salary distribution of IT jobs citing NoSQL in Birmingham over the 6 months to 16 December 2017.

Salary histogram for NoSQL in Birmingham

For the 6 months to 16 December 2017, IT jobs citing NoSQL 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 Birmingham region with a requirement for NoSQL.

1 54 (58.70%) JavaScript
2 48 (52.17%) Agile Software Development
2 48 (52.17%) Git (software)
3 46 (50.00%) MySQL
4 45 (48.91%) Node.js
5 38 (41.30%) SQL
6 37 (40.22%) HTML
7 36 (39.13%) PHP
8 35 (38.04%) CSS
9 34 (36.96%) OO
10 33 (35.87%) HTML5
10 33 (35.87%) MongoDB
11 32 (34.78%) REST
12 30 (32.61%) AngularJS
12 30 (32.61%) Twitter Bootstrap
13 29 (31.52%) RESTful
13 29 (31.52%) Amazon AWS
13 29 (31.52%) TDD
14 26 (28.26%) Laravel
15 25 (27.17%) Test Automation
15 25 (27.17%) jQuery
15 25 (27.17%) Java
16 24 (26.09%) SQL Server
17 22 (23.91%) XPath
17 22 (23.91%) Relational Database
18 21 (22.83%) Android
18 21 (22.83%) Apple iOS
18 21 (22.83%) JUnit
18 21 (22.83%) XML
19 20 (21.74%) MVC

NoSQL
Co-occurring IT Skills in Birmingham 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 14 (15.22%) Apache
2 11 (11.96%) CMS
3 10 (10.87%) Elasticsearch
4 9 (9.78%) nginx
5 3 (3.26%) Drupal
6 2 (2.17%) Adobe Experience Manager
7 1 (1.09%) Alfresco
7 1 (1.09%) Apache ServiceMix
7 1 (1.09%) Apache Solr
7 1 (1.09%) Confluence
7 1 (1.09%) JBoss
7 1 (1.09%) Liferay
7 1 (1.09%) Mule
7 1 (1.09%) Tomcat
Business Applications
1 1 (1.09%) Dynamics CRM
Cloud Services
1 29 (31.52%) Amazon AWS
2 9 (9.78%) Amazon EC2
2 9 (9.78%) Amazon S3
2 9 (9.78%) AWS Elastic Beanstalk
2 9 (9.78%) GitHub
2 9 (9.78%) Microsoft Azure
2 9 (9.78%) npm
3 6 (6.52%) Cloud Computing
3 6 (6.52%) Firebase
4 1 (1.09%) SaaS
Communications & Networking
1 9 (9.78%) HTTP
2 5 (5.43%) SMS
3 3 (3.26%) Internet
4 1 (1.09%) Extranet
4 1 (1.09%) Firewall
4 1 (1.09%) SAN
Database & Business Intelligence
1 46 (50.00%) MySQL
2 33 (35.87%) MongoDB
3 24 (26.09%) SQL Server
4 22 (23.91%) Relational Database
5 12 (13.04%) Amazon RDS
5 12 (13.04%) SQL Server 2016
6 11 (11.96%) Redis
7 8 (8.70%) SQL Server Integration Services
7 8 (8.70%) SQL Server Reporting Services
8 7 (7.61%) SQL Server Analysis Services
9 6 (6.52%) SQL Server 2012
10 5 (5.43%) MarkLogic
10 5 (5.43%) SQL Server 2008
11 3 (3.26%) Big Data
12 2 (2.17%) Apache Cassandra
12 2 (2.17%) PostgreSQL
13 1 (1.09%) Azure SQL Database
13 1 (1.09%) Hazelcast
13 1 (1.09%) Neo4j
13 1 (1.09%) SQL Server 2014
Development Applications
1 48 (52.17%) Git (software)
2 21 (22.83%) JUnit
3 15 (16.30%) PhantomJS
3 15 (16.30%) webpack
4 12 (13.04%) PHPUnit
5 9 (9.78%) GitLab
5 9 (9.78%) gulp
6 8 (8.70%) Jasmine
7 7 (7.61%) Atlassian Bamboo
7 7 (7.61%) Jenkins
7 7 (7.61%) JIRA
7 7 (7.61%) Subversion
8 6 (6.52%) Gradle
8 6 (6.52%) Karma Test Runner
9 5 (5.43%) Eclipse
9 5 (5.43%) Talend Open Studio
10 3 (3.26%) Team Foundation Server
10 3 (3.26%) Visual Studio
11 2 (2.17%) TeamCity
11 2 (2.17%) WebDriver
General
1 9 (9.78%) Electronics
1 9 (9.78%) Finance
1 9 (9.78%) Manufacturing
1 9 (9.78%) Telecoms
2 8 (8.70%) Games
3 6 (6.52%) Advertising
4 5 (5.43%) Billing
5 3 (3.26%) Back Office
5 3 (3.26%) Marketing
5 3 (3.26%) Retail
6 2 (2.17%) Banking
7 1 (1.09%) Investment Banking
Job Titles
1 73 (79.35%) Developer
2 29 (31.52%) PHP Developer
3 28 (30.43%) Full Stack Developer
4 21 (22.83%) Senior Developer
5 18 (19.57%) Web Developer
6 17 (18.48%) Java Developer
7 16 (17.39%) PHP Web Developer
8 12 (13.04%) Full Stack Web Developer
9 11 (11.96%) JavaScript Developer
10 10 (10.87%) Architect
10 10 (10.87%) HTML Developer
11 9 (9.78%) HTML CSS Developer
12 8 (8.70%) .NET Developer
13 7 (7.61%) Senior Full Stack Developer
13 7 (7.61%) Technical Architect
14 6 (6.52%) SQL Developer
15 5 (5.43%) C++ Programmer
15 5 (5.43%) PHP Architect
15 5 (5.43%) Senior Java Developer
15 5 (5.43%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 45 (48.91%) Node.js
2 37 (40.22%) HTML
3 35 (38.04%) CSS
4 33 (35.87%) HTML5
5 32 (34.78%) REST
6 30 (32.61%) AngularJS
6 30 (32.61%) Twitter Bootstrap
7 29 (31.52%) RESTful
8 26 (28.26%) Laravel
9 25 (27.17%) jQuery
10 21 (22.83%) XML
11 17 (18.48%) SOAP
12 16 (17.39%) React
13 15 (16.30%) Web Services
14 14 (15.22%) LAMP
15 13 (14.13%) .NET
15 13 (14.13%) JSON
15 13 (14.13%) Symfony
15 13 (14.13%) XSLT
16 12 (13.04%) Silex
Miscellaneous
1 12 (13.04%) Mobile App
2 10 (10.87%) Greenfield Project
3 9 (9.78%) Computer Science
4 8 (8.70%) Analytical Skills
5 5 (5.43%) Enterprise Software
5 5 (5.43%) Mobile Payment
5 5 (5.43%) User Experience
6 3 (3.26%) Clustering
6 3 (3.26%) Online Games
7 1 (1.09%) BBC
7 1 (1.09%) Fintech
7 1 (1.09%) Management Information System
7 1 (1.09%) Virtual Team
Operating Systems
1 21 (22.83%) Android
1 21 (22.83%) Apple iOS
2 17 (18.48%) Linux
3 6 (6.52%) Debian
3 6 (6.52%) Ubuntu
4 5 (5.43%) CentOS
4 5 (5.43%) Red Hat Enterprise Linux
5 3 (3.26%) Windows
6 1 (1.09%) Windows Server
Processes & Methodologies
1 48 (52.17%) Agile Software Development
2 34 (36.96%) OO
3 29 (31.52%) TDD
4 25 (27.17%) Test Automation
5 20 (21.74%) MVC
5 20 (21.74%) Scrum
6 19 (20.65%) OOD
7 18 (19.57%) Web Development
8 17 (18.48%) Business Intelligence
8 17 (18.48%) E-Commerce
8 17 (18.48%) Microservices
9 16 (17.39%) Software Engineering
10 14 (15.22%) Kanban
11 13 (14.13%) Continuous Integration
11 13 (14.13%) OOP
12 12 (13.04%) API Integration
12 12 (13.04%) Mobile Application Development
13 11 (11.96%) BDD
13 11 (11.96%) Unit Testing
14 10 (10.87%) Content Management
Programming Languages
1 54 (58.70%) JavaScript
2 38 (41.30%) SQL
3 36 (39.13%) PHP
4 25 (27.17%) Java
5 22 (23.91%) XPath
6 20 (21.74%) C#
7 19 (20.65%) C
8 12 (13.04%) C++
9 9 (9.78%) PHP 7
9 9 (9.78%) T-SQL
10 8 (8.70%) Python
11 7 (7.61%) Ruby
12 6 (6.52%) TypeScript
13 5 (5.43%) SPARQL
13 5 (5.43%) XQuery
14 1 (1.09%) PHP 5
14 1 (1.09%) PowerShell
14 1 (1.09%) Scala
14 1 (1.09%) VB
Qualifications
1 9 (9.78%) Degree
2 5 (5.43%) Security Cleared
3 3 (3.26%) Computer Science Degree
4 1 (1.09%) PhD
Quality Assurance & Compliance
1 3 (3.26%) QA
2 1 (1.09%) SLA
System Software
1 9 (9.78%) Docker
2 2 (2.17%) VMware Infrastructure
3 1 (1.09%) vSphere
Systems Management
1 9 (9.78%) Opscode Chef
2 1 (1.09%) Oracle Enterprise Manager
2 1 (1.09%) TeamSite
Vendors
1 20 (21.74%) Microsoft
2 5 (5.43%) Red Hat
2 5 (5.43%) Talend
3 3 (3.26%) Oracle
3 3 (3.26%) VMware
4 2 (2.17%) Adobe
5 1 (1.09%) Atlassian
5 1 (1.09%) Cisco
5 1 (1.09%) Cognos
5 1 (1.09%) Fortinet
5 1 (1.09%) Google
5 1 (1.09%) HP
5 1 (1.09%) Informatica
5 1 (1.09%) OpenText
5 1 (1.09%) RedGate
5 1 (1.09%) Reuters
5 1 (1.09%) SolarWinds