Period
to 19 September 2018

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 19 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
West Midlands > Birmingham
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 90 84 147
Rank change year-on-year -6 +63 -28
Permanent jobs citing NoSQL 110 131 71
As % of all permanent IT jobs advertised in Birmingham 2.91% 3.36% 1.48%
As % of the Database & Business Intelligence category 11.49% 12.14% 6.89%
Number of salaries quoted 101 127 71
Birmingham median annual salary £52,500 £42,500 £45,000
Median salary % change year-on-year +23.53% -5.56% +12.50%
10th Percentile £38,750 £31,700 £33,750
90th Percentile £65,000 £65,000 £85,000
West Midlands median annual salary £52,500 £47,500 £45,000
% change year-on-year +10.53% +5.56% +5.88%

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 957 1,079 1,031
As % of all permanent IT jobs advertised in Birmingham 25.30% 27.71% 21.43%
Number of salaries quoted 770 948 875
Birmingham median annual salary £45,000 £43,750 £40,000
Median salary % change year-on-year +2.86% +9.38% -
10th Percentile £30,225 £28,750 £21,940
90th Percentile £67,500 £61,250 £60,000
West Midlands median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +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 19 September 2018.

Salary histogram for NoSQL in Birmingham

For the 6 months to 19 September 2018, IT jobs citing NoSQL 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 Birmingham region with a requirement for NoSQL.

1 62 (56.36%) Agile Software Development
1 62 (56.36%) JavaScript
2 48 (43.64%) SQL Server
3 47 (42.73%) SQL
3 47 (42.73%) Java
4 42 (38.18%) C#
5 40 (36.36%) .NET
6 39 (35.45%) Microsoft Azure
7 36 (32.73%) Spring
8 35 (31.82%) AngularJS
9 34 (30.91%) Microsoft
9 34 (30.91%) TDD
10 32 (29.09%) Software Engineering
11 31 (28.18%) React
12 29 (26.36%) MVC
13 28 (25.45%) JSON
14 26 (23.64%) Web Services
15 25 (22.73%) REST
16 23 (20.91%) Microservices
17 22 (20.00%) MongoDB
18 21 (19.09%) XML
19 20 (18.18%) KnockoutJS
19 20 (18.18%) Relational Database
20 18 (16.36%) Test Automation
20 18 (16.36%) Degree
20 18 (16.36%) CSS
20 18 (16.36%) Finance
21 17 (15.45%) Scrum
21 17 (15.45%) RESTful
21 17 (15.45%) BDD

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 7 (6.36%) Elasticsearch
2 4 (3.64%) Tomcat
3 2 (1.82%) Apache
3 2 (1.82%) Confluence
3 2 (1.82%) MS Exchange
4 1 (0.91%) Apache Solr
4 1 (0.91%) Apache Spark
4 1 (0.91%) CMS
4 1 (0.91%) NServiceBus
4 1 (0.91%) Oracle Application Server
4 1 (0.91%) Oracle SOA Suite
4 1 (0.91%) WebLogic
4 1 (0.91%) WebSphere
Applications
1 3 (2.73%) Maya
Business Applications
1 4 (3.64%) Dynamics CRM
2 1 (0.91%) Payment Gateway
Cloud Services
1 39 (35.45%) Microsoft Azure
2 8 (7.27%) Cloud Computing
3 7 (6.36%) Amazon AWS
4 2 (1.82%) SaaS
5 1 (0.91%) Azure Functions
5 1 (0.91%) npm
5 1 (0.91%) Serverless
Communications & Networking
1 4 (3.64%) Extranet
1 4 (3.64%) SAN
2 1 (0.91%) HTTP
2 1 (0.91%) Modbus
2 1 (0.91%) TCP/IP
Database & Business Intelligence
1 48 (43.64%) SQL Server
2 22 (20.00%) MongoDB
3 20 (18.18%) Relational Database
4 15 (13.64%) Hazelcast
5 14 (12.73%) Big Data
6 13 (11.82%) Cosmos DB
7 10 (9.09%) MySQL
8 6 (5.45%) Azure SQL Database
9 5 (4.55%) DB2
10 4 (3.64%) Data Warehouse
10 4 (3.64%) SQL Server Integration Services
10 4 (3.64%) SQL Server Reporting Services
11 3 (2.73%) Hadoop
12 1 (0.91%) HBase
12 1 (0.91%) Oracle Database
12 1 (0.91%) Oracle Database 11g
12 1 (0.91%) Oracle8/8i Database
12 1 (0.91%) RavenDB
12 1 (0.91%) RDBMS
Development Applications
1 13 (11.82%) Git (software)
2 11 (10.00%) Visual Studio Team System
3 8 (7.27%) TeamCity
4 7 (6.36%) Jenkins
4 7 (6.36%) Rational Rose
4 7 (6.36%) Team Foundation Server
5 5 (4.55%) Cucumber
5 5 (4.55%) Octopus Deploy
6 4 (3.64%) PHPUnit
7 3 (2.73%) Eclipse
7 3 (2.73%) Jasmine
7 3 (2.73%) JUnit
7 3 (2.73%) Maven
8 2 (1.82%) IntelliJ
8 2 (1.82%) JIRA
8 2 (1.82%) Mockito
8 2 (1.82%) Subversion
9 1 (0.91%) FindBugs
9 1 (0.91%) SoapUI
9 1 (0.91%) SonarQube
General
1 18 (16.36%) Finance
2 3 (2.73%) Advertising
2 3 (2.73%) Games
2 3 (2.73%) Marketing
3 2 (1.82%) Banking
3 2 (1.82%) Retail
Job Titles
1 63 (57.27%) Developer
2 31 (28.18%) Java Developer
3 23 (20.91%) JavaScript Developer
4 17 (15.45%) Software Engineer
5 16 (14.55%) C# Developer
6 15 (13.64%) Architect
6 15 (13.64%) Solutions Architect
7 13 (11.82%) Big Data Developer
8 9 (8.18%) .NET Architect
8 9 (8.18%) .NET Developer
8 9 (8.18%) .NET Solutions Architect
8 9 (8.18%) Senior Developer
8 9 (8.18%) Senior Software Engineer
9 8 (7.27%) .NET Software Engineer
9 8 (7.27%) Azure Architect
9 8 (7.27%) C# Software Engineer
10 6 (5.45%) Cloud Architect
10 6 (5.45%) Cloud Solutions Architect
10 6 (5.45%) Software Developer
11 5 (4.55%) Applications Developer
Libraries, Frameworks & Software Standards
1 40 (36.36%) .NET
2 36 (32.73%) Spring
3 35 (31.82%) AngularJS
4 31 (28.18%) React
5 28 (25.45%) JSON
6 26 (23.64%) Web Services
7 25 (22.73%) REST
8 21 (19.09%) XML
9 20 (18.18%) KnockoutJS
10 18 (16.36%) CSS
11 17 (15.45%) RESTful
12 16 (14.55%) Twitter Bootstrap
13 15 (13.64%) ASP.NET
13 15 (13.64%) ASP.NET MVC
13 15 (13.64%) HTML
13 15 (13.64%) jQuery
14 14 (12.73%) Ajax
15 10 (9.09%) Node.js
16 8 (7.27%) Dropwizard
16 8 (7.27%) SOAP
Miscellaneous
1 10 (9.09%) User Experience
2 9 (8.18%) Analytical Skills
3 8 (7.27%) Greenfield Project
4 5 (4.55%) Device Driver
4 5 (4.55%) PDA
5 4 (3.64%) Computer Science
6 3 (2.73%) Enterprise Software
6 3 (2.73%) Fintech
6 3 (2.73%) Social Media
7 2 (1.82%) Grid Computing
7 2 (1.82%) Management Information System
8 1 (0.91%) Analytical Mindset
8 1 (0.91%) LPAR
Operating Systems
1 10 (9.09%) Linux
2 7 (6.36%) Windows
3 6 (5.45%) Windows Server
4 4 (3.64%) Windows 10
4 4 (3.64%) Windows 7
4 4 (3.64%) Windows 8
5 2 (1.82%) CentOS
6 1 (0.91%) AIX
6 1 (0.91%) Unix
Processes & Methodologies
1 62 (56.36%) Agile Software Development
2 34 (30.91%) TDD
3 32 (29.09%) Software Engineering
4 29 (26.36%) MVC
5 23 (20.91%) Microservices
6 18 (16.36%) Test Automation
7 17 (15.45%) BDD
7 17 (15.45%) Continuous Delivery
7 17 (15.45%) Mentoring
7 17 (15.45%) Scrum
8 16 (14.55%) Analytics
9 15 (13.64%) Continuous Integration
10 13 (11.82%) Domain-Driven Design
10 13 (11.82%) E-Commerce
10 13 (11.82%) SOA
11 12 (10.91%) DevOps
11 12 (10.91%) OO
11 12 (10.91%) Problem-Solving
12 11 (10.00%) ITIL
13 10 (9.09%) UML
Programming Languages
1 62 (56.36%) JavaScript
2 47 (42.73%) Java
2 47 (42.73%) SQL
3 42 (38.18%) C#
4 10 (9.09%) Java 8
5 8 (7.27%) Python
6 4 (3.64%) PHP
6 4 (3.64%) PowerShell
6 4 (3.64%) Scala
6 4 (3.64%) T-SQL
6 4 (3.64%) VB
7 3 (2.73%) PHP 7
7 3 (2.73%) Ruby
8 2 (1.82%) Groovy
9 1 (0.91%) Bash Shell
9 1 (0.91%) C++
9 1 (0.91%) Korn
9 1 (0.91%) PL/SQL
9 1 (0.91%) R
9 1 (0.91%) VB.NET
Qualifications
1 18 (16.36%) Degree
2 11 (10.00%) PhD
3 4 (3.64%) ITIL Certification
4 2 (1.82%) CCDA
4 2 (1.82%) CCNA
4 2 (1.82%) Cisco Certification
5 1 (0.91%) MCSD
5 1 (0.91%) Microsoft Certification
5 1 (0.91%) Numerate Degree
Quality Assurance & Compliance
1 5 (4.55%) SLA
2 2 (1.82%) QA
System Software
1 10 (9.09%) VMware Infrastructure
2 7 (6.36%) Docker
3 4 (3.64%) Hyper-V
4 3 (2.73%) Active Directory
5 2 (1.82%) Virtual Machines
6 1 (0.91%) Oracle RAC
Systems Management
1 5 (4.55%) Kubernetes
1 5 (4.55%) Oracle Enterprise Manager
2 1 (0.91%) Data Guard
2 1 (0.91%) HP Data Protector
2 1 (0.91%) Oracle RMAN
2 1 (0.91%) Puppet
Vendors
1 34 (30.91%) Microsoft
2 10 (9.09%) VMware
3 9 (8.18%) Oracle
4 6 (5.45%) Applogic
5 4 (3.64%) Informatica
5 4 (3.64%) SolarWinds
6 3 (2.73%) Capita
7 2 (1.82%) Fortinet
8 1 (0.91%) HP
8 1 (0.91%) IBM
8 1 (0.91%) Xamarin