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

NoSQL
West Midlands > Birmingham
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 106 88 142
Rank change year-on-year -18 +54 -22
Permanent jobs citing NoSQL 94 112 64
As % of all permanent IT jobs advertised in Birmingham 2.48% 2.97% 1.37%
As % of the Database & Business Intelligence category 10.26% 10.98% 6.44%
Number of salaries quoted 86 106 64
Birmingham median annual salary £54,500 £45,000 £50,000
Median salary % change year-on-year +21.11% -10.00% +33.33%
10th Percentile £38,750 £31,250 £33,750
90th Percentile £68,750 £58,750 £85,000
West Midlands median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 916 1,020 994
As % of all permanent IT jobs advertised in Birmingham 24.18% 27.06% 21.26%
Number of salaries quoted 761 867 884
Birmingham median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £30,000 £27,500 £26,250
90th Percentile £65,000 £58,750 £60,000
West Midlands median annual salary £42,500 £40,000 £38,000
% change year-on-year +6.25% +5.26% +1.33%

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 June 2018.

Salary histogram for NoSQL in Birmingham

For the 6 months to 19 June 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 72 (76.60%) Agile Software Development
2 56 (59.57%) JavaScript
3 47 (50.00%) Java
4 41 (43.62%) Spring
5 37 (39.36%) SQL Server
5 37 (39.36%) SQL
6 34 (36.17%) .NET
7 32 (34.04%) TDD
8 30 (31.91%) C#
8 30 (31.91%) Web Services
8 30 (31.91%) Microsoft Azure
8 30 (31.91%) AngularJS
9 29 (30.85%) Software Engineering
10 27 (28.72%) JSON
10 27 (28.72%) MVC
11 26 (27.66%) Microsoft
11 26 (27.66%) React
12 23 (24.47%) KnockoutJS
13 22 (23.40%) RESTful
13 22 (23.40%) Twitter Bootstrap
13 22 (23.40%) Degree
14 21 (22.34%) XML
14 21 (22.34%) Analytics
14 21 (22.34%) Continuous Integration
14 21 (22.34%) REST
15 19 (20.21%) MongoDB
15 19 (20.21%) Hazelcast
15 19 (20.21%) Ajax
15 19 (20.21%) Scrum
16 18 (19.15%) PhD

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 3 (3.19%) Tomcat
2 2 (2.13%) Confluence
2 2 (2.13%) Elasticsearch
2 2 (2.13%) MS Exchange
3 1 (1.06%) Apache
3 1 (1.06%) Apache Spark
3 1 (1.06%) CMS
3 1 (1.06%) WebSphere
Business Applications
1 1 (1.06%) Payment Gateway
Cloud Services
1 30 (31.91%) Microsoft Azure
2 7 (7.45%) Amazon AWS
2 7 (7.45%) Cloud Computing
3 2 (2.13%) Amazon EC2
3 2 (2.13%) Amazon S3
3 2 (2.13%) AWS CloudFormation
3 2 (2.13%) SaaS
4 1 (1.06%) npm
4 1 (1.06%) Serverless
Communications & Networking
1 2 (2.13%) SMS
2 1 (1.06%) Modbus
Database & Business Intelligence
1 37 (39.36%) SQL Server
2 19 (20.21%) Hazelcast
2 19 (20.21%) MongoDB
3 18 (19.15%) Big Data
4 17 (18.09%) Relational Database
5 15 (15.96%) Cosmos DB
6 9 (9.57%) MySQL
7 6 (6.38%) Azure SQL Database
8 2 (2.13%) Apache Cassandra
9 1 (1.06%) Hadoop
9 1 (1.06%) Neo4j
9 1 (1.06%) RDBMS
Development Applications
1 13 (13.83%) Git (software)
2 7 (7.45%) Jenkins
3 6 (6.38%) TeamCity
4 4 (4.26%) Cucumber
4 4 (4.26%) JUnit
4 4 (4.26%) PHPUnit
5 3 (3.19%) Jasmine
5 3 (3.19%) Maven
5 3 (3.19%) Octopus Deploy
5 3 (3.19%) Visual Studio
5 3 (3.19%) Visual Studio Team System
6 2 (2.13%) Bitbucket
6 2 (2.13%) Eclipse
6 2 (2.13%) JIRA
6 2 (2.13%) Rational Rose
6 2 (2.13%) Subversion
7 1 (1.06%) FindBugs
7 1 (1.06%) Gradle
7 1 (1.06%) IntelliJ
7 1 (1.06%) Mocha
General
1 10 (10.64%) Finance
2 5 (5.32%) Retail
3 3 (3.19%) Advertising
3 3 (3.19%) Marketing
4 2 (2.13%) Banking
4 2 (2.13%) Games
Job Titles
1 58 (61.70%) Developer
2 36 (38.30%) Java Developer
3 18 (19.15%) JavaScript Developer
4 15 (15.96%) Architect
4 15 (15.96%) Software Engineer
5 13 (13.83%) Big Data Developer
5 13 (13.83%) C# Developer
5 13 (13.83%) Solutions Architect
6 9 (9.57%) Senior Developer
7 8 (8.51%) .NET Architect
7 8 (8.51%) .NET Solutions Architect
7 8 (8.51%) Azure Architect
7 8 (8.51%) Senior Software Engineer
8 7 (7.45%) .NET Developer
8 7 (7.45%) .NET Software Engineer
8 7 (7.45%) Java Software Developer
9 6 (6.38%) C# Software Engineer
9 6 (6.38%) Cloud Architect
9 6 (6.38%) Cloud Solutions Architect
9 6 (6.38%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 41 (43.62%) Spring
2 34 (36.17%) .NET
3 30 (31.91%) AngularJS
3 30 (31.91%) Web Services
4 27 (28.72%) JSON
5 26 (27.66%) React
6 23 (24.47%) KnockoutJS
7 22 (23.40%) RESTful
7 22 (23.40%) Twitter Bootstrap
8 21 (22.34%) REST
8 21 (22.34%) XML
9 19 (20.21%) Ajax
10 13 (13.83%) CSS
11 12 (12.77%) ASP.NET
11 12 (12.77%) ASP.NET MVC
12 10 (10.64%) HTML
12 10 (10.64%) jQuery
13 8 (8.51%) .NET Core
14 6 (6.38%) Node.js
15 5 (5.32%) Backbone.js
Miscellaneous
1 12 (12.77%) User Experience
2 8 (8.51%) Analytical Skills
3 4 (4.26%) Greenfield Project
4 3 (3.19%) Computer Science
4 3 (3.19%) Mobile App
4 3 (3.19%) Social Media
5 2 (2.13%) Algorithms
5 2 (2.13%) Data Structures
5 2 (2.13%) Enterprise Software
5 2 (2.13%) Fintech
5 2 (2.13%) Management Information System
6 1 (1.06%) Analytical Mindset
6 1 (1.06%) Public Cloud
6 1 (1.06%) Self-Motivation
Operating Systems
1 5 (5.32%) Windows
2 3 (3.19%) Linux
3 2 (2.13%) Android
3 2 (2.13%) Apple iOS
3 2 (2.13%) Windows Server
Processes & Methodologies
1 72 (76.60%) Agile Software Development
2 32 (34.04%) TDD
3 29 (30.85%) Software Engineering
4 27 (28.72%) MVC
5 21 (22.34%) Analytics
5 21 (22.34%) Continuous Integration
6 19 (20.21%) Scrum
7 15 (15.96%) Microservices
8 13 (13.83%) E-Commerce
9 12 (12.77%) BDD
9 12 (12.77%) Domain-Driven Design
10 11 (11.70%) Mentoring
11 10 (10.64%) Continuous Delivery
12 9 (9.57%) Problem-Solving
12 9 (9.57%) Test Automation
13 8 (8.51%) Adaptive Web Design
13 8 (8.51%) Creative Thinking
13 8 (8.51%) OO
14 7 (7.45%) API Design
14 7 (7.45%) SOA
Programming Languages
1 56 (59.57%) JavaScript
2 47 (50.00%) Java
3 37 (39.36%) SQL
4 30 (31.91%) C#
5 9 (9.57%) Java 8
6 6 (6.38%) Scala
7 5 (5.32%) PHP
7 5 (5.32%) Python
8 3 (3.19%) C
9 1 (1.06%) C++
9 1 (1.06%) Groovy
9 1 (1.06%) PHP 7
9 1 (1.06%) R
9 1 (1.06%) Ruby
Qualifications
1 22 (23.40%) Degree
2 18 (19.15%) PhD
3 2 (2.13%) CCDA
3 2 (2.13%) CCNA
3 2 (2.13%) Cisco Certification
3 2 (2.13%) ITIL Certification
3 2 (2.13%) SC Cleared
3 2 (2.13%) Security Cleared
4 1 (1.06%) Numerate Degree
Quality Assurance & Compliance
1 7 (7.45%) QA
System Software
1 9 (9.57%) Docker
2 2 (2.13%) Active Directory
2 2 (2.13%) Virtual Machines
2 2 (2.13%) VMware Infrastructure
Systems Management
1 5 (5.32%) Kubernetes
2 2 (2.13%) Puppet
3 1 (1.06%) Ansible
3 1 (1.06%) Opscode Chef
Vendors
1 26 (27.66%) Microsoft
2 6 (6.38%) Applogic
3 2 (2.13%) Fortinet
3 2 (2.13%) Oracle
3 2 (2.13%) VMware
4 1 (1.06%) Google
4 1 (1.06%) MuleSoft
4 1 (1.06%) Xamarin