Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 23 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 83 164 145
Rank change year-on-year +81 -19 +133
Permanent jobs citing NoSQL 349 199 199
As % of all permanent IT jobs advertised in the West Midlands 3.44% 1.73% 1.83%
As % of the Database & Business Intelligence category 11.56% 6.44% 6.19%
Number of salaries quoted 311 203 191
West Midlands median annual salary £45,000 £45,000 £45,000
10th Percentile £31,250 £33,750 £31,250
90th Percentile £71,250 £70,000 £80,000
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 the West Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Midlands
Permanent vacancies with a requirement for database or business intelligence skills 3019 3088 3214
As % of all permanent IT jobs advertised in the West Midlands 29.78% 26.90% 29.54%
Number of salaries quoted 2600 2581 2792
West Midlands median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% -
10th Percentile £26,250 £23,500 £25,000
90th Percentile £60,000 £60,000 £55,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

NoSQL
Job Vacancy Trend in the West Midlands

Job postings citing NoSQL as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for NoSQL in the West Midlands

NoSQL
Salary Trend in the West Midlands

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

Salary trend for NoSQL in the West Midlands

NoSQL
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing NoSQL in the West Midlands over the 6 months to 23 November 2017.

Salary histogram for NoSQL in the West Midlands

NoSQL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the West Midlands region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +51 103 £42,500 -5.56% 6
Warwickshire +55 84 £37,500 -6.25% 1
Halesowen - 49 £35,000 - 1
Coventry +23 46 £55,000 +29.41% 3
Herefordshire +16 18 £47,500 -5.00% 1
Staffordshire -12 15 £40,000 -20.00% 3
Worcestershire +1 13 £47,500 -5.00%
Solihull 0 7 £49,000 -
Walsall - 6 £42,500 -
NoSQL
England

For the 6 months to 23 November 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 West Midlands region with a requirement for NoSQL.

1 188 (53.87%) JavaScript
2 175 (50.14%) AngularJS
3 163 (46.70%) Agile Software Development
4 156 (44.70%) C#
5 155 (44.41%) MySQL
6 153 (43.84%) Node.js
7 127 (36.39%) MongoDB
8 125 (35.82%) Git (software)
9 123 (35.24%) .NET
9 123 (35.24%) HTML
10 122 (34.96%) SQL
11 116 (33.24%) SQL Server
12 111 (31.81%) PHP
12 111 (31.81%) MVC
13 102 (29.23%) CSS
14 88 (25.21%) TDD
15 87 (24.93%) Business Intelligence
16 86 (24.64%) HTML5
17 85 (24.36%) ASP.NET
18 81 (23.21%) Amazon AWS
19 78 (22.35%) ASP.NET Web API
19 78 (22.35%) Java
20 77 (22.06%) C++
20 77 (22.06%) Microsoft
21 74 (21.20%) RESTful
22 67 (19.20%) OO
23 64 (18.34%) Twitter Bootstrap
24 63 (18.05%) BDD
24 63 (18.05%) Linux
25 62 (17.77%) Web Development

NoSQL
Co-occurring IT Skills in the West Midlands 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 40 (11.46%) Apache
2 26 (7.45%) Confluence
3 16 (4.58%) CMS
4 11 (3.15%) Elasticsearch
5 10 (2.87%) JBoss
5 10 (2.87%) nginx
6 9 (2.58%) GlassFish
7 8 (2.29%) Tomcat
8 6 (1.72%) Jetty
8 6 (1.72%) Umbraco
9 4 (1.15%) Apache Spark
9 4 (1.15%) Drupal
10 3 (0.86%) Adobe Experience Manager
10 3 (0.86%) Oracle SOA Suite
10 3 (0.86%) WildFly
11 2 (0.57%) Apache ServiceMix
11 2 (0.57%) Apache Solr
11 2 (0.57%) ArcGIS
11 2 (0.57%) Mule
11 2 (0.57%) WordPress
Business Applications
1 1 (0.29%) Dynamics CRM
Cloud Services
1 81 (23.21%) Amazon AWS
2 53 (15.19%) Microsoft Azure
3 26 (7.45%) Bluemix
3 26 (7.45%) IBM Cloud
3 26 (7.45%) PaaS
4 21 (6.02%) IaaS
5 19 (5.44%) npm
6 18 (5.16%) Cloud Computing
7 12 (3.44%) GitHub
8 11 (3.15%) Amazon EC2
8 11 (3.15%) SaaS
9 10 (2.87%) Amazon S3
9 10 (2.87%) AWS Elastic Beanstalk
10 8 (2.29%) Firebase
11 6 (1.72%) Google Cloud Platform
12 4 (1.15%) Google Analytics
13 1 (0.29%) Amazon CloudSearch
13 1 (0.29%) Amazon ElastiCache
13 1 (0.29%) Amazon SQS
13 1 (0.29%) Slack
Communications & Networking
1 30 (8.60%) SMS
2 14 (4.01%) HTTP
3 6 (1.72%) AMQP
4 5 (1.43%) Internet
5 1 (0.29%) SAN
5 1 (0.29%) Skype
Database & Business Intelligence
1 155 (44.41%) MySQL
2 127 (36.39%) MongoDB
3 116 (33.24%) SQL Server
4 43 (12.32%) SQL Server 2016
5 39 (11.17%) PostgreSQL
5 39 (11.17%) Redis
6 32 (9.17%) Relational Database
7 30 (8.60%) Big Data
8 23 (6.59%) Apache Cassandra
8 23 (6.59%) SQL Server 2008
9 17 (4.87%) SQL Server Integration Services
9 17 (4.87%) SQL Server Reporting Services
10 16 (4.58%) CouchDB
11 13 (3.72%) Amazon RDS
11 13 (3.72%) SQL Server Analysis Services
12 12 (3.44%) SQL Server 2012
13 11 (3.15%) Data Warehouse
14 8 (2.29%) DocumentDB
14 8 (2.29%) MarkLogic
14 8 (2.29%) Power BI
Development Applications
1 125 (35.82%) Git (software)
2 54 (15.47%) Subversion
3 38 (10.89%) JIRA
4 33 (9.46%) JUnit
5 31 (8.88%) Eclipse
5 31 (8.88%) TeamCity
6 27 (7.74%) Maven
7 21 (6.02%) Jenkins
8 18 (5.16%) PhantomJS
8 18 (5.16%) Visual Studio
8 18 (5.16%) webpack
9 16 (4.58%) gulp
9 16 (4.58%) JSUnit
10 12 (3.44%) Jasmine
11 11 (3.15%) PHPUnit
12 10 (2.87%) GitLab
12 10 (2.87%) Karma Test Runner
13 9 (2.58%) Hudson
14 8 (2.29%) Atlassian Bamboo
14 8 (2.29%) JBehave
General
1 57 (16.33%) Games
2 36 (10.32%) Billing
3 28 (8.02%) Finance
4 22 (6.30%) Retail
5 19 (5.44%) Back Office
5 19 (5.44%) Music Industry
6 10 (2.87%) Advertising
6 10 (2.87%) Electronics
6 10 (2.87%) Manufacturing
6 10 (2.87%) Telecoms
7 7 (2.01%) Marketing
8 3 (0.86%) Banking
Job Titles
1 241 (69.05%) Developer
2 70 (20.06%) .NET Developer
3 69 (19.77%) Senior Developer
4 59 (16.91%) Full Stack Developer
5 45 (12.89%) PHP Developer
6 37 (10.60%) Architect
6 37 (10.60%) C# Developer
7 36 (10.32%) Web Developer
8 35 (10.03%) Java Developer
9 33 (9.46%) Software Developer
10 32 (9.17%) Technical Architect
11 30 (8.60%) ASP.NET Developer
12 27 (7.74%) C# .NET Developer
12 27 (7.74%) PHP Web Developer
13 26 (7.45%) JavaScript Developer
14 23 (6.59%) C# ASP.NET Developer
14 23 (6.59%) Senior Full Stack Developer
15 21 (6.02%) AWS Architect
15 21 (6.02%) Node.js Developer
16 20 (5.73%) Full Stack Web Developer
Libraries, Frameworks & Software Standards
1 175 (50.14%) AngularJS
2 153 (43.84%) Node.js
3 123 (35.24%) .NET
3 123 (35.24%) HTML
4 102 (29.23%) CSS
5 86 (24.64%) HTML5
6 85 (24.36%) ASP.NET
7 78 (22.35%) ASP.NET Web API
8 74 (21.20%) RESTful
9 64 (18.34%) Twitter Bootstrap
10 61 (17.48%) ASP.NET MVC
11 60 (17.19%) REST
12 58 (16.62%) jQuery
13 57 (16.33%) XML
14 49 (14.04%) Spring
15 43 (12.32%) WCF
16 39 (11.17%) ASP.NET MVC 5
17 38 (10.89%) Hibernate
18 37 (10.60%) Web Services
19 36 (10.32%) Laravel
Miscellaneous
1 46 (13.18%) BBC
2 32 (9.17%) User Experience
3 31 (8.88%) Greenfield Project
4 27 (7.74%) Mobile Payment
5 23 (6.59%) Enterprise Software
6 18 (5.16%) Mobile App
7 15 (4.30%) Mobile Games
7 15 (4.30%) Online Games
8 14 (4.01%) Analytical Skills
9 12 (3.44%) Computer Science
9 12 (3.44%) Private Cloud
10 11 (3.15%) Smart Meter
11 5 (1.43%) Clustering
12 4 (1.15%) Fintech
12 4 (1.15%) Replication
13 3 (0.86%) NHS
13 3 (0.86%) Public Cloud
13 3 (0.86%) Social Media
14 2 (0.57%) Blog
14 2 (0.57%) N-Tier
Operating Systems
1 63 (18.05%) Linux
2 48 (13.75%) Android
2 48 (13.75%) Apple iOS
3 31 (8.88%) Debian
3 31 (8.88%) Ubuntu
4 30 (8.60%) CentOS
5 21 (6.02%) Windows
6 5 (1.43%) Red Hat Enterprise Linux
7 1 (0.29%) Mac OS X
Processes & Methodologies
1 163 (46.70%) Agile Software Development
2 111 (31.81%) MVC
3 88 (25.21%) TDD
4 87 (24.93%) Business Intelligence
5 67 (19.20%) OO
6 63 (18.05%) BDD
7 62 (17.77%) Web Development
8 56 (16.05%) Microservices
9 54 (15.47%) Continuous Integration
9 54 (15.47%) Mobile Development
10 53 (15.19%) Scrum
11 52 (14.90%) Test Automation
12 45 (12.89%) Software Engineering
13 40 (11.46%) Web Application Development
14 33 (9.46%) SDLC
15 29 (8.31%) OOP
16 26 (7.45%) High Availability
16 26 (7.45%) Unit Testing
17 25 (7.16%) API Integration
17 25 (7.16%) Continuous Delivery
Programming Languages
1 188 (53.87%) JavaScript
2 156 (44.70%) C#
3 122 (34.96%) SQL
4 111 (31.81%) PHP
5 78 (22.35%) Java
6 77 (22.06%) C++
7 50 (14.33%) Python
8 49 (14.04%) Ruby
9 44 (12.61%) C
10 24 (6.88%) XPath
11 23 (6.59%) Scala
12 19 (5.44%) T-SQL
13 14 (4.01%) F#
14 13 (3.72%) PHP 7
15 10 (2.87%) TypeScript
16 9 (2.58%) MATLAB
16 9 (2.58%) R
17 6 (1.72%) Clojure
17 6 (1.72%) Go
17 6 (1.72%) XQuery
Qualifications
1 30 (8.60%) Security Cleared
2 21 (6.02%) Degree
3 6 (1.72%) Computer Science Degree
4 4 (1.15%) Microsoft Certification
5 2 (0.57%) Master's Degree
5 2 (0.57%) MCSE
5 2 (0.57%) PhD
5 2 (0.57%) SC Cleared
6 1 (0.29%) DV Cleared
Quality Assurance & Compliance
1 9 (2.58%) QA
2 2 (0.57%) PCI DSS
2 2 (0.57%) SLA
System Software
1 52 (14.90%) Docker
2 12 (3.44%) Active Directory
3 2 (0.57%) VMware Infrastructure
4 1 (0.29%) Apache Flume
4 1 (0.29%) vSphere
Systems Management
1 28 (8.02%) Puppet
2 23 (6.59%) Ansible
3 15 (4.30%) Opscode Chef
4 11 (3.15%) Marathon
5 2 (0.57%) Packer
5 2 (0.57%) Terraform
6 1 (0.29%) Oracle Enterprise Manager
6 1 (0.29%) TeamSite
Vendors
1 77 (22.06%) Microsoft
2 45 (12.89%) Oracle
3 30 (8.60%) Red Hat
4 26 (7.45%) IBM
5 16 (4.58%) Google
6 14 (4.01%) VMware
7 8 (2.29%) Xamarin
8 5 (1.43%) Zoomdata
9 4 (1.15%) Talend
10 3 (0.86%) Adobe
10 3 (0.86%) Atlassian
10 3 (0.86%) MuleSoft
10 3 (0.86%) Reuters
10 3 (0.86%) Zend
11 2 (0.57%) Sybase
12 1 (0.29%) Cloudera
12 1 (0.29%) Cognos
12 1 (0.29%) HP
12 1 (0.29%) Informatica
12 1 (0.29%) OpenText