Period
to 19 August 2018

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

NoSQL
England > West Midlands
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 104 74 176
Rank change year-on-year -30 +102 -22
Permanent jobs citing NoSQL 250 370 191
As % of all permanent IT jobs advertised in the West Midlands 2.76% 3.69% 1.60%
As % of the Database & Business Intelligence category 10.76% 12.27% 6.09%
Number of salaries quoted 205 392 180
West Midlands median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £35,100 £31,250 £33,750
90th Percentile £67,500 £62,500 £66,250
England median annual salary £55,000 £55,000 £55,000

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 2,323 3,015 3,138
As % of all permanent IT jobs advertised in the West Midlands 25.64% 30.08% 26.24%
Number of salaries quoted 1,893 2,649 2,608
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,300 £26,250 £23,000
90th Percentile £61,250 £58,750 £58,750
England median annual salary £50,000 £47,500 £47,500
% 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 19 August 2018.

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 19 August 2018. 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 -23 105 £52,500 +23.53% 15
Coventry +24 67 £50,000 -2.44% 4
Solihull -11 17 £55,000 +52.78%
Staffordshire +8 15 £42,500 -26.09% 4
Warwickshire -30 15 £50,000 +17.65% 2
Shropshire +20 5 £32,500 -40.91%
Worcestershire -5 4 £35,000 -30.00% 3
Herefordshire +8 2 - - 2
Sutton Coldfield - 1 £37,500 - 1
NoSQL
England

For the 6 months to 19 August 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 West Midlands region with a requirement for NoSQL.

1 162 (64.80%) Agile Software Development
2 161 (64.40%) JavaScript
3 126 (50.40%) SQL
4 113 (45.20%) Java
5 97 (38.80%) SQL Server
6 96 (38.40%) C#
7 94 (37.60%) .NET
8 91 (36.40%) TDD
9 89 (35.60%) Spring
10 80 (32.00%) MVC
11 79 (31.60%) MongoDB
12 71 (28.40%) Microservices
13 70 (28.00%) AngularJS
14 68 (27.20%) Software Engineering
15 64 (25.60%) Continuous Integration
15 64 (25.60%) Scrum
16 63 (25.20%) BDD
17 62 (24.80%) RESTful
17 62 (24.80%) Microsoft Azure
18 60 (24.00%) Git (software)
19 58 (23.20%) Microsoft
20 56 (22.40%) Degree
21 54 (21.60%) PostgreSQL
22 51 (20.40%) Linux
22 51 (20.40%) Node.js
22 51 (20.40%) Docker
23 50 (20.00%) KnockoutJS
24 49 (19.60%) Web Services
25 47 (18.80%) Relational Database
25 47 (18.80%) React

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 25 (10.00%) Elasticsearch
2 10 (4.00%) Tomcat
3 9 (3.60%) BizTalk Server
3 9 (3.60%) SharePoint
4 6 (2.40%) Apache Spark
4 6 (2.40%) Oracle SOA Suite
5 5 (2.00%) JBoss
5 5 (2.00%) WildFly
6 3 (1.20%) CMS
7 2 (0.80%) MS Exchange
8 1 (0.40%) Apache
8 1 (0.40%) Apache Solr
8 1 (0.40%) IIS
8 1 (0.40%) NServiceBus
8 1 (0.40%) Oracle Application Server
8 1 (0.40%) WebLogic
8 1 (0.40%) WebSphere
Applications
1 3 (1.20%) Maya
2 2 (0.80%) Adobe Creative Suite
2 2 (0.80%) Photoshop
Business Applications
1 13 (5.20%) Dynamics CRM
2 1 (0.40%) Payment Gateway
Cloud Services
1 62 (24.80%) Microsoft Azure
2 27 (10.80%) Amazon AWS
3 14 (5.60%) IaaS
3 14 (5.60%) PaaS
4 11 (4.40%) Cloud Computing
5 9 (3.60%) Office 365
5 9 (3.60%) SaaS
6 4 (1.60%) AWS CloudFormation
6 4 (1.60%) GitHub
7 3 (1.20%) Serverless
8 2 (0.80%) Amazon EC2
8 2 (0.80%) Amazon ELB
8 2 (0.80%) Amazon S3
8 2 (0.80%) Amazon SQS
8 2 (0.80%) Google Analytics
8 2 (0.80%) Route 53
8 2 (0.80%) Virtual Private Cloud
9 1 (0.40%) Azure Functions
9 1 (0.40%) IBM Cloud
9 1 (0.40%) npm
Communications & Networking
1 4 (1.60%) Internet
1 4 (1.60%) SAN
2 3 (1.20%) DNS
3 2 (0.80%) Extranet
3 2 (0.80%) Intranet
4 1 (0.40%) HTTP
4 1 (0.40%) Modbus
4 1 (0.40%) SMS
4 1 (0.40%) TCP/IP
Database & Business Intelligence
1 97 (38.80%) SQL Server
2 79 (31.60%) MongoDB
3 54 (21.60%) PostgreSQL
4 47 (18.80%) Relational Database
5 45 (18.00%) MySQL
6 31 (12.40%) Big Data
7 26 (10.40%) Apache Cassandra
7 26 (10.40%) Hazelcast
8 25 (10.00%) Cosmos DB
9 23 (9.20%) DB2
10 21 (8.40%) Amazon DynamoDB
11 10 (4.00%) Amazon RDS
12 9 (3.60%) Data Lake
12 9 (3.60%) Hadoop
13 8 (3.20%) Data Warehouse
13 8 (3.20%) SQL Server 2016
14 7 (2.80%) Azure SQL Database
15 5 (2.00%) Data Mining
15 5 (2.00%) SQL Server Integration Services
16 4 (1.60%) SQL Server Reporting Services
Development Applications
1 60 (24.00%) Git (software)
2 34 (13.60%) JUnit
3 27 (10.80%) Cucumber
4 26 (10.40%) JBehave
5 22 (8.80%) Visual Studio Team System
6 19 (7.60%) Jenkins
7 16 (6.40%) Maven
8 12 (4.80%) Visual Studio
9 10 (4.00%) TeamCity
10 8 (3.20%) Mockito
10 8 (3.20%) Team Foundation Server
11 7 (2.80%) Rational Rose
12 5 (2.00%) Jasmine
12 5 (2.00%) Octopus Deploy
13 4 (1.60%) PHPUnit
13 4 (1.60%) ReSharper
14 3 (1.20%) Eclipse
14 3 (1.20%) JIRA
15 2 (0.80%) IntelliJ
15 2 (0.80%) Mocha
General
1 38 (15.20%) Retail
2 20 (8.00%) Marketing
3 19 (7.60%) Finance
4 15 (6.00%) Advertising
5 11 (4.40%) Games
6 5 (2.00%) Back Office
7 2 (0.80%) Banking
8 1 (0.40%) Manufacturing
Job Titles
1 149 (59.60%) Developer
2 56 (22.40%) Java Developer
3 47 (18.80%) .NET Developer
4 45 (18.00%) JavaScript Developer
5 40 (16.00%) Architect
6 39 (15.60%) C# Developer
7 35 (14.00%) Senior Developer
8 25 (10.00%) C# .NET Developer
9 22 (8.80%) Big Data Developer
9 22 (8.80%) Senior Java Developer
10 21 (8.40%) Software Engineer
11 17 (6.80%) Solutions Architect
12 16 (6.40%) DBA
13 13 (5.20%) Web Developer
14 12 (4.80%) .NET Web Developer
14 12 (4.80%) C# Web Developer
14 12 (4.80%) Java Engineer
14 12 (4.80%) Software Developer
15 11 (4.40%) ASP.NET Developer
15 11 (4.40%) C# ASP.NET Developer
Libraries, Frameworks & Software Standards
1 94 (37.60%) .NET
2 89 (35.60%) Spring
3 70 (28.00%) AngularJS
4 62 (24.80%) RESTful
5 51 (20.40%) Node.js
6 50 (20.00%) KnockoutJS
7 49 (19.60%) Web Services
8 47 (18.80%) React
9 46 (18.40%) HTML
9 46 (18.40%) REST
10 42 (16.80%) ASP.NET
10 42 (16.80%) ASP.NET MVC
11 41 (16.40%) ASP.NET Web API
12 40 (16.00%) Hibernate
13 39 (15.60%) CSS
14 38 (15.20%) JSON
15 35 (14.00%) Twitter Bootstrap
16 30 (12.00%) XML
17 27 (10.80%) .NET Core
17 27 (10.80%) JMS
Miscellaneous
1 27 (10.80%) User Experience
2 22 (8.80%) Enterprise Software
3 21 (8.40%) Computer Science
4 20 (8.00%) Smart Meter
5 14 (5.60%) Analytical Skills
6 11 (4.40%) Social Media
7 10 (4.00%) Greenfield Project
8 9 (3.60%) Graphic Design
9 7 (2.80%) Mobile App
10 6 (2.40%) Data Structures
11 5 (2.00%) Device Driver
11 5 (2.00%) Linux Command Line
11 5 (2.00%) PDA
12 4 (1.60%) RIA
12 4 (1.60%) Self-Motivation
13 3 (1.20%) Analytical Mindset
13 3 (1.20%) Blog
13 3 (1.20%) Fintech
13 3 (1.20%) Grid Computing
13 3 (1.20%) Management Information System
Operating Systems
1 51 (20.40%) Linux
2 11 (4.40%) Unix
3 9 (3.60%) Windows
4 6 (2.40%) Android
4 6 (2.40%) Apple iOS
5 3 (1.20%) Windows Server
6 1 (0.40%) AIX
Processes & Methodologies
1 162 (64.80%) Agile Software Development
2 91 (36.40%) TDD
3 80 (32.00%) MVC
4 71 (28.40%) Microservices
5 68 (27.20%) Software Engineering
6 64 (25.60%) Continuous Integration
6 64 (25.60%) Scrum
7 63 (25.20%) BDD
8 46 (18.40%) Continuous Delivery
9 43 (17.20%) Test Automation
10 41 (16.40%) Analytics
10 41 (16.40%) Mentoring
11 35 (14.00%) OO
12 27 (10.80%) Web Development
13 24 (9.60%) CRM
14 23 (9.20%) SOA
15 22 (8.80%) Configuration Management
16 21 (8.40%) Unit Testing
17 20 (8.00%) Dependency Injection
17 20 (8.00%) E-Commerce
Programming Languages
1 161 (64.40%) JavaScript
2 126 (50.40%) SQL
3 113 (45.20%) Java
4 96 (38.40%) C#
5 38 (15.20%) Java 8
6 32 (12.80%) Ruby
7 23 (9.20%) Scala
7 23 (9.20%) Shell Script
8 22 (8.80%) Python
9 21 (8.40%) Groovy
10 14 (5.60%) PHP
10 14 (5.60%) PowerShell
10 14 (5.60%) T-SQL
11 12 (4.80%) C++
12 5 (2.00%) Bash Shell
13 4 (1.60%) TypeScript
13 4 (1.60%) VB
14 3 (1.20%) Perl
14 3 (1.20%) PHP 7
15 2 (0.80%) C
Qualifications
1 56 (22.40%) Degree
2 21 (8.40%) PhD
3 9 (3.60%) Computer Science Degree
3 9 (3.60%) Master's Degree
4 7 (2.80%) Security Cleared
5 2 (0.80%) CCDA
5 2 (0.80%) CCNA
5 2 (0.80%) Cisco Certification
5 2 (0.80%) ITIL Certification
6 1 (0.40%) MCSD
6 1 (0.40%) Microsoft Certification
6 1 (0.40%) Numerate Degree
6 1 (0.40%) SC Cleared
Quality Assurance & Compliance
1 5 (2.00%) ISO/IEC 27001
1 5 (2.00%) SLA
2 4 (1.60%) GDPR
3 3 (1.20%) QA
System Software
1 51 (20.40%) Docker
2 12 (4.80%) Active Directory
3 6 (2.40%) VMware Infrastructure
4 2 (0.80%) Virtual Machines
5 1 (0.40%) Oracle RAC
Systems Management
1 28 (11.20%) Marathon
2 26 (10.40%) Puppet
3 6 (2.40%) Ansible
4 5 (2.00%) Oracle Enterprise Manager
5 4 (1.60%) Kubernetes
5 4 (1.60%) Opscode Chef
6 1 (0.40%) Data Guard
6 1 (0.40%) HP Data Protector
6 1 (0.40%) Oracle RMAN
6 1 (0.40%) Terraform
Vendors
1 58 (23.20%) Microsoft
2 38 (15.20%) Oracle
3 8 (3.20%) Google
4 6 (2.40%) Applogic
4 6 (2.40%) VMware
5 4 (1.60%) Informatica
5 4 (1.60%) RedGate
5 4 (1.60%) SolarWinds
5 4 (1.60%) Xamarin
6 3 (1.20%) Capita
7 2 (0.80%) Adobe
7 2 (0.80%) Fortinet
7 2 (0.80%) IBM
7 2 (0.80%) Twitter
8 1 (0.40%) Apple
8 1 (0.40%) Epicor
8 1 (0.40%) Facebook
8 1 (0.40%) HP
8 1 (0.40%) SAP
8 1 (0.40%) Yahoo!