Period
to 20 March 2019

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 20 March 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 134 102 97
Rank change year-on-year -32 -5 +80
Permanent jobs citing NoSQL 167 278 273
As % of all permanent IT jobs advertised in the West Midlands 2.11% 2.82% 2.74%
As % of the Database & Business Intelligence category 8.56% 10.19% 9.65%
Number of salaries quoted 126 209 275
West Midlands median annual salary £50,000 £42,500 £42,500
Median salary % change year-on-year +17.65% - -5.56%
10th Percentile £29,850 £29,375 £32,500
90th Percentile £75,000 £65,000 £66,250
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

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 1,950 2,728 2,828
As % of all permanent IT jobs advertised in the West Midlands 24.59% 27.68% 28.38%
Number of salaries quoted 1,515 2,235 2,411
West Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £65,000 £60,000 £60,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 20 March 2019.

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 20 March 2019. 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 +21 69 £50,000 -4.76% 21
Shropshire - 24 £51,250 - 3
Solihull +16 23 £57,500 +64.29% 3
Coventry -26 23 £50,000 - 6
Staffordshire +24 15 £36,950 +2.64% 7
Warwickshire -13 6 £41,250 +17.86% 2
Worcestershire -37 3 £55,000 +57.14%
Herefordshire -20 2 £52,500 +40.00%
NoSQL
England

For the 6 months to 20 March 2019, 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 93 (55.69%) SQL
2 73 (43.71%) SQL Server
3 66 (39.52%) Microsoft Azure
4 62 (37.13%) C#
5 61 (36.53%) JavaScript
6 56 (33.53%) Agile Software Development
7 53 (31.74%) .NET
8 52 (31.14%) Linux
9 49 (29.34%) TDD
9 49 (29.34%) AngularJS
10 48 (28.74%) MongoDB
10 48 (28.74%) Java
11 46 (27.54%) CSS
12 44 (26.35%) Amazon AWS
13 42 (25.15%) DevOps
13 42 (25.15%) Microservices
13 42 (25.15%) Continuous Integration
14 40 (23.95%) Microsoft
15 38 (22.75%) Python
15 38 (22.75%) HTML
15 38 (22.75%) MVC
15 38 (22.75%) Docker
16 37 (22.16%) Continuous Delivery
16 37 (22.16%) Software Engineering
17 35 (20.96%) ASP.NET
17 35 (20.96%) React
18 34 (20.36%) Jenkins
19 32 (19.16%) IT Strategy
19 32 (19.16%) OO
20 30 (17.96%) Elasticsearch

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 30 (17.96%) Elasticsearch
2 7 (4.19%) Oracle SOA Suite
3 3 (1.80%) CMS
3 3 (1.80%) Tomcat
4 2 (1.20%) JBoss
4 2 (1.20%) Jetty
4 2 (1.20%) WebLogic
5 1 (0.60%) Apache Spark
5 1 (0.60%) BizTalk Server
5 1 (0.60%) Confluence
5 1 (0.60%) IIS
5 1 (0.60%) Mule
5 1 (0.60%) nginx
Applications
1 2 (1.20%) ArchiCAD
1 2 (1.20%) AutoCAD
1 2 (1.20%) MicroStation
1 2 (1.20%) Revit
Business Applications
1 1 (0.60%) Cognos Controller
1 1 (0.60%) Cognos TM1
Cloud Services
1 66 (39.52%) Microsoft Azure
2 44 (26.35%) Amazon AWS
3 9 (5.39%) GitHub
4 7 (4.19%) Cloud Computing
5 5 (2.99%) npm
5 5 (2.99%) SaaS
6 4 (2.40%) PaaS
7 3 (1.80%) Google Cloud Platform
7 3 (1.80%) IaaS
7 3 (1.80%) Slack
7 3 (1.80%) Trello
8 2 (1.20%) IBM Cloud
9 1 (0.60%) AWS CloudFormation
9 1 (0.60%) NuGet
9 1 (0.60%) OpenShift
9 1 (0.60%) Serverless
Communications & Networking
1 3 (1.80%) Firewall
1 3 (1.80%) TCP/IP
2 2 (1.20%) DNS
2 2 (1.20%) Extranet
3 1 (0.60%) ICMP
3 1 (0.60%) VPN
Database & Business Intelligence
1 73 (43.71%) SQL Server
2 48 (28.74%) MongoDB
3 28 (16.77%) PostgreSQL
4 22 (13.17%) MySQL
4 22 (13.17%) Relational Database
5 17 (10.18%) Redis
6 14 (8.38%) DB2
7 13 (7.78%) Big Data
8 12 (7.19%) Apache Cassandra
9 11 (6.59%) Data Warehouse
10 9 (5.39%) Amazon DynamoDB
10 9 (5.39%) Amazon RDS
10 9 (5.39%) RDBMS
11 7 (4.19%) EDMS
11 7 (4.19%) GIS
11 7 (4.19%) Oracle Database
11 7 (4.19%) Oracle Database 10g
11 7 (4.19%) SQL Server 2005
11 7 (4.19%) SQL Server 2008
12 6 (3.59%) Hadoop
Development Applications
1 34 (20.36%) Jenkins
2 17 (10.18%) Atlassian Bamboo
2 17 (10.18%) Visual Studio
3 16 (9.58%) Selenium
4 15 (8.98%) Git (software)
5 10 (5.99%) NUnit
6 9 (5.39%) Moq
6 9 (5.39%) ReSharper
7 8 (4.79%) GitLab
7 8 (4.79%) Mockito
8 7 (4.19%) Cucumber
8 7 (4.19%) Gatling
8 7 (4.19%) JMeter
8 7 (4.19%) PHPUnit
9 6 (3.59%) CruiseControl
9 6 (3.59%) Maven
9 6 (3.59%) TeamCity
10 5 (2.99%) Bower
10 5 (2.99%) JUnit
10 5 (2.99%) Mercurial
General
1 17 (10.18%) Finance
2 10 (5.99%) Retail
3 8 (4.79%) Banking
3 8 (4.79%) Investment Banking
4 6 (3.59%) Automotive
5 2 (1.20%) Digital Economy
5 2 (1.20%) Games
5 2 (1.20%) Legal
6 1 (0.60%) Marketing
6 1 (0.60%) Publishing
6 1 (0.60%) Telecoms
Job Titles
1 94 (56.29%) Developer
2 32 (19.16%) Senior Developer
3 24 (14.37%) Architect
4 23 (13.77%) .NET Developer
5 22 (13.17%) Java Developer
6 12 (7.19%) Platform Engineer
7 10 (5.99%) DevOps Engineer
7 10 (5.99%) Full Stack Developer
7 10 (5.99%) Infrastructure Engineer
7 10 (5.99%) Senior .NET Developer
7 10 (5.99%) Web Developer
8 9 (5.39%) Senior Support Engineer
8 9 (5.39%) Senior Technical Engineer
8 9 (5.39%) Senior Technical Support
8 9 (5.39%) Senior Technical Support Engineer
8 9 (5.39%) Support Engineer
8 9 (5.39%) Technical Engineer
8 9 (5.39%) Technical Support
8 9 (5.39%) Technical Support Engineer
9 8 (4.79%) Senior Web Developer
Libraries, Frameworks & Software Standards
1 53 (31.74%) .NET
2 49 (29.34%) AngularJS
3 46 (27.54%) CSS
4 38 (22.75%) HTML
5 35 (20.96%) ASP.NET
5 35 (20.96%) React
6 28 (16.77%) ASP.NET Web API
7 27 (16.17%) ASP.NET MVC
7 27 (16.17%) Spring
8 26 (15.57%) Twitter Bootstrap
9 25 (14.97%) REST
10 23 (13.77%) KnockoutJS
10 23 (13.77%) Node.js
11 22 (13.17%) Web Services
12 17 (10.18%) jQuery
13 13 (7.78%) Middleware
14 12 (7.19%) JSON
14 12 (7.19%) Kafka
14 12 (7.19%) RabbitMQ
15 11 (6.59%) WCF
Miscellaneous
1 20 (11.98%) Enterprise Software
1 20 (11.98%) User Experience
2 10 (5.99%) Algorithms
2 10 (5.99%) NHS
2 10 (5.99%) Public Cloud
3 8 (4.79%) Analytical Skills
4 7 (4.19%) Fintech
4 7 (4.19%) Greenfield Project
5 4 (2.40%) Self-Motivation
6 3 (1.80%) Grid Computing
7 2 (1.20%) Driving Licence
7 2 (1.20%) e-Learning
7 2 (1.20%) Management Information System
7 2 (1.20%) Robotics
7 2 (1.20%) Taxonomies
8 1 (0.60%) Cloud Native
8 1 (0.60%) Data Centre
8 1 (0.60%) Data Structures
8 1 (0.60%) Social Network
Operating Systems
1 52 (31.14%) Linux
2 16 (9.58%) CentOS
3 13 (7.78%) Windows
4 10 (5.99%) Windows 10
4 10 (5.99%) Windows 7
4 10 (5.99%) Windows 8
4 10 (5.99%) Windows Server
5 6 (3.59%) Red Hat Enterprise Linux
6 2 (1.20%) Unix
Processes & Methodologies
1 56 (33.53%) Agile Software Development
2 49 (29.34%) TDD
3 42 (25.15%) Continuous Integration
3 42 (25.15%) DevOps
3 42 (25.15%) Microservices
4 38 (22.75%) MVC
5 37 (22.16%) Continuous Delivery
5 37 (22.16%) Software Engineering
6 32 (19.16%) IT Strategy
6 32 (19.16%) OO
7 30 (17.96%) Open Source
8 27 (16.17%) Test Automation
9 26 (15.57%) High Availability
10 23 (13.77%) User-Centered Design (UCD)
10 23 (13.77%) Web Development
11 21 (12.57%) Analytics
12 20 (11.98%) SOA
13 17 (10.18%) Configuration Management
13 17 (10.18%) Load Balancing
13 17 (10.18%) Pair Programming
Programming Languages
1 93 (55.69%) SQL
2 62 (37.13%) C#
3 61 (36.53%) JavaScript
4 48 (28.74%) Java
5 38 (22.75%) Python
6 21 (12.57%) PHP
6 21 (12.57%) Ruby
7 11 (6.59%) Go
8 10 (5.99%) PL/SQL
9 8 (4.79%) Scala
10 4 (2.40%) Bash Shell
10 4 (2.40%) Java 8
11 3 (1.80%) F#
11 3 (1.80%) PowerShell
11 3 (1.80%) T-SQL
12 2 (1.20%) Erlang
12 2 (1.20%) Groovy
12 2 (1.20%) Haskell
13 1 (0.60%) C++
13 1 (0.60%) FoxPro (VFP)
Qualifications
1 27 (16.17%) Degree
2 16 (9.58%) AWS Certification
3 5 (2.99%) RHCE
3 5 (2.99%) RHCSA
4 3 (1.80%) Computer Science Degree
5 2 (1.20%) Security Cleared
6 1 (0.60%) ITIL Certification
6 1 (0.60%) SC Cleared
Quality Assurance & Compliance
1 16 (9.58%) QA
2 2 (1.20%) GDPR
3 1 (0.60%) ISO/IEC 27001
System Software
1 38 (22.75%) Docker
2 2 (1.20%) Hyper-V
2 2 (1.20%) VMware Infrastructure
3 1 (0.60%) KVM
3 1 (0.60%) pfSense
Systems Management
1 28 (16.77%) Kubernetes
2 27 (16.17%) Puppet
3 20 (11.98%) Ansible
4 18 (10.78%) Terraform
5 15 (8.98%) Docker Swarm
5 15 (8.98%) Opsview
6 7 (4.19%) Packer
7 6 (3.59%) Consul
7 6 (3.59%) Grafana
7 6 (3.59%) Graphite
7 6 (3.59%) Prometheus
8 5 (2.99%) Opscode Chef
9 2 (1.20%) Rancher
10 1 (0.60%) CFEngine
10 1 (0.60%) Hadoop YARN
10 1 (0.60%) Red Hat Spacewalk
10 1 (0.60%) rkt
Vendors
1 40 (23.95%) Microsoft
2 22 (13.17%) Oracle
3 15 (8.98%) Red Hat
3 15 (8.98%) Xamarin
4 6 (3.59%) IBM
5 5 (2.99%) Atlassian
5 5 (2.99%) Informatica
5 5 (2.99%) Splunk
5 5 (2.99%) Tableau
6 3 (1.80%) Zend
7 2 (1.20%) MuleSoft
7 2 (1.20%) SAP
7 2 (1.20%) Talend
7 2 (1.20%) VMware
8 1 (0.60%) Cognos
8 1 (0.60%) Google