Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 96 81 154
Rank change year-on-year -15 +73 +4
Permanent jobs citing NoSQL 239 349 210
As % of all permanent IT jobs advertised in the West Midlands 2.93% 3.47% 1.88%
As % of the Database & Business Intelligence category 11.59% 11.77% 6.94%
Number of salaries quoted 194 297 207
West Midlands median annual salary £50,625 £42,500 £45,000
Median salary % change year-on-year +19.12% -5.56% -
10th Percentile £32,500 £31,250 £32,800
90th Percentile £64,920 £71,250 £70,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 2,063 2,966 3,028
As % of all permanent IT jobs advertised in the West Midlands 25.26% 29.50% 27.05%
Number of salaries quoted 1,673 2,535 2,513
West Midlands median annual salary £42,500 £40,000 £39,323
Median salary % change year-on-year +6.25% +1.72% +4.86%
10th Percentile £26,750 £26,250 £23,750
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% +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 12 December 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 12 December 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 +20 104 £50,000 +17.65% 17
Coventry +14 54 £50,000 -9.09% 1
Solihull +26 29 £55,000 +57.14% 4
Warwickshire -14 18 £50,000 +33.33% 1
Shropshire - 18 £51,250 - 4
Staffordshire +15 9 £33,900 -15.25% 5
Herefordshire -20 3 £52,500 +10.53%
Worcestershire -10 2 £55,000 +15.79% 2
Sutton Coldfield - 1 £37,500 - 2
NoSQL
England

For the 6 months to 12 December 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.

1 136 (56.90%) SQL
2 97 (40.59%) JavaScript
3 95 (39.75%) Java
4 93 (38.91%) Agile Software Development
5 87 (36.40%) SQL Server
6 86 (35.98%) MongoDB
7 80 (33.47%) Linux
8 65 (27.20%) C#
9 63 (26.36%) Amazon AWS
10 61 (25.52%) MySQL
10 61 (25.52%) Spring
11 59 (24.69%) TDD
11 59 (24.69%) .NET
12 58 (24.27%) Microsoft Azure
13 55 (23.01%) Microservices
13 55 (23.01%) Microsoft
13 55 (23.01%) PostgreSQL
14 52 (21.76%) Software Engineering
14 52 (21.76%) AngularJS
15 49 (20.50%) DevOps
15 49 (20.50%) MVC
15 49 (20.50%) CSS
16 48 (20.08%) Degree
17 47 (19.67%) Continuous Delivery
18 46 (19.25%) Docker
19 45 (18.83%) Enterprise Software
20 43 (17.99%) DB2
20 43 (17.99%) HTML
20 43 (17.99%) Python
21 42 (17.57%) Amazon DynamoDB

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 29 (12.13%) Elasticsearch
2 4 (1.67%) Oracle SOA Suite
3 3 (1.26%) CMS
3 3 (1.26%) Confluence
4 2 (0.84%) Apache
5 1 (0.42%) Apache Solr
5 1 (0.42%) BizTalk Server
5 1 (0.42%) IIS
5 1 (0.42%) nginx
5 1 (0.42%) NServiceBus
5 1 (0.42%) Oracle Application Server
5 1 (0.42%) SharePoint
5 1 (0.42%) Tomcat
5 1 (0.42%) WebLogic
Applications
1 3 (1.26%) Maya
2 1 (0.42%) ArchiCAD
2 1 (0.42%) AutoCAD
2 1 (0.42%) MicroStation
2 1 (0.42%) Revit
Business Applications
1 5 (2.09%) Dynamics CRM
Cloud Services
1 63 (26.36%) Amazon AWS
2 58 (24.27%) Microsoft Azure
3 16 (6.69%) IaaS
3 16 (6.69%) PaaS
4 14 (5.86%) SaaS
5 13 (5.44%) AWS CloudFormation
6 11 (4.60%) Cloud Computing
7 6 (2.51%) GitHub
7 6 (2.51%) npm
8 5 (2.09%) Amazon EC2
8 5 (2.09%) Amazon S3
8 5 (2.09%) Serverless
9 4 (1.67%) Amazon ELB
9 4 (1.67%) Amazon SQS
9 4 (1.67%) Route 53
9 4 (1.67%) Virtual Private Cloud
10 3 (1.26%) Slack
10 3 (1.26%) Trello
11 2 (0.84%) IBM Cloud
12 1 (0.42%) Google Cloud Platform
Communications & Networking
1 10 (4.18%) DNS
2 6 (2.51%) Extranet
3 4 (1.67%) SAN
4 1 (0.42%) Firewall
4 1 (0.42%) HTTP
4 1 (0.42%) TCP/IP
Database & Business Intelligence
1 87 (36.40%) SQL Server
2 86 (35.98%) MongoDB
3 61 (25.52%) MySQL
4 55 (23.01%) PostgreSQL
5 43 (17.99%) DB2
6 42 (17.57%) Amazon DynamoDB
7 37 (15.48%) Relational Database
8 25 (10.46%) Big Data
9 24 (10.04%) Amazon RDS
10 15 (6.28%) Data Warehouse
11 14 (5.86%) Apache Cassandra
11 14 (5.86%) Hazelcast
12 13 (5.44%) Redis
13 10 (4.18%) SQL Server Integration Services
14 9 (3.77%) SQL Server Reporting Services
15 6 (2.51%) Data Lake
15 6 (2.51%) Hadoop
15 6 (2.51%) InterSystems Cache
15 6 (2.51%) RDBMS
16 5 (2.09%) Cosmos DB
Development Applications
1 32 (13.39%) Jenkins
2 24 (10.04%) Git (software)
3 18 (7.53%) Cucumber
4 14 (5.86%) JUnit
5 11 (4.60%) Visual Studio
6 10 (4.18%) Mockito
6 10 (4.18%) Rational Rose
6 10 (4.18%) Visual Studio Team System
7 9 (3.77%) Atlassian Bamboo
7 9 (3.77%) Maven
7 9 (3.77%) Selenium
8 8 (3.35%) PHPUnit
8 8 (3.35%) Team Foundation Server
9 7 (2.93%) JBehave
9 7 (2.93%) NUnit
9 7 (2.93%) TeamCity
10 6 (2.51%) GitLab
10 6 (2.51%) JIRA
10 6 (2.51%) Moq
10 6 (2.51%) ReSharper
General
1 21 (8.79%) Finance
2 15 (6.28%) Retail
3 10 (4.18%) Marketing
4 8 (3.35%) Banking
4 8 (3.35%) Investment Banking
5 6 (2.51%) Advertising
5 6 (2.51%) Games
6 5 (2.09%) Automotive
7 2 (0.84%) Digital Economy
7 2 (0.84%) Legal
8 1 (0.42%) Financial Institution
8 1 (0.42%) Manufacturing
Job Titles
1 128 (53.56%) Developer
2 55 (23.01%) Java Developer
3 43 (17.99%) Architect
4 40 (16.74%) Senior Developer
5 28 (11.72%) DBA
6 23 (9.62%) .NET Developer
6 23 (9.62%) Database Architect
7 21 (8.79%) Administrator
8 18 (7.53%) DevOps Engineer
9 17 (7.11%) JavaScript Developer
10 14 (5.86%) Senior Java Developer
11 13 (5.44%) Big Data Developer
12 12 (5.02%) C# Developer
12 12 (5.02%) Software Engineer
13 11 (4.60%) Senior Support Engineer
13 11 (4.60%) Senior Technical Engineer
13 11 (4.60%) Support Engineer
13 11 (4.60%) Technical Engineer
13 11 (4.60%) Technical Support
13 11 (4.60%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 61 (25.52%) Spring
2 59 (24.69%) .NET
3 52 (21.76%) AngularJS
4 49 (20.50%) CSS
5 43 (17.99%) HTML
6 38 (15.90%) REST
7 35 (14.64%) Twitter Bootstrap
8 34 (14.23%) KnockoutJS
8 34 (14.23%) React
9 32 (13.39%) ASP.NET
9 32 (13.39%) Node.js
10 28 (11.72%) Web Services
11 27 (11.30%) ASP.NET MVC
11 27 (11.30%) ASP.NET Web API
12 26 (10.88%) JSON
13 21 (8.79%) Hibernate
13 21 (8.79%) jQuery
14 20 (8.37%) Kafka
15 17 (7.11%) RabbitMQ
15 17 (7.11%) XML
Miscellaneous
1 45 (18.83%) Enterprise Software
2 15 (6.28%) User Experience
3 12 (5.02%) Greenfield Project
4 11 (4.60%) Analytical Skills
5 10 (4.18%) NHS
6 9 (3.77%) Algorithms
7 8 (3.35%) Fintech
7 8 (3.35%) Grid Computing
8 7 (2.93%) Data Structures
8 7 (2.93%) Driving Licence
8 7 (2.93%) Social Media
9 6 (2.51%) Public Cloud
9 6 (2.51%) Self-Motivation
9 6 (2.51%) Smart Meter
10 5 (2.09%) Device Driver
10 5 (2.09%) PDA
11 3 (1.26%) Management Information System
12 2 (0.84%) e-Learning
12 2 (0.84%) Robotics
12 2 (0.84%) Taxonomies
Operating Systems
1 80 (33.47%) Linux
2 17 (7.11%) CentOS
2 17 (7.11%) Windows
3 14 (5.86%) Unix
3 14 (5.86%) Windows 10
3 14 (5.86%) Windows 7
3 14 (5.86%) Windows 8
3 14 (5.86%) Windows Server
4 5 (2.09%) Red Hat Enterprise Linux
5 1 (0.42%) AIX
5 1 (0.42%) Android
5 1 (0.42%) Apple iOS
Processes & Methodologies
1 93 (38.91%) Agile Software Development
2 59 (24.69%) TDD
3 55 (23.01%) Microservices
4 52 (21.76%) Software Engineering
5 49 (20.50%) DevOps
5 49 (20.50%) MVC
6 47 (19.67%) Continuous Delivery
7 42 (17.57%) High Availability
8 41 (17.15%) Continuous Integration
9 35 (14.64%) Scrum
10 33 (13.81%) Open Source
11 32 (13.39%) Business Intelligence
12 30 (12.55%) OO
13 29 (12.13%) Test Automation
14 28 (11.72%) Performance Metrics
15 26 (10.88%) Analytics
15 26 (10.88%) Mathematics
16 25 (10.46%) IT Strategy
17 24 (10.04%) Problem-Solving
18 23 (9.62%) Computer Science
Programming Languages
1 136 (56.90%) SQL
2 97 (40.59%) JavaScript
3 95 (39.75%) Java
4 65 (27.20%) C#
5 43 (17.99%) Python
6 31 (12.97%) PHP
7 24 (10.04%) Java 8
8 22 (9.21%) Ruby
9 15 (6.28%) Bash Shell
10 12 (5.02%) Scala
11 9 (3.77%) Groovy
12 8 (3.35%) Shell Script
12 8 (3.35%) T-SQL
13 7 (2.93%) PL/SQL
14 5 (2.09%) PowerShell
15 4 (1.67%) Go
15 4 (1.67%) VB
16 3 (1.26%) PHP 7
16 3 (1.26%) VB.NET
17 2 (0.84%) Perl
Qualifications
1 48 (20.08%) Degree
2 9 (3.77%) AWS Certification
3 5 (2.09%) PhD
3 5 (2.09%) RHCE
3 5 (2.09%) RHCSA
4 4 (1.67%) Computer Science Degree
5 3 (1.26%) ITIL Certification
5 3 (1.26%) Master's Degree
6 1 (0.42%) MCSD
6 1 (0.42%) Microsoft Certification
6 1 (0.42%) Security Cleared
Quality Assurance & Compliance
1 12 (5.02%) ISO/IEC 27001
2 8 (3.35%) QA
3 5 (2.09%) SLA
4 4 (1.67%) GDPR
System Software
1 46 (19.25%) Docker
2 10 (4.18%) VMware Infrastructure
3 6 (2.51%) Hyper-V
4 2 (0.84%) Active Directory
5 1 (0.42%) KVM
5 1 (0.42%) Oracle RAC
5 1 (0.42%) pfSense
Systems Management
1 34 (14.23%) Puppet
2 24 (10.04%) Ansible
3 18 (7.53%) Kubernetes
4 10 (4.18%) Opscode Chef
5 9 (3.77%) Terraform
6 8 (3.35%) Docker Swarm
6 8 (3.35%) Opsview
7 6 (2.51%) Marathon
8 5 (2.09%) Consul
8 5 (2.09%) Grafana
8 5 (2.09%) Graphite
8 5 (2.09%) Oracle Enterprise Manager
8 5 (2.09%) Packer
8 5 (2.09%) Prometheus
9 1 (0.42%) Data Guard
9 1 (0.42%) HP Data Protector
9 1 (0.42%) Oracle RMAN
9 1 (0.42%) rkt
Vendors
1 55 (23.01%) Microsoft
2 28 (11.72%) Oracle
3 10 (4.18%) VMware
4 9 (3.77%) Informatica
4 9 (3.77%) Red Hat
4 9 (3.77%) Xamarin
5 5 (2.09%) Tableau
6 4 (1.67%) Atlassian
6 4 (1.67%) IBM
6 4 (1.67%) SolarWinds
6 4 (1.67%) Splunk
7 2 (0.84%) Google
7 2 (0.84%) MuleSoft
7 2 (0.84%) SAP
7 2 (0.84%) Talend
8 1 (0.42%) Apple
8 1 (0.42%) Facebook
8 1 (0.42%) Sony
8 1 (0.42%) Yahoo!
8 1 (0.42%) Zend