Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > West Midlands
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 95 79 173
Rank change year-on-year -16 +94 -17
Permanent jobs citing NoSQL 262 363 199
As % of all permanent IT jobs advertised in the West Midlands 3.03% 3.67% 1.70%
As % of the Database & Business Intelligence category 11.68% 12.25% 6.32%
Number of salaries quoted 214 355 198
West Midlands median annual salary £51,250 £47,500 £47,500
Median salary % change year-on-year +7.89% - +5.56%
10th Percentile £33,750 £31,250 £33,750
90th Percentile £67,500 £69,000 £72,500
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -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 2,244 2,964 3,150
As % of all permanent IT jobs advertised in the West Midlands 25.95% 29.95% 26.94%
Number of salaries quoted 1,818 2,580 2,629
West Midlands median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £27,250 £26,000 £22,750
90th Percentile £64,733 £60,000 £58,750
England median annual salary £50,000 £50,000 £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 22 October 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 22 October 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 0 113 £52,500 +22.09% 19
Coventry +27 64 £50,000 - 2
Solihull +16 24 £55,000 +12.24% 1
Warwickshire -24 19 £50,000 +33.33% 1
Staffordshire +17 14 £40,000 -20.00% 5
Shropshire - 11 £32,750 - 6
Herefordshire -5 4 £52,500 +10.53% 2
Worcestershire -6 3 £35,000 -26.32% 2
Sutton Coldfield - 1 £37,500 - 2
NoSQL
England

For the 6 months to 22 October 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.

1 143 (54.58%) SQL
2 135 (51.53%) Agile Software Development
3 134 (51.15%) JavaScript
4 115 (43.89%) Java
5 97 (37.02%) SQL Server
6 88 (33.59%) MongoDB
7 87 (33.21%) C#
8 81 (30.92%) .NET
9 77 (29.39%) MVC
9 77 (29.39%) Spring
10 74 (28.24%) Linux
11 70 (26.72%) TDD
12 68 (25.95%) Microservices
13 67 (25.57%) AngularJS
13 67 (25.57%) MySQL
14 59 (22.52%) Amazon AWS
15 58 (22.14%) Microsoft Azure
15 58 (22.14%) Software Engineering
16 56 (21.37%) PostgreSQL
17 55 (20.99%) Degree
17 55 (20.99%) Microsoft
18 51 (19.47%) Docker
19 49 (18.70%) Enterprise Software
20 46 (17.56%) DB2
21 45 (17.18%) HTML
21 45 (17.18%) Amazon DynamoDB
22 44 (16.79%) React
22 44 (16.79%) Continuous Delivery
23 43 (16.41%) REST
23 43 (16.41%) Continuous Integration

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 (9.54%) Elasticsearch
2 9 (3.44%) Tomcat
3 4 (1.53%) CMS
4 3 (1.15%) Apache
4 3 (1.15%) Confluence
5 2 (0.76%) BizTalk Server
5 2 (0.76%) MS Exchange
5 2 (0.76%) SharePoint
6 1 (0.38%) Apache Solr
6 1 (0.38%) Apache Spark
6 1 (0.38%) IIS
6 1 (0.38%) nginx
6 1 (0.38%) NServiceBus
6 1 (0.38%) Oracle Application Server
6 1 (0.38%) Oracle SOA Suite
6 1 (0.38%) WebLogic
6 1 (0.38%) WebSphere
Applications
1 3 (1.15%) Maya
2 2 (0.76%) Adobe Creative Suite
2 2 (0.76%) Photoshop
Business Applications
1 6 (2.29%) Dynamics CRM
2 1 (0.38%) Payment Gateway
Cloud Services
1 59 (22.52%) Amazon AWS
2 58 (22.14%) Microsoft Azure
3 17 (6.49%) IaaS
3 17 (6.49%) PaaS
3 17 (6.49%) SaaS
4 15 (5.73%) Cloud Computing
5 13 (4.96%) AWS CloudFormation
6 8 (3.05%) GitHub
7 5 (1.91%) Amazon EC2
7 5 (1.91%) Amazon S3
7 5 (1.91%) Serverless
8 4 (1.53%) Amazon ELB
8 4 (1.53%) Amazon SQS
8 4 (1.53%) Route 53
8 4 (1.53%) Virtual Private Cloud
9 2 (0.76%) Google Analytics
9 2 (0.76%) IBM Cloud
9 2 (0.76%) Office 365
9 2 (0.76%) Slack
9 2 (0.76%) Trello
Communications & Networking
1 10 (3.82%) DNS
2 7 (2.67%) Extranet
3 4 (1.53%) SAN
4 3 (1.15%) Internet
5 2 (0.76%) Intranet
6 1 (0.38%) HTTP
6 1 (0.38%) TCP/IP
Database & Business Intelligence
1 97 (37.02%) SQL Server
2 88 (33.59%) MongoDB
3 67 (25.57%) MySQL
4 56 (21.37%) PostgreSQL
5 46 (17.56%) DB2
6 45 (17.18%) Amazon DynamoDB
7 41 (15.65%) Relational Database
8 27 (10.31%) Big Data
9 23 (8.78%) Amazon RDS
10 21 (8.02%) Hazelcast
11 14 (5.34%) Data Warehouse
12 13 (4.96%) Apache Cassandra
12 13 (4.96%) Cosmos DB
13 9 (3.44%) Azure SQL Database
13 9 (3.44%) SQL Server Integration Services
14 8 (3.05%) Redis
14 8 (3.05%) SQL Server Reporting Services
15 6 (2.29%) Data Lake
15 6 (2.29%) Hadoop
16 5 (1.91%) Amazon Redshift
Development Applications
1 35 (13.36%) Git (software)
2 25 (9.54%) Jenkins
3 23 (8.78%) JUnit
4 20 (7.63%) Cucumber
5 16 (6.11%) Maven
6 13 (4.96%) Visual Studio Team System
7 10 (3.82%) JBehave
8 8 (3.05%) JIRA
8 8 (3.05%) Team Foundation Server
8 8 (3.05%) TeamCity
9 7 (2.67%) Mockito
9 7 (2.67%) Rational Rose
10 6 (2.29%) Visual Studio
11 5 (1.91%) Jasmine
11 5 (1.91%) ReSharper
12 4 (1.53%) GitLab
12 4 (1.53%) Mocha
12 4 (1.53%) PHPUnit
12 4 (1.53%) Selenium
13 3 (1.15%) SonarQube
General
1 28 (10.69%) Finance
2 19 (7.25%) Marketing
3 18 (6.87%) Retail
4 15 (5.73%) Advertising
5 10 (3.82%) Games
6 3 (1.15%) Banking
7 2 (0.76%) Automotive
7 2 (0.76%) Digital Economy
8 1 (0.38%) Financial Institution
8 1 (0.38%) Investment Banking
8 1 (0.38%) Manufacturing
Job Titles
1 136 (51.91%) Developer
2 62 (23.66%) Java Developer
3 57 (21.76%) Architect
4 38 (14.50%) JavaScript Developer
5 33 (12.60%) .NET Developer
5 33 (12.60%) Senior Developer
6 27 (10.31%) DBA
7 24 (9.16%) C# Developer
7 24 (9.16%) Software Engineer
8 21 (8.02%) Database Architect
9 20 (7.63%) Big Data Developer
10 19 (7.25%) Administrator
10 19 (7.25%) Senior Java Developer
11 16 (6.11%) Solutions Architect
12 15 (5.73%) DevOps Engineer
13 13 (4.96%) C# .NET Developer
14 12 (4.58%) Software Developer
15 11 (4.20%) C# Software Engineer
16 9 (3.44%) .NET Software Engineer
16 9 (3.44%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 81 (30.92%) .NET
2 77 (29.39%) Spring
3 67 (25.57%) AngularJS
4 45 (17.18%) HTML
5 44 (16.79%) React
6 43 (16.41%) REST
7 40 (15.27%) CSS
7 40 (15.27%) KnockoutJS
7 40 (15.27%) Node.js
8 38 (14.50%) ASP.NET
9 37 (14.12%) Web Services
10 36 (13.74%) ASP.NET MVC
10 36 (13.74%) Twitter Bootstrap
11 33 (12.60%) ASP.NET Web API
12 32 (12.21%) JSON
13 31 (11.83%) RESTful
14 30 (11.45%) Hibernate
15 27 (10.31%) XML
16 21 (8.02%) JMS
17 20 (7.63%) jQuery
Miscellaneous
1 49 (18.70%) Enterprise Software
2 27 (10.31%) Computer Science
3 16 (6.11%) Analytical Skills
3 16 (6.11%) User Experience
4 15 (5.73%) Greenfield Project
5 11 (4.20%) Social Media
6 9 (3.44%) Data Structures
6 9 (3.44%) Smart Meter
7 8 (3.05%) Fintech
7 8 (3.05%) Grid Computing
8 7 (2.67%) Driving Licence
8 7 (2.67%) Self-Motivation
9 6 (2.29%) NHS
10 5 (1.91%) Device Driver
10 5 (1.91%) Management Information System
10 5 (1.91%) PDA
11 3 (1.15%) Analytical Mindset
11 3 (1.15%) Blog
11 3 (1.15%) Mobile App
11 3 (1.15%) RIA
Operating Systems
1 74 (28.24%) Linux
2 19 (7.25%) Unix
3 15 (5.73%) Windows
4 9 (3.44%) Windows Server
5 7 (2.67%) CentOS
5 7 (2.67%) Windows 10
5 7 (2.67%) Windows 7
5 7 (2.67%) Windows 8
6 3 (1.15%) Red Hat Enterprise Linux
7 1 (0.38%) AIX
7 1 (0.38%) Android
7 1 (0.38%) Apple iOS
Processes & Methodologies
1 135 (51.53%) Agile Software Development
2 77 (29.39%) MVC
3 70 (26.72%) TDD
4 68 (25.95%) Microservices
5 58 (22.14%) Software Engineering
6 44 (16.79%) Continuous Delivery
7 43 (16.41%) Continuous Integration
7 43 (16.41%) Scrum
8 42 (16.03%) BDD
9 40 (15.27%) DevOps
10 35 (13.36%) High Availability
10 35 (13.36%) OO
11 33 (12.60%) Test Automation
12 32 (12.21%) Business Intelligence
12 32 (12.21%) Mentoring
13 31 (11.83%) Open Source
14 30 (11.45%) Analytics
15 27 (10.31%) Performance Metrics
16 23 (8.78%) Mathematics
16 23 (8.78%) Problem-Solving
Programming Languages
1 143 (54.58%) SQL
2 134 (51.15%) JavaScript
3 115 (43.89%) Java
4 87 (33.21%) C#
5 38 (14.50%) Python
6 34 (12.98%) Java 8
7 26 (9.92%) PHP
8 22 (8.40%) Ruby
9 15 (5.73%) Scala
10 14 (5.34%) Bash Shell
11 12 (4.58%) Shell Script
12 11 (4.20%) Groovy
13 8 (3.05%) T-SQL
14 6 (2.29%) C++
14 6 (2.29%) PowerShell
15 4 (1.53%) PHP 7
15 4 (1.53%) VB
16 3 (1.15%) PL/SQL
16 3 (1.15%) TypeScript
16 3 (1.15%) VB.NET
Qualifications
1 55 (20.99%) Degree
2 12 (4.58%) PhD
3 8 (3.05%) Computer Science Degree
3 8 (3.05%) Master's Degree
4 5 (1.91%) ITIL Certification
5 3 (1.15%) AWS Certification
5 3 (1.15%) RHCE
5 3 (1.15%) RHCSA
6 2 (0.76%) CCDA
6 2 (0.76%) CCNA
6 2 (0.76%) Cisco Certification
6 2 (0.76%) Security Cleared
7 1 (0.38%) MCSD
7 1 (0.38%) Microsoft Certification
7 1 (0.38%) Numerate Degree
Quality Assurance & Compliance
1 13 (4.96%) ISO/IEC 27001
2 5 (1.91%) SLA
3 4 (1.53%) GDPR
4 2 (0.76%) QA
System Software
1 51 (19.47%) Docker
2 12 (4.58%) VMware Infrastructure
3 6 (2.29%) Hyper-V
4 5 (1.91%) Active Directory
5 2 (0.76%) Virtual Machines
6 1 (0.38%) Oracle RAC
Systems Management
1 30 (11.45%) Puppet
2 18 (6.87%) Ansible
3 12 (4.58%) Kubernetes
4 11 (4.20%) Opscode Chef
5 9 (3.44%) Marathon
6 5 (1.91%) Oracle Enterprise Manager
7 4 (1.53%) Terraform
8 3 (1.15%) Consul
8 3 (1.15%) Grafana
8 3 (1.15%) Graphite
8 3 (1.15%) Packer
8 3 (1.15%) Prometheus
9 2 (0.76%) Docker Swarm
9 2 (0.76%) Opsview
10 1 (0.38%) Data Guard
10 1 (0.38%) HP Data Protector
10 1 (0.38%) Oracle RMAN
10 1 (0.38%) rkt
Vendors
1 55 (20.99%) Microsoft
2 29 (11.07%) Oracle
3 12 (4.58%) VMware
4 8 (3.05%) Informatica
5 7 (2.67%) Google
6 6 (2.29%) Applogic
6 6 (2.29%) Xamarin
7 4 (1.53%) IBM
7 4 (1.53%) SolarWinds
7 4 (1.53%) Tableau
8 3 (1.15%) Red Hat
8 3 (1.15%) RedGate
9 2 (0.76%) Adobe
9 2 (0.76%) Fortinet
9 2 (0.76%) MuleSoft
9 2 (0.76%) SAP
9 2 (0.76%) Splunk
9 2 (0.76%) Talend
10 1 (0.38%) Atlassian
10 1 (0.38%) HP