Period
to 21 June 2018

The following table provides summary statistics for permanent job vacancies advertised in the 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 21 June 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > Midlands
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 99 83 190
Rank change year-on-year -16 +107 -19
Permanent jobs citing NoSQL 444 526 294
As % of all permanent IT jobs advertised in the Midlands 3.03% 3.42% 1.55%
As % of the Database & Business Intelligence category 10.37% 11.35% 5.40%
Number of salaries quoted 364 534 275
Midlands median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £32,500 £32,000 £33,000
90th Percentile £70,000 £62,500 £62,500
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 Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Midlands
Permanent vacancies with a requirement for database or business intelligence skills 4,282 4,633 5,448
As % of all permanent IT jobs advertised in the Midlands 29.20% 30.17% 28.81%
Number of salaries quoted 3,598 3,987 4,495
Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,854 £26,250 £25,000
90th Percentile £61,250 £58,750 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

NoSQL
Job Vacancy Trend in the Midlands

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

Job vacancy trend for NoSQL in the Midlands

NoSQL
Salary Trend in the Midlands

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

Salary trend for NoSQL in the Midlands

NoSQL
Salary Histogram in the Midlands

The salary distribution of IT jobs citing NoSQL in the Midlands over the 6 months to 21 June 2018.

Salary histogram for NoSQL in the Midlands

NoSQL
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Midlands region over the 6 months to 21 June 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
West Midlands -28 268 £50,000 +11.11% 37
East Midlands +1 182 £42,500 - 26
NoSQL
England

For the 6 months to 21 June 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 Midlands region with a requirement for NoSQL.

1 307 (69.14%) Agile Software Development
2 239 (53.83%) JavaScript
3 212 (47.75%) C#
4 209 (47.07%) TDD
5 198 (44.59%) Java
6 195 (43.92%) SQL Server
7 184 (41.44%) .NET
8 171 (38.51%) SQL
9 154 (34.68%) MVC
10 153 (34.46%) BDD
11 145 (32.66%) Git (software)
12 139 (31.31%) RESTful
12 139 (31.31%) MongoDB
13 129 (29.05%) Node.js
14 126 (28.38%) Software Engineering
15 122 (27.48%) Microsoft Azure
16 119 (26.80%) Ruby
17 118 (26.58%) ASP.NET
18 111 (25.00%) ASP.NET MVC
19 110 (24.77%) ASP.NET Web API
19 110 (24.77%) Spring
20 108 (24.32%) AngularJS
21 98 (22.07%) Scrum
22 94 (21.17%) Continuous Integration
23 84 (18.92%) Linux
23 84 (18.92%) WCF
24 82 (18.47%) Microsoft
25 80 (18.02%) HTML
25 80 (18.02%) Test Automation
26 79 (17.79%) Web Application Development

NoSQL
Co-occurring IT Skills in the 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 33 (7.43%) Elasticsearch
2 24 (5.41%) Tomcat
3 21 (4.73%) Apache
4 18 (4.05%) SharePoint
5 16 (3.60%) Apache Spark
5 16 (3.60%) BizTalk Server
6 13 (2.93%) JBoss
7 12 (2.70%) Confluence
7 12 (2.70%) IIS
8 10 (2.25%) CMS
9 5 (1.13%) Jetty
9 5 (1.13%) Oracle SOA Suite
9 5 (1.13%) WebLogic
9 5 (1.13%) WildFly
10 2 (0.45%) Adobe Experience Manager
10 2 (0.45%) Alfresco
10 2 (0.45%) Apache Airflow
10 2 (0.45%) Apache Solr
10 2 (0.45%) Liferay
10 2 (0.45%) MS Exchange
Applications
1 2 (0.45%) Adobe Creative Suite
1 2 (0.45%) Photoshop
Business Applications
1 16 (3.60%) Dynamics CRM
2 1 (0.23%) Payment Gateway
Cloud Services
1 122 (27.48%) Microsoft Azure
2 73 (16.44%) Amazon AWS
3 29 (6.53%) PaaS
4 27 (6.08%) IaaS
5 18 (4.05%) Office 365
6 16 (3.60%) IBM Cloud
7 14 (3.15%) Cloud Computing
8 9 (2.03%) Google Cloud Platform
9 8 (1.80%) SaaS
10 5 (1.13%) GitHub
11 3 (0.68%) Google Analytics
11 3 (0.68%) npm
12 2 (0.45%) Amazon EC2
12 2 (0.45%) Amazon S3
12 2 (0.45%) AWS CloudFormation
13 1 (0.23%) OpenShift
13 1 (0.23%) Serverless
Communications & Networking
1 8 (1.80%) SMS
2 4 (0.90%) Internet
3 3 (0.68%) DNS
3 3 (0.68%) TCP/IP
3 3 (0.68%) VPN
4 2 (0.45%) DHCP
4 2 (0.45%) Extranet
4 2 (0.45%) HTTP
4 2 (0.45%) Intranet
4 2 (0.45%) IPsec
4 2 (0.45%) MPLS
4 2 (0.45%) SSL
5 1 (0.23%) Firewall
5 1 (0.23%) ICMP
5 1 (0.23%) Modbus
Database & Business Intelligence
1 195 (43.92%) SQL Server
2 139 (31.31%) MongoDB
3 76 (17.12%) MySQL
4 66 (14.86%) PostgreSQL
5 60 (13.51%) SQL Server 2016
6 52 (11.71%) Relational Database
7 45 (10.14%) Big Data
8 37 (8.33%) Cosmos DB
9 36 (8.11%) Apache Cassandra
10 24 (5.41%) Hadoop
11 21 (4.73%) Hazelcast
12 16 (3.60%) Data Lake
13 15 (3.38%) Redis
14 14 (3.15%) SQL Server 2014
15 13 (2.93%) Amazon DynamoDB
15 13 (2.93%) Azure SQL Database
16 12 (2.70%) Data Mining
16 12 (2.70%) OLTP
17 11 (2.48%) RDBMS
18 10 (2.25%) Data Warehouse
Development Applications
1 145 (32.66%) Git (software)
2 63 (14.19%) Jenkins
3 35 (7.88%) JUnit
4 32 (7.21%) Maven
5 24 (5.41%) Cucumber
6 22 (4.95%) Visual Studio
7 21 (4.73%) Visual Studio Team System
8 20 (4.50%) JBehave
9 19 (4.28%) TeamCity
10 18 (4.05%) JIRA
10 18 (4.05%) Subversion
11 9 (2.03%) JSUnit
12 8 (1.80%) Eclipse
13 7 (1.58%) Mockito
13 7 (1.58%) Vagrant
14 6 (1.35%) ReSharper
15 5 (1.13%) Jasmine
15 5 (1.13%) Octopus Deploy
16 4 (0.90%) Bitbucket
16 4 (0.90%) PHPUnit
General
1 43 (9.68%) Retail
2 35 (7.88%) Advertising
3 32 (7.21%) Marketing
4 29 (6.53%) Finance
5 24 (5.41%) Banking
6 17 (3.83%) Games
7 15 (3.38%) Back Office
8 7 (1.58%) Investment Banking
9 6 (1.35%) Billing
9 6 (1.35%) Electronics
10 5 (1.13%) Law
11 3 (0.68%) Retail Banking
12 1 (0.23%) Front Office
12 1 (0.23%) Telecoms
Job Titles
1 269 (60.59%) Developer
2 119 (26.80%) .NET Developer
3 90 (20.27%) Java Developer
4 52 (11.71%) C# Developer
5 47 (10.59%) Architect
6 46 (10.36%) JavaScript Developer
7 40 (9.01%) Software Engineer
8 38 (8.56%) C# .NET Developer
8 38 (8.56%) Senior Developer
9 25 (5.63%) Java Engineer
9 25 (5.63%) Senior Java Developer
9 25 (5.63%) Solutions Architect
10 24 (5.41%) ASP.NET Developer
11 23 (5.18%) C# ASP.NET Developer
12 21 (4.73%) Software Developer
13 20 (4.50%) ASP.NET MVC Developer
14 19 (4.28%) .NET Software Developer
14 19 (4.28%) DBA
15 18 (4.05%) DevOps Engineer
16 17 (3.83%) Web Developer
Libraries, Frameworks & Software Standards
1 184 (41.44%) .NET
2 139 (31.31%) RESTful
3 129 (29.05%) Node.js
4 118 (26.58%) ASP.NET
5 111 (25.00%) ASP.NET MVC
6 110 (24.77%) ASP.NET Web API
6 110 (24.77%) Spring
7 108 (24.32%) AngularJS
8 84 (18.92%) WCF
9 80 (18.02%) HTML
10 66 (14.86%) React
11 65 (14.64%) ASP.NET MVC 5
12 62 (13.96%) .NET Framework
13 60 (13.51%) Web Services
14 58 (13.06%) Entity Framework
14 58 (13.06%) Hibernate
15 56 (12.61%) KnockoutJS
16 55 (12.39%) CSS
17 42 (9.46%) Code First Entity Framework
18 41 (9.23%) JSON
Miscellaneous
1 51 (11.49%) User Experience
2 44 (9.91%) Enterprise Software
3 34 (7.66%) Data Structures
4 33 (7.43%) Computer Science
5 32 (7.21%) Algorithms
6 20 (4.50%) Analytical Skills
7 17 (3.83%) Mobile App
8 16 (3.60%) Graphic Design
9 15 (3.38%) Smart Meter
10 14 (3.15%) Social Media
11 12 (2.70%) Linux Command Line
12 11 (2.48%) Greenfield Project
13 10 (2.25%) BBC
13 10 (2.25%) Clustering
14 9 (2.03%) NHS
14 9 (2.03%) Self-Motivation
15 7 (1.58%) Replication
16 6 (1.35%) Photography
17 5 (1.13%) Public Cloud
18 4 (0.90%) RIA
Operating Systems
1 84 (18.92%) Linux
2 62 (13.96%) Windows
3 14 (3.15%) Android
3 14 (3.15%) Apple iOS
4 7 (1.58%) Unix
5 6 (1.35%) CentOS
5 6 (1.35%) Debian
5 6 (1.35%) Ubuntu
5 6 (1.35%) Windows Server
6 3 (0.68%) Mac OS
7 2 (0.45%) Mac OS X
Processes & Methodologies
1 307 (69.14%) Agile Software Development
2 209 (47.07%) TDD
3 154 (34.68%) MVC
4 153 (34.46%) BDD
5 126 (28.38%) Software Engineering
6 98 (22.07%) Scrum
7 94 (21.17%) Continuous Integration
8 80 (18.02%) Test Automation
9 79 (17.79%) Microservices
9 79 (17.79%) OO
9 79 (17.79%) Web Application Development
10 57 (12.84%) Analytics
11 54 (12.16%) Mentoring
12 50 (11.26%) DevOps
13 47 (10.59%) Configuration Management
14 43 (9.68%) Open Source
15 42 (9.46%) Software Testing
15 42 (9.46%) Web Development
16 41 (9.23%) Coaching
17 39 (8.78%) Continuous Delivery
Programming Languages
1 239 (53.83%) JavaScript
2 212 (47.75%) C#
3 198 (44.59%) Java
4 171 (38.51%) SQL
5 119 (26.80%) Ruby
6 66 (14.86%) Python
7 52 (11.71%) PHP
8 50 (11.26%) PowerShell
9 45 (10.14%) Shell Script
10 35 (7.88%) Java 8
11 30 (6.76%) Perl
12 28 (6.31%) VB
12 28 (6.31%) VB.NET
13 24 (5.41%) Scala
14 22 (4.95%) T-SQL
15 21 (4.73%) C++
16 16 (3.60%) Groovy
17 5 (1.13%) C
18 4 (0.90%) TypeScript
19 3 (0.68%) Go
Qualifications
1 66 (14.86%) Degree
2 27 (6.08%) Security Cleared
3 20 (4.50%) PhD
4 19 (4.28%) Computer Science Degree
5 8 (1.80%) Master's Degree
6 2 (0.45%) CCDA
6 2 (0.45%) CCNA
6 2 (0.45%) Cisco Certification
6 2 (0.45%) DV Cleared
6 2 (0.45%) ITIL Certification
6 2 (0.45%) SC Cleared
7 1 (0.23%) MCSA
7 1 (0.23%) MCSE
7 1 (0.23%) Microsoft Certification
7 1 (0.23%) Numerate Degree
Quality Assurance & Compliance
1 7 (1.58%) QA
2 2 (0.45%) GDPR
2 2 (0.45%) ISO 9001
3 1 (0.23%) ISO/IEC 27001
System Software
1 77 (17.34%) Docker
2 18 (4.05%) Active Directory
3 2 (0.45%) Apache Flume
3 2 (0.45%) Virtual Machines
3 2 (0.45%) VMware Infrastructure
Systems Management
1 64 (14.41%) Puppet
2 44 (9.91%) Opscode Chef
3 38 (8.56%) Ansible
4 30 (6.76%) Marathon
5 7 (1.58%) Kubernetes
6 4 (0.90%) Cobbler
6 4 (0.90%) Terraform
7 2 (0.45%) TeamSite
8 1 (0.23%) Systems Management Server (SMS)
Vendors
1 82 (18.47%) Microsoft
2 72 (16.22%) Oracle
3 26 (5.86%) Facebook
3 26 (5.86%) Google
4 12 (2.70%) Applogic
5 9 (2.03%) IBM
6 7 (1.58%) Cloudera
7 6 (1.35%) Red Hat
8 5 (1.13%) MapR
9 4 (0.90%) Adobe
9 4 (0.90%) Apple
9 4 (0.90%) RedGate
9 4 (0.90%) Sony
9 4 (0.90%) Twitter
9 4 (0.90%) Xamarin
9 4 (0.90%) Yahoo!
10 3 (0.68%) VMware
11 2 (0.45%) Fortinet
11 2 (0.45%) HP
11 2 (0.45%) OpenText