Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the East 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 11 December 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > East Midlands
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 121 78 139
Rank change year-on-year -43 +61 +24
Permanent jobs citing NoSQL 99 201 132
As % of all permanent IT jobs advertised in the East Midlands 2.24% 3.81% 2.08%
As % of the Database & Business Intelligence category 7.12% 11.87% 6.60%
Number of salaries quoted 82 175 122
East Midlands median annual salary £45,000 £42,500 £47,500
Median salary % change year-on-year +5.88% -10.53% +5.56%
10th Percentile £31,825 £32,500 £37,625
90th Percentile £78,625 £67,800 £75,000
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 East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Permanent vacancies with a requirement for database or business intelligence skills 1,390 1,693 1,999
As % of all permanent IT jobs advertised in the East Midlands 31.48% 32.10% 31.46%
Number of salaries quoted 1,135 1,465 1,651
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £26,250 £26,537
90th Percentile £68,000 £60,600 £62,500
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 East Midlands

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

Job vacancy trend for NoSQL in the East Midlands

NoSQL
Salary Trend in the East Midlands

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

Salary trend for NoSQL in the East Midlands

NoSQL
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing NoSQL in the East Midlands over the 6 months to 11 December 2018.

Salary histogram for NoSQL in the East Midlands

NoSQL
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the East Midlands region over the 6 months to 11 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
Nottinghamshire -5 56 £47,500 +18.75% 13
Northamptonshire -39 23 £52,500 +16.67% 7
Leicestershire -21 11 £38,750 -8.82% 3
Derbyshire +3 4 £35,000 -20.45% 2
Lincolnshire +1 2 £39,500 +5.33% 3
NoSQL
England

For the 6 months to 11 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 East Midlands region with a requirement for NoSQL.

1 66 (66.67%) Agile Software Development
2 57 (57.58%) SQL
3 47 (47.47%) Python
4 41 (41.41%) Java
5 34 (34.34%) C#
5 34 (34.34%) TDD
5 34 (34.34%) Amazon AWS
6 33 (33.33%) JavaScript
7 30 (30.30%) RESTful
8 29 (29.29%) Node.js
9 28 (28.28%) Hadoop
9 28 (28.28%) SQL Server
10 27 (27.27%) Google
10 27 (27.27%) Git (software)
10 27 (27.27%) Apache Spark
11 26 (26.26%) Big Data
12 25 (25.25%) .NET
12 25 (25.25%) OO
13 24 (24.24%) Ruby
14 23 (23.23%) MVC
14 23 (23.23%) Microsoft Azure
15 21 (21.21%) Analytics
15 21 (21.21%) Jenkins
15 21 (21.21%) BDD
16 20 (20.20%) AngularJS
16 20 (20.20%) Cloudera
16 20 (20.20%) HTML
17 19 (19.19%) Finance
17 19 (19.19%) Scala
17 19 (19.19%) ASP.NET Web API

NoSQL
Co-occurring IT Skills in the East 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 27 (27.27%) Apache Spark
2 9 (9.09%) CMS
3 6 (6.06%) Apache
4 5 (5.05%) Adobe Experience Manager
4 5 (5.05%) Alfresco
4 5 (5.05%) JBoss
4 5 (5.05%) Liferay
4 5 (5.05%) Tomcat
5 4 (4.04%) Elasticsearch
6 3 (3.03%) Apache Airflow
7 1 (1.01%) Confluence
7 1 (1.01%) Jetty
7 1 (1.01%) SAS
7 1 (1.01%) Sitecore CMS
7 1 (1.01%) WebLogic
Applications
1 1 (1.01%) Chatbot
Cloud Services
1 34 (34.34%) Amazon AWS
2 23 (23.23%) Microsoft Azure
3 7 (7.07%) Google Cloud Platform
3 7 (7.07%) IBM Cloud
4 6 (6.06%) IaaS
5 3 (3.03%) Cloud Computing
6 2 (2.02%) Amazon EMR
6 2 (2.02%) Google Analytics
7 1 (1.01%) AWS CodePipeline
7 1 (1.01%) OpenShift
7 1 (1.01%) PaaS
Communications & Networking
1 8 (8.08%) HTTP
2 5 (5.05%) DNS
3 1 (1.01%) AMQP
3 1 (1.01%) Firewall
3 1 (1.01%) Internet
3 1 (1.01%) IPv4
3 1 (1.01%) IPv6
3 1 (1.01%) SSL
Database & Business Intelligence
1 28 (28.28%) Hadoop
1 28 (28.28%) SQL Server
2 26 (26.26%) Big Data
3 15 (15.15%) SQL Server 2016
4 10 (10.10%) MongoDB
5 9 (9.09%) MySQL
5 9 (9.09%) Power BI
6 8 (8.08%) Data Warehouse
7 7 (7.07%) BigQuery
7 7 (7.07%) Star Schema
8 5 (5.05%) Apache Cassandra
8 5 (5.05%) SQL Server 2008
8 5 (5.05%) SQL Server Integration Services
9 4 (4.04%) Cloudera CDH
9 4 (4.04%) SQL Server Reporting Services
9 4 (4.04%) Sqoop
10 3 (3.03%) PostgreSQL
10 3 (3.03%) Relational Database
10 3 (3.03%) SQL Server 2012
10 3 (3.03%) SQL Server 2014
Development Applications
1 27 (27.27%) Git (software)
2 21 (21.21%) Jenkins
3 5 (5.05%) Atlassian Bamboo
3 5 (5.05%) JIRA
3 5 (5.05%) JUnit
3 5 (5.05%) Travis CI
4 4 (4.04%) Maven
4 4 (4.04%) Visual Studio Team System
5 2 (2.02%) MSTest
5 2 (2.02%) NUnit
5 2 (2.02%) Selenium
5 2 (2.02%) SpecFlow
5 2 (2.02%) Team Foundation Server
5 2 (2.02%) TeamCity
6 1 (1.01%) AccuRev
6 1 (1.01%) Cucumber
6 1 (1.01%) JBehave
6 1 (1.01%) MbUnit
6 1 (1.01%) Mercurial
6 1 (1.01%) RSpec
General
1 19 (19.19%) Finance
2 8 (8.08%) Banking
3 5 (5.05%) Retail
4 4 (4.04%) French Language
4 4 (4.04%) German Language
5 2 (2.02%) Marketing
6 1 (1.01%) Advertising
6 1 (1.01%) Aerospace
6 1 (1.01%) Automotive
6 1 (1.01%) Electronics
6 1 (1.01%) Investment Banking
6 1 (1.01%) Retail Finance
Job Titles
1 46 (46.46%) Developer
2 20 (20.20%) .NET Developer
2 20 (20.20%) Java Developer
3 17 (17.17%) Data Engineer
4 11 (11.11%) Big Data Engineer
4 11 (11.11%) Social Media Developer
5 10 (10.10%) Development Engineer
6 9 (9.09%) Architect
6 9 (9.09%) Software Engineer
7 7 (7.07%) Data Architect
8 6 (6.06%) Cloud Engineer
8 6 (6.06%) Software Development Engineer
8 6 (6.06%) Web Engineer
9 5 (5.05%) Consultant
9 5 (5.05%) Java Consultant
9 5 (5.05%) Senior Architect
9 5 (5.05%) Senior Data Architect
9 5 (5.05%) Technical Consultant
9 5 (5.05%) Technical Developer
10 4 (4.04%) Graduate
Libraries, Frameworks & Software Standards
1 30 (30.30%) RESTful
2 29 (29.29%) Node.js
3 25 (25.25%) .NET
4 20 (20.20%) AngularJS
4 20 (20.20%) HTML
5 19 (19.19%) .NET Core
5 19 (19.19%) ASP.NET Web API
6 17 (17.17%) ASP.NET
6 17 (17.17%) ASP.NET MVC
7 16 (16.16%) WCF
8 15 (15.15%) CSS
9 13 (13.13%) React
10 12 (12.12%) Web Services
11 11 (11.11%) HTML5
12 10 (10.10%) J2EE
12 10 (10.10%) Spring
13 7 (7.07%) JSON
13 7 (7.07%) Kafka
13 7 (7.07%) XML
14 6 (6.06%) CSS3
Miscellaneous
1 13 (13.13%) BBC
1 13 (13.13%) Social Media
2 10 (10.10%) Greenfield Project
3 9 (9.09%) Data Structures
4 8 (8.08%) User Experience
5 7 (7.07%) Analytical Skills
6 5 (5.05%) Private Cloud
7 3 (3.03%) Algorithms
7 3 (3.03%) Enterprise Software
7 3 (3.03%) Public Cloud
7 3 (3.03%) Self-Motivation
8 2 (2.02%) Mobile App
8 2 (2.02%) Reference Data
9 1 (1.01%) Renewable Energy
9 1 (1.01%) Social Network
Operating Systems
1 15 (15.15%) Linux
2 4 (4.04%) Unix
2 4 (4.04%) Windows
3 1 (1.01%) Android
3 1 (1.01%) Apple iOS
3 1 (1.01%) CentOS
3 1 (1.01%) Mac OS
Processes & Methodologies
1 66 (66.67%) Agile Software Development
2 34 (34.34%) TDD
3 25 (25.25%) OO
4 23 (23.23%) MVC
5 21 (21.21%) Analytics
5 21 (21.21%) BDD
6 17 (17.17%) Web Application Development
7 13 (13.13%) Business Intelligence
7 13 (13.13%) Data Analytics
8 12 (12.12%) Machine Learning
8 12 (12.12%) Scrum
9 11 (11.11%) Data Modelling
9 11 (11.11%) Microservices
9 11 (11.11%) Software Engineering
9 11 (11.11%) Visualisation
10 10 (10.10%) Big Data Analytics
10 10 (10.10%) Data Science
11 9 (9.09%) Data Visualisation
11 9 (9.09%) MapReduce
11 9 (9.09%) Open Source
Programming Languages
1 57 (57.58%) SQL
2 47 (47.47%) Python
3 41 (41.41%) Java
4 34 (34.34%) C#
5 33 (33.33%) JavaScript
6 24 (24.24%) Ruby
7 19 (19.19%) Scala
8 12 (12.12%) Java 8
8 12 (12.12%) R
9 7 (7.07%) MATLAB
10 3 (3.03%) Bash Shell
10 3 (3.03%) PowerShell
11 2 (2.02%) C++
11 2 (2.02%) T-SQL
12 1 (1.01%) TypeScript
12 1 (1.01%) VB.NET
Qualifications
1 8 (8.08%) Degree
2 1 (1.01%) Computer Science Degree
2 1 (1.01%) Security Cleared
Quality Assurance & Compliance
1 7 (7.07%) Data Quality
2 1 (1.01%) GDPR
2 1 (1.01%) PCI DSS
System Software
1 5 (5.05%) Docker
2 3 (3.03%) Apache Flume
3 2 (2.02%) Active Directory
4 1 (1.01%) KVM
4 1 (1.01%) pfSense
Systems Management
1 8 (8.08%) Puppet
2 6 (6.06%) Ansible
3 5 (5.05%) Opscode Chef
3 5 (5.05%) TeamSite
4 4 (4.04%) Oozie
5 3 (3.03%) Grafana
5 3 (3.03%) Kibana
5 3 (3.03%) logstash
5 3 (3.03%) Terraform
6 2 (2.02%) Kubernetes
7 1 (1.01%) Hadoop YARN
Vendors
1 27 (27.27%) Google
2 20 (20.20%) Cloudera
3 15 (15.15%) Microsoft
4 13 (13.13%) Apple
4 13 (13.13%) Facebook
4 13 (13.13%) Oracle
4 13 (13.13%) Sony
4 13 (13.13%) Yahoo!
5 9 (9.09%) Tableau
6 7 (7.07%) MapR
7 5 (5.05%) Adobe
7 5 (5.05%) HP
7 5 (5.05%) OpenText
8 2 (2.02%) Splunk
9 1 (1.01%) Applogic
9 1 (1.01%) ServiceNow
9 1 (1.01%) Sitecore
9 1 (1.01%) Talend