Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 23 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
England > East of England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 76 126 115
Rank change year-on-year +50 -11 +28
Permanent jobs citing NoSQL 447 300 383
As % of all permanent IT jobs advertised in the East of England 3.71% 2.27% 2.51%
As % of the Database & Business Intelligence category 13.35% 8.33% 8.78%
Number of salaries quoted 399 274 365
East of England median annual salary £52,500 £50,500 £50,000
Median salary % change year-on-year +3.96% +1.00% +11.11%
10th Percentile £33,750 £32,500 £36,250
90th Percentile £72,500 £72,500 £72,500
England median annual salary £56,250 £55,000 £55,000
% change year-on-year +2.27% - +4.76%

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 of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 3349 3602 4364
As % of all permanent IT jobs advertised in the East of England 27.78% 27.27% 28.61%
Number of salaries quoted 2780 3029 3756
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £30,000 £27,500 £26,250
90th Percentile £67,500 £66,250 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

NoSQL
Job Vacancy Trend in the East of England

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

Job vacancy trend for NoSQL in the East of England

NoSQL
Salary Trend in the East of England

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

Salary trend for NoSQL in the East of England

NoSQL
Salary Histogram in the East of England

The salary distribution of IT jobs citing NoSQL in the East of England over the 6 months to 23 November 2017.

Salary histogram for NoSQL in the East of England

NoSQL
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the East of England region over the 6 months to 23 November 2017. 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
Hertfordshire +39 217 £55,000 - 13
Cambridgeshire +24 174 £50,000 +2.56% 19
Essex +18 20 £55,000 +57.14% 4
Bedfordshire +27 14 £50,000 -16.67%
Norfolk +18 12 £65,000 +23.81% 1
Suffolk +7 10 £42,500 -34.62% 2
NoSQL
England

For the 6 months to 23 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for NoSQL.

1 276 (61.74%) Agile Software Development
2 247 (55.26%) C#
3 237 (53.02%) .NET
4 202 (45.19%) MVC
5 194 (43.40%) TDD
6 190 (42.51%) Node.js
7 188 (42.06%) Git (software)
8 185 (41.39%) SQL Server
9 182 (40.72%) ASP.NET
10 179 (40.04%) ASP.NET MVC
11 172 (38.48%) RESTful
12 163 (36.47%) OO
13 162 (36.24%) WCF
13 162 (36.24%) BDD
14 160 (35.79%) ASP.NET Web API
15 158 (35.35%) Ruby
15 158 (35.35%) Java
16 145 (32.44%) JavaScript
17 143 (31.99%) Web Application Development
18 142 (31.77%) ASP.NET MVC 5
19 112 (25.06%) Computer Science
20 103 (23.04%) SQL Server 2016
21 94 (21.03%) Software Engineering
22 92 (20.58%) AngularJS
23 89 (19.91%) MongoDB
24 85 (19.02%) Python
25 84 (18.79%) SQL
26 79 (17.67%) Degree
27 76 (17.00%) .NET Framework
27 76 (17.00%) Entity Framework

NoSQL
Co-occurring IT Skills in the East of England 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 19 (4.25%) Apache Spark
1 19 (4.25%) Elasticsearch
2 18 (4.03%) CMS
3 15 (3.36%) Umbraco
4 11 (2.46%) OpenStack
5 8 (1.79%) JBoss
5 8 (1.79%) Oracle SOA Suite
5 8 (1.79%) SAS
6 7 (1.57%) Cloud Foundry
7 4 (0.89%) Tomcat
8 3 (0.67%) IIS
8 3 (0.67%) NServiceBus
8 3 (0.67%) WebLogic
8 3 (0.67%) WebSphere
9 2 (0.45%) Confluence
10 1 (0.22%) Apache Solr
10 1 (0.22%) WordPress
Applications
1 2 (0.45%) Microsoft Excel
2 1 (0.22%) Weka
Business Applications
1 3 (0.67%) SAP Hybris
1 3 (0.67%) Unica
Cloud Services
1 75 (16.78%) Amazon AWS
2 51 (11.41%) Microsoft Azure
3 17 (3.80%) Cloud Computing
4 8 (1.79%) Google Cloud Platform
5 5 (1.12%) SaaS
6 4 (0.89%) PaaS
7 3 (0.67%) AWS CloudFormation
7 3 (0.67%) Silverpop
8 2 (0.45%) Amazon EC2
8 2 (0.45%) GitHub
8 2 (0.45%) Google Analytics
8 2 (0.45%) IaaS
9 1 (0.22%) Azure Data Factory
9 1 (0.22%) Google Play
9 1 (0.22%) Serverless
Communications & Networking
1 22 (4.92%) Internet
2 13 (2.91%) TCP/IP
3 7 (1.57%) Ethernet
4 6 (1.34%) Broadband
4 6 (1.34%) Wi-Fi
5 5 (1.12%) DNS
6 3 (0.67%) HTTP
7 2 (0.45%) Firewall
7 2 (0.45%) ICMP
7 2 (0.45%) VPN
Database & Business Intelligence
1 185 (41.39%) SQL Server
2 103 (23.04%) SQL Server 2016
3 89 (19.91%) MongoDB
4 46 (10.29%) Big Data
5 43 (9.62%) SQL Server 2014
6 35 (7.83%) Relational Database
7 31 (6.94%) Redis
8 29 (6.49%) Apache Cassandra
9 28 (6.26%) RDBMS
10 24 (5.37%) MySQL
10 24 (5.37%) PostgreSQL
11 21 (4.70%) HBase
12 15 (3.36%) Hadoop
13 13 (2.91%) Data Warehouse
14 9 (2.01%) SQL Server Integration Services
15 8 (1.79%) MarkLogic
15 8 (1.79%) SQL Server Analysis Services
15 8 (1.79%) SQL Server Reporting Services
16 7 (1.57%) BigQuery
16 7 (1.57%) Sqoop
Development Applications
1 188 (42.06%) Git (software)
2 17 (3.80%) Selenium
3 14 (3.13%) Grunt
3 14 (3.13%) Jenkins
3 14 (3.13%) Maven
4 13 (2.91%) Subversion
5 12 (2.68%) JUnit
6 11 (2.46%) Moq
6 11 (2.46%) NUnit
6 11 (2.46%) SpecFlow
7 8 (1.79%) Team Foundation Server
8 6 (1.34%) LabVIEW
9 5 (1.12%) JIRA
9 5 (1.12%) webpack
10 4 (0.89%) Cucumber
10 4 (0.89%) Mockito
10 4 (0.89%) Talend Open Studio
10 4 (0.89%) TeamCity
11 3 (0.67%) Gradle
11 3 (0.67%) Octopus Deploy
General
1 40 (8.95%) Finance
2 22 (4.92%) Retail
3 17 (3.80%) Pharmaceutical
4 16 (3.58%) Music Industry
5 9 (2.01%) Games
5 9 (2.01%) Marketing
6 8 (1.79%) Publishing
7 6 (1.34%) Telecoms
8 4 (0.89%) Law
9 3 (0.67%) Advertising
9 3 (0.67%) Financial Institution
10 2 (0.45%) French Language
10 2 (0.45%) German Language
10 2 (0.45%) Swedish Language
11 1 (0.22%) Automotive
11 1 (0.22%) Front Office
Job Titles
1 317 (70.92%) Developer
2 191 (42.73%) .NET Developer
3 52 (11.63%) Java Developer
4 45 (10.07%) C# Developer
5 43 (9.62%) Architect
6 41 (9.17%) Senior Developer
7 40 (8.95%) .NET Software Developer
8 35 (7.83%) C# .NET Developer
9 30 (6.71%) Social Media Developer
9 30 (6.71%) Software Engineer
10 26 (5.82%) Software Developer
11 25 (5.59%) JavaScript Developer
11 25 (5.59%) Solutions Architect
12 22 (4.92%) Full Stack Developer
13 18 (4.03%) Senior .NET Developer
13 18 (4.03%) Senior Software Engineer
14 17 (3.80%) ASP.NET MVC Developer
14 17 (3.80%) Java Engineer
15 16 (3.58%) Java Software Engineer
15 16 (3.58%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 237 (53.02%) .NET
2 190 (42.51%) Node.js
3 182 (40.72%) ASP.NET
4 179 (40.04%) ASP.NET MVC
5 172 (38.48%) RESTful
6 162 (36.24%) WCF
7 160 (35.79%) ASP.NET Web API
8 142 (31.77%) ASP.NET MVC 5
9 92 (20.58%) AngularJS
10 76 (17.00%) .NET Framework
10 76 (17.00%) Entity Framework
11 71 (15.88%) Web Services
12 66 (14.77%) HTML
13 64 (14.32%) Code First Entity Framework
14 62 (13.87%) CSS
15 45 (10.07%) REST
16 40 (8.95%) SOAP
17 36 (8.05%) jQuery
17 36 (8.05%) RabbitMQ
18 34 (7.61%) React
Miscellaneous
1 112 (25.06%) Computer Science
2 44 (9.84%) Social Media
3 33 (7.38%) Social Network
4 31 (6.94%) Algorithms
5 30 (6.71%) BBC
6 27 (6.04%) Data Structures
7 23 (5.15%) Greenfield Project
8 22 (4.92%) Mobile App
9 20 (4.47%) Analytical Skills
10 17 (3.80%) Internet of Things
11 16 (3.58%) Smart Energy
12 15 (3.36%) Enterprise Software
13 8 (1.79%) Data Centre
13 8 (1.79%) Public Cloud
13 8 (1.79%) Renewable Energy
14 7 (1.57%) Foreign Exchange (FX)
15 6 (1.34%) Acoustics
15 6 (1.34%) Linked Data
15 6 (1.34%) Private Cloud
16 5 (1.12%) User Experience
Operating Systems
1 50 (11.19%) Linux
2 14 (3.13%) Windows
3 8 (1.79%) Android
3 8 (1.79%) Apple iOS
4 5 (1.12%) Unix
5 4 (0.89%) Windows Server
6 3 (0.67%) CentOS
Processes & Methodologies
1 276 (61.74%) Agile Software Development
2 202 (45.19%) MVC
3 194 (43.40%) TDD
4 163 (36.47%) OO
5 162 (36.24%) BDD
6 143 (31.99%) Web Application Development
7 94 (21.03%) Software Engineering
8 65 (14.54%) Mathematics
9 54 (12.08%) Web Development
10 52 (11.63%) SDLC
11 48 (10.74%) Physics
12 46 (10.29%) Test Automation
13 41 (9.17%) Unit Testing
14 40 (8.95%) Analytics
15 35 (7.83%) Multithreading
16 33 (7.38%) Microservices
17 31 (6.94%) Business Intelligence
17 31 (6.94%) High Availability
18 30 (6.71%) CQRS
19 29 (6.49%) DevOps
Programming Languages
1 247 (55.26%) C#
2 158 (35.35%) Java
2 158 (35.35%) Ruby
3 145 (32.44%) JavaScript
4 85 (19.02%) Python
5 84 (18.79%) SQL
6 35 (7.83%) Scala
7 33 (7.38%) C++
8 22 (4.92%) C
8 22 (4.92%) TypeScript
9 21 (4.70%) Go
10 13 (2.91%) Haskell
11 12 (2.68%) Perl
12 11 (2.46%) PHP
13 8 (1.79%) PL/SQL
14 5 (1.12%) Delphi
14 5 (1.12%) Embedded C
14 5 (1.12%) Embedded C++
14 5 (1.12%) PowerShell
14 5 (1.12%) R
Qualifications
1 79 (17.67%) Degree
2 47 (10.51%) Computer Science Degree
3 16 (3.58%) PhD
4 4 (0.89%) Microsoft Certification
4 4 (0.89%) Security Cleared
5 3 (0.67%) MCITP
5 3 (0.67%) MCTS
6 2 (0.45%) Master's Degree
Quality Assurance & Compliance
1 14 (3.13%) QA
2 3 (0.67%) GDPR
2 3 (0.67%) PCI DSS
3 2 (0.45%) SLA
4 1 (0.22%) Data Quality
4 1 (0.22%) GCP
System Software
1 40 (8.95%) Docker
2 9 (2.01%) vSphere
3 8 (1.79%) VMware Infrastructure
4 6 (1.34%) VMware ESXi
5 4 (0.89%) Microsoft Virtual Server
5 4 (0.89%) Virtual Servers
6 3 (0.67%) Active Directory
7 1 (0.22%) Oracle RAC
Systems Management
1 13 (2.91%) Kubernetes
2 12 (2.68%) Opscode Chef
3 6 (1.34%) Grafana
3 6 (1.34%) OpenNMS
3 6 (1.34%) Prometheus
4 5 (1.12%) Ansible
5 4 (0.89%) Puppet
6 2 (0.45%) Failover Clustering
6 2 (0.45%) Terraform
7 1 (0.22%) Packer
7 1 (0.22%) Perfmon
Vendors
1 40 (8.95%) Google
2 32 (7.16%) Oracle
3 30 (6.71%) Apple
3 30 (6.71%) Facebook
3 30 (6.71%) Sony
3 30 (6.71%) Yahoo!
4 17 (3.80%) Microsoft
5 15 (3.36%) Terracotta
6 14 (3.13%) VMware
7 7 (1.57%) Tableau
8 6 (1.34%) New Relic
9 5 (1.12%) Adobe
9 5 (1.12%) Informatica
9 5 (1.12%) Xamarin
10 4 (0.89%) SAP
10 4 (0.89%) Talend
10 4 (0.89%) TIBCO
11 3 (0.67%) hybris
11 3 (0.67%) Pega
11 3 (0.67%) Red Hat