Period
to 24 February 2018

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 24 February 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > East of England
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 61 104 89
Rank change year-on-year +43 -15 +60
Permanent jobs citing NoSQL 541 347 434
As % of all permanent IT jobs advertised in the East of England 4.34% 2.75% 2.89%
As % of the Database & Business Intelligence category 15.33% 9.83% 10.66%
Number of salaries quoted 482 316 404
East of England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% -4.76%
10th Percentile £32,500 £32,750 £35,000
90th Percentile £72,500 £72,500 £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 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 3,530 3,529 4,073
As % of all permanent IT jobs advertised in the East of England 28.30% 27.94% 27.10%
Number of salaries quoted 2,962 2,915 3,417
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,750 £29,000 £26,250
90th Percentile £68,750 £66,250 £65,000
England median annual salary £50,000 £47,500 £47,500
% 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 24 February 2018.

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 24 February 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
Hertfordshire +38 239 £52,500 - 17
Cambridgeshire -3 173 £50,000 - 43
Essex +62 78 £62,500 - 5
Suffolk +10 29 £35,000 -39.13% 1
Norfolk +28 13 £55,000 +4.76% 1
Bedfordshire +18 9 £50,000 -16.67% 1
NoSQL
England

For the 6 months to 24 February 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 of England region with a requirement for NoSQL.

1 314 (58.04%) Agile Software Development
2 268 (49.54%) C#
3 264 (48.80%) .NET
4 237 (43.81%) TDD
5 214 (39.56%) SQL Server
5 214 (39.56%) MVC
6 213 (39.37%) Node.js
7 205 (37.89%) Git (software)
8 190 (35.12%) RESTful
9 185 (34.20%) ASP.NET
10 184 (34.01%) ASP.NET MVC
11 183 (33.83%) Ruby
12 174 (32.16%) BDD
13 172 (31.79%) ASP.NET Web API
14 171 (31.61%) WCF
15 168 (31.05%) Java
16 157 (29.02%) Web Application Development
17 156 (28.84%) ASP.NET MVC 5
18 154 (28.47%) JavaScript
19 142 (26.25%) SQL
20 139 (25.69%) SQL Server 2016
21 132 (24.40%) OO
22 131 (24.21%) Amazon AWS
23 126 (23.29%) MongoDB
24 110 (20.33%) Computer Science
25 98 (18.11%) AngularJS
26 97 (17.93%) Python
27 93 (17.19%) Web Services
28 90 (16.64%) Software Engineering
29 85 (15.71%) .NET 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 30 (5.55%) Apache Spark
2 17 (3.14%) Apache Pig
2 17 (3.14%) Elasticsearch
3 16 (2.96%) OpenStack
4 14 (2.59%) CMS
4 14 (2.59%) Umbraco
5 10 (1.85%) JBoss
5 10 (1.85%) WebSphere
6 9 (1.66%) Cloud Foundry
6 9 (1.66%) SAS
6 9 (1.66%) Tomcat
7 6 (1.11%) Apache
8 5 (0.92%) Apache Geronimo
8 5 (0.92%) GlassFish
9 4 (0.74%) IIS
9 4 (0.74%) WebLogic
10 2 (0.37%) nginx
10 2 (0.37%) Skype for Business
11 1 (0.18%) NServiceBus
11 1 (0.18%) Oracle SOA Suite
Applications
1 6 (1.11%) Weka
2 3 (0.55%) Microsoft Excel
3 1 (0.18%) Microsoft PowerPoint
Business Applications
1 12 (2.22%) Payment Gateway
2 1 (0.18%) Oracle EBS
Cloud Services
1 131 (24.21%) Amazon AWS
2 84 (15.53%) Microsoft Azure
3 24 (4.44%) Cloud Computing
4 20 (3.70%) Azure Data Factory
5 12 (2.22%) GitHub
5 12 (2.22%) OpenShift
6 10 (1.85%) Google Cloud Platform
7 9 (1.66%) AWS CloudFormation
8 7 (1.29%) SaaS
8 7 (1.29%) Serverless
9 5 (0.92%) IaaS
10 2 (0.37%) Amazon EC2
10 2 (0.37%) Google Analytics
10 2 (0.37%) PaaS
11 1 (0.18%) Google Play
Communications & Networking
1 15 (2.77%) TCP/IP
2 11 (2.03%) DNS
2 11 (2.03%) Internet
3 9 (1.66%) SAN
3 9 (1.66%) Wi-Fi
4 6 (1.11%) Broadband
4 6 (1.11%) Firewall
4 6 (1.11%) Reverse Proxy
4 6 (1.11%) VPN
5 4 (0.74%) Ethernet
6 2 (0.37%) HTTP
6 2 (0.37%) Skype
6 2 (0.37%) Unified Communications
7 1 (0.18%) SMS
Database & Business Intelligence
1 214 (39.56%) SQL Server
2 139 (25.69%) SQL Server 2016
3 126 (23.29%) MongoDB
4 63 (11.65%) Apache Cassandra
5 60 (11.09%) Big Data
6 49 (9.06%) Relational Database
7 45 (8.32%) PostgreSQL
8 36 (6.65%) MySQL
9 34 (6.28%) Hadoop
10 33 (6.10%) HBase
11 30 (5.55%) RDBMS
12 27 (4.99%) SQL Server Integration Services
13 26 (4.81%) SQL Server Reporting Services
14 25 (4.62%) SQL Server Analysis Services
15 23 (4.25%) Apache Hive
16 22 (4.07%) Data Warehouse
16 22 (4.07%) HDInsight
17 21 (3.88%) Redis
18 20 (3.70%) Data Lake
19 17 (3.14%) SQL Server 2014
Development Applications
1 205 (37.89%) Git (software)
2 34 (6.28%) Jenkins
3 19 (3.51%) JIRA
4 17 (3.14%) Cucumber
4 17 (3.14%) Subversion
5 16 (2.96%) Selenium
6 14 (2.59%) Grunt
7 12 (2.22%) Sonatype Nexus
8 9 (1.66%) Maven
9 8 (1.48%) Team Foundation Server
9 8 (1.48%) webpack
10 6 (1.11%) Ant
10 6 (1.11%) Gradle
10 6 (1.11%) Moq
10 6 (1.11%) NUnit
10 6 (1.11%) SpecFlow
11 5 (0.92%) JUnit
11 5 (0.92%) LabVIEW
11 5 (0.92%) Mockito
12 4 (0.74%) Vagrant
General
1 63 (11.65%) Finance
2 25 (4.62%) Marketing
2 25 (4.62%) Music Industry
3 22 (4.07%) Retail
3 22 (4.07%) Telecoms
4 21 (3.88%) Games
5 10 (1.85%) Pharmaceutical
6 8 (1.48%) Publishing
7 6 (1.11%) Legal
8 5 (0.92%) Automotive
9 4 (0.74%) Law
10 3 (0.55%) Advertising
11 2 (0.37%) Manufacturing
Job Titles
1 357 (65.99%) Developer
2 213 (39.37%) .NET Developer
3 70 (12.94%) Java Developer
4 56 (10.35%) Senior Developer
5 53 (9.80%) .NET Software Developer
6 49 (9.06%) Architect
7 42 (7.76%) Software Developer
8 38 (7.02%) C# Developer
9 31 (5.73%) DBA
10 30 (5.55%) Software Engineer
11 26 (4.81%) C# .NET Developer
12 22 (4.07%) Senior .NET Developer
13 21 (3.88%) Administrator
13 21 (3.88%) Java Engineer
14 19 (3.51%) Cloud Developer
14 19 (3.51%) Lead Developer
14 19 (3.51%) Senior DBA
14 19 (3.51%) Senior Java Developer
15 18 (3.33%) Big Data Engineer
15 18 (3.33%) Data Engineer
Libraries, Frameworks & Software Standards
1 264 (48.80%) .NET
2 213 (39.37%) Node.js
3 190 (35.12%) RESTful
4 185 (34.20%) ASP.NET
5 184 (34.01%) ASP.NET MVC
6 172 (31.79%) ASP.NET Web API
7 171 (31.61%) WCF
8 156 (28.84%) ASP.NET MVC 5
9 98 (18.11%) AngularJS
10 93 (17.19%) Web Services
11 85 (15.71%) .NET Framework
12 71 (13.12%) Entity Framework
13 62 (11.46%) Code First Entity Framework
14 56 (10.35%) HTML
15 51 (9.43%) CSS
15 51 (9.43%) REST
16 44 (8.13%) SOAP
17 36 (6.65%) Spring
18 35 (6.47%) KnockoutJS
19 34 (6.28%) RabbitMQ
Miscellaneous
1 110 (20.33%) Computer Science
2 28 (5.18%) Analytical Skills
3 27 (4.99%) Mobile App
4 26 (4.81%) Algorithms
5 24 (4.44%) Social Media
6 23 (4.25%) Data Structures
6 23 (4.25%) Greenfield Project
7 21 (3.88%) Private Cloud
8 19 (3.51%) Social Network
9 17 (3.14%) BBC
10 15 (2.77%) User Experience
11 14 (2.59%) Fintech
12 13 (2.40%) Enterprise Software
13 12 (2.22%) Distributed Denial-of-Service
13 12 (2.22%) Online Games
14 11 (2.03%) Data Centre
14 11 (2.03%) Xbox
15 9 (1.66%) Replication
16 6 (1.11%) e-Learning
16 6 (1.11%) Public Cloud
Operating Systems
1 67 (12.38%) Linux
2 40 (7.39%) Android
2 40 (7.39%) Apple iOS
3 25 (4.62%) Windows
4 18 (3.33%) Unix
5 5 (0.92%) CentOS
6 2 (0.37%) Mac OS
7 1 (0.18%) Windows Server
7 1 (0.18%) Windows Server 2008
7 1 (0.18%) Windows Server 2012
Processes & Methodologies
1 314 (58.04%) Agile Software Development
2 237 (43.81%) TDD
3 214 (39.56%) MVC
4 174 (32.16%) BDD
5 157 (29.02%) Web Application Development
6 132 (24.40%) OO
7 90 (16.64%) Software Engineering
8 77 (14.23%) Business Intelligence
9 51 (9.43%) DevOps
10 50 (9.24%) Test Automation
11 46 (8.50%) Mathematics
12 45 (8.32%) High Availability
13 44 (8.13%) Microservices
14 42 (7.76%) OOP
15 38 (7.02%) SDLC
15 38 (7.02%) Web Development
16 34 (6.28%) Analytics
16 34 (6.28%) Continuous Integration
17 32 (5.91%) E-Commerce
17 32 (5.91%) Physics
Programming Languages
1 268 (49.54%) C#
2 183 (33.83%) Ruby
3 168 (31.05%) Java
4 154 (28.47%) JavaScript
5 142 (26.25%) SQL
6 97 (17.93%) Python
7 54 (9.98%) Scala
8 46 (8.50%) C++
9 33 (6.10%) PowerShell
10 31 (5.73%) T-SQL
11 22 (4.07%) Go
12 21 (3.88%) C
13 17 (3.14%) PHP
14 16 (2.96%) Haskell
14 16 (2.96%) PL/SQL
15 14 (2.59%) TypeScript
16 12 (2.22%) Perl
17 7 (1.29%) Bash Shell
18 6 (1.11%) ES6
18 6 (1.11%) Shell Script
Qualifications
1 81 (14.97%) Degree
2 36 (6.65%) Computer Science Degree
3 7 (1.29%) Sun Certification
4 5 (0.92%) ITIL Certification
4 5 (0.92%) PhD
4 5 (0.92%) Security Cleared
5 3 (0.55%) Oracle Certification
Quality Assurance & Compliance
1 21 (3.88%) QA
2 12 (2.22%) PCI DSS
3 7 (1.29%) GDPR
4 2 (0.37%) WAI
5 1 (0.18%) GCP
5 1 (0.18%) SLA
System Software
1 81 (14.97%) Docker
2 16 (2.96%) HDFS
3 13 (2.40%) vSphere
4 10 (1.85%) Apache Flume
5 9 (1.66%) VMware ESXi
5 9 (1.66%) VMware Infrastructure
6 1 (0.18%) Microsoft Virtual Server
6 1 (0.18%) Oracle RAC
6 1 (0.18%) Virtual Servers
Systems Management
1 20 (3.70%) Opscode Chef
2 18 (3.33%) Kubernetes
3 12 (2.22%) Puppet
4 6 (1.11%) Grafana
4 6 (1.11%) OpenNMS
4 6 (1.11%) Prometheus
4 6 (1.11%) Single Sign-On
5 4 (0.74%) Ansible
6 3 (0.55%) Data Guard
6 3 (0.55%) Oracle Enterprise Manager
6 3 (0.55%) Oracle RMAN
7 2 (0.37%) Systems Management Server (SMS)
8 1 (0.18%) Failover Clustering
8 1 (0.18%) HAProxy
8 1 (0.18%) Packer
Vendors
1 36 (6.65%) Oracle
2 30 (5.55%) Microsoft
3 29 (5.36%) Google
4 22 (4.07%) Tableau
5 18 (3.33%) Facebook
5 18 (3.33%) VMware
6 17 (3.14%) Apple
6 17 (3.14%) Sony
6 17 (3.14%) Yahoo!
7 12 (2.22%) WorldPay
8 9 (1.66%) Cloudera
8 9 (1.66%) Hortonworks
8 9 (1.66%) MapR
9 8 (1.48%) Terracotta
10 7 (1.29%) Xamarin
11 6 (1.11%) New Relic
12 5 (0.92%) Adobe
12 5 (0.92%) Alteryx
12 5 (0.92%) Talend
13 4 (0.74%) Red Hat