Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > East of England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 118 86 120
Rank change year-on-year -32 +34 +7
Permanent jobs citing NoSQL 279 420 317
As % of all permanent IT jobs advertised in the East of England 2.62% 3.58% 2.41%
As % of the Database & Business Intelligence category 9.75% 12.80% 8.88%
Number of salaries quoted 244 377 291
East of England median annual salary £52,500 £55,000 £50,500
Median salary % change year-on-year -4.55% +8.91% +1.00%
10th Percentile £34,750 £33,556 £32,500
90th Percentile £74,000 £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 2,863 3,281 3,569
As % of all permanent IT jobs advertised in the East of England 26.89% 27.99% 27.11%
Number of salaries quoted 2,304 2,739 3,023
East of England median annual salary £45,750 £45,000 £44,500
Median salary % change year-on-year +1.67% +1.12% +1.14%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £71,250 £66,250 £65,000
England median annual salary £50,000 £50,000 £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 16 October 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 16 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
Hertfordshire -36 105 £52,500 -4.55% 11
Cambridgeshire -18 100 £50,000 - 24
Suffolk +45 50 £55,000 +4.76% 4
Bedfordshire -4 10 £32,500 -21.21% 4
Essex -1 9 £66,250 +20.45% 6
Norfolk +5 5 £38,000 -41.54% 2
NoSQL
England

For the 6 months to 16 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 East of England region with a requirement for NoSQL.

1 163 (58.42%) Agile Software Development
2 149 (53.41%) SQL
3 119 (42.65%) JavaScript
4 114 (40.86%) Java
5 108 (38.71%) C#
6 102 (36.56%) Amazon AWS
7 97 (34.77%) Microsoft Azure
7 97 (34.77%) AngularJS
7 97 (34.77%) .NET
8 95 (34.05%) Web Services
9 90 (32.26%) Python
10 84 (30.11%) TDD
11 78 (27.96%) MongoDB
12 70 (25.09%) DevOps
13 65 (23.30%) Microservices
14 64 (22.94%) SQL Server
15 63 (22.58%) MVC
16 62 (22.22%) Software Engineering
17 60 (21.51%) REST
18 56 (20.07%) JIRA
18 56 (20.07%) HTML
19 55 (19.71%) Git (software)
20 53 (19.00%) Node.js
21 50 (17.92%) ASP.NET
22 49 (17.56%) T-SQL
23 47 (16.85%) OO
23 47 (16.85%) ASP.NET Web API
24 46 (16.49%) Microsoft
25 45 (16.13%) MySQL
26 44 (15.77%) Degree

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 38 (13.62%) Confluence
2 30 (10.75%) Apache Spark
3 17 (6.09%) Apache
4 16 (5.73%) Elasticsearch
5 8 (2.87%) Tomcat
6 7 (2.51%) OpenStack
6 7 (2.51%) WebSphere
7 6 (2.15%) JBoss
8 5 (1.79%) Traefik
9 4 (1.43%) Cloud Foundry
9 4 (1.43%) GlassFish
10 3 (1.08%) Apache Geronimo
10 3 (1.08%) WebLogic
11 2 (0.72%) Apache Pig
12 1 (0.36%) IIS
12 1 (0.36%) nginx
12 1 (0.36%) NServiceBus
12 1 (0.36%) Oracle SOA Suite
12 1 (0.36%) SAS
12 1 (0.36%) WebSphere Application Server
Applications
1 12 (4.30%) Microsoft Excel
2 3 (1.08%) Weka
3 1 (0.36%) SPSS
Business Applications
1 5 (1.79%) Payment Gateway
Cloud Services
1 102 (36.56%) Amazon AWS
2 97 (34.77%) Microsoft Azure
3 20 (7.17%) Serverless
4 18 (6.45%) Cloud Computing
5 11 (3.94%) SaaS
6 10 (3.58%) GitHub
7 9 (3.23%) Azure Data Factory
7 9 (3.23%) Google Cloud Platform
7 9 (3.23%) OpenShift
8 4 (1.43%) AWS CloudFormation
8 4 (1.43%) PaaS
9 2 (0.72%) Data Lake Analytics
9 2 (0.72%) IaaS
10 1 (0.36%) Adobe Analytics
10 1 (0.36%) Amazon EMR
10 1 (0.36%) Amazon S3
10 1 (0.36%) Datadog
10 1 (0.36%) Google Analytics
Communications & Networking
1 22 (7.89%) HTTP
2 6 (2.15%) Broadband
3 5 (1.79%) Internet
4 4 (1.43%) SAN
4 4 (1.43%) SNMP
5 3 (1.08%) Firewall
5 3 (1.08%) SMS
5 3 (1.08%) TCP/IP
5 3 (1.08%) VPN
6 2 (0.72%) DNS
6 2 (0.72%) Reverse Proxy
7 1 (0.36%) FTP
Database & Business Intelligence
1 78 (27.96%) MongoDB
2 64 (22.94%) SQL Server
3 45 (16.13%) MySQL
4 38 (13.62%) Apache Cassandra
5 27 (9.68%) Data Warehouse
6 24 (8.60%) PostgreSQL
7 22 (7.89%) Big Data
7 22 (7.89%) Relational Database
8 21 (7.53%) SQL Server Analysis Services
8 21 (7.53%) SQL Server Reporting Services
9 16 (5.73%) SQL Server 2016
10 13 (4.66%) HBase
10 13 (4.66%) OLAP
10 13 (4.66%) SQL Server Integration Services
11 12 (4.30%) Hadoop
11 12 (4.30%) Power BI
12 9 (3.23%) Data Lake
12 9 (3.23%) Neo4j
13 8 (2.87%) Azure SQL Database
13 8 (2.87%) Microsoft Analysis Services
Development Applications
1 56 (20.07%) JIRA
2 55 (19.71%) Git (software)
3 27 (9.68%) Maven
4 24 (8.60%) LabVIEW
5 23 (8.24%) Jenkins
6 17 (6.09%) Jasmine
6 17 (6.09%) Log4Net
6 17 (6.09%) NUnit
6 17 (6.09%) Subversion
7 16 (5.73%) Redmine
8 12 (4.30%) Gradle
9 11 (3.94%) Selenium
10 9 (3.23%) Cucumber
11 7 (2.51%) Eclipse
11 7 (2.51%) SoapUI
12 6 (2.15%) Appium
12 6 (2.15%) JUnit
12 6 (2.15%) LoadRunner
12 6 (2.15%) Vagrant
12 6 (2.15%) Visual Studio
General
1 28 (10.04%) Finance
2 25 (8.96%) Games
3 12 (4.30%) Retail
4 8 (2.87%) Telecoms
5 7 (2.51%) Manufacturing
5 7 (2.51%) Publishing
6 4 (1.43%) Banking
6 4 (1.43%) Pharmaceutical
7 3 (1.08%) Legal
7 3 (1.08%) Music Industry
8 2 (0.72%) Automotive
8 2 (0.72%) Investment Banking
9 1 (0.36%) Marketing
Job Titles
1 171 (61.29%) Developer
2 52 (18.64%) .NET Developer
2 52 (18.64%) Software Developer
3 50 (17.92%) Java Developer
4 46 (16.49%) Senior Developer
5 37 (13.26%) Software Engineer
6 24 (8.60%) Business Intelligence Developer
6 24 (8.60%) Java Engineer
7 20 (7.17%) C# Developer
7 20 (7.17%) Programmer
8 18 (6.45%) Java Software Engineer
8 18 (6.45%) Senior Software Developer
9 17 (6.09%) Java Programmer
10 16 (5.73%) Senior .NET Developer
11 14 (5.02%) .NET Software Developer
11 14 (5.02%) Developer/Software Engineer
11 14 (5.02%) Java Software Developer
11 14 (5.02%) Senior Java Developer
11 14 (5.02%) Software Programmer
12 13 (4.66%) AWS Engineer
Libraries, Frameworks & Software Standards
1 97 (34.77%) .NET
1 97 (34.77%) AngularJS
2 95 (34.05%) Web Services
3 60 (21.51%) REST
4 56 (20.07%) HTML
5 53 (19.00%) Node.js
6 50 (17.92%) ASP.NET
7 47 (16.85%) ASP.NET Web API
8 44 (15.77%) JSON
9 43 (15.41%) ASP.NET MVC
9 43 (15.41%) RESTful
10 41 (14.70%) .NET Framework
11 36 (12.90%) Spring
12 31 (11.11%) .NET Core
12 31 (11.11%) CSS
13 29 (10.39%) HTML5
14 27 (9.68%) OAuth
15 24 (8.60%) Akka
16 22 (7.89%) SAML
17 21 (7.53%) Kafka
Miscellaneous
1 43 (15.41%) Computer Science
2 22 (7.89%) Analytical Skills
2 22 (7.89%) Greenfield Project
2 22 (7.89%) Mobile App
3 19 (6.81%) Data Structures
4 13 (4.66%) Public Cloud
5 12 (4.30%) Enterprise Software
6 9 (3.23%) NHS
7 8 (2.87%) Acoustics
7 8 (2.87%) e-Learning
7 8 (2.87%) Fintech
8 7 (2.51%) Algorithms
8 7 (2.51%) Embedded Systems
9 6 (2.15%) Virtual Team
10 5 (1.79%) Cloud Native
10 5 (1.79%) Distributed Denial-of-Service
10 5 (1.79%) Online Games
10 5 (1.79%) Private Cloud
10 5 (1.79%) User Experience
11 4 (1.43%) Social Media
Operating Systems
1 28 (10.04%) Linux
2 13 (4.66%) Windows
3 9 (3.23%) Unix
4 6 (2.15%) Android
4 6 (2.15%) Apple iOS
5 2 (0.72%) Windows Server
6 1 (0.36%) CentOS
6 1 (0.36%) Mac OS X
6 1 (0.36%) Ubuntu
6 1 (0.36%) Windows 10
6 1 (0.36%) Windows 8
6 1 (0.36%) Windows Server 2012
Processes & Methodologies
1 163 (58.42%) Agile Software Development
2 84 (30.11%) TDD
3 70 (25.09%) DevOps
4 65 (23.30%) Microservices
5 63 (22.58%) MVC
6 62 (22.22%) Software Engineering
7 47 (16.85%) OO
8 43 (15.41%) Machine Learning
9 36 (12.90%) User Stories
10 33 (11.83%) Mentoring
10 33 (11.83%) Web Development
11 32 (11.47%) Continuous Delivery
11 32 (11.47%) Scrum
12 28 (10.04%) Analytics
13 27 (9.68%) Business Intelligence
14 26 (9.32%) Continuous Integration
14 26 (9.32%) Deployment Automation
14 26 (9.32%) SOLID
15 25 (8.96%) Artificial Intelligence
16 24 (8.60%) Coaching
Programming Languages
1 149 (53.41%) SQL
2 119 (42.65%) JavaScript
3 114 (40.86%) Java
4 108 (38.71%) C#
5 90 (32.26%) Python
6 49 (17.56%) T-SQL
7 38 (13.62%) Scala
8 35 (12.54%) C++
9 32 (11.47%) TypeScript
10 23 (8.24%) PowerShell
10 23 (8.24%) Ruby
11 17 (6.09%) Java 8
12 13 (4.66%) Go
13 12 (4.30%) Bash Shell
13 12 (4.30%) VBA
14 8 (2.87%) C
14 8 (2.87%) PHP
15 6 (2.15%) PL/SQL
15 6 (2.15%) VB
16 3 (1.08%) R
Qualifications
1 44 (15.77%) Degree
2 22 (7.89%) Computer Science Degree
3 6 (2.15%) DV Cleared
3 6 (2.15%) ISTQB
3 6 (2.15%) Security Cleared
4 4 (1.43%) PhD
5 2 (0.72%) ITIL Certification
5 2 (0.72%) Sun Certification
6 1 (0.36%) CISSP
Quality Assurance & Compliance
1 5 (1.79%) PCI DSS
2 3 (1.08%) GDPR
2 3 (1.08%) QA
3 2 (0.72%) COBIT
4 1 (0.36%) PSD2
System Software
1 33 (11.83%) Docker
2 3 (1.08%) HDFS
3 1 (0.36%) Active Directory
3 1 (0.36%) Apache Flume
3 1 (0.36%) Apache ZooKeeper
3 1 (0.36%) Samba
3 1 (0.36%) VMware ESXi
3 1 (0.36%) VMware Infrastructure
Systems Management
1 10 (3.58%) Kubernetes
2 7 (2.51%) Opscode Chef
2 7 (2.51%) Puppet
3 6 (2.15%) HP ALM
4 5 (1.79%) Ansible
5 4 (1.43%) Grafana
6 1 (0.36%) Nagios
6 1 (0.36%) Prometheus
Vendors
1 46 (16.49%) Microsoft
2 21 (7.53%) Oracle
3 17 (6.09%) New Relic
4 15 (5.38%) Tableau
5 12 (4.30%) Google
6 6 (2.15%) Atlassian
6 6 (2.15%) HP
6 6 (2.15%) WorldPay
7 5 (1.79%) BT
8 4 (1.43%) Apple
8 4 (1.43%) Cognizant
8 4 (1.43%) Facebook
8 4 (1.43%) PagerDuty
8 4 (1.43%) Sony
8 4 (1.43%) Yahoo!
9 3 (1.08%) Alteryx
10 2 (0.72%) Hortonworks
10 2 (0.72%) VMware
11 1 (0.36%) Talend
11 1 (0.36%) Teradata