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

NoSQL
England > East of England
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 92 87 121
Rank change year-on-year -5 +34 +20
Permanent jobs citing NoSQL 354 422 338
As % of all permanent IT jobs advertised in the East of England 3.08% 3.48% 2.49%
As % of the Database & Business Intelligence category 10.95% 12.39% 9.19%
Number of salaries quoted 311 383 314
East of England median annual salary £55,000 £52,500 £50,500
Median salary % change year-on-year +4.76% +3.96% +1.00%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £75,000 £72,500 £72,500
England median annual salary £55,000 £55,000 £55,000

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 3,232 3,405 3,679
As % of all permanent IT jobs advertised in the East of England 28.10% 28.10% 27.07%
Number of salaries quoted 2,600 2,848 3,139
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £29,675 £27,200
90th Percentile £72,500 £65,000 £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 16 August 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 August 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 -20 132 £52,500 - 11
Cambridgeshire -2 123 £50,000 - 30
Suffolk +48 55 £60,000 +20.00% 4
Essex -1 26 £60,000 +9.09% 3
Bedfordshire -5 13 £32,500 -18.75% 1
Norfolk +18 5 £38,000 -41.54% 3
NoSQL
England

For the 6 months to 16 August 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.

1 204 (57.63%) Agile Software Development
2 172 (48.59%) SQL
3 146 (41.24%) Java
4 139 (39.27%) Amazon AWS
5 126 (35.59%) JavaScript
6 120 (33.90%) Microsoft Azure
7 116 (32.77%) .NET
8 115 (32.49%) Web Services
9 114 (32.20%) TDD
10 108 (30.51%) C#
11 103 (29.10%) Python
11 103 (29.10%) AngularJS
12 90 (25.42%) DevOps
13 87 (24.58%) SQL Server
14 84 (23.73%) Microservices
15 83 (23.45%) Software Engineering
16 77 (21.75%) MVC
17 76 (21.47%) RESTful
17 76 (21.47%) MongoDB
18 75 (21.19%) Git (software)
19 69 (19.49%) Node.js
20 64 (18.08%) Computer Science
21 60 (16.95%) Scala
21 60 (16.95%) ASP.NET
22 58 (16.38%) ASP.NET Web API
23 57 (16.10%) Finance
24 55 (15.54%) .NET Framework
25 54 (15.25%) ASP.NET MVC
25 54 (15.25%) Docker
25 54 (15.25%) Ruby

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 (8.47%) Apache Spark
2 26 (7.34%) Confluence
3 20 (5.65%) Apache
4 17 (4.80%) Elasticsearch
5 13 (3.67%) Tomcat
6 12 (3.39%) WebSphere
7 11 (3.11%) JBoss
7 11 (3.11%) Oracle SOA Suite
8 10 (2.82%) Mule
8 10 (2.82%) Mule ESB
8 10 (2.82%) OpenStack
9 9 (2.54%) WebLogic
10 8 (2.26%) Oracle Application Server
11 5 (1.41%) CMS
12 4 (1.13%) Umbraco
13 3 (0.85%) Apache Pig
13 3 (0.85%) WebSphere Application Server
14 2 (0.56%) Apache Geronimo
14 2 (0.56%) GlassFish
15 1 (0.28%) NServiceBus
Applications
1 11 (3.11%) Microsoft Excel
2 2 (0.56%) Weka
3 1 (0.28%) Microsoft PowerPoint
Business Applications
1 16 (4.52%) Payment Gateway
Cloud Services
1 139 (39.27%) Amazon AWS
2 120 (33.90%) Microsoft Azure
3 22 (6.21%) Google Cloud Platform
4 18 (5.08%) Serverless
5 17 (4.80%) GitHub
6 16 (4.52%) Azure Data Factory
6 16 (4.52%) OpenShift
7 14 (3.95%) Cloud Computing
8 12 (3.39%) SaaS
9 11 (3.11%) AWS CloudFormation
10 9 (2.54%) Boomi
11 6 (1.69%) AWS CloudTrail
11 6 (1.69%) Runscope
12 5 (1.41%) IaaS
13 4 (1.13%) Trello
14 1 (0.28%) Adobe Analytics
14 1 (0.28%) Datadog
14 1 (0.28%) Google Analytics
14 1 (0.28%) npm
Communications & Networking
1 29 (8.19%) HTTP
2 10 (2.82%) TCP/IP
3 9 (2.54%) SAN
4 8 (2.26%) Kerberos
5 7 (1.98%) DNS
5 7 (1.98%) Firewall
5 7 (1.98%) SMS
5 7 (1.98%) VPN
6 6 (1.69%) Reverse Proxy
7 5 (1.41%) Broadband
8 3 (0.85%) Internet
8 3 (0.85%) SNMP
9 2 (0.56%) NAS
10 1 (0.28%) FTP
Database & Business Intelligence
1 87 (24.58%) SQL Server
2 76 (21.47%) MongoDB
3 52 (14.69%) MySQL
4 46 (12.99%) Relational Database
5 45 (12.71%) Apache Cassandra
6 33 (9.32%) PostgreSQL
7 32 (9.04%) SQL Server 2016
8 29 (8.19%) Big Data
8 29 (8.19%) SQL Server Analysis Services
8 29 (8.19%) SQL Server Reporting Services
9 26 (7.34%) SQL Server Integration Services
10 22 (6.21%) Data Warehouse
11 16 (4.52%) Data Lake
12 14 (3.95%) HBase
13 13 (3.67%) Hadoop
13 13 (3.67%) HDInsight
13 13 (3.67%) OLAP
14 11 (3.11%) Neo4j
15 10 (2.82%) Amazon DynamoDB
15 10 (2.82%) Power BI
Development Applications
1 75 (21.19%) Git (software)
2 45 (12.71%) JIRA
3 41 (11.58%) Jenkins
4 26 (7.34%) Maven
5 19 (5.37%) LabVIEW
6 17 (4.80%) Gradle
7 16 (4.52%) Cucumber
7 16 (4.52%) Sonatype Nexus
8 14 (3.95%) Jasmine
8 14 (3.95%) Log4Net
8 14 (3.95%) NUnit
8 14 (3.95%) SoapUI
9 13 (3.67%) Subversion
10 10 (2.82%) Redmine
11 9 (2.54%) Selenium
11 9 (2.54%) Vagrant
12 8 (2.26%) Ant
13 7 (1.98%) Eclipse
14 6 (1.69%) JUnit
15 5 (1.41%) Visual Studio
General
1 57 (16.10%) Finance
2 31 (8.76%) Games
3 15 (4.24%) Retail
4 12 (3.39%) Telecoms
5 10 (2.82%) Manufacturing
6 8 (2.26%) Legal
7 6 (1.69%) Marketing
7 6 (1.69%) Pharmaceutical
8 5 (1.41%) Music Industry
9 4 (1.13%) Banking
9 4 (1.13%) Publishing
10 2 (0.56%) Automotive
10 2 (0.56%) Investment Banking
11 1 (0.28%) Advertising
Job Titles
1 200 (56.50%) Developer
2 71 (20.06%) Java Developer
3 66 (18.64%) .NET Developer
4 65 (18.36%) Senior Developer
5 48 (13.56%) Software Engineer
6 46 (12.99%) Software Developer
7 27 (7.63%) Senior Java Developer
8 26 (7.34%) Java Engineer
9 22 (6.21%) Programmer
10 21 (5.93%) Architect
10 21 (5.93%) Development Team Leader
10 21 (5.93%) Java Software Engineer
10 21 (5.93%) Senior Software Developer
10 21 (5.93%) Team Leader
11 20 (5.65%) DBA
12 19 (5.37%) Business Intelligence Developer
12 19 (5.37%) Java Programmer
13 18 (5.08%) Lead Developer
14 17 (4.80%) Java Software Developer
14 17 (4.80%) Java Team Leader
Libraries, Frameworks & Software Standards
1 116 (32.77%) .NET
2 115 (32.49%) Web Services
3 103 (29.10%) AngularJS
4 76 (21.47%) RESTful
5 69 (19.49%) Node.js
6 60 (16.95%) ASP.NET
7 58 (16.38%) ASP.NET Web API
8 55 (15.54%) .NET Framework
9 54 (15.25%) ASP.NET MVC
10 53 (14.97%) HTML
11 51 (14.41%) REST
12 50 (14.12%) Spring
13 46 (12.99%) JSON
14 40 (11.30%) Akka
15 35 (9.89%) CSS
16 31 (8.76%) WCF
17 27 (7.63%) ASP.NET MVC 5
18 26 (7.34%) .NET Core
19 24 (6.78%) HTML5
19 24 (6.78%) SOAP
Miscellaneous
1 64 (18.08%) Computer Science
2 35 (9.89%) Analytical Skills
3 25 (7.06%) Greenfield Project
4 23 (6.50%) Data Structures
5 18 (5.08%) Fintech
6 16 (4.52%) Distributed Denial-of-Service
6 16 (4.52%) Online Games
6 16 (4.52%) Private Cloud
7 15 (4.24%) Mobile App
8 13 (3.67%) Self-Motivation
9 12 (3.39%) Enterprise Software
10 11 (3.11%) e-Learning
11 9 (2.54%) Acoustics
11 9 (2.54%) NHS
12 8 (2.26%) Replication
13 6 (1.69%) Algorithms
13 6 (1.69%) User Experience
14 5 (1.41%) Embedded Systems
14 5 (1.41%) Linux Command Line
14 5 (1.41%) Public Cloud
Operating Systems
1 46 (12.99%) Linux
2 24 (6.78%) Unix
3 20 (5.65%) Windows
4 18 (5.08%) Android
4 18 (5.08%) Apple iOS
5 3 (0.85%) CentOS
6 2 (0.56%) Ubuntu
6 2 (0.56%) Windows Server
7 1 (0.28%) Windows 10
7 1 (0.28%) Windows 8
7 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 204 (57.63%) Agile Software Development
2 114 (32.20%) TDD
3 90 (25.42%) DevOps
4 84 (23.73%) Microservices
5 83 (23.45%) Software Engineering
6 77 (21.75%) MVC
7 50 (14.12%) Continuous Integration
8 47 (13.28%) Machine Learning
9 45 (12.71%) OO
10 44 (12.43%) BDD
11 41 (11.58%) Business Intelligence
11 41 (11.58%) Mentoring
12 40 (11.30%) E-Commerce
13 36 (10.17%) Scrum
13 36 (10.17%) Web Application Development
14 35 (9.89%) Continuous Delivery
15 34 (9.60%) SOA
16 31 (8.76%) High Availability
17 29 (8.19%) OOP
18 28 (7.91%) Artificial Intelligence
Programming Languages
1 172 (48.59%) SQL
2 146 (41.24%) Java
3 126 (35.59%) JavaScript
4 108 (30.51%) C#
5 103 (29.10%) Python
6 60 (16.95%) Scala
7 54 (15.25%) Ruby
8 48 (13.56%) T-SQL
9 38 (10.73%) C++
10 31 (8.76%) PowerShell
11 26 (7.34%) TypeScript
12 14 (3.95%) Java 8
13 13 (3.67%) Bash Shell
14 11 (3.11%) C
14 11 (3.11%) VBA
15 10 (2.82%) Go
16 9 (2.54%) PL/SQL
17 6 (1.69%) PHP
17 6 (1.69%) Shell Script
18 5 (1.41%) VB
Qualifications
1 49 (13.84%) Degree
2 22 (6.21%) Computer Science Degree
3 8 (2.26%) PhD
4 6 (1.69%) Sun Certification
5 5 (1.41%) DV Cleared
5 5 (1.41%) ISTQB
5 5 (1.41%) ITIL Certification
5 5 (1.41%) Security Cleared
6 3 (0.85%) TOGAF Certification
7 2 (0.56%) CISSP
8 1 (0.28%) CISA
8 1 (0.28%) CISMP
Quality Assurance & Compliance
1 22 (6.21%) GCP
2 16 (4.52%) PCI DSS
3 10 (2.82%) QA
4 9 (2.54%) GDPR
5 4 (1.13%) COBIT
6 2 (0.56%) WAI
System Software
1 54 (15.25%) Docker
2 3 (0.85%) Active Directory
3 2 (0.56%) HDFS
3 2 (0.56%) VMware Infrastructure
4 1 (0.28%) Apache Flume
4 1 (0.28%) Apache ZooKeeper
4 1 (0.28%) Samba
4 1 (0.28%) VMware ESXi
4 1 (0.28%) vSphere
Systems Management
1 21 (5.93%) Opscode Chef
1 21 (5.93%) Puppet
2 10 (2.82%) Ansible
2 10 (2.82%) Kubernetes
2 10 (2.82%) Terraform
3 5 (1.41%) HP ALM
4 4 (1.13%) CA Service Virtualization
5 3 (0.85%) Grafana
6 1 (0.28%) Nagios
6 1 (0.28%) Prometheus
6 1 (0.28%) Systems Management Server (SMS)
Vendors
1 47 (13.28%) Microsoft
2 35 (9.89%) Oracle
3 21 (5.93%) Google
4 16 (4.52%) WorldPay
5 14 (3.95%) New Relic
6 12 (3.39%) IBM
6 12 (3.39%) Tableau
7 10 (2.82%) WSO2
8 9 (2.54%) Dell
8 9 (2.54%) MuleSoft
8 9 (2.54%) Talend
8 9 (2.54%) TIBCO
8 9 (2.54%) webMethods
9 8 (2.26%) SnapLogic
10 6 (1.69%) AppDynamics
10 6 (1.69%) Splunk
11 5 (1.41%) Atlassian
11 5 (1.41%) BT
11 5 (1.41%) HP
12 4 (1.13%) Sony