Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > East of England
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 74 82 101
Rank change year-on-year +8 +19 +42
Permanent jobs citing NoSQL 458 425 403
As % of all permanent IT jobs advertised in the East of England 3.75% 3.48% 2.85%
As % of the Database & Business Intelligence category 13.07% 12.46% 10.59%
Number of salaries quoted 403 388 383
East of England median annual salary £52,500 £52,500 £55,000
Median salary % change year-on-year - -4.55% +10.00%
10th Percentile £31,250 £32,750 £36,250
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 3,503 3,410 3,805
As % of all permanent IT jobs advertised in the East of England 28.71% 27.95% 26.91%
Number of salaries quoted 2,873 2,848 3,202
East of England median annual salary £47,500 £44,500 £44,500
Median salary % change year-on-year +6.74% - +4.71%
10th Percentile £30,000 £29,000 £26,250
90th Percentile £70,000 £63,400 £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 21 June 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 21 June 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 +10 178 £50,000 -4.76% 10
Cambridgeshire -23 137 £45,000 -10.00% 29
Essex +25 68 £60,000 +9.09% 3
Suffolk +41 59 £60,000 +9.09% 2
Bedfordshire -5 13 £32,500 -18.75% 1
Norfolk +12 3 £46,250 +2.78%
NoSQL
England

For the 6 months to 21 June 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.

1 236 (51.53%) Agile Software Development
2 191 (41.70%) SQL
3 168 (36.68%) Amazon AWS
4 166 (36.24%) .NET
5 159 (34.72%) TDD
6 151 (32.97%) Java
7 143 (31.22%) C#
7 143 (31.22%) SQL Server
8 134 (29.26%) Web Services
9 133 (29.04%) JavaScript
10 127 (27.73%) Microsoft Azure
11 125 (27.29%) Git (software)
11 125 (27.29%) MVC
12 124 (27.07%) RESTful
13 119 (25.98%) Node.js
14 103 (22.49%) Ruby
15 101 (22.05%) MongoDB
16 94 (20.52%) ASP.NET
16 94 (20.52%) Python
17 93 (20.31%) ASP.NET Web API
18 91 (19.87%) ASP.NET MVC
18 91 (19.87%) AngularJS
19 86 (18.78%) DevOps
20 84 (18.34%) Microservices
20 84 (18.34%) Software Engineering
21 83 (18.12%) Computer Science
22 80 (17.47%) BDD
23 77 (16.81%) Web Application Development
24 76 (16.59%) Finance
25 75 (16.38%) Docker

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 34 (7.42%) Apache Spark
2 18 (3.93%) Apache
2 18 (3.93%) Elasticsearch
3 17 (3.71%) Tomcat
3 17 (3.71%) WebSphere
4 15 (3.28%) Confluence
4 15 (3.28%) JBoss
5 13 (2.84%) Apache Pig
6 11 (2.40%) Oracle SOA Suite
6 11 (2.40%) WebLogic
7 10 (2.18%) Mule
7 10 (2.18%) Mule ESB
8 9 (1.97%) OpenStack
9 8 (1.75%) CMS
9 8 (1.75%) Oracle Application Server
9 8 (1.75%) Umbraco
10 4 (0.87%) Apache Geronimo
10 4 (0.87%) GlassFish
11 3 (0.66%) WebSphere Application Server
12 2 (0.44%) IIS
Applications
1 6 (1.31%) Microsoft Excel
2 4 (0.87%) Weka
3 2 (0.44%) Microsoft PowerPoint
Business Applications
1 23 (5.02%) Payment Gateway
2 1 (0.22%) Oracle EBS
Cloud Services
1 168 (36.68%) Amazon AWS
2 127 (27.73%) Microsoft Azure
3 29 (6.33%) Azure Data Factory
4 24 (5.24%) GitHub
5 23 (5.02%) OpenShift
6 21 (4.59%) Cloud Computing
6 21 (4.59%) Google Cloud Platform
7 19 (4.15%) Serverless
8 17 (3.71%) SaaS
9 14 (3.06%) AWS CloudFormation
10 9 (1.97%) Boomi
10 9 (1.97%) IaaS
11 6 (1.31%) AWS CloudTrail
11 6 (1.31%) Runscope
12 4 (0.87%) Trello
13 1 (0.22%) Adobe Analytics
13 1 (0.22%) Datadog
13 1 (0.22%) Google Analytics
13 1 (0.22%) npm
Communications & Networking
1 21 (4.59%) HTTP
2 16 (3.49%) SAN
3 15 (3.28%) TCP/IP
4 13 (2.84%) DNS
5 11 (2.40%) Firewall
5 11 (2.40%) VPN
6 10 (2.18%) Reverse Proxy
7 8 (1.75%) Kerberos
8 7 (1.53%) SMS
9 5 (1.09%) Internet
10 2 (0.44%) NAS
10 2 (0.44%) SNMP
10 2 (0.44%) Wi-Fi
11 1 (0.22%) Broadband
11 1 (0.22%) FTP
Database & Business Intelligence
1 143 (31.22%) SQL Server
2 101 (22.05%) MongoDB
3 72 (15.72%) SQL Server 2016
4 60 (13.10%) Relational Database
5 59 (12.88%) Apache Cassandra
6 51 (11.14%) MySQL
7 44 (9.61%) Big Data
8 39 (8.52%) PostgreSQL
9 38 (8.30%) SQL Server Integration Services
9 38 (8.30%) SQL Server Reporting Services
10 37 (8.08%) SQL Server Analysis Services
11 31 (6.77%) HDInsight
12 29 (6.33%) Data Lake
13 22 (4.80%) Hadoop
14 20 (4.37%) Data Warehouse
14 20 (4.37%) HBase
15 19 (4.15%) RDBMS
16 17 (3.71%) Amazon DynamoDB
17 15 (3.28%) Apache Hive
17 15 (3.28%) Neo4j
Development Applications
1 125 (27.29%) Git (software)
2 51 (11.14%) Jenkins
3 44 (9.61%) JIRA
4 23 (5.02%) Cucumber
4 23 (5.02%) Sonatype Nexus
5 17 (3.71%) Subversion
6 16 (3.49%) Maven
7 14 (3.06%) LabVIEW
8 13 (2.84%) Gradle
9 10 (2.18%) Ant
9 10 (2.18%) Selenium
9 10 (2.18%) SoapUI
10 9 (1.97%) Jasmine
10 9 (1.97%) Log4Net
10 9 (1.97%) NUnit
11 8 (1.75%) Grunt
12 6 (1.31%) Vagrant
13 5 (1.09%) Redmine
14 4 (0.87%) Appium
14 4 (0.87%) VersionOne
General
1 76 (16.59%) Finance
2 36 (7.86%) Games
3 26 (5.68%) Telecoms
4 22 (4.80%) Marketing
5 17 (3.71%) Retail
6 11 (2.40%) Legal
7 10 (2.18%) Music Industry
8 7 (1.53%) Manufacturing
8 7 (1.53%) Pharmaceutical
9 4 (0.87%) Automotive
10 2 (0.44%) Banking
10 2 (0.44%) Publishing
11 1 (0.22%) Advertising
Job Titles
1 251 (54.80%) Developer
2 115 (25.11%) .NET Developer
3 77 (16.81%) Java Developer
4 64 (13.97%) Senior Developer
5 44 (9.61%) Software Developer
6 43 (9.39%) DBA
7 37 (8.08%) Software Engineer
8 36 (7.86%) Architect
9 31 (6.77%) SQL DBA
10 30 (6.55%) Senior Java Developer
11 28 (6.11%) .NET Software Developer
12 27 (5.90%) Administrator
13 23 (5.02%) C# Developer
14 22 (4.80%) Java Scala Developer
14 22 (4.80%) Lead Developer
14 22 (4.80%) Scala Developer
14 22 (4.80%) Senior Java Scala Developer
14 22 (4.80%) Senior Scala Developer
15 21 (4.59%) Java Engineer
15 21 (4.59%) Team Leader
Libraries, Frameworks & Software Standards
1 166 (36.24%) .NET
2 134 (29.26%) Web Services
3 124 (27.07%) RESTful
4 119 (25.98%) Node.js
5 94 (20.52%) ASP.NET
6 93 (20.31%) ASP.NET Web API
7 91 (19.87%) AngularJS
7 91 (19.87%) ASP.NET MVC
8 74 (16.16%) WCF
9 69 (15.07%) ASP.NET MVC 5
10 66 (14.41%) .NET Framework
11 52 (11.35%) Spring
12 49 (10.70%) HTML
13 48 (10.48%) Akka
14 46 (10.04%) REST
15 40 (8.73%) CSS
16 39 (8.52%) JSON
17 33 (7.21%) Code First Entity Framework
17 33 (7.21%) Entity Framework
18 32 (6.99%) SOAP
Miscellaneous
1 83 (18.12%) Computer Science
2 32 (6.99%) Analytical Skills
3 25 (5.46%) Private Cloud
4 23 (5.02%) Distributed Denial-of-Service
4 23 (5.02%) Online Games
5 22 (4.80%) Fintech
6 21 (4.59%) Mobile App
7 20 (4.37%) Greenfield Project
8 18 (3.93%) Data Structures
9 17 (3.71%) e-Learning
9 17 (3.71%) Self-Motivation
10 15 (3.28%) Replication
11 14 (3.06%) Enterprise Software
11 14 (3.06%) User Experience
12 9 (1.97%) Acoustics
13 6 (1.31%) Algorithms
14 5 (1.09%) DataPower
14 5 (1.09%) Life Science
14 5 (1.09%) NHS
15 4 (0.87%) Embedded Systems
Operating Systems
1 61 (13.32%) Linux
2 45 (9.83%) Android
2 45 (9.83%) Apple iOS
3 32 (6.99%) Unix
4 28 (6.11%) Windows
5 5 (1.09%) CentOS
6 3 (0.66%) Windows Server
7 2 (0.44%) Mac OS
7 2 (0.44%) Ubuntu
7 2 (0.44%) Windows Server 2012
8 1 (0.22%) Windows 10
8 1 (0.22%) Windows 8
8 1 (0.22%) Windows Server 2008
Processes & Methodologies
1 236 (51.53%) Agile Software Development
2 159 (34.72%) TDD
3 125 (27.29%) MVC
4 86 (18.78%) DevOps
5 84 (18.34%) Microservices
5 84 (18.34%) Software Engineering
6 80 (17.47%) BDD
7 77 (16.81%) Web Application Development
8 69 (15.07%) Business Intelligence
9 64 (13.97%) OO
10 59 (12.88%) Continuous Integration
11 48 (10.48%) Performance Tuning
12 46 (10.04%) E-Commerce
13 45 (9.83%) Machine Learning
13 45 (9.83%) OOP
14 42 (9.17%) High Availability
14 42 (9.17%) Mentoring
15 36 (7.86%) Problem-Solving
16 35 (7.64%) Continuous Delivery
17 34 (7.42%) Test Automation
Programming Languages
1 191 (41.70%) SQL
2 151 (32.97%) Java
3 143 (31.22%) C#
4 133 (29.04%) JavaScript
5 103 (22.49%) Ruby
6 94 (20.52%) Python
7 68 (14.85%) Scala
8 54 (11.79%) T-SQL
9 46 (10.04%) PowerShell
10 42 (9.17%) C++
11 16 (3.49%) PL/SQL
11 16 (3.49%) TypeScript
12 10 (2.18%) C
12 10 (2.18%) Shell Script
13 9 (1.97%) Bash Shell
14 6 (1.31%) ES6
14 6 (1.31%) Go
14 6 (1.31%) VBA
15 5 (1.09%) PHP
16 4 (0.87%) XQuery
Qualifications
1 66 (14.41%) Degree
2 25 (5.46%) Computer Science Degree
3 11 (2.40%) Sun Certification
4 9 (1.97%) ITIL Certification
5 6 (1.31%) PhD
6 3 (0.66%) Oracle Certification
6 3 (0.66%) TOGAF Certification
7 1 (0.22%) CISA
7 1 (0.22%) CISMP
7 1 (0.22%) CISSP
7 1 (0.22%) DV Cleared
7 1 (0.22%) ISTQB
7 1 (0.22%) Security Cleared
Quality Assurance & Compliance
1 23 (5.02%) PCI DSS
2 21 (4.59%) GCP
2 21 (4.59%) QA
3 13 (2.84%) GDPR
4 3 (0.66%) COBIT
4 3 (0.66%) WAI
5 1 (0.22%) SLA
System Software
1 75 (16.38%) Docker
2 11 (2.40%) HDFS
3 7 (1.53%) Apache Flume
4 4 (0.87%) vSphere
5 3 (0.66%) Active Directory
5 3 (0.66%) VMware ESXi
5 3 (0.66%) VMware Infrastructure
6 1 (0.22%) Samba
Systems Management
1 28 (6.11%) Opscode Chef
2 27 (5.90%) Puppet
3 11 (2.40%) Ansible
4 10 (2.18%) Terraform
5 9 (1.97%) Kubernetes
6 6 (1.31%) Single Sign-On
7 4 (0.87%) CA Service Virtualization
8 3 (0.66%) Data Guard
8 3 (0.66%) Oracle Enterprise Manager
8 3 (0.66%) Oracle RMAN
9 2 (0.44%) Grafana
9 2 (0.44%) Systems Management Server (SMS)
10 1 (0.22%) HAProxy
10 1 (0.22%) HP ALM
10 1 (0.22%) Nagios
10 1 (0.22%) Prometheus
Vendors
1 47 (10.26%) Oracle
2 46 (10.04%) Microsoft
3 23 (5.02%) WorldPay
4 20 (4.37%) Google
5 19 (4.15%) Tableau
6 12 (2.62%) IBM
7 10 (2.18%) WSO2
8 9 (1.97%) Dell
8 9 (1.97%) MuleSoft
8 9 (1.97%) New Relic
8 9 (1.97%) Talend
8 9 (1.97%) TIBCO
8 9 (1.97%) webMethods
9 8 (1.75%) SnapLogic
10 7 (1.53%) Cloudera
10 7 (1.53%) Hortonworks
10 7 (1.53%) MapR
11 6 (1.31%) AppDynamics
11 6 (1.31%) Splunk
11 6 (1.31%) VMware