Period
to 26 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 26 September 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 109 98 155
Rank change year-on-year -11 +57 +6
Permanent jobs citing NoSQL 804 923 798
As % of all permanent IT jobs advertised in the South East 2.72% 3.16% 2.23%
As % of the Database & Business Intelligence category 9.46% 10.16% 7.30%
Number of salaries quoted 719 787 736
South East median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +11.11%
10th Percentile £35,000 £33,750 £31,250
90th Percentile £77,500 £70,000 £68,750
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 South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 8,502 9,087 10,933
As % of all permanent IT jobs advertised in the South East 28.74% 31.10% 30.51%
Number of salaries quoted 7,156 7,753 9,623
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £70,000 £66,250 £65,000
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

NoSQL
Job Vacancy Trend in the South East

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

Job vacancy trend for NoSQL in the South East

NoSQL
Salary Trend in the South East

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

Salary trend for NoSQL in the South East

NoSQL
Salary Histogram in the South East

The salary distribution of IT jobs citing NoSQL in the South East over the 6 months to 26 September 2018.

Salary histogram for NoSQL in the South East

NoSQL
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the South East region over the 6 months to 26 September 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
Thames Valley -6 388 £55,000 - 40
Berkshire +14 235 £53,750 +3.37% 18
Hampshire -19 180 £50,000 +5.26% 19
Surrey +38 156 £47,500 -13.64% 32
Oxfordshire -18 98 £55,000 -4.35% 16
Buckinghamshire -50 55 £52,500 -4.55% 6
West Sussex -30 30 £52,500 -4.55% 7
Kent -5 25 £52,500 +23.53% 5
East Sussex -23 18 £50,000 -9.09% 3
Sussex -9 1 £47,500 -29.63%
NoSQL
England

For the 6 months to 26 September 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 South East region with a requirement for NoSQL.

1 487 (60.57%) Agile Software Development
2 340 (42.29%) Java
2 340 (42.29%) SQL
3 326 (40.55%) JavaScript
4 305 (37.94%) TDD
5 281 (34.95%) RESTful
6 270 (33.58%) Git (software)
7 258 (32.09%) Amazon AWS
8 247 (30.72%) C#
9 246 (30.60%) .NET
9 246 (30.60%) Python
10 245 (30.47%) SQL Server
11 225 (27.99%) MVC
12 220 (27.36%) BDD
13 213 (26.49%) Node.js
14 209 (26.00%) HTML
15 188 (23.38%) CSS
16 181 (22.51%) Software Engineering
16 181 (22.51%) Relational Database
17 179 (22.26%) Linux
18 177 (22.01%) MongoDB
19 174 (21.64%) Ruby
19 174 (21.64%) ASP.NET
20 166 (20.65%) Continuous Integration
21 165 (20.52%) Microservices
22 163 (20.27%) ASP.NET MVC
23 157 (19.53%) AngularJS
24 153 (19.03%) ASP.NET Web API
25 151 (18.78%) Spring
26 150 (18.66%) RDBMS

NoSQL
Co-occurring IT Skills in the South East 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 60 (7.46%) Elasticsearch
2 44 (5.47%) Apache Spark
3 36 (4.48%) OpenStack
4 30 (3.73%) IIS
5 25 (3.11%) Apache
6 17 (2.11%) Oracle SOA Suite
6 17 (2.11%) Tomcat
7 14 (1.74%) CMS
8 11 (1.37%) Apache Solr
9 10 (1.24%) nginx
10 9 (1.12%) JBoss
11 6 (0.75%) Confluence
11 6 (0.75%) IPython
12 5 (0.62%) Apache Pig
13 4 (0.50%) BizTalk Server
14 3 (0.37%) Drupal
14 3 (0.37%) lighttpd
15 2 (0.25%) NServiceBus
15 2 (0.25%) SAS
15 2 (0.25%) Tornado
Applications
1 3 (0.37%) Microsoft Project
2 2 (0.25%) Chatbot
2 2 (0.25%) Microsoft Excel
3 1 (0.12%) Microsoft Office
3 1 (0.12%) SPSS
Business Applications
1 5 (0.62%) Oracle Applications
2 1 (0.12%) Dynamics CRM
2 1 (0.12%) Payment Gateway
2 1 (0.12%) SAP BPC
Cloud Services
1 258 (32.09%) Amazon AWS
2 147 (18.28%) Microsoft Azure
3 45 (5.60%) Google Cloud Platform
4 31 (3.86%) SaaS
5 27 (3.36%) GitHub
6 26 (3.23%) OpenShift
7 20 (2.49%) PaaS
8 17 (2.11%) Google Analytics
9 15 (1.87%) Serverless
10 11 (1.37%) Cloud Computing
10 11 (1.37%) IaaS
11 7 (0.87%) Amazon EC2
12 6 (0.75%) Amazon S3
12 6 (0.75%) Amazon SQS
13 5 (0.62%) Amazon ElastiCache
13 5 (0.62%) Amazon ELB
13 5 (0.62%) AWS CloudFormation
13 5 (0.62%) AWS Elastic Beanstalk
13 5 (0.62%) Azure Active Directory
13 5 (0.62%) Heroku
Communications & Networking
1 20 (2.49%) Internet
2 14 (1.74%) AMQP
3 8 (1.00%) Network Security
4 4 (0.50%) HTTP
4 4 (0.50%) Intrusion Detection
4 4 (0.50%) VoIP
5 2 (0.25%) Bluetooth
5 2 (0.25%) TCP/IP
6 1 (0.12%) HTTPS
6 1 (0.12%) LTE
6 1 (0.12%) NAS
6 1 (0.12%) SAN
6 1 (0.12%) SMS
6 1 (0.12%) SSH
Database & Business Intelligence
1 245 (30.47%) SQL Server
2 181 (22.51%) Relational Database
3 177 (22.01%) MongoDB
4 150 (18.66%) RDBMS
5 127 (15.80%) Apache Cassandra
6 124 (15.42%) SQL Server 2016
7 107 (13.31%) MySQL
8 98 (12.19%) Big Data
9 80 (9.95%) Hadoop
10 76 (9.45%) PostgreSQL
11 48 (5.97%) Amazon DynamoDB
12 25 (3.11%) Redis
13 23 (2.86%) Data Warehouse
14 20 (2.49%) MariaDB
15 17 (2.11%) Azure SQL Database
16 14 (1.74%) Apache Hive
17 12 (1.49%) Amazon RDS
17 12 (1.49%) CouchDB
17 12 (1.49%) SQL Server Integration Services
18 10 (1.24%) Cosmos DB
Development Applications
1 270 (33.58%) Git (software)
2 78 (9.70%) Jenkins
3 48 (5.97%) JIRA
3 48 (5.97%) Subversion
4 37 (4.60%) Maven
5 34 (4.23%) Visual Studio
6 29 (3.61%) Team Foundation Server
7 28 (3.48%) Vagrant
8 20 (2.49%) Bitbucket
8 20 (2.49%) JUnit
9 18 (2.24%) Gradle
10 14 (1.74%) Cucumber
10 14 (1.74%) Selenium
11 11 (1.37%) Visual Studio Team System
12 10 (1.24%) Mockito
13 9 (1.12%) Gatling
14 7 (0.87%) Ant
14 7 (0.87%) Hudson
14 7 (0.87%) SpecFlow
15 6 (0.75%) JMeter
General
1 64 (7.96%) Retail
2 61 (7.59%) Marketing
3 51 (6.34%) Finance
4 39 (4.85%) Advertising
5 33 (4.10%) Telecoms
6 28 (3.48%) Electronics
7 19 (2.36%) Games
8 13 (1.62%) Publishing
9 12 (1.49%) Banking
10 8 (1.00%) Investment Banking
10 8 (1.00%) Manufacturing
11 7 (0.87%) Financial Institution
12 5 (0.62%) Music Industry
13 4 (0.50%) Law
14 2 (0.25%) Multimedia
15 1 (0.12%) Automotive
15 1 (0.12%) Back Office
15 1 (0.12%) Billing
15 1 (0.12%) Front Office
Job Titles
1 528 (65.67%) Developer
2 165 (20.52%) Java Developer
3 146 (18.16%) .NET Developer
4 90 (11.19%) Senior Developer
5 89 (11.07%) Software Engineer
6 59 (7.34%) .NET Software Developer
7 57 (7.09%) Python Developer
8 53 (6.59%) JavaScript Developer
9 49 (6.09%) C# Developer
10 48 (5.97%) Linux Developer
11 47 (5.85%) Software Developer
12 44 (5.47%) Java Engineer
13 38 (4.73%) Senior Java Developer
14 35 (4.35%) AWS Developer
14 35 (4.35%) Java Developer - Fintech
15 34 (4.23%) Architect
16 33 (4.10%) DevOps Engineer
17 30 (3.73%) Full Stack Developer
17 30 (3.73%) Web Developer
18 28 (3.48%) Data Engineer
Libraries, Frameworks & Software Standards
1 281 (34.95%) RESTful
2 246 (30.60%) .NET
3 213 (26.49%) Node.js
4 209 (26.00%) HTML
5 188 (23.38%) CSS
6 174 (21.64%) ASP.NET
7 163 (20.27%) ASP.NET MVC
8 157 (19.53%) AngularJS
9 153 (19.03%) ASP.NET Web API
10 151 (18.78%) Spring
11 139 (17.29%) .NET Framework
12 108 (13.43%) WCF
13 104 (12.94%) Web Services
14 100 (12.44%) ASP.NET MVC 5
15 90 (11.19%) Entity Framework
15 90 (11.19%) HTML5
16 81 (10.07%) Code First Entity Framework
17 78 (9.70%) REST
18 67 (8.33%) Spring Boot
19 58 (7.21%) jQuery
Miscellaneous
1 95 (11.82%) Computer Science
2 78 (9.70%) Greenfield Project
3 64 (7.96%) Analytical Skills
4 62 (7.71%) Fintech
5 61 (7.59%) Enterprise Software
6 29 (3.61%) Algorithms
7 25 (3.11%) Mobile App
7 25 (3.11%) Self-Motivation
8 17 (2.11%) Public Cloud
9 12 (1.49%) Data Structures
9 12 (1.49%) Management Information System
9 12 (1.49%) User Experience
9 12 (1.49%) Video on Demand
10 11 (1.37%) Data Centre
11 10 (1.24%) Linux Command Line
12 9 (1.12%) Social Network
13 7 (0.87%) NHS
14 6 (0.75%) Cloud Native
14 6 (0.75%) Replication
15 5 (0.62%) Digital Currency
Operating Systems
1 179 (22.26%) Linux
2 67 (8.33%) Windows
3 41 (5.10%) Unix
4 16 (1.99%) Android
5 14 (1.74%) Ubuntu
6 13 (1.62%) Apple iOS
6 13 (1.62%) Mac OS
7 9 (1.12%) Red Hat Enterprise Linux
8 5 (0.62%) Windows Server
9 4 (0.50%) CentOS
10 3 (0.37%) Debian
Processes & Methodologies
1 487 (60.57%) Agile Software Development
2 305 (37.94%) TDD
3 225 (27.99%) MVC
4 220 (27.36%) BDD
5 181 (22.51%) Software Engineering
6 166 (20.65%) Continuous Integration
7 165 (20.52%) Microservices
8 140 (17.41%) Web Application Development
9 138 (17.16%) DevOps
9 138 (17.16%) Scrum
10 86 (10.70%) OO
11 85 (10.57%) Analytics
12 73 (9.08%) Web Development
13 72 (8.96%) Problem-Solving
14 68 (8.46%) Test Automation
15 61 (7.59%) Machine Learning
16 58 (7.21%) SDLC
17 50 (6.22%) Kanban
18 46 (5.72%) Mentoring
19 45 (5.60%) Data Science
Programming Languages
1 340 (42.29%) Java
1 340 (42.29%) SQL
2 326 (40.55%) JavaScript
3 247 (30.72%) C#
4 246 (30.60%) Python
5 174 (21.64%) Ruby
6 86 (10.70%) Java 8
7 53 (6.59%) T-SQL
8 44 (5.47%) TypeScript
9 43 (5.35%) Scala
10 42 (5.22%) PHP
11 30 (3.73%) C
11 30 (3.73%) ES6
12 27 (3.36%) Bash Shell
13 25 (3.11%) Go
14 23 (2.86%) R
15 22 (2.74%) PowerShell
16 21 (2.61%) C++
16 21 (2.61%) F#
16 21 (2.61%) Perl
Qualifications
1 103 (12.81%) Degree
2 46 (5.72%) Computer Science Degree
3 21 (2.61%) Security Cleared
4 11 (1.37%) PhD
5 7 (0.87%) Master's Degree
6 6 (0.75%) Microsoft Certification
7 5 (0.62%) Numerate Degree
8 3 (0.37%) RHCE
8 3 (0.37%) TOGAF Certification
8 3 (0.37%) VCP6
8 3 (0.37%) VMware Certified Professional (VCP)
9 2 (0.25%) MBA
10 1 (0.12%) AWS Certification
10 1 (0.12%) DV Cleared
10 1 (0.12%) OCA
10 1 (0.12%) Oracle Certification
10 1 (0.12%) PMI Certification
Quality Assurance & Compliance
1 22 (2.74%) QA
2 12 (1.49%) Data Quality
3 9 (1.12%) ISO/IEC 27001
4 8 (1.00%) PCI DSS
5 6 (0.75%) ISO 9001
6 5 (0.62%) PA-DSS
6 5 (0.62%) SLA
7 4 (0.50%) ISO 14001
8 3 (0.37%) GDPR
8 3 (0.37%) HL7
9 2 (0.25%) WCAG
System Software
1 129 (16.04%) Docker
2 27 (3.36%) VMware Infrastructure
3 8 (1.00%) Active Directory
3 8 (1.00%) KVM
4 5 (0.62%) oVirt
5 4 (0.50%) HDFS
6 3 (0.37%) Apache ZooKeeper
7 2 (0.25%) Varnish
8 1 (0.12%) Firmware
8 1 (0.12%) VirtualBox
8 1 (0.12%) zsh
Systems Management
1 76 (9.45%) Kubernetes
2 67 (8.33%) Ansible
3 58 (7.21%) Opscode Chef
4 40 (4.98%) Puppet
5 27 (3.36%) Terraform
6 9 (1.12%) Docker Swarm
6 9 (1.12%) Kibana
7 7 (0.87%) logstash
8 6 (0.75%) Grafana
8 6 (0.75%) Nagios
9 5 (0.62%) Graylog
9 5 (0.62%) PingFederate
9 5 (0.62%) Prometheus
9 5 (0.62%) rkt
10 4 (0.50%) Nessus
10 4 (0.50%) Rundeck
11 2 (0.25%) Ambari
11 2 (0.25%) Hadoop YARN
11 2 (0.25%) Marathon
11 2 (0.25%) ZABBIX
Vendors
1 88 (10.95%) Microsoft
2 68 (8.46%) Oracle
3 46 (5.72%) Google
4 31 (3.86%) VMware
5 20 (2.49%) Atlassian
6 11 (1.37%) SAP
6 11 (1.37%) Talend
7 10 (1.24%) Ab Initio
8 9 (1.12%) Facebook
9 6 (0.75%) MicroStrategy
10 5 (0.62%) Birst
10 5 (0.62%) Databricks
10 5 (0.62%) Red Hat
10 5 (0.62%) SaltStack
10 5 (0.62%) Splunk
10 5 (0.62%) Xamarin
10 5 (0.62%) Yahoo!
11 4 (0.50%) Informatica
12 3 (0.37%) IBM
12 3 (0.37%) Tableau