Period
to 17 November 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 17 November 2018 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 121 94 156
Rank change year-on-year -27 +62 -1
Permanent jobs citing NoSQL 746 1,016 802
As % of all permanent IT jobs advertised in the South East 2.61% 3.32% 2.28%
As % of the Database & Business Intelligence category 8.98% 10.58% 7.77%
Number of salaries quoted 660 877 750
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 £32,500 £32,500
90th Percentile £77,500 £70,000 £70,000
England median annual salary £57,500 £56,250 £55,000
% change year-on-year +2.22% +2.27% -

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 8,311 9,601 10,327
As % of all permanent IT jobs advertised in the South East 29.06% 31.35% 29.35%
Number of salaries quoted 6,947 8,259 9,065
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £30,000 £27,500 £28,000
90th Percentile £72,250 £65,000 £65,000
England median annual salary £51,250 £50,000 £47,500
% change year-on-year +2.50% +5.26% +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 17 November 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 17 November 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 -33 329 £55,000 +8.91% 47
Hampshire +14 212 £50,000 +6.38% 29
Berkshire -15 204 £57,500 +21.05% 16
Surrey +37 128 £47,500 -16.67% 18
Oxfordshire -44 74 £55,000 - 16
Buckinghamshire -35 51 £52,500 -4.55% 15
West Sussex -24 43 £52,500 +16.67% 8
East Sussex -33 19 £53,500 -2.73% 5
Kent -19 9 £52,500 +23.53% 6
Sussex -2 1 - -
NoSQL
England

For the 6 months to 17 November 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.

1 449 (60.19%) Agile Software Development
2 332 (44.50%) SQL
3 316 (42.36%) Java
4 312 (41.82%) JavaScript
5 267 (35.79%) RESTful
6 243 (32.57%) TDD
7 241 (32.31%) Amazon AWS
8 238 (31.90%) Python
9 234 (31.37%) Git (software)
10 221 (29.62%) C#
11 213 (28.55%) .NET
12 210 (28.15%) Software Engineering
13 207 (27.75%) SQL Server
14 204 (27.35%) Microservices
15 187 (25.07%) Node.js
16 186 (24.93%) HTML
16 186 (24.93%) Linux
17 185 (24.80%) MongoDB
18 183 (24.53%) CSS
19 171 (22.92%) BDD
20 165 (22.12%) Microsoft Azure
21 163 (21.85%) Continuous Integration
22 161 (21.58%) Relational Database
23 159 (21.31%) MVC
24 150 (20.11%) Scrum
25 148 (19.84%) AngularJS
26 143 (19.17%) RDBMS
27 138 (18.50%) Ruby
28 136 (18.23%) Docker
28 136 (18.23%) DevOps

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 84 (11.26%) Elasticsearch
2 56 (7.51%) Apache Spark
3 35 (4.69%) OpenStack
4 31 (4.16%) Apache
5 22 (2.95%) IIS
6 19 (2.55%) Apache Solr
7 14 (1.88%) nginx
7 14 (1.88%) Tomcat
8 11 (1.47%) Apache Pig
9 9 (1.21%) CMS
9 9 (1.21%) Oracle SOA Suite
10 6 (0.80%) Confluence
10 6 (0.80%) IPython
11 5 (0.67%) JBoss
12 4 (0.54%) SharePoint
13 3 (0.40%) lighttpd
14 2 (0.27%) SAS
14 2 (0.27%) WebLogic
15 1 (0.13%) Liferay
15 1 (0.13%) Oracle Workflow
Applications
1 5 (0.67%) Microsoft Excel
2 4 (0.54%) Microsoft Office
3 3 (0.40%) Microsoft PowerPoint
4 2 (0.27%) Chatbot
4 2 (0.27%) SPSS
Business Applications
1 5 (0.67%) Oracle Applications
2 1 (0.13%) Payment Gateway
2 1 (0.13%) SAP BPC
Cloud Services
1 241 (32.31%) Amazon AWS
2 165 (22.12%) Microsoft Azure
3 51 (6.84%) GitHub
4 40 (5.36%) Google Cloud Platform
5 36 (4.83%) OpenShift
6 34 (4.56%) SaaS
7 28 (3.75%) PaaS
8 18 (2.41%) Cloud Computing
8 18 (2.41%) Serverless
9 15 (2.01%) Google Analytics
10 14 (1.88%) Amazon EC2
10 14 (1.88%) IaaS
11 11 (1.47%) Amazon S3
12 9 (1.21%) AWS Lambda
13 8 (1.07%) AWS CloudFormation
13 8 (1.07%) AWS Elastic Beanstalk
13 8 (1.07%) npm
14 7 (0.94%) Amazon ElastiCache
15 6 (0.80%) Amazon EMR
15 6 (0.80%) Cortana Intelligence Suite
Communications & Networking
1 14 (1.88%) Internet
2 9 (1.21%) AMQP
3 8 (1.07%) HTTP
4 4 (0.54%) Firewall
4 4 (0.54%) Intrusion Detection
4 4 (0.54%) SNMP
4 4 (0.54%) VPN
5 2 (0.27%) Bluetooth
5 2 (0.27%) HTTPS
5 2 (0.27%) Network Security
5 2 (0.27%) SAN
5 2 (0.27%) VoIP
6 1 (0.13%) NAS
6 1 (0.13%) SSH
6 1 (0.13%) TCP/IP
Database & Business Intelligence
1 207 (27.75%) SQL Server
2 185 (24.80%) MongoDB
3 161 (21.58%) Relational Database
4 143 (19.17%) RDBMS
5 124 (16.62%) Apache Cassandra
6 109 (14.61%) Big Data
7 102 (13.67%) MySQL
8 91 (12.20%) Hadoop
9 86 (11.53%) SQL Server 2016
10 62 (8.31%) PostgreSQL
11 43 (5.76%) Amazon DynamoDB
12 29 (3.89%) Data Warehouse
13 26 (3.49%) Redis
14 19 (2.55%) CouchDB
15 16 (2.14%) MariaDB
16 15 (2.01%) Apache Hive
16 15 (2.01%) Data Lake
17 13 (1.74%) Amazon RDS
18 11 (1.47%) Azure SQL Database
19 10 (1.34%) SQL Server Analysis Services
Development Applications
1 234 (31.37%) Git (software)
2 96 (12.87%) Jenkins
3 50 (6.70%) Subversion
4 47 (6.30%) Maven
5 43 (5.76%) JIRA
6 35 (4.69%) Visual Studio
7 34 (4.56%) Vagrant
8 28 (3.75%) Team Foundation Server
9 23 (3.08%) Cucumber
10 22 (2.95%) Bitbucket
11 20 (2.68%) Gradle
12 18 (2.41%) JUnit
13 15 (2.01%) Atlassian Bamboo
14 13 (1.74%) GitLab
14 13 (1.74%) Mockito
15 12 (1.61%) Selenium
15 12 (1.61%) Sonatype Nexus
16 9 (1.21%) Visual Studio Team System
17 8 (1.07%) Ant
17 8 (1.07%) Grunt
General
1 72 (9.65%) Finance
2 62 (8.31%) Retail
3 52 (6.97%) Marketing
4 42 (5.63%) Telecoms
5 29 (3.89%) Electronics
6 24 (3.22%) Advertising
6 24 (3.22%) Games
7 13 (1.74%) Banking
8 10 (1.34%) Investment Banking
8 10 (1.34%) Publishing
9 9 (1.21%) Manufacturing
10 8 (1.07%) Financial Institution
11 4 (0.54%) Legal
12 3 (0.40%) Law
12 3 (0.40%) Music Industry
13 2 (0.27%) Multimedia
14 1 (0.13%) Automotive
14 1 (0.13%) Front Office
14 1 (0.13%) Local Government
Job Titles
1 463 (62.06%) Developer
2 142 (19.03%) Java Developer
3 118 (15.82%) .NET Developer
4 116 (15.55%) Software Engineer
5 83 (11.13%) Senior Developer
6 60 (8.04%) .NET Software Developer
7 56 (7.51%) C# Developer
8 52 (6.97%) Python Developer
9 45 (6.03%) Linux Developer
10 40 (5.36%) DevOps Engineer
10 40 (5.36%) JavaScript Developer
11 37 (4.96%) Architect
11 37 (4.96%) Software Developer
12 34 (4.56%) Python Engineer
13 32 (4.29%) Senior Java Developer
14 30 (4.02%) AWS Developer
14 30 (4.02%) C# .NET Developer
14 30 (4.02%) Front End Developer (Client-Side Developer)
14 30 (4.02%) Java Engineer
14 30 (4.02%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 267 (35.79%) RESTful
2 213 (28.55%) .NET
3 187 (25.07%) Node.js
4 186 (24.93%) HTML
5 183 (24.53%) CSS
6 148 (19.84%) AngularJS
7 130 (17.43%) ASP.NET
8 122 (16.35%) Spring
9 121 (16.22%) ASP.NET MVC
10 118 (15.82%) ASP.NET Web API
11 109 (14.61%) .NET Framework
12 97 (13.00%) HTML5
13 90 (12.06%) Web Services
14 70 (9.38%) REST
14 70 (9.38%) WCF
15 66 (8.85%) Entity Framework
16 64 (8.58%) ASP.NET MVC 5
17 59 (7.91%) Spring Boot
18 58 (7.77%) CSS3
19 57 (7.64%) Code First Entity Framework
Miscellaneous
1 101 (13.54%) Computer Science
2 67 (8.98%) Greenfield Project
3 52 (6.97%) Analytical Skills
4 47 (6.30%) Enterprise Software
5 45 (6.03%) Fintech
6 27 (3.62%) Algorithms
7 23 (3.08%) Video on Demand
8 22 (2.95%) Self-Motivation
9 18 (2.41%) Cloud Native
9 18 (2.41%) Mobile App
10 16 (2.14%) Public Cloud
11 13 (1.74%) Client/Server
11 13 (1.74%) Management Information System
12 12 (1.61%) Data Structures
12 12 (1.61%) User Experience
13 10 (1.34%) Data Centre
13 10 (1.34%) Linux Command Line
14 7 (0.94%) NHS
15 5 (0.67%) Digital Currency
15 5 (0.67%) Internet of Things
Operating Systems
1 186 (24.93%) Linux
2 62 (8.31%) Windows
3 54 (7.24%) Unix
4 20 (2.68%) Red Hat Enterprise Linux
5 15 (2.01%) CentOS
6 12 (1.61%) Android
6 12 (1.61%) Apple iOS
7 7 (0.94%) Ubuntu
8 2 (0.27%) Windows Server
9 1 (0.13%) Debian
9 1 (0.13%) Mac OS
Processes & Methodologies
1 449 (60.19%) Agile Software Development
2 243 (32.57%) TDD
3 210 (28.15%) Software Engineering
4 204 (27.35%) Microservices
5 171 (22.92%) BDD
6 163 (21.85%) Continuous Integration
7 159 (21.31%) MVC
8 150 (20.11%) Scrum
9 136 (18.23%) DevOps
10 104 (13.94%) Web Application Development
11 97 (13.00%) Analytics
12 85 (11.39%) Test Automation
13 77 (10.32%) OO
14 72 (9.65%) Open Source
14 72 (9.65%) Web Development
15 64 (8.58%) Problem-Solving
16 56 (7.51%) Kanban
17 55 (7.37%) Continuous Delivery
18 54 (7.24%) Machine Learning
18 54 (7.24%) Mentoring
Programming Languages
1 332 (44.50%) SQL
2 316 (42.36%) Java
3 312 (41.82%) JavaScript
4 238 (31.90%) Python
5 221 (29.62%) C#
6 138 (18.50%) Ruby
7 79 (10.59%) Java 8
8 47 (6.30%) T-SQL
9 41 (5.50%) TypeScript
10 39 (5.23%) PHP
11 38 (5.09%) Scala
12 32 (4.29%) Go
13 30 (4.02%) C
14 26 (3.49%) Bash Shell
15 24 (3.22%) ES6
16 23 (3.08%) F#
17 21 (2.82%) PowerShell
18 19 (2.55%) R
19 18 (2.41%) C++
19 18 (2.41%) Kotlin
Qualifications
1 115 (15.42%) Degree
2 52 (6.97%) Computer Science Degree
3 26 (3.49%) Security Cleared
4 12 (1.61%) Numerate Degree
5 9 (1.21%) PhD
6 8 (1.07%) RHCE
7 5 (0.67%) AWS Certification
7 5 (0.67%) RHCSA
7 5 (0.67%) TOGAF Certification
8 4 (0.54%) Master's Degree
9 3 (0.40%) Microsoft Certification
9 3 (0.40%) VCP6
9 3 (0.40%) VMware Certified Professional (VCP)
10 2 (0.27%) MBA
11 1 (0.13%) DV Cleared
11 1 (0.13%) OCA
11 1 (0.13%) Oracle Certification
11 1 (0.13%) SC Cleared
Quality Assurance & Compliance
1 28 (3.75%) QA
2 18 (2.41%) Data Quality
3 6 (0.80%) ISO 9001
3 6 (0.80%) ISO/IEC 27001
3 6 (0.80%) PCI DSS
3 6 (0.80%) SLA
4 4 (0.54%) ISO 14001
5 3 (0.40%) GDPR
5 3 (0.40%) PA-DSS
5 3 (0.40%) WCAG
System Software
1 136 (18.23%) Docker
2 34 (4.56%) VMware Infrastructure
3 8 (1.07%) Active Directory
3 8 (1.07%) KVM
4 6 (0.80%) Varnish
5 5 (0.67%) HDFS
5 5 (0.67%) oVirt
6 4 (0.54%) Apache Flume
6 4 (0.54%) Virtual Machines
6 4 (0.54%) VMware Server
7 2 (0.27%) Apache ZooKeeper
8 1 (0.13%) Firmware
8 1 (0.13%) VirtualBox
8 1 (0.13%) zsh
Systems Management
1 77 (10.32%) Kubernetes
2 70 (9.38%) Ansible
3 55 (7.37%) Opscode Chef
4 48 (6.43%) Puppet
5 37 (4.96%) Terraform
6 22 (2.95%) Kibana
7 13 (1.74%) Docker Swarm
7 13 (1.74%) Grafana
7 13 (1.74%) logstash
8 12 (1.61%) Prometheus
9 10 (1.34%) Nagios
10 8 (1.07%) Rundeck
11 7 (0.94%) Consul
11 7 (0.94%) Graphite
11 7 (0.94%) Packer
12 6 (0.80%) rkt
13 5 (0.67%) Graylog
13 5 (0.67%) Mesos
13 5 (0.67%) PingFederate
14 4 (0.54%) Salt
Vendors
1 81 (10.86%) Microsoft
2 72 (9.65%) Oracle
3 37 (4.96%) Google
4 36 (4.83%) VMware
5 18 (2.41%) Atlassian
6 14 (1.88%) Red Hat
7 12 (1.61%) SAP
8 11 (1.47%) Tableau
9 10 (1.34%) Ab Initio
10 7 (0.94%) Cloudera
10 7 (0.94%) Databricks
11 6 (0.80%) Splunk
12 5 (0.67%) Facebook
12 5 (0.67%) Hortonworks
12 5 (0.67%) MicroStrategy
12 5 (0.67%) SaltStack
12 5 (0.67%) Talend
13 4 (0.54%) MuleSoft
13 4 (0.54%) Xamarin
13 4 (0.54%) Yahoo!