Period
to 20 January 2019

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 20 January 2019 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
20 Jan 2019
Same period 2018 Same period 2017
Rank 117 91 140
Rank change year-on-year -26 +49 +11
Permanent jobs citing NoSQL 693 1,075 769
As % of all permanent IT jobs advertised in the South East 2.63% 3.48% 2.41%
As % of the Database & Business Intelligence category 9.02% 11.00% 8.39%
Number of salaries quoted 617 934 726
South East median annual salary £52,500 £47,500 £50,000
Median salary % change year-on-year +10.53% -5.00% +11.11%
10th Percentile £32,500 £31,250 £33,750
90th Percentile £77,500 £70,000 £70,000
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -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 7,679 9,771 9,163
As % of all permanent IT jobs advertised in the South East 29.12% 31.64% 28.74%
Number of salaries quoted 6,366 8,415 7,960
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +1.12%
10th Percentile £29,500 £27,500 £28,000
90th Percentile £72,500 £65,000 £66,250
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 20 January 2019.

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 20 January 2019. 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 -49 266 £55,000 +15.79% 51
Hampshire +40 250 £45,000 +5.88% 37
Berkshire -38 158 £60,000 +26.32% 20
Surrey -2 99 £47,500 -12.84% 27
Oxfordshire -33 63 £58,750 +6.82% 22
Buckinghamshire -25 45 £50,000 - 9
West Sussex -20 36 £55,000 +22.22% 3
East Sussex -8 28 £70,000 +27.27% 3
Kent -26 11 £42,500 - 6
Sussex +15 1 - -
NoSQL
England

For the 6 months to 20 January 2019, 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.

1 392 (56.57%) Agile Software Development
2 318 (45.89%) SQL
3 311 (44.88%) Java
4 280 (40.40%) JavaScript
5 246 (35.50%) RESTful
6 235 (33.91%) Python
6 235 (33.91%) Microservices
7 227 (32.76%) Git (software)
8 208 (30.01%) Linux
9 204 (29.44%) Software Engineering
9 204 (29.44%) MongoDB
10 195 (28.14%) C#
11 186 (26.84%) Amazon AWS
12 179 (25.83%) CSS
13 177 (25.54%) SQL Server
14 171 (24.68%) .NET
15 169 (24.39%) TDD
16 165 (23.81%) HTML
17 152 (21.93%) Continuous Integration
18 144 (20.78%) Microsoft Azure
19 137 (19.77%) Scrum
19 137 (19.77%) AngularJS
20 135 (19.48%) Relational Database
21 132 (19.05%) Node.js
22 127 (18.33%) DevOps
23 126 (18.18%) Docker
24 123 (17.75%) MVC
24 123 (17.75%) Spring
25 122 (17.60%) Elasticsearch
26 106 (15.30%) Degree

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
1 122 (17.60%) Elasticsearch
2 46 (6.64%) Apache Spark
3 22 (3.17%) OpenStack
4 20 (2.89%) Apache
5 18 (2.60%) IIS
5 18 (2.60%) Tomcat
6 16 (2.31%) Apache Solr
7 10 (1.44%) CMS
8 7 (1.01%) Apache Pig
8 7 (1.01%) Confluence
9 6 (0.87%) JBoss
10 5 (0.72%) Alfresco
10 5 (0.72%) nginx
10 5 (0.72%) SharePoint
11 4 (0.58%) Oracle Workflow
11 4 (0.58%) SAS
11 4 (0.58%) Sitecore CMS
11 4 (0.58%) WebLogic
12 3 (0.43%) WebLogic Portal
13 2 (0.29%) Oracle SOA Suite
Applications
1 7 (1.01%) Microsoft Excel
1 7 (1.01%) Microsoft Office
1 7 (1.01%) Microsoft PowerPoint
2 1 (0.14%) SPSS
Business Applications
1 9 (1.30%) Oracle Applications
2 1 (0.14%) Oracle BPM
2 1 (0.14%) Payment Gateway
2 1 (0.14%) SAP BPC
Cloud Services
1 186 (26.84%) Amazon AWS
2 144 (20.78%) Microsoft Azure
3 40 (5.77%) GitHub
4 31 (4.47%) Google Cloud Platform
4 31 (4.47%) OpenShift
5 27 (3.90%) SaaS
6 21 (3.03%) PaaS
7 19 (2.74%) Serverless
8 18 (2.60%) Cloud Computing
9 14 (2.02%) Amazon EC2
10 13 (1.88%) IaaS
11 11 (1.59%) Amazon S3
12 10 (1.44%) AWS Lambda
13 9 (1.30%) npm
14 8 (1.15%) AWS Elastic Beanstalk
15 6 (0.87%) Google Analytics
16 5 (0.72%) Amazon EMR
16 5 (0.72%) AWS CloudFormation
16 5 (0.72%) Azure Active Directory
17 4 (0.58%) Virtual Private Cloud
Communications & Networking
1 7 (1.01%) MQTT
2 6 (0.87%) AMQP
2 6 (0.87%) HTTP
3 5 (0.72%) Firewall
4 4 (0.58%) Internet
4 4 (0.58%) SNMP
4 4 (0.58%) VPN
5 2 (0.29%) HTTPS
5 2 (0.29%) Network Security
5 2 (0.29%) VoIP
6 1 (0.14%) Bluetooth
6 1 (0.14%) SAN
6 1 (0.14%) SSH
6 1 (0.14%) TCP/IP
6 1 (0.14%) WebEx
Database & Business Intelligence
1 204 (29.44%) MongoDB
2 177 (25.54%) SQL Server
3 135 (19.48%) Relational Database
4 100 (14.43%) MySQL
5 98 (14.14%) RDBMS
6 94 (13.56%) Apache Cassandra
7 93 (13.42%) Hadoop
8 84 (12.12%) Big Data
9 48 (6.93%) PostgreSQL
10 45 (6.49%) SQL Server 2016
11 34 (4.91%) Redis
12 28 (4.04%) Amazon DynamoDB
13 23 (3.32%) Data Warehouse
14 19 (2.74%) CouchDB
15 15 (2.16%) Couchbase
16 14 (2.02%) MariaDB
17 13 (1.88%) Amazon RDS
17 13 (1.88%) BusinessObjects
18 12 (1.73%) QlikView
19 11 (1.59%) Data Lake
Development Applications
1 227 (32.76%) Git (software)
2 89 (12.84%) Jenkins
3 46 (6.64%) Subversion
4 34 (4.91%) JIRA
5 29 (4.18%) Maven
5 29 (4.18%) Vagrant
5 29 (4.18%) Visual Studio
6 27 (3.90%) JUnit
7 25 (3.61%) Cucumber
8 23 (3.32%) Selenium
9 19 (2.74%) Gradle
9 19 (2.74%) Team Foundation Server
10 16 (2.31%) Atlassian Bamboo
10 16 (2.31%) Bitbucket
11 14 (2.02%) Mockito
12 13 (1.88%) TeamCity
13 12 (1.73%) Sonatype Nexus
14 11 (1.59%) Grunt
14 11 (1.59%) gulp
15 10 (1.44%) JMeter
General
1 69 (9.96%) Finance
2 52 (7.50%) Retail
3 48 (6.93%) Telecoms
4 35 (5.05%) Marketing
5 26 (3.75%) Games
6 19 (2.74%) Electronics
7 18 (2.60%) Banking
8 17 (2.45%) Publishing
9 13 (1.88%) Investment Banking
10 8 (1.15%) Manufacturing
11 6 (0.87%) Advertising
12 5 (0.72%) Legal
13 4 (0.58%) Financial Institution
13 4 (0.58%) Music Industry
14 2 (0.29%) Automotive
15 1 (0.14%) Local Government
Job Titles
1 424 (61.18%) Developer
2 130 (18.76%) Java Developer
3 110 (15.87%) Software Engineer
4 100 (14.43%) .NET Developer
5 84 (12.12%) Senior Developer
6 61 (8.80%) C# Developer
7 54 (7.79%) .NET Software Developer
8 52 (7.50%) Python Developer
9 50 (7.22%) DevOps Engineer
10 44 (6.35%) Software Developer
11 41 (5.92%) Front End Developer (Client-Side Developer)
12 37 (5.34%) Architect
12 37 (5.34%) NoSQL Developer
13 34 (4.91%) Python Engineer
14 33 (4.76%) Full Stack Developer
15 32 (4.62%) C# Software Developer
15 32 (4.62%) Linux Developer
15 32 (4.62%) Web Developer
16 31 (4.47%) Python Software Engineer
17 30 (4.33%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 246 (35.50%) RESTful
2 179 (25.83%) CSS
3 171 (24.68%) .NET
4 165 (23.81%) HTML
5 137 (19.77%) AngularJS
6 132 (19.05%) Node.js
7 123 (17.75%) Spring
8 85 (12.27%) ASP.NET
9 84 (12.12%) HTML5
10 81 (11.69%) ASP.NET Web API
11 79 (11.40%) .NET Framework
11 79 (11.40%) Web Services
12 78 (11.26%) ASP.NET MVC
13 72 (10.39%) REST
14 66 (9.52%) Vue.js
15 59 (8.51%) CSS3
16 58 (8.37%) .NET Core
16 58 (8.37%) Spring Boot
17 54 (7.79%) Sass
18 50 (7.22%) Elastic Stack
Miscellaneous
1 55 (7.94%) Greenfield Project
2 44 (6.35%) Enterprise Software
3 37 (5.34%) Fintech
4 36 (5.19%) Video on Demand
5 23 (3.32%) Analytical Skills
6 17 (2.45%) Cloud Native
6 17 (2.45%) Public Cloud
7 16 (2.31%) Algorithms
8 14 (2.02%) Data Centre
8 14 (2.02%) Data Structures
9 13 (1.88%) User Experience
10 11 (1.59%) Self-Motivation
11 9 (1.30%) Management Information System
12 8 (1.15%) Client/Server
12 8 (1.15%) Mobile App
13 7 (1.01%) Linux Command Line
14 5 (0.72%) FMCG
15 4 (0.58%) Private Cloud
15 4 (0.58%) Robotics
16 3 (0.43%) Virtual Team
Operating Systems
1 208 (30.01%) Linux
2 62 (8.95%) Windows
3 53 (7.65%) Unix
4 18 (2.60%) Red Hat Enterprise Linux
5 15 (2.16%) CentOS
6 6 (0.87%) Ubuntu
7 4 (0.58%) Mac OS X
8 2 (0.29%) Android
8 2 (0.29%) Apple iOS
8 2 (0.29%) VMS
9 1 (0.14%) Windows Server
Processes & Methodologies
1 392 (56.57%) Agile Software Development
2 235 (33.91%) Microservices
3 204 (29.44%) Software Engineering
4 169 (24.39%) TDD
5 152 (21.93%) Continuous Integration
6 137 (19.77%) Scrum
7 127 (18.33%) DevOps
8 123 (17.75%) MVC
9 104 (15.01%) Test Automation
10 98 (14.14%) BDD
11 91 (13.13%) Computer Science
12 86 (12.41%) Analytics
13 85 (12.27%) Open Source
14 78 (11.26%) Web Development
15 77 (11.11%) OO
16 60 (8.66%) Continuous Delivery
17 59 (8.51%) Web Application Development
18 50 (7.22%) Kanban
18 50 (7.22%) Mentoring
19 49 (7.07%) Problem-Solving
Programming Languages
1 318 (45.89%) SQL
2 311 (44.88%) Java
3 280 (40.40%) JavaScript
4 235 (33.91%) Python
5 195 (28.14%) C#
6 85 (12.27%) Ruby
7 76 (10.97%) Java 8
8 52 (7.50%) PHP
9 37 (5.34%) Scala
10 31 (4.47%) TypeScript
11 29 (4.18%) T-SQL
12 27 (3.90%) C++
13 26 (3.75%) Go
14 25 (3.61%) C
15 22 (3.17%) ES6
16 20 (2.89%) Bash Shell
17 16 (2.31%) Shell Script
18 15 (2.16%) Kotlin
19 14 (2.02%) Cython
19 14 (2.02%) R
Qualifications
1 106 (15.30%) Degree
2 53 (7.65%) Computer Science Degree
3 20 (2.89%) Security Cleared
4 16 (2.31%) Numerate Degree
5 8 (1.15%) AWS Certification
5 8 (1.15%) RHCE
5 8 (1.15%) RHCSA
6 7 (1.01%) Master's Degree
7 6 (0.87%) TOGAF Certification
8 3 (0.43%) Microsoft Certification
8 3 (0.43%) SC Cleared
9 1 (0.14%) MBA
9 1 (0.14%) OCA
9 1 (0.14%) Oracle Certification
9 1 (0.14%) PhD
Quality Assurance & Compliance
1 41 (5.92%) QA
2 19 (2.74%) Data Quality
3 7 (1.01%) ISO 9001
3 7 (1.01%) ISO/IEC 27001
3 7 (1.01%) PCI DSS
4 5 (0.72%) ISO 14001
5 4 (0.58%) PA-DSS
6 2 (0.29%) WCAG
7 1 (0.14%) GDPR
7 1 (0.14%) HL7
7 1 (0.14%) SLA
System Software
1 126 (18.18%) Docker
2 26 (3.75%) VMware Infrastructure
3 6 (0.87%) Varnish
4 5 (0.72%) Active Directory
4 5 (0.72%) Apache Flume
4 5 (0.72%) HDFS
5 4 (0.58%) Virtual Machines
5 4 (0.58%) VMware Server
6 1 (0.14%) VirtualBox
6 1 (0.14%) zsh
Systems Management
1 84 (12.12%) Kubernetes
2 62 (8.95%) Ansible
3 47 (6.78%) Kibana
3 47 (6.78%) Puppet
4 35 (5.05%) Terraform
5 33 (4.76%) logstash
6 32 (4.62%) Opscode Chef
7 12 (1.73%) Docker Swarm
8 10 (1.44%) Grafana
9 9 (1.30%) Nagios
10 8 (1.15%) Packer
10 8 (1.15%) Prometheus
10 8 (1.15%) Rundeck
11 7 (1.01%) Consul
11 7 (1.01%) Graphite
12 5 (0.72%) Graylog
12 5 (0.72%) Oozie
12 5 (0.72%) PingFederate
13 4 (0.58%) Rancher
13 4 (0.58%) Salt
Vendors
1 62 (8.95%) Microsoft
2 61 (8.80%) Oracle
3 26 (3.75%) VMware
4 22 (3.17%) Google
5 16 (2.31%) SAP
5 16 (2.31%) Tableau
6 15 (2.16%) Red Hat
7 9 (1.30%) Atlassian
7 9 (1.30%) Cloudera
8 7 (1.01%) Ab Initio
9 6 (0.87%) Hortonworks
9 6 (0.87%) Splunk
10 5 (0.72%) MuleSoft
11 4 (0.58%) Databricks
11 4 (0.58%) Sitecore
12 3 (0.43%) IBM
12 3 (0.43%) Talend
13 2 (0.29%) Facebook
13 2 (0.29%) MicroStrategy
13 2 (0.29%) Peoplefluent