Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 October 2021

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 27 October 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
27 Oct 2021		 Same period 2020 Same period 2019
Rank 84 83 166
Rank change year-on-year -1 +83 -51
Permanent jobs citing NoSQL 690 296 494
As % of all permanent jobs advertised in the South East 3.81% 3.64% 1.96%
As % of the Database & Business Intelligence category 14.75% 12.85% 7.74%
Number of salaries quoted 411 258 442
10th Percentile £41,250 £42,500 £31,250
25th Percentile £47,500 £47,500 £39,250
Median annual salary (50th Percentile) £62,500 £60,000 £50,000
Median % change year-on-year +4.17% +20.00% -4.76%
75th Percentile £77,500 £69,688 £63,750
90th Percentile £85,000 £75,000 £71,250
England median annual salary £65,000 £60,000 £62,138
% change year-on-year +8.33% -3.44% +8.07%

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 4,677 2,303 6,379
As % of all permanent IT jobs advertised in the South East 25.81% 28.33% 25.32%
Number of salaries quoted 3,180 1,974 5,475
10th Percentile £32,500 £32,500 £31,000
25th Percentile £40,000 £39,000 £37,000
Median annual salary (50th Percentile) £51,500 £50,000 £47,500
Median % change year-on-year +3.00% +5.26% -
75th Percentile £67,500 £63,750 £61,250
90th Percentile £77,500 £75,000 £72,500
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% +5.00%

NoSQL
Job Vacancy Trend in the South East

Job postings citing NoSQL as a proportion 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

3-month moving average salary quoted in jobs citing NoSQL in the South East.

Salary trend for NoSQL in the South East

NoSQL
Salary Histogram in the South East

Salary distribution for jobs citing NoSQL in the South East over the 6 months to 27 October 2021.

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 27 October 2021. 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
Hampshire +39 308 £60,000 +17.07% 15
Thames Valley -5 204 £62,500 +13.64% 27
Berkshire -6 132 £65,000 +30.00% 9
Surrey -24 89 £65,000 +18.18% 8
Buckinghamshire -35 47 £68,750 +19.57% 13
East Sussex -40 34 £65,000 +8.33% 1
Oxfordshire -4 26 £42,500 -32.00% 5
Kent -28 16 £50,000 +42.86% 2
West Sussex -68 11 £70,000 +7.69% 6
Sussex - 3 £60,000 -
Home Counties - 3 - -
Middlesex - 1 - -
NoSQL
England

For the 6 months to 27 October 2021, 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.

1 518 (75.07%) Agile Software Development
2 367 (53.19%) React
3 342 (49.57%) AWS
4 321 (46.52%) DevOps
5 319 (46.23%) Microservices
6 318 (46.09%) Java
7 288 (41.74%) Azure
8 287 (41.59%) Node.js
9 280 (40.58%) AngularJS
10 276 (40.00%) JavaScript
11 274 (39.71%) Degree
12 273 (39.57%) Software Engineering
13 270 (39.13%) Full Stack Development
14 268 (38.84%) SQL
15 246 (35.65%) Git (software)
16 243 (35.22%) Computer Science
17 233 (33.77%) Python
18 224 (32.46%) Linux
19 221 (32.03%) TDD
20 218 (31.59%) Kafka
21 217 (31.45%) CSS
22 216 (31.30%) GitHub
23 215 (31.16%) C#
24 214 (31.01%) Docker
25 210 (30.43%) RESTful
26 209 (30.29%) Relational Database
26 209 (30.29%) Finance
27 206 (29.86%) Jenkins
28 204 (29.57%) RabbitMQ
29 198 (28.70%) PostgreSQL

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
1 161 (23.33%) Apache Spark
2 158 (22.90%) Apache
3 147 (21.30%) GemFire
4 61 (8.84%) Elasticsearch
5 23 (3.33%) Apache Solr
6 16 (2.32%) CMS
7 8 (1.16%) nginx
7 8 (1.16%) NServiceBus
8 4 (0.58%) OpenStack
8 4 (0.58%) Oracle SOA Suite
9 3 (0.43%) ColdFusion
9 3 (0.43%) Confluence
9 3 (0.43%) Drupal
10 2 (0.29%) BizTalk Server
10 2 (0.29%) IIS
11 1 (0.14%) GeoServer
11 1 (0.14%) Mule
11 1 (0.14%) WildFly
Applications
1 9 (1.30%) Campfire
Business Applications
1 3 (0.43%) Shopify
Cloud Services
1 342 (49.57%) AWS
2 288 (41.74%) Azure
3 216 (31.30%) GitHub
4 150 (21.74%) Amazon Kinesis
5 139 (20.14%) GCP
6 48 (6.96%) Serverless
7 44 (6.38%) OpenShift
8 43 (6.23%) Power Platform
9 36 (5.22%) Azure Data Factory
10 32 (4.64%) SaaS
11 31 (4.49%) GitHub Actions
12 30 (4.35%) Azure Service Bus
13 28 (4.06%) Apigee
13 28 (4.06%) Azure Logic Apps
14 27 (3.91%) Azure Event Grid
15 26 (3.77%) Amazon S3
15 26 (3.77%) PaaS
16 25 (3.62%) Microsoft 365
17 22 (3.19%) AWS Lambda
18 21 (3.04%) npm
Communications & Networking
1 20 (2.90%) HTTP
2 11 (1.59%) Broadband
3 9 (1.30%) DNS
3 9 (1.30%) Firewall
3 9 (1.30%) VPN
4 8 (1.16%) TCP/IP
5 6 (0.87%) FTP
6 5 (0.72%) HTTPS
6 5 (0.72%) Skype
7 4 (0.58%) Internet
7 4 (0.58%) POP3
7 4 (0.58%) SMTP
7 4 (0.58%) SSL
8 3 (0.43%) Intranet
9 2 (0.29%) Network Security
10 1 (0.14%) IPsec
10 1 (0.14%) MQTT
10 1 (0.14%) Unified Communications
Database & Business Intelligence
1 209 (30.29%) Relational Database
2 198 (28.70%) PostgreSQL
3 195 (28.26%) Redis
4 163 (23.62%) Big Data
5 152 (22.03%) MariaDB
6 151 (21.88%) HBase
7 125 (18.12%) MongoDB
8 90 (13.04%) SQL Server
9 71 (10.29%) Apache Cassandra
10 60 (8.70%) Data Lake
10 60 (8.70%) MySQL
11 57 (8.26%) SQL Server Integration Services
12 43 (6.23%) Power BI
13 41 (5.94%) Amazon RDS
14 36 (5.22%) Data Warehouse
15 26 (3.77%) HDInsight
16 24 (3.48%) Amazon DynamoDB
17 20 (2.90%) Hadoop
18 14 (2.03%) RDBMS
19 13 (1.88%) Couchbase
Development Applications
1 246 (35.65%) Git (software)
2 206 (29.86%) Jenkins
3 155 (22.46%) Cucumber
4 154 (22.32%) Storybook
5 148 (21.45%) Gradle
5 148 (21.45%) JUnit
6 147 (21.30%) Cypress.io
6 147 (21.30%) Protractor
6 147 (21.30%) Sonatype Nexus
7 146 (21.16%) Mockito
8 145 (21.01%) Eclipse
8 145 (21.01%) IntelliJ
9 140 (20.29%) Artifactory
10 54 (7.83%) SonarQube
11 47 (6.81%) Selenium
12 13 (1.88%) JIRA
13 9 (1.30%) ESLint
13 9 (1.30%) webpack
14 8 (1.16%) Visual Studio
15 7 (1.01%) NUnit
General
1 209 (30.29%) Finance
2 184 (26.67%) Banking
3 171 (24.78%) Inclusion and Diversity
4 165 (23.91%) Law
5 75 (10.87%) Social Skills
6 20 (2.90%) Retail
7 17 (2.46%) Analytical Skills
8 15 (2.17%) Marketing
9 12 (1.74%) Manufacturing
10 11 (1.59%) Presentation Skills
11 9 (1.30%) Telecoms
12 8 (1.16%) Automotive
12 8 (1.16%) Electronics
12 8 (1.16%) Public Sector
13 7 (1.01%) Wearables
14 4 (0.58%) Social Housing
15 3 (0.43%) Legal
16 2 (0.29%) Financial Institution
16 2 (0.29%) Games
16 2 (0.29%) Organisational Skills
Job Titles
1 320 (46.38%) Developer
2 157 (22.75%) Software Engineer
3 127 (18.41%) Software Developer
4 84 (12.17%) Principal Engineer
5 83 (12.03%) Senior Developer
6 80 (11.59%) Principal Software Engineer
7 60 (8.70%) Senior Software Developer
8 59 (8.55%) Java Developer
9 56 (8.12%) Full Stack Developer
9 56 (8.12%) PHP Developer
10 53 (7.68%) Lead Developer
11 49 (7.10%) Architect
12 42 (6.09%) Lead Software Developer
13 39 (5.65%) .NET Developer
14 38 (5.51%) Data Engineer
15 37 (5.36%) DevOps Engineer
15 37 (5.36%) React Developer
16 31 (4.49%) Consultant
16 31 (4.49%) Lead Software Engineer
17 26 (3.77%) Security Engineer
Libraries, Frameworks & Software Standards
1 367 (53.19%) React
2 287 (41.59%) Node.js
3 280 (40.58%) AngularJS
4 218 (31.59%) Kafka
5 217 (31.45%) CSS
6 210 (30.43%) RESTful
7 204 (29.57%) RabbitMQ
8 180 (26.09%) Spring
9 174 (25.22%) .NET
10 170 (24.64%) JSON
11 159 (23.04%) Twitter Bootstrap
12 155 (22.46%) Express
12 155 (22.46%) Redux
13 147 (21.30%) Tailwind CSS
14 145 (21.01%) Spark Streaming
14 145 (21.01%) WireMock
15 144 (20.87%) Play Framework
16 120 (17.39%) HTML
17 105 (15.22%) LAMP
18 101 (14.64%) LAPP Stack
Miscellaneous
1 149 (21.59%) Linux Command Line
2 80 (11.59%) Greenfield Project
3 77 (11.16%) User Experience
4 60 (8.70%) Self-Motivation
5 23 (3.33%) Cloud Native
6 15 (2.17%) Algorithms
7 13 (1.88%) Enterprise Software
8 9 (1.30%) Data Structures
8 9 (1.30%) Mobile App
8 9 (1.30%) Virtual Team
9 8 (1.16%) Wiki
10 6 (0.87%) iPhone
11 5 (0.72%) Life Science
11 5 (0.72%) LIMS
11 5 (0.72%) NHS
11 5 (0.72%) Reference Data
12 4 (0.58%) Distributed Denial-of-Service
12 4 (0.58%) Legacy Systems
12 4 (0.58%) Renewable Energy
13 3 (0.43%) iPad
Operating Systems
1 224 (32.46%) Linux
2 165 (23.91%) Unix
3 46 (6.67%) Windows
4 13 (1.88%) VMS
5 12 (1.74%) Android
6 7 (1.01%) Windows 10
6 7 (1.01%) Windows 7
6 7 (1.01%) Windows Server 2012
7 6 (0.87%) Apple iOS
7 6 (0.87%) Red Hat Enterprise Linux
8 4 (0.58%) CentOS
9 2 (0.29%) Ubuntu
9 2 (0.29%) Windows Server
Processes & Methodologies
1 518 (75.07%) Agile Software Development
2 321 (46.52%) DevOps
3 319 (46.23%) Microservices
4 273 (39.57%) Software Engineering
5 270 (39.13%) Full Stack Development
6 243 (35.22%) Computer Science
7 221 (32.03%) TDD
8 194 (28.12%) High Availability
9 186 (26.96%) OO
10 164 (23.77%) Digital Banking
11 155 (22.46%) Clean Code
11 155 (22.46%) Software Testing
12 150 (21.74%) BDD
12 150 (21.74%) Scrum
13 149 (21.59%) Validation
14 147 (21.30%) Cross-Browser Testing
14 147 (21.30%) Multithreading
15 143 (20.72%) Performance Monitoring
16 132 (19.13%) Multithreaded Programming
17 129 (18.70%) Business Continuity
Programming Languages
1 318 (46.09%) Java
2 276 (40.00%) JavaScript
3 268 (38.84%) SQL
4 233 (33.77%) Python
5 215 (31.16%) C#
6 149 (21.59%) Shell Script
7 146 (21.16%) Groovy
8 87 (12.61%) PHP
9 77 (11.16%) TypeScript
10 42 (6.09%) PowerShell
11 36 (5.22%) Bash Shell
12 19 (2.75%) Go
12 19 (2.75%) PHP 7
13 16 (2.32%) T-SQL
14 13 (1.88%) C++
15 10 (1.45%) C
16 9 (1.30%) Ruby
17 8 (1.16%) Cython
17 8 (1.16%) ES6
17 8 (1.16%) VB
Qualifications
1 274 (39.71%) Degree
2 148 (21.45%) OCP
2 148 (21.45%) Oracle Certification
3 87 (12.61%) Computer Science Degree
4 26 (3.77%) Master's Degree
5 8 (1.16%) Numerate Degree
5 8 (1.16%) Security Cleared
6 5 (0.72%) SC Cleared
7 3 (0.43%) BC Cleared
8 2 (0.29%) AWS Certification
9 1 (0.14%) DV Cleared
Quality Assurance & Compliance
1 20 (2.90%) QA
2 17 (2.46%) GDPR
3 16 (2.32%) Data Quality
4 9 (1.30%) WCAG
5 4 (0.58%) Accessibility
5 4 (0.58%) PMO
6 3 (0.43%) ISO 9001
7 1 (0.14%) FedRAMP
7 1 (0.14%) ISO/IEC 27001
7 1 (0.14%) Sarbanes-Oxley
System Software
1 214 (31.01%) Docker
2 149 (21.59%) HDFS
3 98 (14.20%) VMware Infrastructure
4 8 (1.16%) Active Directory
5 2 (0.29%) Apache ZooKeeper
5 2 (0.29%) Virtual Machines
5 2 (0.29%) vSphere
6 1 (0.14%) VirtualBox
Systems Management
1 175 (25.36%) Kubernetes
2 164 (23.77%) Ansible
3 47 (6.81%) Opscode Chef
4 25 (3.62%) Terraform
5 15 (2.17%) Puppet
6 12 (1.74%) Kibana
7 4 (0.58%) Docker Swarm
7 4 (0.58%) Prometheus
8 2 (0.29%) Consul
8 2 (0.29%) Grafana
8 2 (0.29%) Graphite
8 2 (0.29%) Hadoop YARN
8 2 (0.29%) logstash
8 2 (0.29%) Packer
8 2 (0.29%) vCenter Server
8 2 (0.29%) vRealize
Vendors
1 152 (22.03%) Okta
1 152 (22.03%) VMware
2 58 (8.41%) Microsoft
3 33 (4.78%) Databricks
4 27 (3.91%) Google
4 27 (3.91%) Palantir
5 15 (2.17%) SAP
6 12 (1.74%) Oracle
7 6 (0.87%) Informatica
7 6 (0.87%) Intel
7 6 (0.87%) Salesforce.com
7 6 (0.87%) StreamSets
8 5 (0.72%) Lets Encrypt
9 4 (0.58%) Automation Anywhere
9 4 (0.58%) Blue Prism
9 4 (0.58%) Citrix
9 4 (0.58%) Red Hat
9 4 (0.58%) UiPath
10 3 (0.43%) Elastic Path
10 3 (0.43%) Xamarin