Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 30 July 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 30 July 2021 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
30 Jul 2021		 Same period 2020 Same period 2019
Rank 87 150 153
Rank change year-on-year +63 +3 -49
Permanent jobs citing NoSQL 626 219 589
As % of all permanent jobs advertised in the South East 3.80% 1.85% 2.23%
As % of the Database & Business Intelligence category 14.39% 7.05% 8.37%
Number of salaries quoted 418 189 516
10th Percentile £40,000 £37,500 £31,250
25th Percentile £47,500 £45,000 £36,250
Median annual salary (50th Percentile) £60,000 £55,000 £50,000
Median % change year-on-year +9.09% +10.00% -
75th Percentile £75,000 £70,000 £63,750
90th Percentile £79,500 £78,750 £75,000
England median annual salary £65,000 £62,500 £62,500
% change year-on-year +4.00% - +13.64%

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 4,351 3,106 7,033
As % of all permanent IT jobs advertised in the South East 26.41% 26.20% 26.61%
Number of salaries quoted 3,195 2,589 6,019
10th Percentile £33,750 £31,250 £30,750
25th Percentile £40,750 £37,500 £36,811
Median annual salary (50th Percentile) £50,500 £50,000 £47,500
Median % change year-on-year +1.00% +5.26% -
75th Percentile £65,000 £63,250 £61,250
90th Percentile £77,500 £75,000 £75,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 30 July 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 30 July 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 +55 261 £60,000 +9.09% 22
Thames Valley +59 208 £60,000 +4.35% 36
Berkshire +54 145 £62,500 +8.70% 17
Surrey -3 68 £65,000 +18.18% 14
Buckinghamshire -5 34 £68,750 +7.84% 16
East Sussex -7 32 £52,500 -4.55% 3
Oxfordshire +9 29 £42,500 -2.86% 3
West Sussex -8 28 £70,000 -3.45%
Kent -18 19 £40,000 +14.29% 7
Sussex - 1 £60,000 -
NoSQL
England

For the 6 months to 30 July 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.

1 459 (73.32%) Agile Software Development
2 362 (57.83%) React
3 283 (45.21%) JavaScript
4 281 (44.89%) Microservices
5 273 (43.61%) Node.js
6 264 (42.17%) AWS
7 259 (41.37%) AngularJS
8 257 (41.05%) Software Engineering
9 256 (40.89%) Git (software)
10 255 (40.73%) Full Stack Development
11 254 (40.58%) DevOps
11 254 (40.58%) Java
12 249 (39.78%) Degree
13 247 (39.46%) Azure
14 244 (38.98%) SQL
15 237 (37.86%) Computer Science
16 235 (37.54%) CSS
17 223 (35.62%) Linux
18 219 (34.98%) RESTful
19 202 (32.27%) C#
20 198 (31.63%) .NET
21 192 (30.67%) Docker
22 191 (30.51%) Kafka
23 189 (30.19%) Finance
24 187 (29.87%) RabbitMQ
25 184 (29.39%) Python
26 179 (28.59%) Relational Database
27 176 (28.12%) Jenkins
28 173 (27.64%) GitHub
29 172 (27.48%) TDD

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
1 145 (23.16%) Apache
2 141 (22.52%) Apache Spark
3 134 (21.41%) GemFire
4 54 (8.63%) Elasticsearch
5 25 (3.99%) Apache Solr
6 22 (3.51%) CMS
7 18 (2.88%) NServiceBus
8 15 (2.40%) Confluence
9 6 (0.96%) BizTalk Server
9 6 (0.96%) IIS
9 6 (0.96%) nginx
10 3 (0.48%) ColdFusion
11 2 (0.32%) Liferay
12 1 (0.16%) Drupal
12 1 (0.16%) GeoServer
12 1 (0.16%) Tomcat
Applications
1 7 (1.12%) Campfire
2 1 (0.16%) Microsoft Excel
2 1 (0.16%) Microsoft PowerPoint
Cloud Services
1 264 (42.17%) AWS
2 247 (39.46%) Azure
3 173 (27.64%) GitHub
4 123 (19.65%) Amazon Kinesis
5 120 (19.17%) GCP
6 40 (6.39%) OpenShift
7 33 (5.27%) PaaS
8 30 (4.79%) IaaS
9 25 (3.99%) Serverless
10 23 (3.67%) AWS CloudFormation
11 22 (3.51%) Azure Service Bus
12 20 (3.19%) Azure Event Grid
13 19 (3.04%) Azure Logic Apps
13 19 (3.04%) Azure Storage
13 19 (3.04%) SaaS
14 14 (2.24%) Apigee
15 13 (2.08%) npm
16 11 (1.76%) AWS CodePipeline
16 11 (1.76%) AWS Lambda
17 10 (1.60%) Snowflake
Communications & Networking
1 18 (2.88%) HTTP
2 15 (2.40%) Skype
3 7 (1.12%) Broadband
3 7 (1.12%) Network Security
4 6 (0.96%) DNS
4 6 (0.96%) FTP
5 5 (0.80%) Firewall
5 5 (0.80%) VPN
6 3 (0.48%) Intranet
7 1 (0.16%) HTTPS
7 1 (0.16%) Unified Communications
7 1 (0.16%) VoIP
Database & Business Intelligence
1 179 (28.59%) Relational Database
2 170 (27.16%) Redis
3 164 (26.20%) PostgreSQL
4 138 (22.04%) MariaDB
5 128 (20.45%) HBase
6 117 (18.69%) SQL Server
7 101 (16.13%) MongoDB
8 92 (14.70%) Big Data
9 67 (10.70%) MySQL
10 27 (4.31%) Apache Cassandra
11 26 (4.15%) SQL Server Integration Services
12 20 (3.19%) Amazon RDS
13 14 (2.24%) RDBMS
14 13 (2.08%) Hadoop
15 12 (1.92%) Data Lake
16 9 (1.44%) Data Warehouse
17 8 (1.28%) Amazon DynamoDB
17 8 (1.28%) CouchDB
17 8 (1.28%) Power BI
18 7 (1.12%) Couchbase
Development Applications
1 256 (40.89%) Git (software)
2 176 (28.12%) Jenkins
3 137 (21.88%) Cucumber
4 135 (21.57%) JUnit
5 134 (21.41%) Cypress.io
5 134 (21.41%) Protractor
5 134 (21.41%) Sonatype Nexus
5 134 (21.41%) Storybook
6 129 (20.61%) Gradle
6 129 (20.61%) IntelliJ
7 128 (20.45%) Mockito
8 127 (20.29%) Eclipse
9 122 (19.49%) Artifactory
10 48 (7.67%) Selenium
11 43 (6.87%) SonarQube
12 20 (3.19%) JIRA
12 20 (3.19%) Octopus Deploy
12 20 (3.19%) TeamCity
13 12 (1.92%) Moq
13 12 (1.92%) NUnit
General
1 189 (30.19%) Finance
2 157 (25.08%) Banking
3 151 (24.12%) Inclusion and Diversity
4 143 (22.84%) Law
5 71 (11.34%) Social Skills
6 28 (4.47%) Marketing
7 14 (2.24%) Retail
8 13 (2.08%) Analytical Skills
9 12 (1.92%) Manufacturing
10 11 (1.76%) Automotive
10 11 (1.76%) Public Sector
11 8 (1.28%) Telecoms
12 7 (1.12%) Electronics
13 5 (0.80%) Social Housing
14 3 (0.48%) Games
15 2 (0.32%) Advertising
16 1 (0.16%) Organisational Skills
16 1 (0.16%) Publishing
Job Titles
1 345 (55.11%) Developer
2 136 (21.73%) Software Engineer
3 121 (19.33%) Software Developer
4 84 (13.42%) Senior Developer
5 73 (11.66%) Principal Engineer
6 70 (11.18%) Principal Software Engineer
7 63 (10.06%) PHP Developer
8 52 (8.31%) Senior Software Developer
9 51 (8.15%) Java Developer
10 49 (7.83%) Full Stack Developer
10 49 (7.83%) Lead Developer
11 48 (7.67%) .NET Developer
12 42 (6.71%) DevOps Engineer
13 40 (6.39%) Lead Software Developer
13 40 (6.39%) React Developer
14 37 (5.91%) Consultant
15 30 (4.79%) Architect
15 30 (4.79%) C# Developer
16 28 (4.47%) Senior Consultant
17 23 (3.67%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 362 (57.83%) React
2 273 (43.61%) Node.js
3 259 (41.37%) AngularJS
4 235 (37.54%) CSS
5 219 (34.98%) RESTful
6 198 (31.63%) .NET
7 191 (30.51%) Kafka
8 187 (29.87%) RabbitMQ
9 160 (25.56%) Spring
10 146 (23.32%) Redux
11 144 (23.00%) JSON
12 139 (22.20%) Twitter Bootstrap
13 136 (21.73%) Express
14 134 (21.41%) Tailwind CSS
15 127 (20.29%) Spark Streaming
15 127 (20.29%) WireMock
16 124 (19.81%) HTML
17 122 (19.49%) Play Framework
18 104 (16.61%) LAMP
19 95 (15.18%) .NET Core
Miscellaneous
1 128 (20.45%) Linux Command Line
2 102 (16.29%) Greenfield Project
3 71 (11.34%) User Experience
4 54 (8.63%) Self-Motivation
5 14 (2.24%) iPhone
6 11 (1.76%) Renewable Energy
6 11 (1.76%) Wiki
7 8 (1.28%) Algorithms
8 7 (1.12%) NHS
9 6 (0.96%) Cloud Native
9 6 (0.96%) Data Centre
9 6 (0.96%) Hybrid Cloud
9 6 (0.96%) Mobile App
10 5 (0.80%) Life Science
11 4 (0.64%) Distributed Denial-of-Service
11 4 (0.64%) Legacy Systems
11 4 (0.64%) Virtual Team
12 3 (0.48%) Enterprise Software
13 2 (0.32%) Public Cloud
13 2 (0.32%) Reference Data
Operating Systems
1 223 (35.62%) Linux
2 137 (21.88%) Unix
3 66 (10.54%) Windows
4 21 (3.35%) Android
5 12 (1.92%) Windows 10
5 12 (1.92%) Windows 7
5 12 (1.92%) Windows Server 2012
6 9 (1.44%) Red Hat Enterprise Linux
7 7 (1.12%) Apple iOS
8 6 (0.96%) Windows Server
9 3 (0.48%) CentOS
10 1 (0.16%) VMS
Processes & Methodologies
1 459 (73.32%) Agile Software Development
2 281 (44.89%) Microservices
3 257 (41.05%) Software Engineering
4 255 (40.73%) Full Stack Development
5 254 (40.58%) DevOps
6 237 (37.86%) Computer Science
7 172 (27.48%) TDD
8 168 (26.84%) OO
9 159 (25.40%) High Availability
10 144 (23.00%) Software Testing
11 142 (22.68%) Clean Code
11 142 (22.68%) Digital Banking
12 134 (21.41%) Cross-Browser Testing
13 130 (20.77%) Scrum
14 128 (20.45%) Validation
15 123 (19.65%) Performance Monitoring
16 122 (19.49%) Multithreading
17 112 (17.89%) BDD
17 112 (17.89%) Multithreaded Programming
18 109 (17.41%) Business Continuity
Programming Languages
1 283 (45.21%) JavaScript
2 254 (40.58%) Java
3 244 (38.98%) SQL
4 202 (32.27%) C#
5 184 (29.39%) Python
6 128 (20.45%) Groovy
6 128 (20.45%) Shell Script
7 95 (15.18%) PHP
8 78 (12.46%) TypeScript
9 41 (6.55%) Bash Shell
10 20 (3.19%) PHP 7
11 19 (3.04%) T-SQL
12 11 (1.76%) Go
13 10 (1.60%) C++
13 10 (1.60%) Ruby
14 8 (1.28%) Cython
15 7 (1.12%) Scala
16 5 (0.80%) VB
17 4 (0.64%) MATLAB
17 4 (0.64%) Perl
Qualifications
1 249 (39.78%) Degree
2 128 (20.45%) OCP
2 128 (20.45%) Oracle Certification
3 85 (13.58%) Computer Science Degree
4 29 (4.63%) Master's Degree
5 9 (1.44%) HND
6 7 (1.12%) Numerate Degree
6 7 (1.12%) Security Cleared
7 6 (0.96%) SC Cleared
8 3 (0.48%) AWS Certification
8 3 (0.48%) BC Cleared
8 3 (0.48%) RHCE
8 3 (0.48%) RHCSA
9 2 (0.32%) TOGAF Certification
10 1 (0.16%) DV Cleared
Quality Assurance & Compliance
1 15 (2.40%) QA
2 9 (1.44%) GDPR
3 7 (1.12%) WCAG
4 6 (0.96%) Data Quality
5 3 (0.48%) Accessibility
5 3 (0.48%) ISO 9001
6 1 (0.16%) ISO/IEC 27001
System Software
1 192 (30.67%) Docker
2 128 (20.45%) HDFS
3 85 (13.58%) VMware Infrastructure
4 10 (1.60%) Active Directory
5 6 (0.96%) vSphere
6 2 (0.32%) Apache ZooKeeper
7 1 (0.16%) Virtual Machines
Systems Management
1 152 (24.28%) Kubernetes
2 148 (23.64%) Ansible
3 43 (6.87%) Opscode Chef
4 28 (4.47%) Terraform
5 12 (1.92%) Puppet
6 10 (1.60%) Kibana
7 6 (0.96%) vCenter Server
7 6 (0.96%) vRealize
8 3 (0.48%) Consul
8 3 (0.48%) Docker Swarm
8 3 (0.48%) Grafana
8 3 (0.48%) Graphite
8 3 (0.48%) Kubeflow
8 3 (0.48%) Packer
8 3 (0.48%) Prometheus
9 2 (0.32%) Argo
9 2 (0.32%) Hadoop YARN
Vendors
1 140 (22.36%) VMware
2 135 (21.57%) Okta
3 60 (9.58%) Microsoft
4 26 (4.15%) Google
5 12 (1.92%) SAP
6 9 (1.44%) Red Hat
7 8 (1.28%) Oracle
8 5 (0.80%) Databricks
9 4 (0.64%) Informatica
9 4 (0.64%) Salesforce.com
9 4 (0.64%) StreamSets
9 4 (0.64%) Xamarin
10 3 (0.48%) Palantir
11 2 (0.32%) Cloudera
11 2 (0.32%) Netlify
12 1 (0.16%) hybris
12 1 (0.16%) Lets Encrypt
12 1 (0.16%) MuleSoft
12 1 (0.16%) RedGate
12 1 (0.16%) Salesforce Marketing Cloud