Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

NoSQL
England > South East
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 112 102 201
Rank change year-on-year -10 +99 -66
Permanent jobs citing NoSQL 580 431 249
As % of all permanent jobs advertised in the South East 2.88% 3.18% 1.49%
As % of the Database & Business Intelligence category 11.60% 11.99% 5.73%
Number of salaries quoted 217 348 207
10th Percentile £48,750 £37,500 £37,200
25th Percentile £55,000 £46,875 £46,875
Median annual salary (50th Percentile) £70,000 £60,000 £57,500
Median % change year-on-year +16.67% +4.35% +15.00%
75th Percentile £87,500 £72,500 £71,250
90th Percentile £93,500 £78,750 £81,750
England median annual salary £70,000 £62,500 £62,500
% change year-on-year +12.00% - -

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 4,999 3,595 4,345
As % of all permanent IT jobs advertised in the South East 24.81% 26.51% 25.97%
Number of salaries quoted 3,032 2,911 3,571
10th Percentile £32,500 £33,750 £31,250
25th Percentile £41,250 £41,250 £38,500
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £70,000 £63,750 £63,500
90th Percentile £84,875 £75,000 £76,250
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 23 May 2022.

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 23 May 2022. 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
Jobs
Hampshire +4 207 £67,500 +28.57% 5
Thames Valley -46 179 £70,000 +40.00% 10
Surrey +6 120 £70,000 +7.69% 5
Buckinghamshire -12 74 £70,000 +60.00% 1
Berkshire -56 62 £70,000 +14.29% 9
Oxfordshire -1 43 £87,500 +105.88%
West Sussex -38 22 £90,000 +28.57%
East Sussex -5 20 £90,000 +71.43% 2
Kent -49 11 £105,000 +162.50% 3
Middlesex - 10 - -
Home Counties - 6 - -
Sussex - 2 - -
NoSQL
England

For the 6 months to 23 May 2022, 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.

1 425 (73.28%) Agile
2 303 (52.24%) Azure
3 297 (51.21%) AWS
4 281 (48.45%) CI/CD
5 260 (44.83%) SQL
6 240 (41.38%) C#
7 217 (37.41%) Full Stack Development
8 216 (37.24%) DevOps
9 215 (37.07%) .NET
10 211 (36.38%) Docker
11 201 (34.66%) Java
11 201 (34.66%) Python
12 199 (34.31%) Git (software)
13 188 (32.41%) JavaScript
13 188 (32.41%) Finance
14 187 (32.24%) Microservices
15 181 (31.21%) Analytics
16 170 (29.31%) Kubernetes
17 164 (28.28%) Relational Database
18 163 (28.10%) Test Automation
19 156 (26.90%) MongoDB
20 148 (25.52%) Software Engineering
21 143 (24.66%) Microsoft
21 143 (24.66%) SQL Server
22 134 (23.10%) Computer Science
22 134 (23.10%) High Availability
22 134 (23.10%) Kafka
23 131 (22.59%) HTML
24 129 (22.24%) AngularJS
25 128 (22.07%) Jenkins

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
1 110 (18.97%) Elasticsearch
2 74 (12.76%) Apache Spark
3 34 (5.86%) Apache
4 25 (4.31%) CMS
5 9 (1.55%) GemFire
6 8 (1.38%) Confluence
6 8 (1.38%) Oracle Spatial
7 7 (1.21%) nginx
7 7 (1.21%) WildFly
8 6 (1.03%) JBoss
8 6 (1.03%) Jetty
8 6 (1.03%) Tomcat
8 6 (1.03%) WebSphere
9 2 (0.34%) IIS
10 1 (0.17%) Apache Airflow
10 1 (0.17%) Mule
10 1 (0.17%) WebLogic
Applications
1 42 (7.24%) Campfire
2 8 (1.38%) Microsoft Excel
3 1 (0.17%) Microsoft Office
Business Applications
1 31 (5.34%) Payment Gateway
2 17 (2.93%) Dynamics CRM
Cloud Services
1 303 (52.24%) Azure
2 297 (51.21%) AWS
3 114 (19.66%) GitHub
4 108 (18.62%) GCP
5 97 (16.72%) Amazon Kinesis
6 84 (14.48%) Serverless
7 73 (12.59%) Power Platform
8 63 (10.86%) SaaS
9 56 (9.66%) Azure Data Factory
10 47 (8.10%) AWS Lambda
11 44 (7.59%) OpenShift
12 37 (6.38%) PaaS
13 35 (6.03%) Cloud Functions
14 33 (5.69%) Microsoft 365
15 32 (5.52%) npm
16 31 (5.34%) Azure Service Bus
17 30 (5.17%) GitHub Actions
18 27 (4.66%) Azure Event Grid
19 26 (4.48%) Azure Logic Apps
20 23 (3.97%) Cloud Computing
Communications & Networking
1 52 (8.97%) Broadband
2 35 (6.03%) Internet
3 22 (3.79%) HTTP
4 12 (2.07%) SSL
5 8 (1.38%) 5G
6 2 (0.34%) TCP/IP
7 1 (0.17%) 3GPP
7 1 (0.17%) DNS
7 1 (0.17%) Firewall
7 1 (0.17%) IPv6
7 1 (0.17%) VPN
Database & Business Intelligence
1 164 (28.28%) Relational Database
2 156 (26.90%) MongoDB
3 143 (24.66%) SQL Server
4 109 (18.79%) PostgreSQL
5 100 (17.24%) Apache Cassandra
6 92 (15.86%) SQL Server Integration Services
7 74 (12.76%) Data Lake
8 73 (12.59%) Power BI
9 67 (11.55%) Big Data
10 61 (10.52%) MySQL
11 44 (7.59%) Data Warehouse
12 35 (6.03%) Flink
13 33 (5.69%) HDInsight
14 32 (5.52%) Amazon DynamoDB
15 29 (5.00%) Redis
16 25 (4.31%) HBase
17 24 (4.14%) Hadoop
18 19 (3.28%) GIS
19 16 (2.76%) Azure SQL Data Warehouse
20 15 (2.59%) RDBMS
Development Applications
1 199 (34.31%) Git (software)
2 128 (22.07%) Jenkins
3 74 (12.76%) Artifactory
4 47 (8.10%) JIRA
5 44 (7.59%) Gradle
6 42 (7.24%) Maven
7 35 (6.03%) Ant
7 35 (6.03%) Subversion
8 32 (5.52%) Sonatype Nexus
9 29 (5.00%) Cucumber
10 26 (4.48%) Visual Studio
11 22 (3.79%) ESLint
12 18 (3.10%) Storybook
13 17 (2.93%) GitLab
13 17 (2.93%) JUnit
13 17 (2.93%) TeamCity
14 15 (2.59%) Mockito
14 15 (2.59%) Selenium
15 14 (2.41%) Cypress.io
16 9 (1.55%) webpack
General
1 188 (32.41%) Finance
2 108 (18.62%) Banking
3 107 (18.45%) Inclusion and Diversity
4 101 (17.41%) Social Skills
5 93 (16.03%) Law
6 47 (8.10%) Manufacturing
7 36 (6.21%) Marketing
8 32 (5.52%) Analytical Skills
9 22 (3.79%) Publishing
9 22 (3.79%) Retail
10 15 (2.59%) Public Sector
11 13 (2.24%) Aerospace
11 13 (2.24%) Telecoms
12 11 (1.90%) Military
13 10 (1.72%) Games
14 9 (1.55%) Wearables
15 7 (1.21%) Financial Institution
16 4 (0.69%) Documentation Skills
16 4 (0.69%) Legal
17 3 (0.52%) Pharmaceutical
Job Titles
1 226 (38.97%) Developer
2 93 (16.03%) Software Engineer
3 82 (14.14%) Senior Developer
4 76 (13.10%) Applications Engineer
5 65 (11.21%) Full Stack Developer
6 59 (10.17%) Java Engineer
7 48 (8.28%) Data Engineer
8 37 (6.38%) Software Developer
9 36 (6.21%) Java Developer
10 35 (6.03%) Senior Java Engineer
11 34 (5.86%) Architect
12 33 (5.69%) Big Data Engineer
12 33 (5.69%) Cybersecurity Engineer
12 33 (5.69%) Security Engineer
13 30 (5.17%) C# Developer
14 27 (4.66%) Principal Engineer
15 26 (4.48%) JavaScript Engineer
16 25 (4.31%) JavaScript Developer
16 25 (4.31%) Lead Developer
16 25 (4.31%) Senior DevOps
Libraries, Frameworks & Software Standards
1 215 (37.07%) .NET
2 134 (23.10%) Kafka
3 131 (22.59%) HTML
4 129 (22.24%) AngularJS
5 119 (20.52%) RabbitMQ
6 105 (18.10%) RESTful
7 103 (17.76%) CSS
8 102 (17.59%) JSON
8 102 (17.59%) Node.js
9 100 (17.24%) React
10 92 (15.86%) REST
11 82 (14.14%) Spring
12 81 (13.97%) ASP.NET
13 58 (10.00%) Sass
14 56 (9.66%) Spring Boot
15 42 (7.24%) .NET Core
16 35 (6.03%) JDBC
17 34 (5.86%) Elastic Stack
17 34 (5.86%) GraphQL
17 34 (5.86%) JSON Schema
Miscellaneous
1 64 (11.03%) Cloud Native
2 59 (10.17%) User Experience
3 46 (7.93%) Linux Command Line
4 40 (6.90%) Algorithms
5 37 (6.38%) Data Structures
5 37 (6.38%) Life Science
6 28 (4.83%) Greenfield Project
7 23 (3.97%) Management Information System
7 23 (3.97%) Virtual Team
8 18 (3.10%) Data Centre
9 17 (2.93%) Cyber Defence
9 17 (2.93%) Cyberattack
9 17 (2.93%) Enterprise Software
9 17 (2.93%) Self-Motivation
9 17 (2.93%) Social Media
10 16 (2.76%) Reinsurance
11 11 (1.90%) Mobile App
12 9 (1.55%) Blockchain
12 9 (1.55%) iPhone
12 9 (1.55%) PlayStation
Operating Systems
1 54 (9.31%) Linux
2 53 (9.14%) Unix
3 17 (2.93%) Android
4 13 (2.24%) VMS
5 11 (1.90%) Ubuntu
6 7 (1.21%) CentOS
7 6 (1.03%) Alpine Linux
7 6 (1.03%) Apple iOS
8 4 (0.69%) Windows
9 2 (0.34%) Red Hat Enterprise Linux
10 1 (0.17%) Windows Server
Processes & Methodologies
1 425 (73.28%) Agile
2 281 (48.45%) CI/CD
3 217 (37.41%) Full Stack Development
4 216 (37.24%) DevOps
5 187 (32.24%) Microservices
6 181 (31.21%) Analytics
7 163 (28.10%) Test Automation
8 148 (25.52%) Software Engineering
9 134 (23.10%) Computer Science
9 134 (23.10%) High Availability
10 116 (20.00%) Scrum
11 115 (19.83%) OO
12 110 (18.97%) Problem-Solving
13 104 (17.93%) Business Intelligence
14 90 (15.52%) Multithreading
14 90 (15.52%) User Stories
15 89 (15.34%) Data Management
15 89 (15.34%) Digital Banking
16 87 (15.00%) Multithreaded Programming
17 85 (14.66%) TDD
Programming Languages
1 260 (44.83%) SQL
2 240 (41.38%) C#
3 201 (34.66%) Java
3 201 (34.66%) Python
4 188 (32.41%) JavaScript
5 96 (16.55%) PowerShell
6 77 (13.28%) TypeScript
7 61 (10.52%) Ruby
8 58 (10.00%) PHP
9 52 (8.97%) Shell Script
10 45 (7.76%) Bash
11 37 (6.38%) Go
12 36 (6.21%) Perl
13 31 (5.34%) T-SQL
14 21 (3.62%) C
15 19 (3.28%) Scala
16 15 (2.59%) Groovy
17 11 (1.90%) C++
17 11 (1.90%) Kotlin
18 7 (1.21%) U-SQL
Qualifications
1 127 (21.90%) Degree
2 45 (7.76%) OCP
2 45 (7.76%) Oracle Certification
3 31 (5.34%) Computer Science Degree
4 29 (5.00%) Security Cleared
5 6 (1.03%) AWS Certification
6 5 (0.86%) SC Cleared
7 3 (0.52%) Master's Degree
7 3 (0.52%) PhD
8 1 (0.17%) DV Cleared
Quality Assurance & Compliance
1 60 (10.34%) QA
2 31 (5.34%) GDPR
2 31 (5.34%) WCAG
3 20 (3.45%) Data Quality
4 6 (1.03%) PCI DSS
5 5 (0.86%) SLA
6 3 (0.52%) GRC
7 2 (0.34%) Accessibility
8 1 (0.17%) COBIT
System Software
1 211 (36.38%) Docker
2 22 (3.79%) Virtual Machines
3 17 (2.93%) VMware Infrastructure
4 11 (1.90%) HDFS
Systems Management
1 170 (29.31%) Kubernetes
2 50 (8.62%) Kibana
3 17 (2.93%) Ansible
4 15 (2.59%) Terraform
5 2 (0.34%) Hadoop YARN
5 2 (0.34%) Opscode Chef
Vendors
1 143 (24.66%) Microsoft
2 62 (10.69%) Databricks
3 54 (9.31%) Oracle
4 48 (8.28%) Google
5 33 (5.69%) Palantir
6 24 (4.14%) Salesforce.com
7 22 (3.79%) VMware
8 18 (3.10%) Informatica
9 13 (2.24%) QinetiQ
10 9 (1.55%) Okta
11 5 (0.86%) CA
11 5 (0.86%) CrowdStrike
11 5 (0.86%) DocuSign
11 5 (0.86%) Splunk
12 3 (0.52%) MuleSoft
13 2 (0.34%) IBM
13 2 (0.34%) SAP
13 2 (0.34%) StreamSets
13 2 (0.34%) TIBCO
14 1 (0.17%) Dynatrace