Period
to 13 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London 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 13 August 2020 with a comparison to the same period in the previous 2 years.

NoSQL
UK > UK excluding London
6 months to
13 Aug 2020
Same period 2019 Same period 2018
Rank 120 176 97
Rank change year-on-year +56 -79 -2
Permanent jobs citing NoSQL 886 1,719 3,028
As % of all permanent jobs advertised in the UK excluding London 2.54% 2.10% 3.15%
As % of the Database & Business Intelligence category 9.29% 7.86% 10.77%
Number of salaries quoted 825 1,497 2,832
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £36,000 £32,500 £32,500
90th Percentile £75,000 £75,000 £74,900
UK median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -

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 UK excluding London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK excluding London
Permanent vacancies with a requirement for database or business intelligence skills 9,539 21,872 28,114
As % of all permanent IT jobs advertised in the UK excluding London 27.37% 26.66% 29.25%
Number of salaries quoted 7,832 17,788 23,501
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £31,250 £29,000 £28,000
90th Percentile £70,000 £67,500 £66,250
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

NoSQL
Job Vacancy Trend in the UK excluding London

Job postings citing NoSQL as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for NoSQL in the UK excluding London

NoSQL
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing NoSQL in the UK excluding London.

Salary trend for NoSQL in the UK excluding London

NoSQL
Salary Histogram in the UK excluding London

Salary distribution for jobs citing NoSQL in the UK excluding London over the 6 months to 13 August 2020.

Salary histogram for NoSQL in the UK excluding London

NoSQL
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the UK excluding London region over the 6 months to 13 August 2020. 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
North of England +69 301 £50,000 -8.36% 66
South East +6 219 £55,000 +10.00% 33
North West +31 173 £52,756 -4.08% 42
Midlands +78 110 £56,250 +12.50% 22
Yorkshire +95 91 £50,000 -3.85% 14
South West +16 85 £50,500 +6.32% 23
West Midlands +68 69 £57,500 +15.00% 13
Scotland +21 65 £50,000 - 13
East of England +65 62 £60,000 +9.09% 23
East Midlands +75 41 £56,250 +18.42% 9
North East +46 37 £45,000 -30.77% 10
Wales +49 32 £50,000 - 2
Northern Ireland +2 11 £55,000 +10.00%
Channel Islands - 1 £67,500 -
NoSQL
UK

For the 6 months to 13 August 2020, 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 UK excluding London region with a requirement for NoSQL.

1 473 (53.39%) SQL
2 444 (50.11%) Agile Software Development
3 376 (42.44%) JavaScript
4 343 (38.71%) Java
5 314 (35.44%) DevOps
6 296 (33.41%) C#
7 295 (33.30%) Azure
8 279 (31.49%) AWS
9 277 (31.26%) Python
10 269 (30.36%) Software Engineering
11 267 (30.14%) Microservices
12 258 (29.12%) Git (software)
12 258 (29.12%) .NET
13 225 (25.40%) Docker
14 216 (24.38%) MongoDB
15 189 (21.33%) TDD
16 187 (21.11%) CSS
17 186 (20.99%) SQL Server
17 186 (20.99%) HTML
18 185 (20.88%) Continuous Integration
19 178 (20.09%) Linux
20 166 (18.74%) AngularJS
21 164 (18.51%) Degree
22 163 (18.40%) Kubernetes
23 152 (17.16%) React
24 139 (15.69%) Node.js
25 133 (15.01%) Spring
26 132 (14.90%) MVC
26 132 (14.90%) .NET Core
27 127 (14.33%) MySQL

NoSQL
Co-occurring IT Skills in the UK excluding London 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 87 (9.82%) Apache Spark
2 68 (7.67%) Elasticsearch
3 64 (7.22%) Apache
4 43 (4.85%) nginx
5 39 (4.40%) NServiceBus
6 27 (3.05%) Confluence
7 22 (2.48%) Tomcat
8 14 (1.58%) SharePoint
9 13 (1.47%) Apache Solr
10 11 (1.24%) Apache Airflow
11 10 (1.13%) Luigi
11 10 (1.13%) OpenStack
12 9 (1.02%) CMS
13 8 (0.90%) Apache Pig
13 8 (0.90%) Oracle Coherence
14 6 (0.68%) Umbraco
15 4 (0.45%) BizTalk Server
15 4 (0.45%) MS Exchange
16 3 (0.34%) IIS
16 3 (0.34%) JBoss
Applications
1 1 (0.11%) AutoCAD
Business Applications
1 8 (0.90%) Dynamics CRM
2 4 (0.45%) Eikon
3 3 (0.34%) IBM Operational Decision Manager
3 3 (0.34%) Magento
3 3 (0.34%) Sentinel
4 2 (0.23%) OpenCart
5 1 (0.11%) NetSuite
5 1 (0.11%) Oracle BPM
5 1 (0.11%) Oracle Cash Management
5 1 (0.11%) Ripple
Cloud Services
1 295 (33.30%) Azure
2 279 (31.49%) AWS
3 86 (9.71%) GCP
4 54 (6.09%) SaaS
5 47 (5.30%) PaaS
6 46 (5.19%) Serverless
7 45 (5.08%) GitHub
8 32 (3.61%) Power Platform
9 29 (3.27%) AWS Lambda
9 29 (3.27%) IaaS
10 24 (2.71%) Amazon EC2
10 24 (2.71%) Cloud Computing
11 19 (2.14%) OpenShift
12 18 (2.03%) Amazon EMR
13 17 (1.92%) Amazon S3
14 16 (1.81%) npm
15 12 (1.35%) Amazon ECS
15 12 (1.35%) IBM Cloud
16 11 (1.24%) Office 365
17 10 (1.13%) AWS Elastic Beanstalk
Communications & Networking
1 49 (5.53%) HTTP
2 23 (2.60%) Skype
3 13 (1.47%) Internet
4 9 (1.02%) VPN
5 8 (0.90%) AMQP
6 6 (0.68%) SSL
6 6 (0.68%) TCP/IP
7 5 (0.56%) DNS
7 5 (0.56%) SAN
8 4 (0.45%) Firewall
8 4 (0.45%) HTTPS
8 4 (0.45%) LAN
8 4 (0.45%) WAN
9 3 (0.34%) MQTT
9 3 (0.34%) VoIP
10 2 (0.23%) FTP
10 2 (0.23%) Kerberos
11 1 (0.11%) DSL
11 1 (0.11%) SMTP
11 1 (0.11%) Wi-Fi
Database & Business Intelligence
1 216 (24.38%) MongoDB
2 186 (20.99%) SQL Server
3 127 (14.33%) MySQL
4 101 (11.40%) Big Data
5 95 (10.72%) Apache Cassandra
6 87 (9.82%) Hadoop
7 80 (9.03%) PostgreSQL
8 68 (7.67%) Redis
9 62 (7.00%) Relational Database
10 61 (6.88%) Data Warehouse
11 42 (4.74%) Amazon DynamoDB
12 32 (3.61%) Amazon Redshift
12 32 (3.61%) Power BI
13 30 (3.39%) Cosmos DB
14 26 (2.93%) SQL Server Reporting Services
15 25 (2.82%) RDBMS
16 21 (2.37%) Amazon RDS
16 21 (2.37%) Neo4j
17 18 (2.03%) Data Lake
17 18 (2.03%) SQL Server Integration Services
Development Applications
1 258 (29.12%) Git (software)
2 117 (13.21%) Jenkins
3 68 (7.67%) Selenium
4 67 (7.56%) Maven
5 56 (6.32%) JIRA
6 55 (6.21%) JUnit
7 53 (5.98%) Subversion
8 47 (5.30%) Mercurial
9 39 (4.40%) Atlassian Bamboo
9 39 (4.40%) GitLab
10 29 (3.27%) TeamCity
11 23 (2.60%) Team Foundation Server
12 22 (2.48%) Visual Studio
13 21 (2.37%) Octopus Deploy
14 20 (2.26%) Moq
14 20 (2.26%) NUnit
15 15 (1.69%) MSTest
16 13 (1.47%) Sonatype Nexus
16 13 (1.47%) Visual Studio Team System
17 12 (1.35%) Vagrant
General
1 113 (12.75%) Finance
2 37 (4.18%) Public Sector
3 33 (3.72%) Banking
4 27 (3.05%) Retail
5 14 (1.58%) Games
5 14 (1.58%) Manufacturing
6 13 (1.47%) Automotive
6 13 (1.47%) Investment Banking
7 11 (1.24%) Marketing
8 9 (1.02%) Law
9 6 (0.68%) Aerospace
10 5 (0.56%) Telecoms
11 4 (0.45%) Legal
11 4 (0.45%) Local Government
12 2 (0.23%) Advertising
12 2 (0.23%) Electronics
12 2 (0.23%) Pharmaceutical
13 1 (0.11%) Back Office
13 1 (0.11%) Financial Institution
13 1 (0.11%) Front Office
Job Titles
1 453 (51.13%) Developer
2 167 (18.85%) Software Engineer
3 121 (13.66%) .NET Developer
4 93 (10.50%) Senior Developer
5 90 (10.16%) Java Engineer
6 80 (9.03%) Java Developer
7 71 (8.01%) DevOps Engineer
7 71 (8.01%) Java Software Engineer
8 63 (7.11%) Full Stack Developer
9 62 (7.00%) Software Developer
10 53 (5.98%) Data Engineer
11 45 (5.08%) Architect
11 45 (5.08%) PHP Developer
12 39 (4.40%) C# Developer
13 30 (3.39%) C# .NET Developer
14 26 (2.93%) Platform Engineer
15 25 (2.82%) AWS Engineer
15 25 (2.82%) Backend Developer
15 25 (2.82%) Senior .NET Developer
16 24 (2.71%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 258 (29.12%) .NET
2 187 (21.11%) CSS
3 186 (20.99%) HTML
4 166 (18.74%) AngularJS
5 152 (17.16%) React
6 139 (15.69%) Node.js
7 133 (15.01%) Spring
8 132 (14.90%) .NET Core
9 126 (14.22%) RESTful
10 110 (12.42%) ASP.NET
11 90 (10.16%) .NET Framework
12 85 (9.59%) REST
13 83 (9.37%) Web Services
14 79 (8.92%) ASP.NET MVC
14 79 (8.92%) Spring Boot
15 65 (7.34%) jQuery
16 64 (7.22%) Kafka
17 61 (6.88%) ASP.NET Web API
18 56 (6.32%) HTML5
19 54 (6.09%) RabbitMQ
Miscellaneous
1 52 (5.87%) Algorithms
1 52 (5.87%) Data Structures
2 48 (5.42%) Greenfield Project
3 41 (4.63%) Mobile App
4 37 (4.18%) Analytical Skills
5 26 (2.93%) User Experience
6 19 (2.14%) Public Cloud
7 17 (1.92%) Data Centre
8 16 (1.81%) Self-Motivation
9 15 (1.69%) Management Information System
10 14 (1.58%) Cloud Native
10 14 (1.58%) Enterprise Software
11 8 (0.90%) Reinsurance
11 8 (0.90%) Replication
11 8 (0.90%) Wiki
12 7 (0.79%) Blog
12 7 (0.79%) Social Media
13 5 (0.56%) Acoustics
13 5 (0.56%) Online Games
14 4 (0.45%) Life Science
Operating Systems
1 178 (20.09%) Linux
2 57 (6.43%) Windows
3 38 (4.29%) CentOS
4 34 (3.84%) Unix
5 33 (3.72%) Red Hat Enterprise Linux
6 18 (2.03%) Windows Server
7 13 (1.47%) Android
8 11 (1.24%) Apple iOS
8 11 (1.24%) Windows Server 2012
9 8 (0.90%) CoreOS
9 8 (0.90%) Ubuntu
9 8 (0.90%) Windows Server 2016
10 6 (0.68%) Debian
11 1 (0.11%) Mac OS
11 1 (0.11%) Mac OS X
Processes & Methodologies
1 444 (50.11%) Agile Software Development
2 314 (35.44%) DevOps
3 269 (30.36%) Software Engineering
4 267 (30.14%) Microservices
5 189 (21.33%) TDD
6 185 (20.88%) Continuous Integration
7 132 (14.90%) MVC
8 112 (12.64%) OO
9 108 (12.19%) Scrum
10 104 (11.74%) Test Automation
11 101 (11.40%) Computer Science
12 93 (10.50%) Open Source
13 85 (9.59%) Mentoring
14 84 (9.48%) Problem-Solving
15 68 (7.67%) Machine Learning
16 67 (7.56%) Mathematics
17 64 (7.22%) Analytics
18 61 (6.88%) Artificial Intelligence
18 61 (6.88%) BDD
19 60 (6.77%) Business Intelligence
Programming Languages
1 473 (53.39%) SQL
2 376 (42.44%) JavaScript
3 343 (38.71%) Java
4 296 (33.41%) C#
5 277 (31.26%) Python
6 106 (11.96%) PHP
7 79 (8.92%) Scala
8 78 (8.80%) TypeScript
9 62 (7.00%) C++
9 62 (7.00%) Ruby
10 55 (6.21%) Go
11 53 (5.98%) Bash Shell
12 52 (5.87%) Java 8
13 42 (4.74%) PowerShell
14 23 (2.60%) R
14 23 (2.60%) T-SQL
15 15 (1.69%) PL/SQL
16 13 (1.47%) C
16 13 (1.47%) Kotlin
17 10 (1.13%) Groovy
Qualifications
1 164 (18.51%) Degree
2 76 (8.58%) Computer Science Degree
3 30 (3.39%) Security Cleared
4 20 (2.26%) AWS Certification
5 17 (1.92%) DV Cleared
5 17 (1.92%) SC Cleared
6 10 (1.13%) PhD
7 9 (1.02%) Master's Degree
7 9 (1.02%) TOGAF Certification
8 6 (0.68%) ITIL Certification
9 5 (0.56%) ISTQB
9 5 (0.56%) Numerate Degree
10 4 (0.45%) Sun Certification
11 1 (0.11%) CESG Certified Professional
11 1 (0.11%) DBS Check
11 1 (0.11%) ISEB
11 1 (0.11%) Microsoft Certification
11 1 (0.11%) PMI Certification
11 1 (0.11%) PRINCE2 Certification
11 1 (0.11%) SAFe Agilist
Quality Assurance & Compliance
1 23 (2.60%) QA
2 11 (1.24%) GDPR
3 8 (0.90%) Data Quality
4 2 (0.23%) ISO/IEC 27001
5 1 (0.11%) HL7
System Software
1 225 (25.40%) Docker
2 11 (1.24%) VirtualBox
3 9 (1.02%) Active Directory
4 8 (0.90%) GlusterFS
5 7 (0.79%) HDFS
5 7 (0.79%) VMware Infrastructure
6 6 (0.68%) Hyper-V
6 6 (0.68%) vCloud
7 4 (0.45%) Varnish
7 4 (0.45%) VMware ESXi
7 4 (0.45%) VMware NSX
8 2 (0.23%) vSphere
8 2 (0.23%) zsh
9 1 (0.11%) Ceph
9 1 (0.11%) FreeRADIUS
9 1 (0.11%) Gluster
9 1 (0.11%) Virtual Machines
Systems Management
1 163 (18.40%) Kubernetes
2 87 (9.82%) Terraform
3 77 (8.69%) Ansible
4 58 (6.55%) Puppet
5 34 (3.84%) Grafana
6 29 (3.27%) Prometheus
7 24 (2.71%) Graphite
7 24 (2.71%) Opscode Chef
8 13 (1.47%) Docker Swarm
8 13 (1.47%) Packer
9 9 (1.02%) Consul
9 9 (1.02%) Kibana
10 8 (0.90%) Nagios
11 4 (0.45%) HP ALM
11 4 (0.45%) logstash
11 4 (0.45%) MIIS
11 4 (0.45%) Single Sign-On
12 3 (0.34%) Mesos
13 2 (0.23%) Cloudify
13 2 (0.23%) Hadoop YARN
Vendors
1 98 (11.06%) Microsoft
2 85 (9.59%) Oracle
3 46 (5.19%) Google
4 20 (2.26%) Tableau
5 16 (1.81%) Teradata
6 15 (1.69%) Red Hat
7 13 (1.47%) Splunk
8 12 (1.35%) Databricks
8 12 (1.35%) VMware
9 10 (1.13%) IBM
10 9 (1.02%) Atlassian
10 9 (1.02%) New Relic
11 8 (0.90%) Cadence
11 8 (0.90%) Cognos
11 8 (0.90%) Netezza
11 8 (0.90%) Xamarin
12 7 (0.79%) Alteryx
12 7 (0.79%) Perforce
12 7 (0.79%) SaltStack
12 7 (0.79%) Zend