Period
to 26 November 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 26 November 2020 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
26 Nov 2020
Same period 2019 Same period 2018
Rank 83 137 92
Rank change year-on-year +54 -45 -2
Permanent jobs citing NoSQL 1,919 3,227 5,023
As % of all permanent jobs advertised in England 3.82% 2.57% 3.35%
As % of the Database & Business Intelligence category 13.54% 9.50% 11.50%
Number of salaries quoted 1,968 2,976 4,403
Median annual salary £60,750 £60,000 £57,500
Median salary % change year-on-year +1.25% +4.35% +4.55%
10th Percentile £42,500 £35,000 £35,000
90th Percentile £88,750 £91,250 £90,000
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 14,174 33,957 43,684
As % of all permanent IT jobs advertised in England 28.24% 27.06% 29.16%
Number of salaries quoted 12,127 28,331 36,191
Median annual salary £55,000 £52,500 £51,500
Median salary % change year-on-year +4.76% +1.94% +3.00%
10th Percentile £34,750 £32,000 £31,250
90th Percentile £90,000 £87,500 £85,000
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 England

Job postings citing NoSQL as a proportion of all IT jobs advertised in England.

Job vacancy trend for NoSQL in England

NoSQL
Salary Trend in England

3-month moving average salary quoted in jobs citing NoSQL in England.

Salary trend for NoSQL in England

NoSQL
Salary Histogram in England

Salary distribution for jobs citing NoSQL in England over the 6 months to 26 November 2020.

Salary histogram for NoSQL in England

NoSQL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the England region over the 6 months to 26 November 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
London +24 919 £70,000 - 135
South East +92 340 £60,000 +20.00% 40
North of England +73 335 £52,500 - 61
Yorkshire +105 153 £52,500 -4.55% 14
North West +29 139 £58,750 +11.90% 35
Midlands +72 123 £55,000 +10.00% 33
South West +58 113 £50,000 +5.26% 21
West Midlands +67 89 £56,250 +12.50% 20
East of England +80 67 £60,000 +9.09% 19
North East +35 43 £47,500 -12.94% 12
East Midlands +65 34 £52,500 +5.00% 12
NoSQL
UK

For the 6 months to 26 November 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 England region with a requirement for NoSQL.

1 995 (51.85%) SQL
2 992 (51.69%) Agile Software Development
3 797 (41.53%) AWS
4 731 (38.09%) Java
5 727 (37.88%) JavaScript
6 692 (36.06%) Microservices
7 658 (34.29%) Python
8 619 (32.26%) Azure
9 573 (29.86%) C#
10 571 (29.76%) DevOps
11 529 (27.57%) Git (software)
12 514 (26.78%) Docker
13 513 (26.73%) Software Engineering
14 505 (26.32%) TDD
15 478 (24.91%) React
16 474 (24.70%) .NET
17 441 (22.98%) Kubernetes
18 440 (22.93%) MongoDB
19 410 (21.37%) Node.js
20 364 (18.97%) Finance
21 356 (18.55%) SQL Server
22 344 (17.93%) Continuous Integration
23 325 (16.94%) .NET Core
24 324 (16.88%) RESTful
25 322 (16.78%) Test Automation
26 319 (16.62%) AngularJS
27 311 (16.21%) Degree
28 300 (15.63%) MVC
29 267 (13.91%) Linux
29 267 (13.91%) Spring

NoSQL
Co-occurring IT Skills in England 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
1 181 (9.43%) Elasticsearch
2 171 (8.91%) Apache Spark
3 92 (4.79%) NServiceBus
4 69 (3.60%) Confluence
5 66 (3.44%) nginx
6 65 (3.39%) Apache
7 25 (1.30%) Tomcat
8 24 (1.25%) Apache Airflow
9 21 (1.09%) CMS
10 17 (0.89%) JBoss
11 13 (0.68%) SharePoint
12 12 (0.63%) Apache Solr
13 11 (0.57%) Cloud Foundry
13 11 (0.57%) Tornado
14 10 (0.52%) Headless CMS
14 10 (0.52%) Luigi
14 10 (0.52%) Umbraco
14 10 (0.52%) WebSphere
15 9 (0.47%) Jupyter
15 9 (0.47%) Mule
Applications
1 8 (0.42%) Microsoft Office
2 7 (0.36%) Microsoft Excel
3 1 (0.052%) Weka
Business Applications
1 19 (0.99%) Dynamics CRM
2 9 (0.47%) Oracle BPM
3 7 (0.36%) IBM Operational Decision Manager
4 4 (0.21%) Eikon
4 4 (0.21%) Magento
5 2 (0.10%) Distributed Ledger
5 2 (0.10%) Sentinel
6 1 (0.052%) Sparx Enterprise Architect
Cloud Services
1 797 (41.53%) AWS
2 619 (32.26%) Azure
3 244 (12.71%) GCP
4 139 (7.24%) Serverless
5 122 (6.36%) PaaS
6 115 (5.99%) IaaS
7 95 (4.95%) SaaS
8 88 (4.59%) AWS Lambda
9 85 (4.43%) GitHub
10 61 (3.18%) Amazon S3
10 61 (3.18%) OpenShift
11 60 (3.13%) Cloud Computing
12 55 (2.87%) Amazon EC2
13 33 (1.72%) Power Platform
14 32 (1.67%) Azure Data Factory
15 27 (1.41%) Amazon EMR
15 27 (1.41%) AWS CloudFormation
16 26 (1.35%) Amazon Kinesis
17 23 (1.20%) Amazon ECS
18 20 (1.04%) npm
Communications & Networking
1 115 (5.99%) HTTP
2 84 (4.38%) Skype
3 21 (1.09%) Internet
4 13 (0.68%) TCP/IP
4 13 (0.68%) VPN
5 12 (0.63%) Firewall
6 11 (0.57%) AMQP
7 8 (0.42%) Kerberos
8 7 (0.36%) 5G
8 7 (0.36%) DNS
8 7 (0.36%) FTP
9 6 (0.31%) HTTPS
9 6 (0.31%) Network Security
9 6 (0.31%) SNMP
10 5 (0.26%) VoIP
11 4 (0.21%) MQTT
12 3 (0.16%) SAN
12 3 (0.16%) SMTP
12 3 (0.16%) SSH
13 2 (0.10%) Reverse Proxy
Database & Business Intelligence
1 440 (22.93%) MongoDB
2 356 (18.55%) SQL Server
3 251 (13.08%) Big Data
4 221 (11.52%) PostgreSQL
5 211 (11.00%) Relational Database
6 200 (10.42%) Apache Cassandra
7 184 (9.59%) Redis
8 162 (8.44%) MySQL
9 151 (7.87%) Data Warehouse
10 149 (7.76%) Hadoop
11 92 (4.79%) Amazon DynamoDB
12 80 (4.17%) RDBMS
13 78 (4.06%) Amazon Redshift
14 75 (3.91%) Data Lake
15 54 (2.81%) Snowflake Schema
16 49 (2.55%) Cosmos DB
17 48 (2.50%) Apache Hive
18 39 (2.03%) Amazon RDS
18 39 (2.03%) BigQuery
19 33 (1.72%) SQL Server Integration Services
Development Applications
1 529 (27.57%) Git (software)
2 225 (11.72%) Jenkins
3 143 (7.45%) JIRA
4 108 (5.63%) Subversion
5 94 (4.90%) Selenium
6 84 (4.38%) TeamCity
7 82 (4.27%) Mercurial
8 80 (4.17%) JUnit
9 67 (3.49%) Octopus Deploy
10 58 (3.02%) Maven
11 53 (2.76%) Atlassian Bamboo
12 50 (2.61%) GitLab
12 50 (2.61%) Team Foundation Server
13 48 (2.50%) Mockito
14 38 (1.98%) Bitbucket
15 33 (1.72%) webpack
16 32 (1.67%) Artifactory
17 25 (1.30%) Visual Studio
18 23 (1.20%) NUnit
19 20 (1.04%) Vagrant
General
1 364 (18.97%) Finance
2 97 (5.05%) Banking
3 76 (3.96%) Public Sector
4 70 (3.65%) Front Office
5 58 (3.02%) Retail
6 53 (2.76%) Marketing
7 49 (2.55%) Telecoms
8 42 (2.19%) Games
9 36 (1.88%) Manufacturing
10 35 (1.82%) Law
11 23 (1.20%) Publishing
12 22 (1.15%) Electronics
13 13 (0.68%) Advertising
14 10 (0.52%) Aerospace
14 10 (0.52%) Financial Institution
15 6 (0.31%) Automotive
15 6 (0.31%) Digital Economy
15 6 (0.31%) Investment Banking
16 5 (0.26%) Back Office
16 5 (0.26%) Pharmaceutical
Job Titles
1 949 (49.45%) Developer
2 262 (13.65%) Software Engineer
3 236 (12.30%) Senior Developer
4 223 (11.62%) Java Developer
5 189 (9.85%) .NET Developer
6 172 (8.96%) Data Engineer
7 129 (6.72%) DevOps Engineer
8 125 (6.51%) Java Engineer
9 119 (6.20%) Full Stack Developer
10 117 (6.10%) C# Developer
11 104 (5.42%) Architect
12 96 (5.00%) Software Developer
13 80 (4.17%) Java Software Engineer
14 74 (3.86%) Scala Developer
15 64 (3.34%) Python Engineer
16 63 (3.28%) C# .NET Developer
17 58 (3.02%) Python Developer
18 55 (2.87%) AWS Engineer
19 52 (2.71%) SC Cleared Java Developer
19 52 (2.71%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 478 (24.91%) React
2 474 (24.70%) .NET
3 410 (21.37%) Node.js
4 325 (16.94%) .NET Core
5 324 (16.88%) RESTful
6 319 (16.62%) AngularJS
7 267 (13.91%) Spring
8 260 (13.55%) Kafka
9 252 (13.13%) CSS
10 248 (12.92%) REST
11 235 (12.25%) HTML
12 229 (11.93%) ASP.NET
13 191 (9.95%) Web Services
14 169 (8.81%) .NET Framework
15 164 (8.55%) ASP.NET MVC
16 159 (8.29%) Spring Boot
17 128 (6.67%) ASP.NET Web API
18 123 (6.41%) JSON
19 121 (6.31%) RabbitMQ
20 112 (5.84%) jQuery
Miscellaneous
1 138 (7.19%) Algorithms
2 125 (6.51%) Greenfield Project
3 118 (6.15%) Data Structures
4 111 (5.78%) Analytical Skills
5 74 (3.86%) Cloud Native
6 57 (2.97%) Mobile App
7 55 (2.87%) Self-Motivation
8 50 (2.61%) Public Cloud
9 42 (2.19%) Enterprise Software
10 41 (2.14%) User Experience
11 36 (1.88%) Blog
12 30 (1.56%) Renewable Energy
13 29 (1.51%) Management Information System
14 28 (1.46%) Fixed Income
15 27 (1.41%) Virtual Team
16 26 (1.35%) iPhone
17 23 (1.20%) Hedge funds
18 22 (1.15%) Derivative
19 20 (1.04%) Data Centre
20 19 (0.99%) Equities
Operating Systems
1 267 (13.91%) Linux
2 77 (4.01%) Windows
3 51 (2.66%) Android
4 44 (2.29%) Unix
5 40 (2.08%) CentOS
5 40 (2.08%) Red Hat Enterprise Linux
6 27 (1.41%) Apple iOS
7 13 (0.68%) VMS
8 7 (0.36%) CoreOS
9 6 (0.31%) Mac OS
10 5 (0.26%) Ubuntu
10 5 (0.26%) Windows Server
11 2 (0.10%) Embedded Linux
11 2 (0.10%) Oracle Linux
12 1 (0.052%) Debian
12 1 (0.052%) Mac OS X
Processes & Methodologies
1 992 (51.69%) Agile Software Development
2 692 (36.06%) Microservices
3 571 (29.76%) DevOps
4 513 (26.73%) Software Engineering
5 505 (26.32%) TDD
6 344 (17.93%) Continuous Integration
7 322 (16.78%) Test Automation
8 300 (15.63%) MVC
9 263 (13.71%) Scrum
10 256 (13.34%) OO
11 251 (13.08%) Computer Science
12 235 (12.25%) Mentoring
13 219 (11.41%) Open Source
14 194 (10.11%) BDD
15 173 (9.02%) Analytics
16 156 (8.13%) Machine Learning
17 153 (7.97%) Fintech
18 148 (7.71%) Mathematics
19 140 (7.30%) Data Science
20 139 (7.24%) SOLID
Programming Languages
1 995 (51.85%) SQL
2 731 (38.09%) Java
3 727 (37.88%) JavaScript
4 658 (34.29%) Python
5 573 (29.86%) C#
6 217 (11.31%) Scala
7 181 (9.43%) TypeScript
8 151 (7.87%) Java 8
9 128 (6.67%) PHP
10 115 (5.99%) C++
11 91 (4.74%) Go
12 83 (4.33%) Kotlin
13 79 (4.12%) Ruby
14 78 (4.06%) R
15 59 (3.07%) Bash Shell
16 49 (2.55%) Shell Script
17 47 (2.45%) T-SQL
18 43 (2.24%) PowerShell
19 41 (2.14%) ES6
20 26 (1.35%) C
Qualifications
1 311 (16.21%) Degree
2 134 (6.98%) Computer Science Degree
3 109 (5.68%) Security Cleared
4 95 (4.95%) SC Cleared
5 41 (2.14%) Numerate Degree
6 33 (1.72%) AWS Certification
7 26 (1.35%) PhD
8 20 (1.04%) CCNA
8 20 (1.04%) Cisco Certification
8 20 (1.04%) DV Cleared
9 10 (0.52%) Master's Degree
10 1 (0.052%) CIW
10 1 (0.052%) HND
10 1 (0.052%) ITIL Foundation Certificate
10 1 (0.052%) Microsoft Certification
Quality Assurance & Compliance
1 83 (4.33%) QA
2 15 (0.78%) GDPR
3 9 (0.47%) Data Quality
4 3 (0.16%) ISO/IEC 27001
5 2 (0.10%) HIPAA
5 2 (0.10%) IEC 62304
5 2 (0.10%) ISO 13485
5 2 (0.10%) ISO 9001
5 2 (0.10%) SLA
6 1 (0.052%) HL7
6 1 (0.052%) PMO
6 1 (0.052%) WCAG
System Software
1 514 (26.78%) Docker
2 13 (0.68%) Active Directory
3 12 (0.63%) Apache ZooKeeper
4 9 (0.47%) HDFS
5 8 (0.42%) VirtualBox
6 7 (0.36%) GlusterFS
6 7 (0.36%) Varnish
7 6 (0.31%) VMware Infrastructure
8 5 (0.26%) Apache Flume
9 3 (0.16%) LXC
9 3 (0.16%) Virtual Machines
9 3 (0.16%) zsh
10 2 (0.10%) Firmware
11 1 (0.052%) Ceph
11 1 (0.052%) Gluster
11 1 (0.052%) Hyper-V
11 1 (0.052%) Lustre
Systems Management
1 441 (22.98%) Kubernetes
2 154 (8.03%) Terraform
3 121 (6.31%) Ansible
4 50 (2.61%) Puppet
5 40 (2.08%) Prometheus
6 32 (1.67%) Grafana
7 26 (1.35%) Opscode Chef
8 25 (1.30%) Graphite
9 17 (0.89%) Mesos
10 13 (0.68%) Marathon
11 10 (0.52%) Nagios
12 9 (0.47%) Docker Swarm
13 7 (0.36%) MIIS
14 6 (0.31%) Kibana
14 6 (0.31%) Packer
15 5 (0.26%) Netcool
15 5 (0.26%) Opsview
16 4 (0.21%) Oozie
16 4 (0.21%) Single Sign-On
17 3 (0.16%) Zipkin
Vendors
1 184 (9.59%) Microsoft
2 98 (5.11%) Oracle
3 87 (4.53%) Google
4 49 (2.55%) Databricks
5 31 (1.62%) Red Hat
6 28 (1.46%) Xamarin
7 25 (1.30%) SAP
8 24 (1.25%) Splunk
9 13 (0.68%) Facebook
10 12 (0.63%) New Relic
11 11 (0.57%) AppDynamics
12 10 (0.52%) Atlassian
12 10 (0.52%) StreamSets
13 9 (0.47%) Cloudera
13 9 (0.47%) IBM
13 9 (0.47%) MuleSoft
13 9 (0.47%) Salesforce.com
14 8 (0.42%) Informatica
14 8 (0.42%) Nintex
15 6 (0.31%) VMware