Period
to 24 September 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 24 September 2020 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
24 Sep 2020
Same period 2019 Same period 2018
Rank 83 142 89
Rank change year-on-year +59 -53 -3
Permanent jobs citing NoSQL 1,667 3,326 5,305
As % of all permanent jobs advertised in England 3.69% 2.55% 3.42%
As % of the Database & Business Intelligence category 12.94% 9.45% 11.50%
Number of salaries quoted 1,613 3,010 4,576
Median annual salary £60,000 £61,250 £55,000
Median salary % change year-on-year -2.04% +11.36% -
10th Percentile £40,000 £35,000 £35,000
90th Percentile £95,000 £90,000 £87,500
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 12,887 35,189 46,127
As % of all permanent IT jobs advertised in England 28.56% 27.03% 29.70%
Number of salaries quoted 10,815 29,086 37,770
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.04%
10th Percentile £33,750 £31,500 £31,250
90th Percentile £90,000 £86,250 £83,750
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 24 September 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 24 September 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 +16 862 £72,500 +3.57% 144
North of England +90 286 £52,500 -3.67% 73
South East +66 252 £55,000 +10.00% 50
North West +53 153 £55,000 +0.81% 39
Midlands +106 106 £57,500 +15.00% 24
Yorkshire +117 97 £50,000 -4.76% 14
South West +54 84 £51,046 +7.47% 20
West Midlands +86 77 £55,000 +10.00% 14
East of England +90 62 £60,000 +9.09% 22
North East +36 36 £45,000 -19.52% 20
East Midlands +75 29 £57,500 +15.00% 10
NoSQL
UK

For the 6 months to 24 September 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.

1 915 (54.89%) Agile Software Development
2 833 (49.97%) SQL
3 668 (40.07%) Java
4 663 (39.77%) AWS
5 643 (38.57%) Microservices
6 641 (38.45%) JavaScript
7 560 (33.59%) Python
8 516 (30.95%) Azure
9 503 (30.17%) C#
10 494 (29.63%) Docker
10 494 (29.63%) DevOps
11 457 (27.41%) Software Engineering
12 449 (26.93%) TDD
13 443 (26.57%) .NET
14 439 (26.33%) Git (software)
15 419 (25.13%) React
16 409 (24.54%) MongoDB
16 409 (24.54%) Kubernetes
17 351 (21.06%) Node.js
18 345 (20.70%) Finance
19 340 (20.40%) SQL Server
20 319 (19.14%) AngularJS
21 290 (17.40%) Continuous Integration
22 285 (17.10%) RESTful
23 273 (16.38%) .NET Core
24 268 (16.08%) Linux
25 266 (15.96%) MVC
26 261 (15.66%) Degree
27 258 (15.48%) Spring
28 256 (15.36%) REST

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
1 161 (9.66%) Elasticsearch
2 138 (8.28%) Apache Spark
3 77 (4.62%) Apache
4 69 (4.14%) NServiceBus
5 63 (3.78%) Confluence
6 43 (2.58%) nginx
7 21 (1.26%) Tomcat
8 18 (1.08%) Apache Airflow
9 17 (1.02%) CMS
10 16 (0.96%) Cloud Foundry
11 13 (0.78%) Apache Solr
12 10 (0.60%) JBoss
12 10 (0.60%) Luigi
12 10 (0.60%) WebSphere
13 7 (0.42%) GlassFish
14 6 (0.36%) Apache Pig
14 6 (0.36%) Ethereum
14 6 (0.36%) SharePoint
15 5 (0.30%) Jupyter
16 4 (0.24%) Oracle Coherence
Applications
1 16 (0.96%) Microsoft Excel
2 2 (0.12%) Microsoft Office
3 1 (0.060%) Adobe Premiere
3 1 (0.060%) AutoCAD
3 1 (0.060%) Microsoft PowerPoint
3 1 (0.060%) MS Visio
Business Applications
1 12 (0.72%) Dynamics CRM
2 9 (0.54%) Distributed Ledger
3 7 (0.42%) IBM Operational Decision Manager
4 6 (0.36%) Magento
5 5 (0.30%) Oracle BPM
6 4 (0.24%) Eikon
7 2 (0.12%) OpenCart
7 2 (0.12%) Sentinel
8 1 (0.060%) Bloomberg AIM
8 1 (0.060%) Markit EDM
8 1 (0.060%) Sparx Enterprise Architect
8 1 (0.060%) thinkFolio
Cloud Services
1 663 (39.77%) AWS
2 516 (30.95%) Azure
3 207 (12.42%) GCP
4 114 (6.84%) Serverless
5 102 (6.12%) SaaS
6 90 (5.40%) PaaS
7 86 (5.16%) GitHub
8 81 (4.86%) IaaS
9 65 (3.90%) OpenShift
10 62 (3.72%) AWS Lambda
11 60 (3.60%) Cloud Computing
12 46 (2.76%) Amazon S3
13 45 (2.70%) Amazon EC2
14 25 (1.50%) Amazon EMR
14 25 (1.50%) Power Platform
15 22 (1.32%) Amazon ECS
16 20 (1.20%) npm
17 19 (1.14%) Azure Data Factory
18 18 (1.08%) Amazon SQS
18 18 (1.08%) AWS CloudFormation
Communications & Networking
1 79 (4.74%) HTTP
2 59 (3.54%) Skype
3 24 (1.44%) Internet
4 17 (1.02%) Firewall
5 13 (0.78%) AMQP
6 10 (0.60%) Kerberos
6 10 (0.60%) VPN
7 8 (0.48%) FTP
7 8 (0.48%) TCP/IP
8 7 (0.42%) 5G
9 6 (0.36%) Network Security
10 5 (0.30%) HTTPS
10 5 (0.30%) SNMP
11 4 (0.24%) SSL
11 4 (0.24%) VoIP
12 3 (0.18%) SAN
13 2 (0.12%) DNS
13 2 (0.12%) LAN
13 2 (0.12%) SMTP
13 2 (0.12%) WAN
Database & Business Intelligence
1 409 (24.54%) MongoDB
2 340 (20.40%) SQL Server
3 215 (12.90%) Big Data
4 184 (11.04%) Apache Cassandra
5 180 (10.80%) Relational Database
6 155 (9.30%) MySQL
6 155 (9.30%) PostgreSQL
7 141 (8.46%) Hadoop
8 139 (8.34%) Redis
9 118 (7.08%) Data Warehouse
10 84 (5.04%) RDBMS
11 79 (4.74%) Amazon DynamoDB
12 64 (3.84%) Amazon Redshift
13 58 (3.48%) Data Lake
14 48 (2.88%) BigQuery
15 46 (2.76%) Cosmos DB
16 45 (2.70%) Snowflake Schema
17 40 (2.40%) Apache Hive
18 38 (2.28%) Neo4j
19 34 (2.04%) Flink
Development Applications
1 439 (26.33%) Git (software)
2 202 (12.12%) Jenkins
3 114 (6.84%) JIRA
4 78 (4.68%) JUnit
5 73 (4.38%) Selenium
5 73 (4.38%) Subversion
6 66 (3.96%) TeamCity
7 58 (3.48%) Atlassian Bamboo
8 52 (3.12%) Mockito
9 51 (3.06%) Maven
10 49 (2.94%) GitLab
11 48 (2.88%) Octopus Deploy
12 47 (2.82%) Mercurial
13 38 (2.28%) Bitbucket
14 34 (2.04%) NUnit
15 32 (1.92%) Artifactory
16 31 (1.86%) Team Foundation Server
17 28 (1.68%) Vagrant
18 25 (1.50%) Moq
19 23 (1.38%) MSTest
General
1 345 (20.70%) Finance
2 106 (6.36%) Banking
3 67 (4.02%) Front Office
4 54 (3.24%) Public Sector
5 46 (2.76%) Retail
6 35 (2.10%) Games
7 31 (1.86%) Marketing
8 21 (1.26%) Law
8 21 (1.26%) Publishing
9 19 (1.14%) Manufacturing
10 17 (1.02%) Advertising
10 17 (1.02%) Investment Banking
11 15 (0.90%) Telecoms
12 10 (0.60%) Financial Institution
13 8 (0.48%) Aerospace
14 7 (0.42%) Automotive
15 5 (0.30%) Local Government
15 5 (0.30%) Pharmaceutical
16 4 (0.24%) Back Office
17 3 (0.18%) Electronics
Job Titles
1 831 (49.85%) Developer
2 228 (13.68%) Java Developer
3 213 (12.78%) Software Engineer
4 204 (12.24%) .NET Developer
5 194 (11.64%) Senior Developer
6 135 (8.10%) Data Engineer
7 116 (6.96%) Architect
8 113 (6.78%) DevOps Engineer
9 110 (6.60%) C# Developer
10 102 (6.12%) Full Stack Developer
11 100 (6.00%) Java Engineer
12 77 (4.62%) C# .NET Developer
13 69 (4.14%) Software Developer
14 61 (3.66%) Java Software Engineer
14 61 (3.66%) Senior Java Developer
15 56 (3.36%) AWS Engineer
16 55 (3.30%) Scala Developer
17 54 (3.24%) Python Engineer
18 51 (3.06%) SC Cleared Java Developer
19 48 (2.88%) Python Developer
Libraries, Frameworks & Software Standards
1 443 (26.57%) .NET
2 419 (25.13%) React
3 351 (21.06%) Node.js
4 319 (19.14%) AngularJS
5 285 (17.10%) RESTful
6 273 (16.38%) .NET Core
7 258 (15.48%) Spring
8 256 (15.36%) REST
9 239 (14.34%) Kafka
10 238 (14.28%) ASP.NET
11 235 (14.10%) CSS
12 230 (13.80%) HTML
13 154 (9.24%) ASP.NET MVC
14 149 (8.94%) .NET Framework
15 148 (8.88%) Spring Boot
16 147 (8.82%) Web Services
17 136 (8.16%) ASP.NET Web API
18 105 (6.30%) RabbitMQ
19 99 (5.94%) jQuery
20 92 (5.52%) JSON
Miscellaneous
1 126 (7.56%) Greenfield Project
2 112 (6.72%) Algorithms
3 87 (5.22%) Data Structures
4 78 (4.68%) Analytical Skills
5 59 (3.54%) Mobile App
6 54 (3.24%) Cloud Native
7 50 (3.00%) Self-Motivation
8 39 (2.34%) Blog
9 37 (2.22%) Enterprise Software
9 37 (2.22%) Public Cloud
9 37 (2.22%) User Experience
10 29 (1.74%) Hedge funds
10 29 (1.74%) Management Information System
11 27 (1.62%) Equities
12 23 (1.38%) Fixed Income
13 21 (1.26%) Social Media
14 19 (1.14%) Foreign Exchange (FX)
15 18 (1.08%) Data Centre
15 18 (1.08%) Derivative
15 18 (1.08%) Equity Derivative
Operating Systems
1 268 (16.08%) Linux
2 83 (4.98%) Windows
3 48 (2.88%) Red Hat Enterprise Linux
4 41 (2.46%) CentOS
5 36 (2.16%) Unix
6 28 (1.68%) Android
7 15 (0.90%) VMS
8 12 (0.72%) Apple iOS
8 12 (0.72%) Windows Server
9 8 (0.48%) CoreOS
10 7 (0.42%) Mac OS
11 5 (0.30%) Mac OS X
12 3 (0.18%) Debian
12 3 (0.18%) Ubuntu
13 2 (0.12%) Windows Server 2012
14 1 (0.060%) Embedded Linux
14 1 (0.060%) Kali Linux
14 1 (0.060%) SUSE
Processes & Methodologies
1 915 (54.89%) Agile Software Development
2 643 (38.57%) Microservices
3 494 (29.63%) DevOps
4 457 (27.41%) Software Engineering
5 449 (26.93%) TDD
6 290 (17.40%) Continuous Integration
7 266 (15.96%) MVC
8 238 (14.28%) Test Automation
9 211 (12.66%) Scrum
10 208 (12.48%) Open Source
11 205 (12.30%) Computer Science
12 196 (11.76%) BDD
13 187 (11.22%) OO
14 185 (11.10%) Mentoring
15 154 (9.24%) Analytics
16 147 (8.82%) Machine Learning
17 139 (8.34%) Fintech
18 123 (7.38%) Mathematics
19 120 (7.20%) SDLC
20 116 (6.96%) Artificial Intelligence
Programming Languages
1 833 (49.97%) SQL
2 668 (40.07%) Java
3 641 (38.45%) JavaScript
4 560 (33.59%) Python
5 503 (30.17%) C#
6 191 (11.46%) Scala
7 159 (9.54%) Java 8
8 137 (8.22%) TypeScript
9 121 (7.26%) PHP
10 104 (6.24%) C++
11 88 (5.28%) Ruby
12 79 (4.74%) Go
13 70 (4.20%) R
14 54 (3.24%) Bash Shell
14 54 (3.24%) Kotlin
15 46 (2.76%) PowerShell
16 35 (2.10%) ES6
17 30 (1.80%) C
17 30 (1.80%) Shell Script
18 29 (1.74%) Perl
Qualifications
1 261 (15.66%) Degree
2 120 (7.20%) Computer Science Degree
3 91 (5.46%) Security Cleared
4 77 (4.62%) SC Cleared
5 38 (2.28%) AWS Certification
6 29 (1.74%) Numerate Degree
7 22 (1.32%) DV Cleared
7 22 (1.32%) PhD
8 20 (1.20%) Master's Degree
9 18 (1.08%) CCNA
9 18 (1.08%) Cisco Certification
10 4 (0.24%) TOGAF Certification
11 2 (0.12%) Microsoft Certification
11 2 (0.12%) RHCE
12 1 (0.060%) A+ Certification
12 1 (0.060%) CCIE
12 1 (0.060%) CCNP
12 1 (0.060%) HND
12 1 (0.060%) ISEB
12 1 (0.060%) ISTQB
Quality Assurance & Compliance
1 63 (3.78%) QA
2 19 (1.14%) Data Quality
3 16 (0.96%) GDPR
4 3 (0.18%) ISO/IEC 27001
5 1 (0.060%) Basel III
5 1 (0.060%) HIPAA
5 1 (0.060%) HL7
5 1 (0.060%) IEC 62304
5 1 (0.060%) ISO 13485
5 1 (0.060%) ISO 9001
5 1 (0.060%) MiFID
System Software
1 494 (29.63%) Docker
2 14 (0.84%) Apache ZooKeeper
3 9 (0.54%) HDFS
3 9 (0.54%) VirtualBox
4 8 (0.48%) VMware Infrastructure
5 7 (0.42%) Apache Flume
5 7 (0.42%) GlusterFS
6 6 (0.36%) Active Directory
6 6 (0.36%) LXC
7 5 (0.30%) Varnish
7 5 (0.30%) vCloud
8 4 (0.24%) zsh
9 3 (0.18%) Virtual Machines
9 3 (0.18%) VMware ESXi
10 2 (0.12%) VMware NSX
11 1 (0.060%) BIND 9
11 1 (0.060%) Ceph
11 1 (0.060%) FreeRADIUS
11 1 (0.060%) Gluster
11 1 (0.060%) Hyper-V
Systems Management
1 409 (24.54%) Kubernetes
2 163 (9.78%) Terraform
3 109 (6.54%) Ansible
4 59 (3.54%) Puppet
5 43 (2.58%) Prometheus
6 31 (1.86%) Grafana
7 27 (1.62%) Graphite
7 27 (1.62%) Opscode Chef
8 19 (1.14%) Mesos
9 13 (0.78%) Marathon
10 12 (0.72%) Netcool
10 12 (0.72%) Opsview
11 11 (0.66%) Docker Swarm
12 8 (0.48%) Packer
13 7 (0.42%) Nagios
14 6 (0.36%) Kibana
15 5 (0.30%) Consul
15 5 (0.30%) MIIS
16 4 (0.24%) Oozie
17 3 (0.18%) ZABBIX
Vendors
1 164 (9.84%) Microsoft
2 106 (6.36%) Oracle
3 72 (4.32%) Google
4 51 (3.06%) Databricks
5 29 (1.74%) Splunk
6 26 (1.56%) Red Hat
7 18 (1.08%) AppDynamics
8 14 (0.84%) Tableau
8 14 (0.84%) Teradata
9 13 (0.78%) Cloudera
9 13 (0.78%) Facebook
10 12 (0.72%) Dynatrace
10 12 (0.72%) IBM
10 12 (0.72%) SevOne
10 12 (0.72%) TOWER Software
11 10 (0.60%) Apple
11 10 (0.60%) New Relic
11 10 (0.60%) VMware
12 9 (0.54%) Cadence
13 8 (0.48%) Remedy