Period
to 3 July 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 3 July 2020 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
3 Jul 2020
Same period 2019 Same period 2018
Rank 105 123 84
Rank change year-on-year +18 -39 -4
Permanent jobs citing NoSQL 2,127 3,791 5,992
As % of all permanent jobs advertised in England 2.91% 2.80% 3.62%
As % of the Database & Business Intelligence category 10.79% 10.12% 11.83%
Number of salaries quoted 1,952 3,491 5,281
Median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% -
10th Percentile £41,250 £35,000 £35,000
90th Percentile £100,000 £90,025 £85,000
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 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 19,704 37,447 50,659
As % of all permanent IT jobs advertised in England 27.00% 27.62% 30.58%
Number of salaries quoted 16,212 30,962 41,656
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £90,000 £86,250 £81,250
UK median annual salary £55,000 £52,000 £50,000
% change year-on-year +5.77% +4.00% +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 3 July 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 3 July 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 +8 1,327 £72,500 +3.57% 106
North of England +38 326 £50,000 -9.09% 43
South East -41 224 £55,000 +10.00% 40
North West +18 199 £53,012 -3.61% 26
Yorkshire +74 100 £47,500 -5.00% 5
Midlands +60 100 £57,500 +15.00% 24
South West -9 86 £51,593 +8.62% 10
West Midlands +41 60 £60,000 +20.00% 14
East of England +25 55 £60,000 +9.09% 15
East Midlands +52 40 £53,500 +18.89% 10
North East +27 27 £39,000 -25.71% 12
NoSQL
UK

For the 6 months to 3 July 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 1,183 (55.62%) Agile Software Development
2 1,163 (54.68%) SQL
3 983 (46.22%) Java
4 890 (41.84%) AWS
5 828 (38.93%) Python
6 799 (37.56%) JavaScript
7 783 (36.81%) Microservices
8 729 (34.27%) Azure
9 676 (31.78%) Docker
10 629 (29.57%) DevOps
11 584 (27.46%) Software Engineering
12 562 (26.42%) Kubernetes
13 554 (26.05%) C#
14 530 (24.92%) .NET
15 519 (24.40%) TDD
16 500 (23.51%) Git (software)
17 496 (23.32%) MongoDB
18 453 (21.30%) Finance
19 449 (21.11%) SQL Server
20 445 (20.92%) AngularJS
21 426 (20.03%) Node.js
22 424 (19.93%) Linux
23 415 (19.51%) React
24 363 (17.07%) Continuous Integration
25 359 (16.88%) HTML
26 349 (16.41%) CSS
27 332 (15.61%) Scrum
28 331 (15.56%) Analytics
29 327 (15.37%) MySQL
30 313 (14.72%) GCP

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
1 275 (12.93%) Apache Spark
2 197 (9.26%) Elasticsearch
3 111 (5.22%) Apache
4 75 (3.53%) Confluence
5 47 (2.21%) nginx
6 46 (2.16%) Apache Airflow
7 37 (1.74%) Tomcat
8 31 (1.46%) Luigi
9 19 (0.89%) Cloud Foundry
10 17 (0.80%) CMS
11 15 (0.71%) NServiceBus
11 15 (0.71%) OpenStack
12 14 (0.66%) Apache Solr
13 12 (0.56%) Apache Pig
14 10 (0.47%) SAS
15 9 (0.42%) SharePoint
16 8 (0.38%) Ethereum
16 8 (0.38%) Oracle Coherence
17 6 (0.28%) MS Exchange
17 6 (0.28%) Umbraco
Applications
1 31 (1.46%) Microsoft Excel
2 5 (0.24%) Microsoft PowerPoint
2 5 (0.24%) MS Visio
3 2 (0.094%) SPSS
4 1 (0.047%) Adobe Premiere
4 1 (0.047%) AutoCAD
4 1 (0.047%) Microsoft Office
4 1 (0.047%) Photoshop
Business Applications
1 11 (0.52%) Distributed Ledger
2 4 (0.19%) Eikon
2 4 (0.19%) Magento
3 3 (0.14%) Dynamics CRM
4 2 (0.094%) NetSuite
4 2 (0.094%) OpenCart
4 2 (0.094%) SAP ERP
4 2 (0.094%) SAP InfiniteInsight
5 1 (0.047%) Bloomberg AIM
5 1 (0.047%) Markit EDM
5 1 (0.047%) Ripple
5 1 (0.047%) Sentinel
5 1 (0.047%) Shopify
5 1 (0.047%) Tesseract
5 1 (0.047%) thinkFolio
Cloud Services
1 890 (41.84%) AWS
2 729 (34.27%) Azure
3 313 (14.72%) GCP
4 143 (6.72%) SaaS
5 140 (6.58%) Serverless
6 105 (4.94%) Amazon S3
7 96 (4.51%) OpenShift
8 86 (4.04%) Amazon EMR
9 84 (3.95%) Amazon EC2
10 80 (3.76%) AWS Lambda
10 80 (3.76%) Power Platform
11 72 (3.39%) Cloud Computing
12 67 (3.15%) GitHub
13 38 (1.79%) PaaS
14 32 (1.50%) IBM Cloud
15 30 (1.41%) IaaS
16 27 (1.27%) npm
17 25 (1.18%) Amazon ECS
17 25 (1.18%) Azure Data Factory
18 22 (1.03%) Amazon Kinesis
Communications & Networking
1 69 (3.24%) HTTP
2 53 (2.49%) Internet
3 25 (1.18%) TCP/IP
4 21 (0.99%) DNS
4 21 (0.99%) Firewall
5 16 (0.75%) VPN
6 14 (0.66%) SSL
7 10 (0.47%) VoIP
8 9 (0.42%) Skype
9 8 (0.38%) LAN
9 8 (0.38%) WAN
10 7 (0.33%) AMQP
10 7 (0.33%) Asterisk PBX
10 7 (0.33%) Extranet
10 7 (0.33%) FTP
10 7 (0.33%) Network Security
10 7 (0.33%) Wireshark
11 6 (0.28%) MQTT
11 6 (0.28%) RFID
11 6 (0.28%) RTP
Database & Business Intelligence
1 496 (23.32%) MongoDB
2 449 (21.11%) SQL Server
3 327 (15.37%) MySQL
4 312 (14.67%) Big Data
5 293 (13.78%) Hadoop
6 259 (12.18%) Relational Database
7 252 (11.85%) Apache Cassandra
8 236 (11.10%) PostgreSQL
9 219 (10.30%) Redis
10 178 (8.37%) Data Warehouse
11 143 (6.72%) RDBMS
12 138 (6.49%) Amazon DynamoDB
13 128 (6.02%) Amazon Redshift
14 82 (3.86%) Apache Hive
15 81 (3.81%) Neo4j
16 80 (3.76%) Power BI
17 75 (3.53%) Cosmos DB
18 70 (3.29%) Data Lake
19 68 (3.20%) BigQuery
20 66 (3.10%) Amazon RDS
Development Applications
1 500 (23.51%) Git (software)
2 311 (14.62%) Jenkins
3 136 (6.39%) JIRA
4 97 (4.56%) Atlassian Bamboo
4 97 (4.56%) Maven
5 90 (4.23%) Selenium
6 76 (3.57%) JUnit
7 65 (3.06%) Octopus Deploy
8 60 (2.82%) TeamCity
9 58 (2.73%) Artifactory
10 55 (2.59%) Visual Studio
11 50 (2.35%) Bitbucket
11 50 (2.35%) Vagrant
12 49 (2.30%) GitLab
12 49 (2.30%) NUnit
13 47 (2.21%) Subversion
14 39 (1.83%) Mercurial
15 38 (1.79%) MSBuild
16 36 (1.69%) Cucumber
17 34 (1.60%) MSTest
General
1 453 (21.30%) Finance
2 147 (6.91%) Banking
3 114 (5.36%) Front Office
4 98 (4.61%) Public Sector
5 83 (3.90%) Retail
6 61 (2.87%) Games
7 57 (2.68%) Marketing
8 38 (1.79%) Manufacturing
9 27 (1.27%) Investment Banking
10 24 (1.13%) Telecoms
11 23 (1.08%) Automotive
12 18 (0.85%) Financial Institution
13 14 (0.66%) Advertising
13 14 (0.66%) Law
14 9 (0.42%) Legal
15 8 (0.38%) Publishing
16 6 (0.28%) Housing Association
16 6 (0.28%) Pharmaceutical
17 5 (0.24%) Local Government
17 5 (0.24%) Retail Banking
Job Titles
1 938 (44.10%) Developer
2 278 (13.07%) Java Developer
3 267 (12.55%) Software Engineer
4 261 (12.27%) Senior Developer
5 226 (10.63%) .NET Developer
6 225 (10.58%) Data Engineer
7 191 (8.98%) Architect
8 138 (6.49%) Java Engineer
9 127 (5.97%) C# Developer
10 117 (5.50%) DevOps Engineer
11 109 (5.12%) Full Stack Developer
12 100 (4.70%) Senior Java Developer
13 97 (4.56%) Java Software Engineer
14 95 (4.47%) C# .NET Developer
14 95 (4.47%) Data Architect
15 71 (3.34%) AWS Engineer
15 71 (3.34%) Python Engineer
16 68 (3.20%) PHP Developer
17 63 (2.96%) Solutions Architect
18 62 (2.91%) Software Developer
Libraries, Frameworks & Software Standards
1 530 (24.92%) .NET
2 445 (20.92%) AngularJS
3 426 (20.03%) Node.js
4 415 (19.51%) React
5 359 (16.88%) HTML
6 349 (16.41%) CSS
7 309 (14.53%) RESTful
8 292 (13.73%) Spring
9 286 (13.45%) Web Services
10 272 (12.79%) REST
11 267 (12.55%) Kafka
12 257 (12.08%) .NET Core
13 229 (10.77%) ASP.NET
14 190 (8.93%) Spring Boot
15 154 (7.24%) ASP.NET Web API
16 141 (6.63%) .NET Framework
17 130 (6.11%) jQuery
18 114 (5.36%) ASP.NET MVC
19 105 (4.94%) HTML5
20 103 (4.84%) JSON
Miscellaneous
1 188 (8.84%) Greenfield Project
2 137 (6.44%) Analytical Skills
3 118 (5.55%) Algorithms
4 115 (5.41%) Data Structures
5 92 (4.33%) Self-Motivation
6 91 (4.28%) User Experience
7 85 (4.00%) Public Cloud
8 76 (3.57%) Blog
9 59 (2.77%) Hedge funds
9 59 (2.77%) Mobile App
10 54 (2.54%) Equities
11 50 (2.35%) Derivative
11 50 (2.35%) Equity Derivative
12 48 (2.26%) Fixed Income
13 46 (2.16%) Management Information System
14 37 (1.74%) Cloud Native
15 36 (1.69%) Enterprise Software
16 32 (1.50%) Reference Data
17 27 (1.27%) Acoustics
18 25 (1.18%) Linux Command Line
Operating Systems
1 424 (19.93%) Linux
2 158 (7.43%) Unix
3 101 (4.75%) Windows
4 53 (2.49%) CentOS
5 43 (2.02%) Red Hat Enterprise Linux
6 42 (1.97%) Mac OS X
7 39 (1.83%) Android
8 32 (1.50%) Apple iOS
9 14 (0.66%) CoreOS
10 13 (0.61%) Ubuntu
10 13 (0.61%) Windows Server
11 11 (0.52%) Debian
12 6 (0.28%) Mac OS
13 5 (0.24%) VMS
14 3 (0.14%) Windows Server 2012
15 1 (0.047%) FreeBSD
15 1 (0.047%) Kali Linux
15 1 (0.047%) SUSE
Processes & Methodologies
1 1,183 (55.62%) Agile Software Development
2 783 (36.81%) Microservices
3 629 (29.57%) DevOps
4 584 (27.46%) Software Engineering
5 519 (24.40%) TDD
6 363 (17.07%) Continuous Integration
7 332 (15.61%) Scrum
8 331 (15.56%) Analytics
9 265 (12.46%) Open Source
10 261 (12.27%) BDD
11 240 (11.28%) Computer Science
12 237 (11.14%) Machine Learning
13 230 (10.81%) Test Automation
14 221 (10.39%) Data Science
15 219 (10.30%) Artificial Intelligence
16 215 (10.11%) Mentoring
17 213 (10.01%) MVC
18 207 (9.73%) OO
19 191 (8.98%) Problem-Solving
20 169 (7.95%) Fintech
Programming Languages
1 1,163 (54.68%) SQL
2 983 (46.22%) Java
3 828 (38.93%) Python
4 799 (37.56%) JavaScript
5 554 (26.05%) C#
6 255 (11.99%) Scala
7 190 (8.93%) C++
8 181 (8.51%) TypeScript
9 167 (7.85%) PHP
10 135 (6.35%) Java 8
11 124 (5.83%) R
12 115 (5.41%) Bash Shell
13 109 (5.12%) Ruby
14 106 (4.98%) Go
15 65 (3.06%) PowerShell
16 52 (2.44%) Kotlin
17 51 (2.40%) C
18 48 (2.26%) F#
19 47 (2.21%) Perl
20 32 (1.50%) T-SQL
Qualifications
1 289 (13.59%) Degree
2 162 (7.62%) Computer Science Degree
3 45 (2.12%) Security Cleared
4 37 (1.74%) Master's Degree
5 28 (1.32%) AWS Certification
6 25 (1.18%) SC Cleared
7 23 (1.08%) DV Cleared
8 18 (0.85%) ISTQB
9 12 (0.56%) Numerate Degree
9 12 (0.56%) PhD
10 11 (0.52%) ITIL Certification
11 9 (0.42%) TOGAF Certification
12 8 (0.38%) MCP
13 5 (0.24%) CESG Certified Professional
14 3 (0.14%) ISEB
14 3 (0.14%) ISTQB Foundation Certification
14 3 (0.14%) MBA
15 2 (0.094%) RHCE
16 1 (0.047%) A+ Certification
16 1 (0.047%) Cisco Certification
Quality Assurance & Compliance
1 127 (5.97%) QA
2 51 (2.40%) Data Quality
3 15 (0.71%) GDPR
4 2 (0.094%) PCI DSS
5 1 (0.047%) Basel III
5 1 (0.047%) HL7
5 1 (0.047%) ISO 20022
5 1 (0.047%) ISO/IEC 27001
5 1 (0.047%) MiFID
5 1 (0.047%) PMO
System Software
1 676 (31.78%) Docker
2 41 (1.93%) VirtualBox
3 33 (1.55%) Apache ZooKeeper
4 18 (0.85%) VMware Infrastructure
5 15 (0.71%) Active Directory
5 15 (0.71%) HDFS
6 14 (0.66%) Apache Flume
7 11 (0.52%) GlusterFS
8 9 (0.42%) vCloud
9 8 (0.38%) Virtual Machines
10 6 (0.28%) Hyper-V
10 6 (0.28%) Kamailio
10 6 (0.28%) VMware ESXi
11 5 (0.24%) VMware NSX
12 4 (0.19%) Varnish
13 3 (0.14%) LXC
13 3 (0.14%) Time Sharing Option
14 2 (0.094%) Postfix
14 2 (0.094%) vSphere
15 1 (0.047%) Gluster
Systems Management
1 562 (26.42%) Kubernetes
2 191 (8.98%) Terraform
3 152 (7.15%) Ansible
4 105 (4.94%) Puppet
5 46 (2.16%) Docker Swarm
6 39 (1.83%) Opscode Chef
7 38 (1.79%) Prometheus
8 33 (1.55%) Grafana
9 24 (1.13%) Graphite
9 24 (1.13%) Packer
10 18 (0.85%) Consul
11 15 (0.71%) CA Service Virtualization
12 13 (0.61%) Netcool
12 13 (0.61%) Opsview
13 12 (0.56%) Nagios
14 10 (0.47%) Kibana
14 10 (0.47%) Mesos
15 9 (0.42%) Oozie
16 7 (0.33%) logstash
16 7 (0.33%) Single Sign-On
Vendors
1 205 (9.64%) Microsoft
2 163 (7.66%) Oracle
3 154 (7.24%) Google
4 93 (4.37%) Tableau
5 53 (2.49%) Databricks
6 44 (2.07%) Cloudera
7 38 (1.79%) Talend
8 35 (1.65%) Hortonworks
9 30 (1.41%) VMware
10 28 (1.32%) IBM
10 28 (1.32%) Splunk
11 26 (1.22%) Informatica
12 23 (1.08%) Red Hat
13 22 (1.03%) Teradata
14 19 (0.89%) AppDynamics
15 18 (0.85%) Salesforce.com
16 17 (0.80%) Atlassian
17 16 (0.75%) CA
18 15 (0.71%) New Relic
18 15 (0.71%) Perfecto Mobile