Period
to 10 December 2019

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 10 December 2019 with a comparison to the same period in the previous 2 years.

NoSQL
UK > UK excluding London
6 months to
10 Dec 2019
Same period 2018 Same period 2017
Rank 175 112 90
Rank change year-on-year -63 -22 +49
Permanent jobs citing NoSQL 1,486 2,551 3,386
As % of all permanent IT jobs advertised in the UK excluding London 1.96% 2.86% 3.37%
As % of the Database & Business Intelligence category 7.52% 10.11% 10.87%
Number of salaries quoted 1,238 2,190 2,870
UK excluding London median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -2.06%
10th Percentile £33,750 £33,750 £32,500
90th Percentile £71,250 £75,000 £68,500
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 19,766 25,234 31,136
As % of all permanent IT jobs advertised in the UK excluding London 26.03% 28.25% 31.02%
Number of salaries quoted 16,373 20,807 26,186
UK excluding London median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £29,500 £28,750 £27,500
90th Percentile £67,500 £68,750 £62,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

NoSQL
Job Vacancy Trend in the UK excluding London

Job postings citing NoSQL as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing NoSQL in the UK excluding London over the 6 months to 10 December 2019.

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 10 December 2019. 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 -39 439 £52,500 +5.00% 120
South East -49 430 £50,000 -4.76% 77
North West -26 285 £52,500 +5.00% 64
Midlands -59 172 £50,000 - 60
South West -1 170 £47,500 -5.00% 36
Yorkshire -5 125 £55,000 +29.41% 45
East of England -13 123 £57,500 +9.52% 59
West Midlands -51 122 £52,500 +5.00% 48
Scotland -52 87 £50,000 - 19
Wales -11 50 £50,000 -8.26% 13
East Midlands -24 50 £50,000 +11.11% 12
North East -29 29 £54,559 +19.91% 11
Northern Ireland -8 14 £48,750 -2.50% 5
Isle of Man - 1 £60,000 -
NoSQL
UK

For the 6 months to 10 December 2019, 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.

1 848 (57.07%) SQL
2 671 (45.15%) Agile Software Development
3 534 (35.94%) JavaScript
4 518 (34.86%) C#
5 505 (33.98%) Java
6 493 (33.18%) .NET
7 482 (32.44%) AWS
8 470 (31.63%) Azure
9 427 (28.73%) Git (software)
10 409 (27.52%) MongoDB
11 387 (26.04%) Software Engineering
12 368 (24.76%) TDD
13 365 (24.56%) Docker
14 350 (23.55%) Microservices
15 326 (21.94%) SQL Server
16 313 (21.06%) Python
17 303 (20.39%) DevOps
18 293 (19.72%) Linux
19 289 (19.45%) MVC
20 288 (19.38%) Node.js
21 268 (18.03%) Kubernetes
22 264 (17.77%) RESTful
23 257 (17.29%) MySQL
24 248 (16.69%) Mentoring
25 237 (15.95%) HTML
26 232 (15.61%) CSS
27 223 (15.01%) AngularJS
28 212 (14.27%) Continuous Integration
29 209 (14.06%) React
30 202 (13.59%) Spring

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
1 120 (8.08%) Apache Spark
2 74 (4.98%) Elasticsearch
3 41 (2.76%) JBoss
4 34 (2.29%) Tomcat
4 34 (2.29%) WordPress
5 31 (2.09%) Apache
6 30 (2.02%) Apache Solr
7 29 (1.95%) OpenStack
8 27 (1.82%) Confluence
9 21 (1.41%) Cloud Foundry
10 20 (1.35%) nginx
11 18 (1.21%) SAS
12 13 (0.87%) Jupyter
13 10 (0.67%) Oracle SOA Suite
14 6 (0.40%) CMS
14 6 (0.40%) Mule
14 6 (0.40%) Mule ESB
15 5 (0.34%) WebLogic
16 4 (0.27%) WildFly
17 3 (0.20%) Apache Pig
Applications
1 12 (0.81%) Photoshop
2 10 (0.67%) Adobe Illustrator
3 5 (0.34%) Microsoft Excel
4 2 (0.13%) Microsoft Office
5 1 (0.067%) Microsoft PowerPoint
Business Applications
1 8 (0.54%) Adobe Campaign
1 8 (0.54%) Magento
2 3 (0.20%) NetSuite
3 2 (0.13%) Dynamics CRM
3 2 (0.13%) Dynamics NAV
4 1 (0.067%) Oracle Applications
4 1 (0.067%) Workday HCM
Cloud Services
1 482 (32.44%) AWS
2 470 (31.63%) Azure
3 168 (11.31%) GCP
4 93 (6.26%) GitHub
5 61 (4.10%) Serverless
6 55 (3.70%) Amazon S3
7 50 (3.36%) Amazon EC2
8 49 (3.30%) Power Platform
9 46 (3.10%) SaaS
10 37 (2.49%) AWS Lambda
11 34 (2.29%) Amazon EMR
12 31 (2.09%) Azure Data Factory
12 31 (2.09%) IaaS
12 31 (2.09%) PaaS
13 29 (1.95%) Amazon ECS
14 27 (1.82%) IBM Cloud
15 23 (1.55%) AWS CloudFormation
16 22 (1.48%) Amazon ELB
17 14 (0.94%) Amazon CloudWatch
17 14 (0.94%) AWS IoT
Communications & Networking
1 46 (3.10%) HTTP
2 34 (2.29%) Internet
3 28 (1.88%) Extranet
4 16 (1.08%) TCP/IP
5 15 (1.01%) DNS
6 14 (0.94%) Firewall
7 12 (0.81%) HTTPS
7 12 (0.81%) VoIP
8 9 (0.61%) SSL
9 8 (0.54%) VPN
10 6 (0.40%) LAN
10 6 (0.40%) WAN
11 5 (0.34%) DHCP
12 4 (0.27%) ATM
12 4 (0.27%) RFID
13 2 (0.13%) AMQP
13 2 (0.13%) Network Security
13 2 (0.13%) tcpdump
13 2 (0.13%) Wireshark
14 1 (0.067%) Skype
Database & Business Intelligence
1 409 (27.52%) MongoDB
2 326 (21.94%) SQL Server
3 257 (17.29%) MySQL
4 179 (12.05%) PostgreSQL
5 149 (10.03%) Big Data
6 148 (9.96%) Relational Database
7 134 (9.02%) Hadoop
8 88 (5.92%) Apache Cassandra
9 80 (5.38%) Data Warehouse
10 57 (3.84%) Redis
11 53 (3.57%) Amazon DynamoDB
12 51 (3.43%) Cosmos DB
12 51 (3.43%) RDBMS
13 50 (3.36%) Apache Hive
13 50 (3.36%) SQL Server 2016
14 49 (3.30%) Power BI
15 38 (2.56%) Neo4j
16 29 (1.95%) Amazon RDS
17 27 (1.82%) Couchbase
18 23 (1.55%) Riak
Development Applications
1 427 (28.73%) Git (software)
2 186 (12.52%) Jenkins
3 87 (5.85%) JIRA
4 72 (4.85%) Subversion
5 68 (4.58%) GitLab
6 58 (3.90%) Selenium
7 53 (3.57%) JUnit
8 52 (3.50%) Maven
9 33 (2.22%) TeamCity
10 28 (1.88%) Atlassian Bamboo
10 28 (1.88%) Team Foundation Server
11 19 (1.28%) Visual Studio
12 16 (1.08%) Mockito
13 14 (0.94%) IntelliJ
14 13 (0.87%) Mercurial
15 11 (0.74%) PHPUnit
16 10 (0.67%) Ant
16 10 (0.67%) Octopus Deploy
16 10 (0.67%) SoapUI
17 9 (0.61%) webpack
General
1 138 (9.29%) Finance
2 107 (7.20%) Retail
3 60 (4.04%) Marketing
4 58 (3.90%) Public Sector
5 54 (3.63%) Telecoms
6 44 (2.96%) Games
7 29 (1.95%) Banking
8 17 (1.14%) Electronics
8 17 (1.14%) Manufacturing
9 13 (0.87%) Advertising
9 13 (0.87%) Automotive
10 10 (0.67%) Music Industry
11 9 (0.61%) Aerospace
12 6 (0.40%) Legal
13 5 (0.34%) Financial Institution
14 3 (0.20%) Publishing
15 2 (0.13%) French Language
15 2 (0.13%) German Language
15 2 (0.13%) Military
15 2 (0.13%) Pharmaceutical
Job Titles
1 829 (55.79%) Developer
2 273 (18.37%) .NET Developer
3 232 (15.61%) Software Engineer
4 229 (15.41%) Senior Developer
5 187 (12.58%) Java Developer
6 120 (8.08%) C# Developer
7 119 (8.01%) Software Developer
8 103 (6.93%) C# .NET Developer
9 99 (6.66%) Architect
10 83 (5.59%) Full Stack Developer
11 77 (5.18%) Senior Java Developer
12 76 (5.11%) PHP Developer
13 73 (4.91%) Data Engineer
14 70 (4.71%) DevOps Engineer
15 66 (4.44%) Senior Software Engineer
16 63 (4.24%) Senior Software Developer
17 54 (3.63%) Java Engineer
18 51 (3.43%) Junior
19 44 (2.96%) Java Software Engineer
20 43 (2.89%) Web Developer
Libraries, Frameworks & Software Standards
1 493 (33.18%) .NET
2 288 (19.38%) Node.js
3 264 (17.77%) RESTful
4 237 (15.95%) HTML
5 232 (15.61%) CSS
6 223 (15.01%) AngularJS
7 209 (14.06%) React
8 202 (13.59%) Spring
9 193 (12.99%) .NET Core
10 184 (12.38%) ASP.NET
11 164 (11.04%) Web Services
12 144 (9.69%) ASP.NET MVC
13 142 (9.56%) Spring Boot
14 140 (9.42%) .NET Framework
15 139 (9.35%) ASP.NET Web API
16 121 (8.14%) REST
17 118 (7.94%) Kafka
18 114 (7.67%) HTML5
19 105 (7.07%) Entity Framework
20 101 (6.80%) Vue.js
Miscellaneous
1 79 (5.32%) Analytical Skills
2 74 (4.98%) Greenfield Project
3 65 (4.37%) Mobile App
4 54 (3.63%) Cloud Native
5 52 (3.50%) Enterprise Software
6 46 (3.10%) Algorithms
7 44 (2.96%) User Experience
8 34 (2.29%) Public Cloud
9 31 (2.09%) Data Structures
9 31 (2.09%) Management Information System
10 28 (1.88%) EPoS
11 24 (1.62%) Linux Command Line
12 21 (1.41%) Clustering
13 20 (1.35%) Self-Motivation
13 20 (1.35%) Video on Demand
14 18 (1.21%) Replication
15 17 (1.14%) Virtual Team
16 12 (0.81%) Social Media
17 11 (0.74%) BBC
17 11 (0.74%) Marketing Technology
Operating Systems
1 293 (19.72%) Linux
2 95 (6.39%) Unix
3 85 (5.72%) Windows
4 29 (1.95%) Android
5 26 (1.75%) CentOS
6 24 (1.62%) Red Hat Enterprise Linux
7 22 (1.48%) Apple iOS
8 16 (1.08%) Mac OS X
9 10 (0.67%) Ubuntu
10 9 (0.61%) Windows Server
11 8 (0.54%) Windows Server 2012
12 7 (0.47%) Debian
12 7 (0.47%) Windows 10
13 6 (0.40%) VME
14 3 (0.20%) Fedora
15 2 (0.13%) Windows 7
16 1 (0.067%) CoreOS
16 1 (0.067%) Embedded Linux
16 1 (0.067%) Mac OS
16 1 (0.067%) VMS
Processes & Methodologies
1 671 (45.15%) Agile Software Development
2 387 (26.04%) Software Engineering
3 368 (24.76%) TDD
4 350 (23.55%) Microservices
5 303 (20.39%) DevOps
6 289 (19.45%) MVC
7 248 (16.69%) Mentoring
8 212 (14.27%) Continuous Integration
9 185 (12.45%) Scrum
10 176 (11.84%) Analytics
11 171 (11.51%) OO
12 170 (11.44%) BDD
13 154 (10.36%) Problem-Solving
14 151 (10.16%) Test Automation
15 148 (9.96%) Open Source
16 139 (9.35%) Computer Science
17 122 (8.21%) Coaching
18 115 (7.74%) Web Development
19 109 (7.34%) Business Intelligence
20 105 (7.07%) OOP
Programming Languages
1 848 (57.07%) SQL
2 534 (35.94%) JavaScript
3 518 (34.86%) C#
4 505 (33.98%) Java
5 313 (21.06%) Python
6 139 (9.35%) PHP
7 112 (7.54%) Ruby
8 101 (6.80%) Scala
9 88 (5.92%) TypeScript
10 80 (5.38%) C++
11 73 (4.91%) Go
12 69 (4.64%) T-SQL
13 54 (3.63%) PowerShell
14 41 (2.76%) C
15 40 (2.69%) Java 8
16 35 (2.36%) Bash Shell
17 25 (1.68%) R
18 24 (1.62%) Perl
19 20 (1.35%) ES6
20 12 (0.81%) Shell Script
Qualifications
1 160 (10.77%) Degree
2 68 (4.58%) Computer Science Degree
3 33 (2.22%) Security Cleared
4 24 (1.62%) DV Cleared
5 19 (1.28%) SC Cleared
6 8 (0.54%) Master's Degree
7 6 (0.40%) Microsoft Certification
8 3 (0.20%) Numerate Degree
8 3 (0.20%) PRINCE2 Certification
8 3 (0.20%) SAFe Agilist
9 2 (0.13%) AWS Certification
9 2 (0.13%) HND
9 2 (0.13%) ISEB
9 2 (0.13%) ISTQB
9 2 (0.13%) ISTQB Foundation Certification
9 2 (0.13%) PhD
9 2 (0.13%) PMI Certification
9 2 (0.13%) SANS
10 1 (0.067%) MCIPD
10 1 (0.067%) Postgraduate
Quality Assurance & Compliance
1 79 (5.32%) QA
2 23 (1.55%) GDPR
3 11 (0.74%) Data Quality
4 4 (0.27%) ISO/IEC 27001
5 2 (0.13%) GAMP
5 2 (0.13%) SLA
5 2 (0.13%) WAI
System Software
1 365 (24.56%) Docker
2 28 (1.88%) HDFS
3 16 (1.08%) Active Directory
3 16 (1.08%) VMware Infrastructure
4 14 (0.94%) Virtual Machines
5 9 (0.61%) Hyper-V
6 8 (0.54%) Apache Flume
7 3 (0.20%) vCloud
8 1 (0.067%) Apache ZooKeeper
8 1 (0.067%) Firmware
8 1 (0.067%) LXC
8 1 (0.067%) pfSense
8 1 (0.067%) vSphere
Systems Management
1 268 (18.03%) Kubernetes
2 106 (7.13%) Puppet
3 100 (6.73%) Terraform
4 70 (4.71%) Ansible
5 54 (3.63%) Opscode Chef
6 37 (2.49%) Docker Swarm
7 30 (2.02%) Prometheus
8 22 (1.48%) Packer
9 17 (1.14%) Grafana
10 16 (1.08%) Consul
11 15 (1.01%) Graphite
12 13 (0.87%) Nagios
12 13 (0.87%) ZABBIX
13 12 (0.81%) Cloudify
13 12 (0.81%) Mesos
14 10 (0.67%) Marathon
15 8 (0.54%) logstash
16 7 (0.47%) Oozie
17 5 (0.34%) Hadoop YARN
17 5 (0.34%) SELinux
Vendors
1 169 (11.37%) Microsoft
2 111 (7.47%) Google
3 84 (5.65%) Oracle
4 44 (2.96%) IBM
5 39 (2.62%) SAP
6 31 (2.09%) Cloudera
7 27 (1.82%) Tableau
8 20 (1.35%) Apple
9 16 (1.08%) VMware
10 14 (0.94%) Informatica
11 11 (0.74%) MicroStrategy
11 11 (0.74%) Talend
12 10 (0.67%) Facebook
12 10 (0.67%) MuleSoft
12 10 (0.67%) Red Hat
12 10 (0.67%) Salesforce.com
12 10 (0.67%) Xamarin
13 9 (0.61%) Adobe
13 9 (0.61%) Sony
13 9 (0.61%) Yahoo!