Period
to 14 November 2019

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 14 November 2019 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 137 92 88
Rank change year-on-year -45 -4 +4
Permanent jobs citing NoSQL 3,271 5,076 5,938
As % of all permanent IT jobs advertised in England 2.58% 3.33% 3.50%
As % of the Database & Business Intelligence category 9.62% 11.46% 11.60%
Number of salaries quoted 2,796 4,112 5,036
England median annual salary £60,000 £57,500 £56,250
Median salary % change year-on-year +4.35% +2.22% +2.27%
10th Percentile £35,000 £35,000 £33,750
90th Percentile £92,500 £90,000 £85,000
UK median annual salary £60,000 £55,000 £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 34,011 44,303 51,183
As % of all permanent IT jobs advertised in England 26.84% 29.09% 30.19%
Number of salaries quoted 28,359 36,656 42,554
England median annual salary £52,500 £51,500 £50,000
Median salary % change year-on-year +1.94% +3.00% +5.26%
10th Percentile £31,750 £31,250 £30,000
90th Percentile £87,500 £85,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

NoSQL
Job Vacancy Trend in England

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

Job vacancy trend for NoSQL in England

NoSQL
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in England.

Salary trend for NoSQL in England

NoSQL
Salary Histogram in England

The salary distribution of IT jobs citing NoSQL in England over the 6 months to 14 November 2019.

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 14 November 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
London -17 1,844 £70,000 +3.70% 280
South East -44 486 £50,000 -4.76% 88
North of England -49 437 £52,500 +10.53% 120
North West -34 284 £52,500 +5.00% 64
South West -17 184 £47,500 -5.00% 35
Midlands -64 173 £50,000 - 68
East of England -29 129 £57,500 +15.00% 50
Yorkshire -37 124 £55,000 +29.41% 43
West Midlands -52 123 £50,000 - 47
East Midlands -42 50 £50,000 +17.65% 21
North East -22 29 £54,559 +19.91% 13
NoSQL
UK

For the 6 months to 14 November 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 England region with a requirement for NoSQL.

1 1,730 (52.89%) Agile Software Development
2 1,670 (51.05%) SQL
3 1,176 (35.95%) AWS
4 1,159 (35.43%) Java
5 1,116 (34.12%) JavaScript
6 1,021 (31.21%) C#
7 951 (29.07%) .NET
8 943 (28.83%) Azure
9 928 (28.37%) Python
10 927 (28.34%) Git (software)
11 882 (26.96%) TDD
12 868 (26.54%) Microservices
13 840 (25.68%) SQL Server
14 826 (25.25%) Docker
15 760 (23.23%) Software Engineering
16 757 (23.14%) MongoDB
17 714 (21.83%) DevOps
18 698 (21.34%) Node.js
19 680 (20.79%) MVC
20 639 (19.54%) RESTful
21 613 (18.74%) Finance
22 596 (18.22%) Big Data
23 582 (17.79%) Linux
24 562 (17.18%) Kubernetes
25 561 (17.15%) AngularJS
26 516 (15.77%) HTML
27 508 (15.53%) CSS
28 506 (15.47%) ASP.NET
29 497 (15.19%) MySQL
30 491 (15.01%) ASP.NET Web API

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
1 376 (11.49%) Apache Spark
2 238 (7.28%) Elasticsearch
3 88 (2.69%) Apache
4 64 (1.96%) Confluence
5 53 (1.62%) JBoss
6 52 (1.59%) Tomcat
7 49 (1.50%) Apache Solr
8 36 (1.10%) WordPress
9 32 (0.98%) nginx
10 27 (0.83%) CMS
10 27 (0.83%) OpenStack
11 26 (0.79%) Cloud Foundry
12 25 (0.76%) Apache Pig
13 20 (0.61%) Oracle SOA Suite
14 19 (0.58%) WebLogic
15 16 (0.49%) SAS
15 16 (0.49%) SharePoint
16 14 (0.43%) Apache Airflow
17 12 (0.37%) Jetty
17 12 (0.37%) Mule
Applications
1 20 (0.61%) MS Visio
2 13 (0.40%) Microsoft Excel
3 10 (0.31%) Photoshop
4 9 (0.28%) Adobe Illustrator
5 4 (0.12%) Microsoft Office
6 1 (0.031%) Adobe Premiere
6 1 (0.031%) Chatbot
6 1 (0.031%) Microsoft PowerPoint
6 1 (0.031%) Weka
Business Applications
1 19 (0.58%) FINCAD Analytics
2 13 (0.40%) Dynamics CRM
3 10 (0.31%) Magento
4 8 (0.24%) Adobe Campaign
5 6 (0.18%) NetSuite
6 4 (0.12%) Distributed Ledger
6 4 (0.12%) Dynamics NAV
7 2 (0.061%) Eikon
8 1 (0.031%) Dynamics GP
8 1 (0.031%) Fredhopper
8 1 (0.031%) Oracle Applications
8 1 (0.031%) Payment Gateway
8 1 (0.031%) SAP Hybris
8 1 (0.031%) SDL Web 8
8 1 (0.031%) Workday HCM
Cloud Services
1 1,176 (35.95%) AWS
2 943 (28.83%) Azure
3 413 (12.63%) GCP
4 178 (5.44%) Amazon S3
5 174 (5.32%) Serverless
6 140 (4.28%) GitHub
7 129 (3.94%) SaaS
8 119 (3.64%) Power Platform
9 111 (3.39%) AWS Lambda
10 103 (3.15%) Amazon EMR
11 96 (2.93%) Cloud Computing
12 89 (2.72%) Amazon EC2
13 70 (2.14%) Amazon ECS
14 58 (1.77%) AWS CloudFormation
15 55 (1.68%) Azure Data Factory
15 55 (1.68%) PaaS
16 54 (1.65%) IaaS
17 42 (1.28%) IBM Cloud
18 39 (1.19%) Amazon Kinesis
19 32 (0.98%) OpenShift
Communications & Networking
1 90 (2.75%) HTTP
2 47 (1.44%) Internet
3 43 (1.31%) TCP/IP
4 36 (1.10%) DNS
5 31 (0.95%) Extranet
6 30 (0.92%) Firewall
7 26 (0.79%) VPN
8 22 (0.67%) HTTPS
9 17 (0.52%) VoIP
10 11 (0.34%) AMQP
11 8 (0.24%) LAN
12 7 (0.21%) FTP
12 7 (0.21%) SSL
13 6 (0.18%) WAN
14 5 (0.15%) SMS
15 4 (0.12%) ATM
15 4 (0.12%) DSL
16 3 (0.092%) DHCP
17 2 (0.061%) Kerberos
17 2 (0.061%) Network Security
Database & Business Intelligence
1 840 (25.68%) SQL Server
2 757 (23.14%) MongoDB
3 596 (18.22%) Big Data
4 497 (15.19%) MySQL
5 415 (12.69%) Hadoop
6 413 (12.63%) PostgreSQL
7 309 (9.45%) Relational Database
8 261 (7.98%) Apache Cassandra
9 240 (7.34%) Redis
10 222 (6.79%) Data Warehouse
11 216 (6.60%) SQL Server 2016
12 158 (4.83%) Apache Hive
13 148 (4.52%) Amazon DynamoDB
14 126 (3.85%) Neo4j
15 119 (3.64%) Power BI
16 104 (3.18%) RDBMS
17 99 (3.03%) Data Lake
18 88 (2.69%) Amazon Redshift
18 88 (2.69%) SQL Server Integration Services
19 83 (2.54%) Cosmos DB
Development Applications
1 927 (28.34%) Git (software)
2 389 (11.89%) Jenkins
3 157 (4.80%) JIRA
4 113 (3.45%) Selenium
5 106 (3.24%) JUnit
6 95 (2.90%) Maven
7 89 (2.72%) Subversion
8 86 (2.63%) GitLab
9 81 (2.48%) Atlassian Bamboo
10 73 (2.23%) Team Foundation Server
11 72 (2.20%) Octopus Deploy
12 71 (2.17%) NUnit
13 69 (2.11%) Visual Studio
14 66 (2.02%) TeamCity
15 57 (1.74%) Visual Studio Team System
16 52 (1.59%) SpecFlow
16 52 (1.59%) Vagrant
17 35 (1.07%) Mockito
18 28 (0.86%) Artifactory
18 28 (0.86%) Cucumber
General
1 613 (18.74%) Finance
2 209 (6.39%) Retail
3 176 (5.38%) Banking
4 144 (4.40%) Games
5 120 (3.67%) Marketing
6 110 (3.36%) Public Sector
7 89 (2.72%) Front Office
8 65 (1.99%) Telecoms
9 46 (1.41%) Advertising
9 46 (1.41%) Manufacturing
10 38 (1.16%) Law
11 33 (1.01%) Financial Institution
12 26 (0.79%) Electronics
13 25 (0.76%) Investment Banking
14 20 (0.61%) Automotive
15 19 (0.58%) Publishing
16 17 (0.52%) Legal
17 13 (0.40%) Music Industry
18 9 (0.28%) French Language
18 9 (0.28%) German Language
Job Titles
1 1,763 (53.90%) Developer
2 561 (17.15%) .NET Developer
3 460 (14.06%) Senior Developer
4 437 (13.36%) Java Developer
5 351 (10.73%) Software Engineer
6 345 (10.55%) C# Developer
7 287 (8.77%) C# .NET Developer
8 280 (8.56%) Data Engineer
9 255 (7.80%) Architect
10 172 (5.26%) Software Developer
11 163 (4.98%) Senior Java Developer
12 157 (4.80%) Java Engineer
13 143 (4.37%) ASP.NET Developer
13 143 (4.37%) C# ASP.NET Developer
14 137 (4.19%) Full Stack Developer
15 117 (3.58%) Junior
16 113 (3.45%) Python Engineer
17 111 (3.39%) Python Developer
18 107 (3.27%) DevOps Engineer
18 107 (3.27%) Lead Developer
Libraries, Frameworks & Software Standards
1 951 (29.07%) .NET
2 698 (21.34%) Node.js
3 639 (19.54%) RESTful
4 561 (17.15%) AngularJS
5 516 (15.77%) HTML
6 508 (15.53%) CSS
7 506 (15.47%) ASP.NET
8 491 (15.01%) ASP.NET Web API
9 465 (14.22%) React
10 415 (12.69%) ASP.NET MVC
11 409 (12.50%) Spring
12 398 (12.17%) Web Services
13 387 (11.83%) REST
14 370 (11.31%) .NET Core
15 342 (10.46%) .NET Framework
16 299 (9.14%) Kafka
17 276 (8.44%) Entity Framework
18 259 (7.92%) Spring Boot
19 232 (7.09%) WCF
20 192 (5.87%) HTML5
Miscellaneous
1 226 (6.91%) Greenfield Project
2 213 (6.51%) Analytical Skills
3 144 (4.40%) Algorithms
4 131 (4.00%) Data Structures
5 130 (3.97%) User Experience
6 96 (2.93%) Enterprise Software
7 90 (2.75%) Cloud Native
8 88 (2.69%) Mobile App
9 82 (2.51%) Public Cloud
10 76 (2.32%) Self-Motivation
11 64 (1.96%) Management Information System
12 58 (1.77%) Blog
13 54 (1.65%) Derivative
14 49 (1.50%) Fixed Income
15 44 (1.35%) Equities
16 40 (1.22%) Virtual Team
17 39 (1.19%) Hedge funds
18 37 (1.13%) Equity Derivative
19 36 (1.10%) Linux Command Line
19 36 (1.10%) Social Network
Operating Systems
1 582 (17.79%) Linux
2 213 (6.51%) Windows
3 191 (5.84%) Unix
4 50 (1.53%) CentOS
5 39 (1.19%) Red Hat Enterprise Linux
6 36 (1.10%) Android
7 32 (0.98%) Apple iOS
8 22 (0.67%) Windows Server
9 21 (0.64%) Ubuntu
10 20 (0.61%) Mac OS
11 13 (0.40%) Mac OS X
12 9 (0.28%) Solaris
12 9 (0.28%) Windows Server 2012
13 8 (0.24%) Windows 10
14 7 (0.21%) Debian
15 6 (0.18%) VME
16 4 (0.12%) CoreOS
16 4 (0.12%) Fedora
17 2 (0.061%) Windows 7
18 1 (0.031%) DC/OS
Processes & Methodologies
1 1,730 (52.89%) Agile Software Development
2 882 (26.96%) TDD
3 868 (26.54%) Microservices
4 760 (23.23%) Software Engineering
5 714 (21.83%) DevOps
6 680 (20.79%) MVC
7 473 (14.46%) Analytics
8 469 (14.34%) BDD
9 431 (13.18%) Scrum
10 428 (13.08%) Continuous Integration
11 389 (11.89%) Machine Learning
12 386 (11.80%) OO
13 356 (10.88%) Mentoring
14 339 (10.36%) Web Application Development
15 335 (10.24%) Test Automation
16 321 (9.81%) Computer Science
17 315 (9.63%) Business Intelligence
18 305 (9.32%) Problem-Solving
19 298 (9.11%) Open Source
20 293 (8.96%) Data Science
Programming Languages
1 1,670 (51.05%) SQL
2 1,159 (35.43%) Java
3 1,116 (34.12%) JavaScript
4 1,021 (31.21%) C#
5 928 (28.37%) Python
6 329 (10.06%) Scala
7 325 (9.94%) Ruby
8 220 (6.73%) PHP
9 190 (5.81%) TypeScript
10 182 (5.56%) Java 8
11 162 (4.95%) C++
11 162 (4.95%) Go
12 158 (4.83%) R
13 137 (4.19%) T-SQL
14 115 (3.52%) Bash Shell
15 73 (2.23%) PowerShell
16 67 (2.05%) C
17 60 (1.83%) ES6
18 52 (1.59%) PL/SQL
19 50 (1.53%) Perl
Qualifications
1 400 (12.23%) Degree
2 193 (5.90%) Computer Science Degree
3 45 (1.38%) Security Cleared
4 41 (1.25%) Master's Degree
5 28 (0.86%) DV Cleared
6 24 (0.73%) PhD
7 18 (0.55%) AWS Certification
8 17 (0.52%) SC Cleared
9 13 (0.40%) Numerate Degree
10 10 (0.31%) Microsoft Certification
11 7 (0.21%) MBA
11 7 (0.21%) MCP
12 5 (0.15%) ISTQB
13 4 (0.12%) PMI Certification
13 4 (0.12%) Postgraduate
14 3 (0.092%) DBS Check
14 3 (0.092%) SANS
15 2 (0.061%) MCSA
15 2 (0.061%) PRINCE2 Certification
15 2 (0.061%) SAFe Agilist
Quality Assurance & Compliance
1 169 (5.17%) QA
2 73 (2.23%) Data Quality
3 40 (1.22%) GDPR
4 15 (0.46%) ISO/IEC 27001
5 7 (0.21%) ISO/IEC 20000
6 3 (0.092%) SLA
6 3 (0.092%) WAI
7 2 (0.061%) GAMP
7 2 (0.061%) PSD2
8 1 (0.031%) ISO 14001
8 1 (0.031%) ISO 9001
8 1 (0.031%) PCI DSS
System Software
1 826 (25.25%) Docker
2 79 (2.42%) HDFS
3 34 (1.04%) VirtualBox
4 27 (0.83%) Apache ZooKeeper
5 26 (0.79%) VMware Infrastructure
6 20 (0.61%) Active Directory
7 18 (0.55%) Apache Flume
8 14 (0.43%) Virtual Machines
9 12 (0.37%) Varnish
10 9 (0.28%) Hyper-V
11 5 (0.15%) etcd
12 4 (0.12%) KVM
12 4 (0.12%) oVirt
12 4 (0.12%) QEMU
12 4 (0.12%) vSphere
13 3 (0.092%) vCloud
14 1 (0.031%) LXC
14 1 (0.031%) pfSense
14 1 (0.031%) Virtual Desktop
14 1 (0.031%) Virtual Servers
Systems Management
1 562 (17.18%) Kubernetes
2 190 (5.81%) Terraform
3 166 (5.07%) Puppet
4 161 (4.92%) Ansible
5 85 (2.60%) Opscode Chef
6 79 (2.42%) Docker Swarm
7 50 (1.53%) Prometheus
8 37 (1.13%) Hadoop YARN
9 34 (1.04%) Grafana
10 31 (0.95%) Consul
11 24 (0.73%) Packer
12 22 (0.67%) Kibana
13 20 (0.61%) Automic
13 20 (0.61%) Graphite
14 18 (0.55%) Nagios
15 17 (0.52%) Oozie
16 16 (0.49%) Data Guard
17 15 (0.46%) Mesos
17 15 (0.46%) ZABBIX
18 12 (0.37%) Marathon
Vendors
1 371 (11.34%) Microsoft
2 258 (7.89%) Google
3 218 (6.66%) Oracle
4 97 (2.97%) Cloudera
5 85 (2.60%) Tableau
6 72 (2.20%) IBM
7 67 (2.05%) Hortonworks
8 65 (1.99%) Databricks
9 60 (1.83%) SAP
10 48 (1.47%) Informatica
10 48 (1.47%) Talend
11 35 (1.07%) Facebook
11 35 (1.07%) Splunk
12 34 (1.04%) Apple
13 29 (0.89%) VMware
14 28 (0.86%) Salesforce.com
15 23 (0.70%) Cadence
16 20 (0.61%) FactSet
17 19 (0.58%) Dataiku
17 19 (0.58%) Red Hat