Period
to 17 August 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 17 August 2019 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 123 89 84
Rank change year-on-year -34 -5 +26
Permanent jobs citing NoSQL 3,512 5,512 5,873
As % of all permanent IT jobs advertised in England 2.66% 3.47% 3.54%
As % of the Database & Business Intelligence category 9.78% 11.51% 11.62%
Number of salaries quoted 2,957 4,483 5,066
England median annual salary £62,500 £55,000 £55,000
Median salary % change year-on-year +13.64% - -
10th Percentile £35,000 £35,000 £33,750
90th Percentile £92,500 £87,500 £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 35,915 47,875 50,527
As % of all permanent IT jobs advertised in England 27.20% 30.10% 30.49%
Number of salaries quoted 29,757 39,171 42,490
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,589 £31,250 £30,000
90th Percentile £86,250 £82,500 £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 17 August 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 17 August 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 -18 1,986 £70,000 - 269
South East -40 579 £50,000 - 105
North of England -54 459 £55,000 +15.79% 135
North West -8 312 £55,000 +10.00% 73
South West -44 199 £47,500 -5.00% 38
Midlands -77 155 £50,000 - 54
Yorkshire -65 127 £52,000 +15.56% 40
East of England -67 112 £55,000 - 48
West Midlands -68 107 £50,000 - 35
East Midlands -55 48 £48,750 +8.33% 19
North East -30 21 £57,275 +27.28% 23
NoSQL
UK

For the 6 months to 17 August 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 1,851 (52.71%) Agile Software Development
2 1,793 (51.05%) SQL
3 1,396 (39.75%) Java
4 1,248 (35.54%) JavaScript
5 1,235 (35.17%) Amazon AWS
6 1,084 (30.87%) Python
7 1,039 (29.58%) C#
8 952 (27.11%) .NET
9 940 (26.77%) TDD
10 895 (25.48%) Microsoft Azure
11 884 (25.17%) MongoDB
12 856 (24.37%) Microservices
13 854 (24.32%) Git (software)
14 837 (23.83%) Software Engineering
15 788 (22.44%) SQL Server
16 752 (21.41%) Docker
17 747 (21.27%) DevOps
18 704 (20.05%) Big Data
19 693 (19.73%) MVC
20 648 (18.45%) AngularJS
21 643 (18.31%) CSS
22 636 (18.11%) Node.js
23 635 (18.08%) HTML
24 620 (17.65%) RESTful
25 617 (17.57%) Linux
26 587 (16.71%) Hadoop
27 561 (15.97%) MySQL
28 554 (15.77%) Finance
29 525 (14.95%) Scrum
30 518 (14.75%) Analytics

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
1 476 (13.55%) Apache Spark
2 323 (9.20%) Elasticsearch
3 140 (3.99%) Apache
4 107 (3.05%) Apache Pig
5 86 (2.45%) Apache Solr
6 65 (1.85%) Tomcat
7 50 (1.42%) Confluence
8 49 (1.40%) JBoss
9 44 (1.25%) Cloud Foundry
10 43 (1.22%) SharePoint
11 41 (1.17%) CMS
12 40 (1.14%) nginx
13 35 (1.00%) IIS
14 27 (0.77%) WordPress
15 16 (0.46%) Adobe Experience Manager
15 16 (0.46%) SAS
16 15 (0.43%) OpenStack
16 15 (0.43%) WebLogic
17 14 (0.40%) Oracle SOA Suite
18 12 (0.34%) Jetty
Applications
1 12 (0.34%) Chatbot
2 9 (0.26%) Microsoft Excel
3 7 (0.20%) Photoshop
4 5 (0.14%) Adobe Illustrator
5 4 (0.11%) Microsoft Office
5 4 (0.11%) Microsoft PowerPoint
6 3 (0.085%) SPSS
6 3 (0.085%) Weka
7 2 (0.057%) ArchiCAD
7 2 (0.057%) AutoCAD
7 2 (0.057%) MicroStation
7 2 (0.057%) Revit
7 2 (0.057%) Spreadsheet
8 1 (0.028%) Adobe Premiere
8 1 (0.028%) Adobe XD
8 1 (0.028%) Figma
8 1 (0.028%) MS Visio
8 1 (0.028%) Sketch
Business Applications
1 37 (1.05%) Dynamics CRM
2 19 (0.54%) Magento
3 8 (0.23%) Fredhopper
3 8 (0.23%) SAP Hybris
4 4 (0.11%) Distributed Ledger
4 4 (0.11%) Dynamics NAV
4 4 (0.11%) NetSuite
4 4 (0.11%) SDL Web 8
5 3 (0.085%) Payment Gateway
6 2 (0.057%) SAP ERP
6 2 (0.057%) SAP InfiniteInsight
6 2 (0.057%) WebTrends
7 1 (0.028%) Dynamics GP
7 1 (0.028%) Oracle Applications
7 1 (0.028%) Workday HCM
Cloud Services
1 1,235 (35.17%) Amazon AWS
2 895 (25.48%) Microsoft Azure
3 378 (10.76%) Google Cloud Platform
4 214 (6.09%) Serverless
5 158 (4.50%) GitHub
6 157 (4.47%) SaaS
7 151 (4.30%) Power Platform
8 148 (4.21%) Amazon S3
9 115 (3.27%) AWS Lambda
10 106 (3.02%) Cloud Computing
11 86 (2.45%) Amazon EC2
12 75 (2.14%) Amazon EMR
13 68 (1.94%) PaaS
14 59 (1.68%) Amazon SQS
15 58 (1.65%) Amazon ECS
16 57 (1.62%) IaaS
17 56 (1.59%) Azure Data Factory
18 55 (1.57%) AWS CloudFormation
19 46 (1.31%) Amazon Kinesis
20 36 (1.03%) Heroku
Communications & Networking
1 106 (3.02%) HTTP
2 49 (1.40%) Internet
3 46 (1.31%) TCP/IP
4 41 (1.17%) DNS
5 36 (1.03%) HTTPS
6 35 (1.00%) Firewall
7 30 (0.85%) VoIP
8 24 (0.68%) Extranet
9 21 (0.60%) VPN
10 10 (0.28%) DHCP
10 10 (0.28%) Reverse Proxy
11 8 (0.23%) CTI
11 8 (0.23%) Ethernet
12 7 (0.20%) AMQP
12 7 (0.20%) Bluetooth
12 7 (0.20%) SSL
13 6 (0.17%) GPRS
13 6 (0.17%) Kerberos
13 6 (0.17%) SMS
13 6 (0.17%) SNMP
Database & Business Intelligence
1 884 (25.17%) MongoDB
2 788 (22.44%) SQL Server
3 704 (20.05%) Big Data
4 587 (16.71%) Hadoop
5 561 (15.97%) MySQL
6 401 (11.42%) Apache Cassandra
7 384 (10.93%) Relational Database
8 375 (10.68%) PostgreSQL
9 302 (8.60%) Data Warehouse
10 254 (7.23%) Redis
11 233 (6.63%) Apache Hive
12 189 (5.38%) SQL Server 2016
13 181 (5.15%) HBase
14 151 (4.30%) Power BI
15 149 (4.24%) Amazon DynamoDB
16 148 (4.21%) Neo4j
17 133 (3.79%) Data Lake
18 121 (3.45%) RDBMS
19 110 (3.13%) Amazon Redshift
20 104 (2.96%) Impala
Development Applications
1 854 (24.32%) Git (software)
2 390 (11.10%) Jenkins
3 171 (4.87%) JIRA
4 156 (4.44%) Selenium
5 132 (3.76%) Maven
6 119 (3.39%) Subversion
6 119 (3.39%) TeamCity
7 112 (3.19%) Team Foundation Server
8 105 (2.99%) JUnit
9 89 (2.53%) GitLab
10 81 (2.31%) Visual Studio Team System
11 78 (2.22%) Visual Studio
12 70 (1.99%) Octopus Deploy
13 67 (1.91%) webpack
14 63 (1.79%) Atlassian Bamboo
15 56 (1.59%) NUnit
16 55 (1.57%) Gradle
16 55 (1.57%) SpecFlow
17 51 (1.45%) Cucumber
18 47 (1.34%) Mockito
General
1 554 (15.77%) Finance
2 288 (8.20%) Retail
3 202 (5.75%) Banking
4 149 (4.24%) Games
5 93 (2.65%) Marketing
6 86 (2.45%) Law
7 73 (2.08%) Telecoms
8 44 (1.25%) Advertising
9 42 (1.20%) Financial Institution
10 39 (1.11%) Investment Banking
11 29 (0.83%) Manufacturing
12 20 (0.57%) Publishing
13 19 (0.54%) Electronics
14 17 (0.48%) Front Office
15 15 (0.43%) Legal
16 9 (0.26%) Automotive
16 9 (0.26%) Pharmaceutical
17 6 (0.17%) Corporate Banking
18 5 (0.14%) Billing
18 5 (0.14%) Military
Job Titles
1 1,898 (54.04%) Developer
2 547 (15.58%) .NET Developer
3 533 (15.18%) Senior Developer
4 507 (14.44%) Java Developer
5 352 (10.02%) C# Developer
6 345 (9.82%) Software Engineer
7 343 (9.77%) Data Engineer
8 281 (8.00%) C# .NET Developer
9 276 (7.86%) Architect
10 222 (6.32%) Software Developer
11 178 (5.07%) Senior Java Developer
12 167 (4.76%) Full Stack Developer
13 152 (4.33%) Java Engineer
14 141 (4.01%) ASP.NET Developer
15 140 (3.99%) C# ASP.NET Developer
16 137 (3.90%) Python Engineer
17 132 (3.76%) Big Data Engineer
18 119 (3.39%) Python Developer
19 118 (3.36%) Data Architect
20 105 (2.99%) Lead Developer
Libraries, Frameworks & Software Standards
1 952 (27.11%) .NET
2 648 (18.45%) AngularJS
3 643 (18.31%) CSS
4 636 (18.11%) Node.js
5 635 (18.08%) HTML
6 620 (17.65%) RESTful
7 509 (14.49%) React
8 498 (14.18%) ASP.NET Web API
9 487 (13.87%) Spring
10 474 (13.50%) Web Services
11 473 (13.47%) Kafka
12 463 (13.18%) REST
13 458 (13.04%) ASP.NET
14 363 (10.34%) ASP.NET MVC
15 359 (10.22%) .NET Core
16 351 (9.99%) .NET Framework
17 273 (7.77%) Entity Framework
18 234 (6.66%) HTML5
19 225 (6.41%) Spring Boot
20 223 (6.35%) jQuery
Miscellaneous
1 253 (7.20%) Analytical Skills
2 250 (7.12%) Greenfield Project
3 178 (5.07%) Algorithms
4 143 (4.07%) Data Structures
5 134 (3.82%) User Experience
6 128 (3.64%) Mobile App
7 107 (3.05%) Enterprise Software
8 99 (2.82%) Cloud Native
9 66 (1.88%) Self-Motivation
10 51 (1.45%) Linux Command Line
11 48 (1.37%) Public Cloud
12 46 (1.31%) N-Tier
13 45 (1.28%) Clustering
14 43 (1.22%) Replication
15 42 (1.20%) Management Information System
16 34 (0.97%) Robotics
16 34 (0.97%) Social Network
17 29 (0.83%) Blog
17 29 (0.83%) EPoS
18 25 (0.71%) Data Centre
Operating Systems
1 617 (17.57%) Linux
2 252 (7.18%) Windows
3 196 (5.58%) Unix
4 53 (1.51%) CentOS
5 46 (1.31%) Android
6 38 (1.08%) Red Hat Enterprise Linux
7 35 (1.00%) Ubuntu
8 33 (0.94%) Apple iOS
9 26 (0.74%) Windows Server
10 17 (0.48%) Mac OS
11 16 (0.46%) Windows Server 2012
12 12 (0.34%) Debian
13 9 (0.26%) Fedora
13 9 (0.26%) Windows 10
14 7 (0.20%) Windows 7
15 6 (0.17%) Windows Server 2008
16 5 (0.14%) SUSE
17 4 (0.11%) DC/OS
17 4 (0.11%) Mac OS X
18 2 (0.057%) Windows Phone
Processes & Methodologies
1 1,851 (52.71%) Agile Software Development
2 940 (26.77%) TDD
3 856 (24.37%) Microservices
4 837 (23.83%) Software Engineering
5 747 (21.27%) DevOps
6 693 (19.73%) MVC
7 525 (14.95%) Scrum
8 518 (14.75%) Analytics
9 494 (14.07%) Continuous Integration
10 477 (13.58%) BDD
11 437 (12.44%) Test Automation
12 421 (11.99%) OO
13 383 (10.91%) Machine Learning
14 336 (9.57%) Business Intelligence
15 325 (9.25%) Mentoring
16 310 (8.83%) Computer Science
17 307 (8.74%) ETL
18 305 (8.68%) Data Science
19 300 (8.54%) Data Modelling
20 293 (8.34%) Problem-Solving
Programming Languages
1 1,793 (51.05%) SQL
2 1,396 (39.75%) Java
3 1,248 (35.54%) JavaScript
4 1,084 (30.87%) Python
5 1,039 (29.58%) C#
6 467 (13.30%) Scala
7 314 (8.94%) Ruby
8 238 (6.78%) Java 8
9 233 (6.63%) PHP
10 177 (5.04%) Go
11 154 (4.38%) TypeScript
12 141 (4.01%) T-SQL
13 131 (3.73%) R
14 128 (3.64%) C++
15 105 (2.99%) Bash Shell
16 92 (2.62%) PowerShell
17 72 (2.05%) ES6
18 49 (1.40%) PL/SQL
19 47 (1.34%) C
19 47 (1.34%) Groovy
Qualifications
1 432 (12.30%) Degree
2 191 (5.44%) Computer Science Degree
3 53 (1.51%) Security Cleared
4 41 (1.17%) Master's Degree
5 28 (0.80%) AWS Certification
5 28 (0.80%) Numerate Degree
6 24 (0.68%) DV Cleared
7 22 (0.63%) PhD
8 19 (0.54%) SC Cleared
9 8 (0.23%) Microsoft Certification
10 7 (0.20%) MCSA
11 6 (0.17%) ISTQB
12 3 (0.085%) DBS Check
12 3 (0.085%) MCP
12 3 (0.085%) SANS
13 2 (0.057%) MCSE
13 2 (0.057%) Postgraduate
14 1 (0.028%) ITIL Certification
14 1 (0.028%) MCDBA
14 1 (0.028%) MCT
Quality Assurance & Compliance
1 135 (3.84%) QA
2 52 (1.48%) Data Quality
3 36 (1.03%) GDPR
4 11 (0.31%) ISO/IEC 27001
5 6 (0.17%) HIPAA
6 5 (0.14%) SLA
7 4 (0.11%) ISO 9001
7 4 (0.11%) PCI DSS
8 3 (0.085%) ISO/IEC 20000
8 3 (0.085%) PSD2
8 3 (0.085%) WAI
9 2 (0.057%) GAMP
10 1 (0.028%) Actionable Recommendations
10 1 (0.028%) ISO 14001
10 1 (0.028%) ISO 22301
System Software
1 752 (21.41%) Docker
2 70 (1.99%) Apache ZooKeeper
3 67 (1.91%) Apache Flume
3 67 (1.91%) HDFS
4 37 (1.05%) VMware Infrastructure
5 20 (0.57%) Active Directory
6 15 (0.43%) VirtualBox
7 14 (0.40%) Virtual Machines
8 12 (0.34%) Hyper-V
9 10 (0.28%) Varnish
10 9 (0.26%) etcd
11 5 (0.14%) VMware ESXi
12 4 (0.11%) NFS
12 4 (0.11%) VMware NSX
12 4 (0.11%) vSphere
13 3 (0.085%) KVM
13 3 (0.085%) oVirt
13 3 (0.085%) QEMU
14 2 (0.057%) Firmware
14 2 (0.057%) vCloud
Systems Management
1 471 (13.41%) Kubernetes
2 186 (5.30%) Terraform
3 161 (4.58%) Puppet
4 147 (4.19%) Ansible
5 118 (3.36%) Opscode Chef
6 80 (2.28%) Oozie
7 68 (1.94%) Hadoop YARN
8 51 (1.45%) Docker Swarm
9 46 (1.31%) Prometheus
10 45 (1.28%) Ambari
11 37 (1.05%) Kibana
12 36 (1.03%) Grafana
13 24 (0.68%) logstash
14 23 (0.65%) Nagios
15 21 (0.60%) Consul
16 20 (0.57%) Rancher
17 18 (0.51%) ZABBIX
18 14 (0.40%) Mesos
19 13 (0.37%) Marathon
20 12 (0.34%) SCCM
Vendors
1 405 (11.53%) Microsoft
2 269 (7.66%) Google
3 260 (7.40%) Oracle
4 147 (4.19%) Cloudera
5 142 (4.04%) Tableau
6 117 (3.33%) Databricks
7 75 (2.14%) Hortonworks
8 63 (1.79%) Informatica
9 58 (1.65%) Talend
10 52 (1.48%) IBM
10 52 (1.48%) Splunk
11 50 (1.42%) SAP
11 50 (1.42%) VMware
12 48 (1.37%) MapR
13 37 (1.05%) Red Hat
14 35 (1.00%) Nintex
14 35 (1.00%) Salesforce.com
15 28 (0.80%) Zend
16 22 (0.63%) Dataiku
17 19 (0.54%) Atlassian