Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 85 90 129
Rank change year-on-year +5 +39 +61
Permanent jobs citing NoSQL 5876 5610 5228
As % of all permanent IT jobs advertised in England 3.50% 3.13% 2.54%
As % of the Database & Business Intelligence category 11.61% 10.58% 8.04%
Number of salaries quoted 4966 5079 4597
England median annual salary £56,250 £55,000 £55,000
Median salary % change year-on-year +2.27% - +4.76%
10th Percentile £33,750 £35,000 £33,750
90th Percentile £85,000 £85,000 £85,000
UK median annual salary £55,000 £55,000 £55,000

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 50593 53002 65053
As % of all permanent IT jobs advertised in England 30.16% 29.58% 31.57%
Number of salaries quoted 42034 45751 55279
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

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 18 November 2017.

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 18 November 2017. 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 -20 2783 £67,000 +3.08% 143
South East +57 1008 £50,000 - 63
North of England +10 691 £45,000 -5.26% 52
Midlands +86 555 £45,000 -5.26% 29
East of England +50 441 £52,500 +3.96% 31
North West +20 412 £42,500 -10.53% 24
South West +1 390 £50,000 - 19
West Midlands +92 356 £45,000 - 18
Yorkshire +13 235 £50,000 - 24
East Midlands +72 199 £42,500 -10.53% 11
North East -12 44 £45,000 +9.76% 4
NoSQL
UK

For the 6 months to 18 November 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for NoSQL.

1 3466 (58.99%) Agile Software Development
2 2448 (41.66%) Java
3 2363 (40.21%) SQL
4 2312 (39.35%) TDD
5 2170 (36.93%) JavaScript
6 1982 (33.73%) Git (software)
7 1971 (33.54%) C#
8 1931 (32.86%) .NET
9 1837 (31.26%) SQL Server
10 1748 (29.75%) Node.js
11 1691 (28.78%) MVC
11 1691 (28.78%) RESTful
12 1605 (27.31%) MongoDB
13 1541 (26.23%) BDD
14 1506 (25.63%) Amazon AWS
15 1377 (23.43%) AngularJS
16 1257 (21.39%) HTML
17 1232 (20.97%) Python
18 1220 (20.76%) ASP.NET
19 1204 (20.49%) Ruby
20 1162 (19.78%) ASP.NET Web API
21 1130 (19.23%) Finance
22 1116 (18.99%) ASP.NET MVC
23 1104 (18.79%) Linux
24 1070 (18.21%) Continuous Integration
25 1053 (17.92%) CSS
26 1032 (17.56%) Software Engineering
27 1019 (17.34%) Microservices
28 1010 (17.19%) OO
29 1006 (17.12%) MySQL

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
1 470 (8.00%) Apache Spark
2 461 (7.85%) Elasticsearch
3 318 (5.41%) Apache
4 295 (5.02%) Tomcat
5 192 (3.27%) JBoss
6 155 (2.64%) OpenStack
7 148 (2.52%) CMS
8 134 (2.28%) Confluence
9 105 (1.79%) Apache Solr
10 104 (1.77%) nginx
11 95 (1.62%) IIS
12 93 (1.58%) SAS
13 76 (1.29%) Jetty
14 70 (1.19%) WebLogic
15 65 (1.11%) Apache Pig
16 63 (1.07%) Mule
16 63 (1.07%) WebSphere
17 62 (1.06%) Oracle SOA Suite
18 54 (0.92%) Mule ESB
19 44 (0.75%) Ethereum
Applications
1 50 (0.85%) SPSS
2 44 (0.75%) Microsoft Excel
3 9 (0.15%) Adobe Illustrator
3 9 (0.15%) Photoshop
4 7 (0.12%) HipChat
4 7 (0.12%) MS Visio
5 4 (0.068%) Microsoft PowerPoint
6 3 (0.051%) S-PLUS
6 3 (0.051%) Stata
6 3 (0.051%) Weka
7 2 (0.034%) 3ds Max
7 2 (0.034%) Chatbot
7 2 (0.034%) GNU Octave
7 2 (0.034%) Maya
7 2 (0.034%) Microsoft Office
8 1 (0.017%) Acrobat
8 1 (0.017%) GIMP
8 1 (0.017%) LaTeX
Business Applications
1 15 (0.26%) SAP ERP
1 15 (0.26%) SAP InfiniteInsight
2 14 (0.24%) Eloqua
3 12 (0.20%) Dynamics CRM
4 7 (0.12%) Magento
5 6 (0.10%) Revive Adserver
5 6 (0.10%) SAP S/4HANA
6 5 (0.085%) SAP Hybris
6 5 (0.085%) Unica
7 4 (0.068%) Oracle Applications
8 3 (0.051%) WebTrends
9 2 (0.034%) NetSuite
10 1 (0.017%) Adobe Campaign
10 1 (0.017%) FastStats PeopleStage
10 1 (0.017%) ION MarketView
10 1 (0.017%) Oracle EBS
10 1 (0.017%) Oracle FAH
10 1 (0.017%) Salesforce.com CRM
Cloud Services
1 1506 (25.63%) Amazon AWS
2 882 (15.01%) Microsoft Azure
3 322 (5.48%) SaaS
4 223 (3.80%) Google Cloud Platform
5 200 (3.40%) GitHub
6 162 (2.76%) Amazon EC2
7 139 (2.37%) PaaS
8 123 (2.09%) Cloud Computing
9 101 (1.72%) IaaS
10 94 (1.60%) Amazon S3
11 83 (1.41%) Serverless
12 62 (1.06%) Amazon SQS
13 58 (0.99%) npm
14 50 (0.85%) AWS CloudFormation
15 45 (0.77%) AWS Lambda
16 34 (0.58%) OpenShift
17 30 (0.51%) IBM Cloud
18 29 (0.49%) Amazon EMR
18 29 (0.49%) Bluemix
19 28 (0.48%) Amazon Kinesis
Communications & Networking
1 231 (3.93%) HTTP
2 192 (3.27%) Internet
3 87 (1.48%) TCP/IP
4 68 (1.16%) Firewall
5 65 (1.11%) SSL
6 56 (0.95%) DNS
7 55 (0.94%) AMQP
8 40 (0.68%) SMS
9 32 (0.54%) LDAP
10 26 (0.44%) SAN
11 21 (0.36%) VPN
12 19 (0.32%) NAS
13 17 (0.29%) SMTP
14 16 (0.27%) SMPP
15 15 (0.26%) Ethernet
16 14 (0.24%) Broadband
16 14 (0.24%) Wi-Fi
17 12 (0.20%) ICMP
17 12 (0.20%) IMAP
17 12 (0.20%) MPLS
Database & Business Intelligence
1 1837 (31.26%) SQL Server
2 1605 (27.31%) MongoDB
3 1006 (17.12%) MySQL
4 862 (14.67%) Big Data
5 736 (12.53%) Apache Cassandra
6 699 (11.90%) Hadoop
7 669 (11.39%) Relational Database
8 556 (9.46%) SQL Server 2016
9 535 (9.10%) Redis
10 406 (6.91%) SQL Server 2014
11 397 (6.76%) PostgreSQL
12 308 (5.24%) RDBMS
13 306 (5.21%) Amazon DynamoDB
14 211 (3.59%) Data Warehouse
15 181 (3.08%) Apache Hive
15 181 (3.08%) HBase
16 175 (2.98%) SQL Server Integration Services
17 150 (2.55%) SQL Server Reporting Services
18 139 (2.37%) Couchbase
19 131 (2.23%) Neo4j
Development Applications
1 1982 (33.73%) Git (software)
2 637 (10.84%) Jenkins
3 428 (7.28%) Maven
4 394 (6.71%) Subversion
5 377 (6.42%) JIRA
6 294 (5.00%) JUnit
7 275 (4.68%) TeamCity
8 179 (3.05%) Mercurial
9 152 (2.59%) Team Foundation Server
10 143 (2.43%) Atlassian Bamboo
11 140 (2.38%) Gradle
12 132 (2.25%) gulp
13 125 (2.13%) Cucumber
14 121 (2.06%) Grunt
15 119 (2.03%) Selenium
16 115 (1.96%) Visual Studio
17 107 (1.82%) Octopus Deploy
18 106 (1.80%) webpack
19 93 (1.58%) Ant
20 89 (1.51%) Eclipse
General
1 1130 (19.23%) Finance
2 355 (6.04%) Banking
3 329 (5.60%) Games
4 306 (5.21%) Marketing
5 305 (5.19%) Retail
6 235 (4.00%) Advertising
7 231 (3.93%) Telecoms
8 167 (2.84%) Electronics
9 147 (2.50%) Manufacturing
10 138 (2.35%) Music Industry
11 101 (1.72%) Investment Banking
12 97 (1.65%) Publishing
13 88 (1.50%) Retail Banking
14 49 (0.83%) Billing
14 49 (0.83%) Front Office
15 47 (0.80%) Back Office
15 47 (0.80%) Law
16 39 (0.66%) Automotive
17 37 (0.63%) Legal
18 27 (0.46%) Pharmaceutical
Job Titles
1 3574 (60.82%) Developer
2 1202 (20.46%) .NET Developer
3 1127 (19.18%) Java Developer
4 768 (13.07%) Senior Developer
5 451 (7.68%) Architect
6 433 (7.37%) C# Developer
7 408 (6.94%) Software Engineer
8 379 (6.45%) Full Stack Developer
9 341 (5.80%) Software Developer
10 330 (5.62%) Senior Java Developer
11 315 (5.36%) JavaScript Developer
12 308 (5.24%) C# .NET Developer
13 252 (4.29%) Java Engineer
14 225 (3.83%) DevOps Engineer
15 190 (3.23%) Lead Developer
16 178 (3.03%) Senior Software Engineer
17 174 (2.96%) Java Software Engineer
17 174 (2.96%) PHP Developer
18 172 (2.93%) DBA
19 170 (2.89%) Data Engineer
Libraries, Frameworks & Software Standards
1 1931 (32.86%) .NET
2 1748 (29.75%) Node.js
3 1691 (28.78%) RESTful
4 1377 (23.43%) AngularJS
5 1257 (21.39%) HTML
6 1220 (20.76%) ASP.NET
7 1162 (19.78%) ASP.NET Web API
8 1116 (18.99%) ASP.NET MVC
9 1053 (17.92%) CSS
10 969 (16.49%) Spring
11 936 (15.93%) WCF
12 935 (15.91%) Web Services
13 853 (14.52%) REST
14 848 (14.43%) ASP.NET MVC 5
15 689 (11.73%) .NET Framework
16 623 (10.60%) Entity Framework
17 606 (10.31%) HTML5
18 598 (10.18%) React
19 510 (8.68%) Code First Entity Framework
20 481 (8.19%) Hibernate
Miscellaneous
1 699 (11.90%) Computer Science
2 408 (6.94%) Greenfield Project
3 394 (6.71%) Enterprise Software
4 314 (5.34%) Algorithms
5 277 (4.71%) Analytical Skills
5 277 (4.71%) User Experience
6 266 (4.53%) Fintech
7 235 (4.00%) Data Structures
8 159 (2.71%) Mobile App
9 153 (2.60%) BBC
10 122 (2.08%) Social Media
11 108 (1.84%) Linux Command Line
12 99 (1.68%) Data Centre
13 89 (1.51%) Clustering
14 84 (1.43%) Social Network
15 80 (1.36%) Public Cloud
16 75 (1.28%) Hedge funds
17 74 (1.26%) Client/Server
18 56 (0.95%) Blog
19 49 (0.83%) Replication
Operating Systems
1 1104 (18.79%) Linux
2 402 (6.84%) Windows
3 326 (5.55%) Unix
4 164 (2.79%) Android
5 152 (2.59%) Apple iOS
6 108 (1.84%) CentOS
7 88 (1.50%) Ubuntu
7 88 (1.50%) Windows Server
8 63 (1.07%) Red Hat Enterprise Linux
9 50 (0.85%) Debian
10 38 (0.65%) Windows Server 2012
11 21 (0.36%) Windows 10
12 18 (0.31%) Mac OS X
13 14 (0.24%) Mac OS
14 9 (0.15%) Solaris
14 9 (0.15%) Windows Server 2003
15 7 (0.12%) AIX
15 7 (0.12%) Windows 7
16 6 (0.10%) Windows Server 2008
17 5 (0.085%) SUSE Linux Enterprise Server
Processes & Methodologies
1 3466 (58.99%) Agile Software Development
2 2312 (39.35%) TDD
3 1691 (28.78%) MVC
4 1541 (26.23%) BDD
5 1070 (18.21%) Continuous Integration
6 1032 (17.56%) Software Engineering
7 1019 (17.34%) Microservices
8 1010 (17.19%) OO
9 1005 (17.10%) Scrum
10 995 (16.93%) DevOps
11 910 (15.49%) Web Application Development
12 666 (11.33%) Analytics
13 622 (10.59%) Business Intelligence
14 541 (9.21%) Open Source
15 518 (8.82%) Test Automation
16 449 (7.64%) E-Commerce
17 441 (7.51%) Kanban
18 429 (7.30%) Unit Testing
19 416 (7.08%) Web Development
20 375 (6.38%) Mentoring
Programming Languages
1 2448 (41.66%) Java
2 2363 (40.21%) SQL
3 2170 (36.93%) JavaScript
4 1971 (33.54%) C#
5 1232 (20.97%) Python
6 1204 (20.49%) Ruby
7 534 (9.09%) PHP
8 512 (8.71%) Scala
9 367 (6.25%) C++
10 258 (4.39%) Go
11 229 (3.90%) T-SQL
12 208 (3.54%) Bash Shell
13 196 (3.34%) R
14 174 (2.96%) C
15 167 (2.84%) Perl
16 164 (2.79%) PowerShell
17 159 (2.71%) Groovy
18 134 (2.28%) TypeScript
19 121 (2.06%) F#
20 114 (1.94%) ES6
Qualifications
1 787 (13.39%) Degree
2 321 (5.46%) Computer Science Degree
3 117 (1.99%) Security Cleared
4 109 (1.86%) PhD
5 103 (1.75%) Master's Degree
6 58 (0.99%) SC Cleared
7 41 (0.70%) Microsoft Certification
8 15 (0.26%) DV Cleared
9 14 (0.24%) MBA
10 13 (0.22%) MCITP
10 13 (0.22%) MCTS
11 10 (0.17%) ISEB
11 10 (0.17%) Numerate Degree
12 9 (0.15%) MCSE
12 9 (0.15%) Postgraduate
13 8 (0.14%) CTC Cleared
13 8 (0.14%) ITIL Certification
13 8 (0.14%) MySQL Certification
14 7 (0.12%) AWS Certification
14 7 (0.12%) CISM
Quality Assurance & Compliance
1 310 (5.28%) QA
2 97 (1.65%) Data Quality
3 60 (1.02%) GCP
4 39 (0.66%) GDPR
5 25 (0.43%) PCI DSS
6 8 (0.14%) SLA
7 7 (0.12%) COBIT
8 6 (0.10%) ISO 9001
9 5 (0.085%) Web Application Security Consortium
10 3 (0.051%) PSD2
10 3 (0.051%) TickIT
11 2 (0.034%) HL7
11 2 (0.034%) ISO/IEC 27001
11 2 (0.034%) PMO
12 1 (0.017%) Actionable Recommendations
12 1 (0.017%) ISO 22301
12 1 (0.017%) MiFID
System Software
1 839 (14.28%) Docker
2 86 (1.46%) Active Directory
3 82 (1.40%) Apache Flume
4 71 (1.21%) VMware Infrastructure
5 66 (1.12%) HDFS
6 26 (0.44%) vSphere
7 25 (0.43%) Virtual Machines
8 22 (0.37%) VMware ESXi
9 13 (0.22%) Oracle RAC
10 10 (0.17%) Apache ZooKeeper
10 10 (0.17%) Hyper-V
11 9 (0.15%) VirtualBox
12 8 (0.14%) Microsoft Virtual Server
12 8 (0.14%) Virtual Servers
13 6 (0.10%) iptables
13 6 (0.10%) KVM
13 6 (0.10%) SAP ITS
13 6 (0.10%) Varnish
14 5 (0.085%) Xen
15 2 (0.034%) VMware Workstation
Systems Management
1 378 (6.43%) Ansible
2 370 (6.30%) Puppet
3 312 (5.31%) Opscode Chef
4 285 (4.85%) Kubernetes
5 140 (2.38%) Terraform
6 83 (1.41%) Nagios
7 81 (1.38%) Kibana
8 53 (0.90%) Packer
9 51 (0.87%) logstash
10 45 (0.77%) Mesos
11 35 (0.60%) HAProxy
12 32 (0.54%) Docker Swarm
13 30 (0.51%) Marathon
14 28 (0.48%) ZABBIX
15 27 (0.46%) Salt
16 22 (0.37%) Oozie
17 21 (0.36%) Hadoop YARN
18 20 (0.34%) Consul
19 17 (0.29%) Grafana
20 16 (0.27%) TeamSite
Vendors
1 666 (11.33%) Oracle
2 603 (10.26%) Microsoft
3 370 (6.30%) Google
4 211 (3.59%) Facebook
5 203 (3.45%) SAP
6 176 (3.00%) Apple
7 136 (2.31%) VMware
8 127 (2.16%) Tableau
9 102 (1.74%) Sony
10 100 (1.70%) Yahoo!
11 92 (1.57%) Sybase
12 91 (1.55%) Red Hat
13 86 (1.46%) IBM
13 86 (1.46%) Splunk
14 81 (1.38%) Cloudera
14 81 (1.38%) Xamarin
15 54 (0.92%) Perforce
16 53 (0.90%) Talend
17 49 (0.83%) Atlassian
18 48 (0.82%) Hortonworks