Period
to 22 January 2018

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 22 January 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 79 82 114
Rank change year-on-year +3 +32 +51
Permanent jobs citing NoSQL 5,875 5,535 5,330
As % of all permanent IT jobs advertised in England 3.62% 3.36% 2.72%
As % of the Database & Business Intelligence category 11.81% 11.26% 8.57%
Number of salaries quoted 5,011 5,033 4,794
England median annual salary £55,000 £57,500 £55,000
Median salary % change year-on-year -4.35% +4.55% -
10th Percentile £32,500 £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 49,725 49,156 62,218
As % of all permanent IT jobs advertised in England 30.62% 29.83% 31.72%
Number of salaries quoted 41,658 42,427 53,076
England median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £48,000 £47,500 £45,000
% change year-on-year +1.05% +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 22 January 2018.

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 22 January 2018. 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 -22 2,645 £67,500 +3.85% 424
South East +50 1,086 £47,500 -5.00% 135
North of England +3 694 £45,000 -5.26% 136
Midlands +55 520 £42,500 -10.53% 63
East of England +51 519 £52,500 - 89
North West +17 408 £42,500 -10.53% 80
South West +2 408 £50,000 - 46
West Midlands +44 318 £40,000 -5.88% 27
Yorkshire -3 231 £50,000 0.00% 49
East Midlands +53 201 £42,500 -10.53% 36
North East -13 55 £45,000 +12.50% 7
NoSQL
UK

For the 6 months to 22 January 2018, 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 3,499 (59.56%) Agile Software Development
2 2,511 (42.74%) TDD
3 2,288 (38.94%) Java
4 2,280 (38.81%) SQL
5 2,189 (37.26%) Git (software)
6 2,171 (36.95%) JavaScript
7 2,165 (36.85%) C#
8 2,114 (35.98%) .NET
9 2,017 (34.33%) Node.js
10 1,915 (32.60%) SQL Server
11 1,893 (32.22%) MVC
12 1,888 (32.14%) RESTful
13 1,778 (30.26%) BDD
14 1,493 (25.41%) MongoDB
15 1,481 (25.21%) Ruby
16 1,432 (24.37%) Amazon AWS
17 1,428 (24.31%) ASP.NET
18 1,356 (23.08%) ASP.NET Web API
19 1,329 (22.62%) ASP.NET MVC
20 1,324 (22.54%) AngularJS
21 1,240 (21.11%) Python
22 1,205 (20.51%) HTML
23 1,168 (19.88%) Web Application Development
24 1,166 (19.85%) WCF
25 1,124 (19.13%) Software Engineering
26 1,105 (18.81%) ASP.NET MVC 5
27 1,082 (18.42%) Linux
28 1,068 (18.18%) OO
29 1,020 (17.36%) Finance
30 1,003 (17.07%) Continuous Integration

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
1 479 (8.15%) Apache Spark
2 430 (7.32%) Elasticsearch
3 245 (4.17%) Apache
4 193 (3.29%) Tomcat
5 154 (2.62%) CMS
6 150 (2.55%) OpenStack
7 143 (2.43%) Confluence
8 106 (1.80%) JBoss
9 87 (1.48%) nginx
10 83 (1.41%) Apache Solr
11 81 (1.38%) SAS
12 75 (1.28%) Apache Pig
13 71 (1.21%) IIS
14 49 (0.83%) WebSphere
15 47 (0.80%) Jetty
15 47 (0.80%) Mule
16 46 (0.78%) Ethereum
17 41 (0.70%) Mule ESB
17 41 (0.70%) WebLogic
18 38 (0.65%) Oracle SOA Suite
Applications
1 47 (0.80%) Microsoft Excel
2 31 (0.53%) SPSS
3 14 (0.24%) Weka
4 12 (0.20%) MS Visio
5 7 (0.12%) Adobe Illustrator
5 7 (0.12%) HipChat
5 7 (0.12%) Microsoft PowerPoint
5 7 (0.12%) Photoshop
6 3 (0.051%) Chatbot
6 3 (0.051%) GIMP
6 3 (0.051%) GNU Octave
7 2 (0.034%) 3ds Max
7 2 (0.034%) Maya
7 2 (0.034%) Microsoft Office
7 2 (0.034%) S-PLUS
7 2 (0.034%) Stata
8 1 (0.017%) Acrobat
Business Applications
1 37 (0.63%) Distributed Ledger
2 28 (0.48%) Dynamics CRM
3 14 (0.24%) MultiChain
3 14 (0.24%) SAP ERP
3 14 (0.24%) SAP InfiniteInsight
4 9 (0.15%) Magento
5 8 (0.14%) Eloqua
5 8 (0.14%) SAP S/4HANA
6 7 (0.12%) Oracle Applications
6 7 (0.12%) Payment Gateway
7 3 (0.051%) NetSuite
7 3 (0.051%) Oracle EBS
8 2 (0.034%) ION MarketView
8 2 (0.034%) Oracle FAH
9 1 (0.017%) Adobe Campaign
9 1 (0.017%) FastStats PeopleStage
9 1 (0.017%) SAP Hybris
9 1 (0.017%) Unica
9 1 (0.017%) WebTrends
Cloud Services
1 1,432 (24.37%) Amazon AWS
2 852 (14.50%) Microsoft Azure
3 258 (4.39%) SaaS
4 198 (3.37%) Google Cloud Platform
5 175 (2.98%) GitHub
6 150 (2.55%) Cloud Computing
7 135 (2.30%) Amazon EC2
8 120 (2.04%) PaaS
9 102 (1.74%) Amazon S3
10 90 (1.53%) Serverless
11 67 (1.14%) IaaS
11 67 (1.14%) npm
12 60 (1.02%) OpenShift
13 48 (0.82%) Amazon Kinesis
14 43 (0.73%) AWS CloudFormation
15 37 (0.63%) Amazon SQS
16 35 (0.60%) AWS Lambda
17 30 (0.51%) Amazon ElastiCache
18 29 (0.49%) Amazon EMR
19 27 (0.46%) IBM Cloud
Communications & Networking
1 177 (3.01%) HTTP
2 159 (2.71%) Internet
3 77 (1.31%) TCP/IP
4 67 (1.14%) Firewall
5 61 (1.04%) SSL
6 45 (0.77%) DNS
7 39 (0.66%) SMS
8 32 (0.54%) AMQP
9 23 (0.39%) VPN
10 20 (0.34%) Ethernet
11 19 (0.32%) Wireless
12 17 (0.29%) Wi-Fi
13 15 (0.26%) SAN
14 14 (0.24%) Broadband
14 14 (0.24%) Skype
15 13 (0.22%) SMPP
16 12 (0.20%) ICMP
17 11 (0.19%) SMTP
18 10 (0.17%) IMAP
19 9 (0.15%) Kerberos
Database & Business Intelligence
1 1,915 (32.60%) SQL Server
2 1,493 (25.41%) MongoDB
3 997 (16.97%) MySQL
4 820 (13.96%) Big Data
5 751 (12.78%) SQL Server 2016
6 618 (10.52%) Hadoop
7 611 (10.40%) Apache Cassandra
8 558 (9.50%) Relational Database
9 485 (8.26%) PostgreSQL
10 454 (7.73%) Redis
11 410 (6.98%) SQL Server 2014
12 288 (4.90%) Amazon DynamoDB
13 260 (4.43%) RDBMS
14 217 (3.69%) Data Warehouse
15 204 (3.47%) HBase
16 180 (3.06%) Apache Hive
17 135 (2.30%) SQL Server Integration Services
18 118 (2.01%) Neo4j
19 117 (1.99%) Couchbase
20 108 (1.84%) SQL Server Reporting Services
Development Applications
1 2,189 (37.26%) Git (software)
2 647 (11.01%) Jenkins
3 359 (6.11%) JIRA
4 342 (5.82%) Subversion
5 341 (5.80%) Maven
6 230 (3.91%) TeamCity
7 212 (3.61%) JUnit
8 152 (2.59%) Atlassian Bamboo
9 139 (2.37%) Cucumber
10 134 (2.28%) Team Foundation Server
11 133 (2.26%) gulp
12 131 (2.23%) webpack
13 127 (2.16%) Gradle
14 123 (2.09%) Selenium
15 113 (1.92%) Vagrant
16 108 (1.84%) Octopus Deploy
17 104 (1.77%) Mercurial
18 101 (1.72%) Grunt
19 95 (1.62%) Visual Studio
20 89 (1.51%) Mocha
General
1 1,020 (17.36%) Finance
2 364 (6.20%) Games
3 325 (5.53%) Banking
4 297 (5.06%) Marketing
5 284 (4.83%) Advertising
6 277 (4.71%) Retail
7 207 (3.52%) Telecoms
8 165 (2.81%) Music Industry
9 121 (2.06%) Electronics
10 102 (1.74%) Manufacturing
11 84 (1.43%) Investment Banking
12 71 (1.21%) Publishing
13 60 (1.02%) Legal
14 54 (0.92%) Law
15 50 (0.85%) Retail Banking
16 49 (0.83%) Billing
17 46 (0.78%) Front Office
18 44 (0.75%) Automotive
19 43 (0.73%) Back Office
20 23 (0.39%) Pharmaceutical
Job Titles
1 3,679 (62.62%) Developer
2 1,403 (23.88%) .NET Developer
3 1,010 (17.19%) Java Developer
4 701 (11.93%) Senior Developer
5 430 (7.32%) Software Engineer
6 415 (7.06%) Architect
7 413 (7.03%) C# Developer
8 310 (5.28%) Full Stack Developer
9 303 (5.16%) Software Developer
10 290 (4.94%) Senior Java Developer
11 287 (4.89%) C# .NET Developer
12 274 (4.66%) Java Engineer
13 239 (4.07%) JavaScript Developer
14 224 (3.81%) DevOps Engineer
15 193 (3.29%) Data Engineer
16 192 (3.27%) PHP Developer
17 187 (3.18%) Lead Developer
18 185 (3.15%) Java Software Engineer
19 177 (3.01%) Senior Software Engineer
20 176 (3.00%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 2,114 (35.98%) .NET
2 2,017 (34.33%) Node.js
3 1,888 (32.14%) RESTful
4 1,428 (24.31%) ASP.NET
5 1,356 (23.08%) ASP.NET Web API
6 1,329 (22.62%) ASP.NET MVC
7 1,324 (22.54%) AngularJS
8 1,205 (20.51%) HTML
9 1,166 (19.85%) WCF
10 1,105 (18.81%) ASP.NET MVC 5
11 980 (16.68%) CSS
12 878 (14.94%) Spring
13 861 (14.66%) .NET Framework
14 778 (13.24%) REST
14 778 (13.24%) Web Services
15 768 (13.07%) Entity Framework
16 683 (11.63%) Code First Entity Framework
17 575 (9.79%) React
18 553 (9.41%) HTML5
19 459 (7.81%) Twitter Bootstrap
Miscellaneous
1 656 (11.17%) Computer Science
2 442 (7.52%) Enterprise Software
3 425 (7.23%) Greenfield Project
4 320 (5.45%) Algorithms
5 291 (4.95%) Fintech
6 277 (4.71%) Analytical Skills
7 232 (3.95%) Data Structures
8 222 (3.78%) User Experience
9 169 (2.88%) BBC
10 152 (2.59%) Mobile App
11 145 (2.47%) Social Media
12 91 (1.55%) Public Cloud
13 88 (1.50%) Data Centre
14 87 (1.48%) Linux Command Line
15 83 (1.41%) Social Network
16 63 (1.07%) Clustering
17 61 (1.04%) Private Cloud
18 59 (1.00%) Hedge funds
19 53 (0.90%) Client/Server
20 47 (0.80%) Online Games
Operating Systems
1 1,082 (18.42%) Linux
2 379 (6.45%) Windows
3 289 (4.92%) Unix
4 162 (2.76%) Android
5 159 (2.71%) Apple iOS
6 107 (1.82%) CentOS
7 77 (1.31%) Ubuntu
8 73 (1.24%) Windows Server
9 58 (0.99%) Debian
9 58 (0.99%) Red Hat Enterprise Linux
10 36 (0.61%) Windows Server 2012
11 23 (0.39%) Windows 10
12 17 (0.29%) Mac OS
13 13 (0.22%) Mac OS X
14 12 (0.20%) VMS
15 9 (0.15%) SUSE Linux Enterprise Server
16 8 (0.14%) CoreOS
17 6 (0.10%) Windows Server 2008
18 5 (0.085%) Windows 7
19 3 (0.051%) AIX
Processes & Methodologies
1 3,499 (59.56%) Agile Software Development
2 2,511 (42.74%) TDD
3 1,893 (32.22%) MVC
4 1,778 (30.26%) BDD
5 1,168 (19.88%) Web Application Development
6 1,124 (19.13%) Software Engineering
7 1,068 (18.18%) OO
8 1,003 (17.07%) Continuous Integration
9 997 (16.97%) Microservices
10 967 (16.46%) DevOps
11 938 (15.97%) Scrum
12 600 (10.21%) Test Automation
13 562 (9.57%) Business Intelligence
14 559 (9.51%) Analytics
15 487 (8.29%) Open Source
16 435 (7.40%) Unit Testing
17 395 (6.72%) Machine Learning
18 384 (6.54%) Web Development
19 380 (6.47%) SDLC
20 372 (6.33%) High Availability
Programming Languages
1 2,288 (38.94%) Java
2 2,280 (38.81%) SQL
3 2,171 (36.95%) JavaScript
4 2,165 (36.85%) C#
5 1,481 (25.21%) Ruby
6 1,240 (21.11%) Python
7 564 (9.60%) PHP
8 514 (8.75%) Scala
9 365 (6.21%) C++
10 230 (3.91%) Go
11 196 (3.34%) R
12 194 (3.30%) T-SQL
13 191 (3.25%) PowerShell
14 190 (3.23%) Bash Shell
15 167 (2.84%) ES6
16 164 (2.79%) Perl
17 159 (2.71%) C
18 126 (2.14%) Groovy
19 120 (2.04%) TypeScript
20 106 (1.80%) F#
Qualifications
1 789 (13.43%) Degree
2 292 (4.97%) Computer Science Degree
3 115 (1.96%) Security Cleared
4 93 (1.58%) Master's Degree
5 88 (1.50%) PhD
6 31 (0.53%) SC Cleared
7 22 (0.37%) Microsoft Certification
8 18 (0.31%) Numerate Degree
9 17 (0.29%) MBA
10 9 (0.15%) ITIL Certification
11 7 (0.12%) ISEB
11 7 (0.12%) MCSE
12 6 (0.10%) AWS Certification
12 6 (0.10%) CTC Cleared
12 6 (0.10%) DV Cleared
13 5 (0.085%) CISM
13 5 (0.085%) CISSP
13 5 (0.085%) MCSA
13 5 (0.085%) Oracle Certification
14 4 (0.068%) ISTQB
Quality Assurance & Compliance
1 245 (4.17%) QA
2 69 (1.17%) Data Quality
3 58 (0.99%) GCP
4 35 (0.60%) GDPR
5 28 (0.48%) PCI DSS
6 10 (0.17%) Web Application Security Consortium
7 6 (0.10%) COBIT
7 6 (0.10%) ISO 9001
8 4 (0.068%) SLA
9 3 (0.051%) TickIT
10 2 (0.034%) HL7
10 2 (0.034%) ISO/IEC 27001
11 1 (0.017%) Disclosure Scotland
11 1 (0.017%) MiFID
11 1 (0.017%) PMO
System Software
1 938 (15.97%) Docker
2 74 (1.26%) Apache Flume
2 74 (1.26%) VMware Infrastructure
3 71 (1.21%) Active Directory
4 69 (1.17%) HDFS
5 33 (0.56%) Virtual Machines
5 33 (0.56%) vSphere
6 23 (0.39%) VMware ESXi
7 11 (0.19%) Apache ZooKeeper
7 11 (0.19%) Hyper-V
8 9 (0.15%) VirtualBox
9 8 (0.14%) SAP ITS
10 6 (0.10%) iptables
11 5 (0.085%) GlusterFS
12 4 (0.068%) Microsoft Virtual Server
12 4 (0.068%) Virtual Servers
13 3 (0.051%) Varnish
13 3 (0.051%) Xen
14 2 (0.034%) Dovecot
14 2 (0.034%) MapR-FS
Systems Management
1 398 (6.77%) Ansible
2 374 (6.37%) Puppet
3 305 (5.19%) Kubernetes
4 301 (5.12%) Opscode Chef
5 132 (2.25%) Terraform
6 59 (1.00%) Kibana
7 51 (0.87%) Mesos
8 49 (0.83%) Nagios
9 45 (0.77%) Packer
10 40 (0.68%) Docker Swarm
11 34 (0.58%) logstash
12 29 (0.49%) Hadoop YARN
13 27 (0.46%) HAProxy
14 26 (0.44%) Marathon
15 22 (0.37%) Grafana
15 22 (0.37%) Oozie
16 19 (0.32%) ZABBIX
17 17 (0.29%) Prometheus
18 15 (0.26%) CFEngine
19 12 (0.20%) Perfmon
Vendors
1 541 (9.21%) Oracle
2 508 (8.65%) Microsoft
3 389 (6.62%) Google
4 263 (4.48%) Facebook
5 175 (2.98%) Apple
6 145 (2.47%) SAP
7 133 (2.26%) Tableau
8 126 (2.14%) VMware
9 122 (2.08%) Sony
10 114 (1.94%) Yahoo!
11 94 (1.60%) Cloudera
12 76 (1.29%) Red Hat
13 70 (1.19%) Splunk
14 64 (1.09%) IBM
15 61 (1.04%) New Relic
16 58 (0.99%) Talend
17 57 (0.97%) Zend
18 53 (0.90%) Xamarin
19 51 (0.87%) Hortonworks
20 47 (0.80%) Atlassian