Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 91 86 95
Rank change year-on-year -5 +9 +38
Permanent jobs citing NoSQL 5,150 5,824 5,447
As % of all permanent IT jobs advertised in England 3.36% 3.55% 3.01%
As % of the Database & Business Intelligence category 11.39% 11.70% 10.18%
Number of salaries quoted 4,116 4,959 4,929
England median annual salary £55,000 £57,500 £55,000
Median salary % change year-on-year -4.35% +4.55% -
10th Percentile £35,000 £33,750 £35,000
90th Percentile £90,000 £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 45,219 49,779 53,531
As % of all permanent IT jobs advertised in England 29.50% 30.35% 29.60%
Number of salaries quoted 37,045 41,310 46,096
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

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 October 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 18 October 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 +12 2,758 £67,500 +3.85% 388
South East -23 786 £52,500 +5.00% 104
North of England +20 704 £47,500 +5.56% 160
North West +16 432 £50,000 +17.65% 83
Midlands -36 375 £50,000 +11.11% 69
East of England -32 279 £52,500 -4.55% 52
West Midlands -14 261 £51,250 +7.89% 41
South West -59 238 £50,000 +5.26% 49
Yorkshire -5 199 £42,500 -15.00% 53
East Midlands -51 120 £42,500 -4.49% 28
North East +23 75 £45,000 +5.88% 24
NoSQL
UK

For the 6 months to 18 October 2018, 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 3,077 (59.75%) Agile Software Development
2 2,451 (47.59%) SQL
3 2,144 (41.63%) Java
4 1,966 (38.17%) JavaScript
5 1,751 (34.00%) C#
6 1,716 (33.32%) TDD
7 1,672 (32.47%) Amazon AWS
8 1,626 (31.57%) .NET
9 1,560 (30.29%) Git (software)
10 1,533 (29.77%) SQL Server
11 1,462 (28.39%) Python
12 1,396 (27.11%) MongoDB
13 1,340 (26.02%) MVC
14 1,313 (25.50%) RESTful
15 1,267 (24.60%) Microsoft Azure
16 1,253 (24.33%) Node.js
17 1,224 (23.77%) AngularJS
18 1,159 (22.50%) Microservices
19 1,156 (22.45%) HTML
20 1,119 (21.73%) Software Engineering
21 1,112 (21.59%) DevOps
22 1,069 (20.76%) BDD
23 1,013 (19.67%) ASP.NET
24 1,008 (19.57%) CSS
25 1,003 (19.48%) Finance
26 931 (18.08%) Linux
27 923 (17.92%) Degree
28 906 (17.59%) ASP.NET Web API
29 905 (17.57%) Continuous Integration
30 886 (17.20%) Big Data

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
1 598 (11.61%) Apache Spark
2 455 (8.83%) Elasticsearch
3 293 (5.69%) Apache
4 183 (3.55%) CMS
5 126 (2.45%) Tomcat
6 105 (2.04%) nginx
7 104 (2.02%) Ethereum
8 98 (1.90%) EPiServer
9 90 (1.75%) Confluence
10 85 (1.65%) Apache Pig
11 81 (1.57%) Apache Solr
12 62 (1.20%) OpenStack
13 61 (1.18%) Sitecore CMS
14 60 (1.17%) IIS
14 60 (1.17%) JBoss
15 55 (1.07%) WebSphere
16 41 (0.80%) SAS
17 39 (0.76%) WebLogic
18 33 (0.64%) SharePoint
19 31 (0.60%) Oracle SOA Suite
Applications
1 59 (1.15%) Microsoft Excel
2 13 (0.25%) SPSS
3 6 (0.12%) Microsoft Office
4 4 (0.078%) Microsoft Project
4 4 (0.078%) MS Visio
4 4 (0.078%) Weka
5 3 (0.058%) LibreOffice
5 3 (0.058%) Maya
6 2 (0.039%) Adobe Creative Suite
6 2 (0.039%) Chatbot
6 2 (0.039%) Photoshop
7 1 (0.019%) HipChat
7 1 (0.019%) InVision
7 1 (0.019%) Microsoft PowerPoint
7 1 (0.019%) Mingle
7 1 (0.019%) Spreadsheet
Business Applications
1 47 (0.91%) Distributed Ledger
2 44 (0.85%) Eloqua
3 36 (0.70%) Dynamics CRM
4 22 (0.43%) Payment Gateway
5 12 (0.23%) Magento
6 11 (0.21%) Dynamics AX
6 11 (0.21%) Dynamics NAV
7 6 (0.12%) Oracle Applications
8 4 (0.078%) Oracle Procure-to-Pay
9 2 (0.039%) NetSuite
9 2 (0.039%) SAP ERP
9 2 (0.039%) SAP InfiniteInsight
10 1 (0.019%) Ripple
10 1 (0.019%) SAP BPC
Cloud Services
1 1,672 (32.47%) Amazon AWS
2 1,267 (24.60%) Microsoft Azure
3 281 (5.46%) Cloud Computing
4 270 (5.24%) GitHub
5 255 (4.95%) Google Cloud Platform
6 206 (4.00%) SaaS
7 154 (2.99%) Amazon EC2
8 137 (2.66%) Serverless
9 132 (2.56%) Amazon S3
10 126 (2.45%) npm
10 126 (2.45%) PaaS
11 85 (1.65%) Amazon EMR
12 76 (1.48%) IaaS
13 64 (1.24%) AWS CloudFormation
14 57 (1.11%) Amazon Kinesis
15 53 (1.03%) AWS Lambda
16 50 (0.97%) OpenShift
17 38 (0.74%) Amazon SQS
18 37 (0.72%) IBM Cloud
19 32 (0.62%) Azure Data Factory
Communications & Networking
1 156 (3.03%) HTTP
2 138 (2.68%) Internet
3 71 (1.38%) DNS
4 45 (0.87%) TCP/IP
5 42 (0.82%) SSL
6 23 (0.45%) Firewall
7 19 (0.37%) AMQP
8 18 (0.35%) Peer-to-Peer Networking
9 17 (0.33%) VPN
10 15 (0.29%) Intranet
10 15 (0.29%) SAN
11 14 (0.27%) Broadband
12 13 (0.25%) DHCP
13 12 (0.23%) Anycast
13 12 (0.23%) Quagga
13 12 (0.23%) Reverse Proxy
14 11 (0.21%) Extranet
14 11 (0.21%) VLAN
14 11 (0.21%) WAN
15 10 (0.19%) LAN
Database & Business Intelligence
1 1,533 (29.77%) SQL Server
2 1,396 (27.11%) MongoDB
3 886 (17.20%) Big Data
4 751 (14.58%) MySQL
5 709 (13.77%) Relational Database
6 700 (13.59%) Hadoop
7 620 (12.04%) Apache Cassandra
8 537 (10.43%) PostgreSQL
9 511 (9.92%) SQL Server 2016
10 380 (7.38%) RDBMS
11 343 (6.66%) Redis
12 256 (4.97%) Data Warehouse
13 245 (4.76%) Amazon DynamoDB
14 240 (4.66%) Apache Hive
15 195 (3.79%) SQL Server Integration Services
16 189 (3.67%) HBase
17 188 (3.65%) Couchbase
18 181 (3.51%) Blockchain
19 173 (3.36%) Amazon Redshift
20 170 (3.30%) CouchDB
Development Applications
1 1,560 (30.29%) Git (software)
2 601 (11.67%) Jenkins
3 295 (5.73%) JIRA
4 293 (5.69%) Maven
5 231 (4.49%) Visual Studio
6 226 (4.39%) Team Foundation Server
7 222 (4.31%) Subversion
8 194 (3.77%) JUnit
9 192 (3.73%) TeamCity
10 186 (3.61%) Selenium
11 171 (3.32%) Mocha
12 170 (3.30%) gulp
13 162 (3.15%) Octopus Deploy
14 148 (2.87%) Gradle
15 126 (2.45%) Atlassian Bamboo
16 124 (2.41%) Bower
17 123 (2.39%) Protractor
18 114 (2.21%) Karma Test Runner
19 99 (1.92%) Cucumber
20 92 (1.79%) Sinon.JS
General
1 1,003 (19.48%) Finance
2 405 (7.86%) Banking
3 323 (6.27%) Retail
4 251 (4.87%) Games
4 251 (4.87%) Marketing
5 226 (4.39%) Advertising
6 194 (3.77%) Investment Banking
7 159 (3.09%) Financial Institution
8 150 (2.91%) Telecoms
9 76 (1.48%) Law
10 73 (1.42%) Electronics
11 68 (1.32%) Front Office
12 61 (1.18%) Manufacturing
13 49 (0.95%) Music Industry
14 46 (0.89%) Publishing
15 24 (0.47%) Pharmaceutical
16 21 (0.41%) Automotive
17 18 (0.35%) Military
18 17 (0.33%) Legal
19 16 (0.31%) Back Office
Job Titles
1 3,073 (59.67%) Developer
2 987 (19.17%) .NET Developer
3 870 (16.89%) Java Developer
4 583 (11.32%) Senior Developer
5 506 (9.83%) C# Developer
6 437 (8.49%) Architect
7 394 (7.65%) Software Engineer
8 331 (6.43%) Data Engineer
9 324 (6.29%) C# .NET Developer
10 239 (4.64%) ASP.NET Developer
11 228 (4.43%) Software Developer
12 217 (4.21%) JavaScript Developer
13 213 (4.14%) Senior Java Developer
14 210 (4.08%) C# ASP.NET Developer
15 204 (3.96%) DevOps Engineer
16 192 (3.73%) Full Stack Developer
17 174 (3.38%) Java Engineer
18 165 (3.20%) Big Data Engineer
19 144 (2.80%) Lead Developer
20 140 (2.72%) Python Developer
Libraries, Frameworks & Software Standards
1 1,626 (31.57%) .NET
2 1,313 (25.50%) RESTful
3 1,253 (24.33%) Node.js
4 1,224 (23.77%) AngularJS
5 1,156 (22.45%) HTML
6 1,013 (19.67%) ASP.NET
7 1,008 (19.57%) CSS
8 906 (17.59%) ASP.NET Web API
9 874 (16.97%) ASP.NET MVC
10 728 (14.14%) Spring
11 675 (13.11%) Web Services
12 658 (12.78%) REST
13 637 (12.37%) React
14 569 (11.05%) .NET Framework
15 544 (10.56%) Kafka
16 534 (10.37%) HTML5
17 532 (10.33%) WCF
18 435 (8.45%) Entity Framework
19 415 (8.06%) .NET Core
20 354 (6.87%) ASP.NET MVC 5
Miscellaneous
1 575 (11.17%) Computer Science
2 479 (9.30%) Greenfield Project
3 443 (8.60%) Analytical Skills
4 316 (6.14%) Fintech
5 278 (5.40%) Algorithms
6 242 (4.70%) Data Structures
7 233 (4.52%) User Experience
8 217 (4.21%) Enterprise Software
9 170 (3.30%) Self-Motivation
10 120 (2.33%) Mobile App
11 118 (2.29%) Cyberthreat
12 86 (1.67%) Cloud Native
13 81 (1.57%) Social Media
14 80 (1.55%) Bitcoin
15 78 (1.51%) Public Cloud
16 65 (1.26%) BBC
17 62 (1.20%) Management Information System
18 60 (1.17%) Equities
19 56 (1.09%) Hedge funds
20 53 (1.03%) Virtual Team
Operating Systems
1 931 (18.08%) Linux
2 317 (6.16%) Windows
3 271 (5.26%) Unix
4 84 (1.63%) CentOS
5 66 (1.28%) Red Hat Enterprise Linux
6 61 (1.18%) Windows Server
7 57 (1.11%) Android
7 57 (1.11%) Apple iOS
8 51 (0.99%) Ubuntu
9 47 (0.91%) VMS
10 14 (0.27%) Fedora
10 14 (0.27%) Windows Server 2008
10 14 (0.27%) Windows Server 2012
11 13 (0.25%) Debian
12 11 (0.21%) Mac OS
12 11 (0.21%) SUSE
13 9 (0.17%) Windows 10
14 8 (0.16%) Windows 7
15 7 (0.14%) CoreOS
15 7 (0.14%) Windows 8
Processes & Methodologies
1 3,077 (59.75%) Agile Software Development
2 1,716 (33.32%) TDD
3 1,340 (26.02%) MVC
4 1,159 (22.50%) Microservices
5 1,119 (21.73%) Software Engineering
6 1,112 (21.59%) DevOps
7 1,069 (20.76%) BDD
8 905 (17.57%) Continuous Integration
9 762 (14.80%) Web Application Development
10 759 (14.74%) Scrum
11 745 (14.47%) OO
12 695 (13.50%) Problem-Solving
13 656 (12.74%) Analytics
14 564 (10.95%) Test Automation
15 527 (10.23%) Open Source
16 501 (9.73%) Machine Learning
17 480 (9.32%) Data Science
18 347 (6.74%) Business Intelligence
19 346 (6.72%) Mentoring
20 345 (6.70%) SDLC
Programming Languages
1 2,451 (47.59%) SQL
2 2,144 (41.63%) Java
3 1,966 (38.17%) JavaScript
4 1,751 (34.00%) C#
5 1,462 (28.39%) Python
6 768 (14.91%) Ruby
7 548 (10.64%) Scala
8 465 (9.03%) Java 8
9 321 (6.23%) PHP
10 269 (5.22%) T-SQL
11 231 (4.49%) C++
12 189 (3.67%) ES6
13 185 (3.59%) Go
14 166 (3.22%) TypeScript
15 161 (3.13%) Bash Shell
16 151 (2.93%) R
17 148 (2.87%) PowerShell
18 130 (2.52%) Shell Script
19 124 (2.41%) Perl
20 101 (1.96%) C
Qualifications
1 923 (17.92%) Degree
2 267 (5.18%) Computer Science Degree
3 79 (1.53%) Security Cleared
4 73 (1.42%) SAFe Agilist
5 52 (1.01%) AWS Certification
6 51 (0.99%) PhD
7 39 (0.76%) Master's Degree
8 38 (0.74%) Microsoft Certification
9 37 (0.72%) Numerate Degree
10 30 (0.58%) SC Cleared
11 19 (0.37%) RHCE
12 16 (0.31%) RHCSA
13 11 (0.21%) DV Cleared
14 9 (0.17%) ISTQB
14 9 (0.17%) TOGAF Certification
15 8 (0.16%) ITIL Certification
15 8 (0.16%) ITIL Foundation Certificate
16 7 (0.14%) CISSP
17 3 (0.058%) MCSE
17 3 (0.058%) PMI Certification
Quality Assurance & Compliance
1 168 (3.26%) QA
2 47 (0.91%) Data Quality
3 34 (0.66%) GDPR
4 26 (0.50%) ISO/IEC 27001
5 25 (0.49%) PCI DSS
6 19 (0.37%) SLA
7 7 (0.14%) COBIT
8 6 (0.12%) ISO 9001
8 6 (0.12%) MiFID
9 5 (0.097%) PA-DSS
10 4 (0.078%) HL7
11 3 (0.058%) ISO 14001
12 2 (0.039%) WCAG
12 2 (0.039%) Web Application Security Consortium
13 1 (0.019%) ISO/IEC 20000
13 1 (0.019%) PSD2
System Software
1 832 (16.16%) Docker
2 97 (1.88%) Virtual Machines
3 88 (1.71%) HDFS
4 74 (1.44%) VMware Infrastructure
5 73 (1.42%) Apache Flume
6 48 (0.93%) Apache ZooKeeper
7 42 (0.82%) Active Directory
8 25 (0.49%) VirtualBox
9 12 (0.23%) Varnish
10 10 (0.19%) KVM
11 8 (0.16%) Oracle RAC
12 7 (0.14%) Hyper-V
12 7 (0.14%) iptables
13 6 (0.12%) oVirt
14 4 (0.078%) VMware Server
15 3 (0.058%) etcd
15 3 (0.058%) LXC
16 2 (0.039%) GlusterFS
16 2 (0.039%) GridGain
16 2 (0.039%) SkyDNS
Systems Management
1 391 (7.59%) Kubernetes
2 360 (6.99%) Ansible
3 314 (6.10%) Puppet
4 274 (5.32%) Opscode Chef
5 197 (3.83%) Terraform
6 100 (1.94%) Docker Swarm
7 71 (1.38%) Prometheus
8 65 (1.26%) Kibana
9 64 (1.24%) Grafana
10 57 (1.11%) Hadoop YARN
11 55 (1.07%) Oozie
12 51 (0.99%) Mesos
13 43 (0.83%) logstash
14 28 (0.54%) Nagios
15 23 (0.45%) Cobbler
16 20 (0.39%) ZABBIX
17 17 (0.33%) HAProxy
18 16 (0.31%) Packer
19 15 (0.29%) Marathon
20 14 (0.27%) Graphite
Vendors
1 651 (12.64%) Microsoft
2 418 (8.12%) Oracle
3 354 (6.87%) Google
4 162 (3.15%) Cloudera
5 136 (2.64%) Tableau
6 130 (2.52%) Hortonworks
7 97 (1.88%) VMware
8 86 (1.67%) Apple
9 85 (1.65%) Red Hat
10 83 (1.61%) IBM
11 82 (1.59%) Facebook
12 79 (1.53%) MapR
13 76 (1.48%) Splunk
14 72 (1.40%) SAP
15 69 (1.34%) Yahoo!
16 68 (1.32%) Atlassian
17 67 (1.30%) Databricks
18 65 (1.26%) Sitecore
18 65 (1.26%) Sony
19 63 (1.22%) Sybase