Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 88 83 110
Rank change year-on-year -5 +27 +30
Permanent jobs citing NoSQL 5,491 5,896 5,268
As % of all permanent IT jobs advertised in England 3.47% 3.55% 2.82%
As % of the Database & Business Intelligence category 11.53% 11.62% 9.40%
Number of salaries quoted 4,465 5,079 4,738
England median annual salary £55,000 £55,000 £55,000
10th Percentile £35,000 £33,750 £35,000
90th Percentile £87,500 £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 47,624 50,725 56,047
As % of all permanent IT jobs advertised in England 30.12% 30.50% 30.04%
Number of salaries quoted 38,957 42,636 48,451
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 16 August 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 16 August 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 +13 2,878 £70,000 +7.69% 371
South East +8 863 £50,000 - 112
North of England 0 708 £47,500 - 122
North West +11 388 £50,000 +11.11% 65
Midlands -42 383 £50,000 +11.11% 75
East of England -5 354 £55,000 +4.76% 59
South West -25 300 £50,000 +11.11% 26
West Midlands -31 253 £50,000 +5.26% 39
Yorkshire -17 242 £45,000 -10.00% 44
East Midlands -31 136 £45,000 +5.88% 36
North East +1 77 £45,000 +12.50% 13
NoSQL
UK

For the 6 months to 16 August 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 3,302 (60.13%) Agile Software Development
2 2,560 (46.62%) SQL
3 2,327 (42.38%) Java
4 2,098 (38.21%) JavaScript
5 1,988 (36.20%) TDD
6 1,859 (33.86%) Git (software)
7 1,827 (33.27%) C#
8 1,743 (31.74%) Amazon AWS
9 1,707 (31.09%) .NET
10 1,561 (28.43%) SQL Server
11 1,545 (28.14%) RESTful
12 1,507 (27.44%) MVC
13 1,464 (26.66%) Python
14 1,445 (26.32%) Node.js
15 1,406 (25.61%) MongoDB
16 1,293 (23.55%) Microsoft Azure
17 1,275 (23.22%) BDD
18 1,260 (22.95%) AngularJS
19 1,197 (21.80%) HTML
20 1,164 (21.20%) Software Engineering
21 1,146 (20.87%) Microservices
22 1,123 (20.45%) Finance
23 1,118 (20.36%) ASP.NET
24 1,103 (20.09%) DevOps
25 1,058 (19.27%) Linux
26 1,044 (19.01%) CSS
27 1,019 (18.56%) ASP.NET Web API
28 977 (17.79%) ASP.NET MVC
29 967 (17.61%) Ruby
30 962 (17.52%) 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
1 596 (10.85%) Apache Spark
2 375 (6.83%) Elasticsearch
3 277 (5.04%) Apache
4 201 (3.66%) Tomcat
5 176 (3.21%) CMS
6 127 (2.31%) Ethereum
7 102 (1.86%) JBoss
8 88 (1.60%) Confluence
9 82 (1.49%) EPiServer
9 82 (1.49%) OpenStack
10 81 (1.48%) nginx
11 74 (1.35%) Apache Solr
12 66 (1.20%) WebLogic
13 64 (1.17%) IIS
14 56 (1.02%) Apache Pig
15 55 (1.00%) Jetty
16 54 (0.98%) Oracle SOA Suite
16 54 (0.98%) Sitecore CMS
17 51 (0.93%) WebSphere
18 42 (0.76%) Mule
Applications
1 79 (1.44%) Microsoft Excel
2 12 (0.22%) SPSS
3 8 (0.15%) Microsoft Project
3 8 (0.15%) MS Visio
4 7 (0.13%) Microsoft Office
5 3 (0.055%) Adobe Creative Suite
5 3 (0.055%) Chatbot
5 3 (0.055%) LibreOffice
5 3 (0.055%) Maya
5 3 (0.055%) Photoshop
5 3 (0.055%) Weka
6 2 (0.036%) Microsoft PowerPoint
7 1 (0.018%) HipChat
7 1 (0.018%) InVision
7 1 (0.018%) Mingle
7 1 (0.018%) Spreadsheet
Business Applications
1 86 (1.57%) Distributed Ledger
2 52 (0.95%) Dynamics CRM
3 40 (0.73%) Eloqua
4 28 (0.51%) Payment Gateway
5 11 (0.20%) Dynamics AX
5 11 (0.20%) Dynamics NAV
6 9 (0.16%) Magento
7 5 (0.091%) Oracle Applications
8 4 (0.073%) Oracle Procure-to-Pay
8 4 (0.073%) SAP ERP
8 4 (0.073%) SAP InfiniteInsight
9 2 (0.036%) NetSuite
10 1 (0.018%) Ripple
10 1 (0.018%) Shopify
Cloud Services
1 1,743 (31.74%) Amazon AWS
2 1,293 (23.55%) Microsoft Azure
3 307 (5.59%) GitHub
4 279 (5.08%) Cloud Computing
5 256 (4.66%) Google Cloud Platform
6 205 (3.73%) SaaS
7 183 (3.33%) Amazon EC2
8 173 (3.15%) Amazon S3
9 150 (2.73%) Serverless
10 120 (2.19%) npm
11 114 (2.08%) PaaS
12 79 (1.44%) Amazon EMR
13 78 (1.42%) AWS Lambda
14 75 (1.37%) IaaS
15 66 (1.20%) AWS CloudFormation
16 62 (1.13%) Amazon Kinesis
16 62 (1.13%) OpenShift
17 44 (0.80%) IBM Cloud
18 41 (0.75%) Amazon SQS
19 38 (0.69%) Azure Data Factory
Communications & Networking
1 167 (3.04%) HTTP
2 136 (2.48%) Internet
3 85 (1.55%) DNS
4 71 (1.29%) TCP/IP
5 45 (0.82%) SSL
6 32 (0.58%) Firewall
7 27 (0.49%) SMS
8 26 (0.47%) SAN
9 23 (0.42%) VPN
10 21 (0.38%) AMQP
11 19 (0.35%) DHCP
12 16 (0.29%) Peer-to-Peer Networking
12 16 (0.29%) WAN
13 14 (0.25%) FIX Connectivity
13 14 (0.25%) LAN
14 13 (0.24%) Anycast
14 13 (0.24%) Quagga
14 13 (0.24%) SMPP
15 12 (0.22%) Network Security
15 12 (0.22%) Reverse Proxy
Database & Business Intelligence
1 1,561 (28.43%) SQL Server
2 1,406 (25.61%) MongoDB
3 896 (16.32%) Big Data
4 840 (15.30%) MySQL
5 693 (12.62%) Relational Database
6 692 (12.60%) Hadoop
7 660 (12.02%) Apache Cassandra
8 645 (11.75%) SQL Server 2016
9 609 (11.09%) PostgreSQL
10 450 (8.20%) Redis
11 370 (6.74%) RDBMS
12 255 (4.64%) Amazon DynamoDB
13 240 (4.37%) Blockchain
14 233 (4.24%) Data Warehouse
15 193 (3.51%) Apache Hive
15 193 (3.51%) SQL Server Integration Services
16 188 (3.42%) Couchbase
17 168 (3.06%) HBase
18 153 (2.79%) Cosmos DB
19 152 (2.77%) Neo4j
Development Applications
1 1,859 (33.86%) Git (software)
2 613 (11.16%) Jenkins
3 304 (5.54%) JIRA
4 275 (5.01%) Maven
5 247 (4.50%) Subversion
6 234 (4.26%) JUnit
7 214 (3.90%) Team Foundation Server
8 211 (3.84%) Selenium
9 207 (3.77%) Visual Studio
10 199 (3.62%) TeamCity
11 182 (3.31%) gulp
12 180 (3.28%) Mocha
13 168 (3.06%) Octopus Deploy
14 161 (2.93%) Gradle
15 132 (2.40%) Cucumber
16 121 (2.20%) Protractor
17 117 (2.13%) webpack
18 105 (1.91%) Atlassian Bamboo
19 103 (1.88%) Bower
20 102 (1.86%) Karma Test Runner
General
1 1,123 (20.45%) Finance
2 503 (9.16%) Banking
3 392 (7.14%) Retail
4 275 (5.01%) Marketing
5 267 (4.86%) Advertising
6 258 (4.70%) Games
7 207 (3.77%) Telecoms
8 205 (3.73%) Investment Banking
9 170 (3.10%) Financial Institution
10 78 (1.42%) Front Office
11 77 (1.40%) Manufacturing
12 76 (1.38%) Electronics
13 67 (1.22%) Law
14 54 (0.98%) Music Industry
15 43 (0.78%) Publishing
16 32 (0.58%) Back Office
17 30 (0.55%) Legal
17 30 (0.55%) Pharmaceutical
18 17 (0.31%) Automotive
19 11 (0.20%) French Language
Job Titles
1 3,356 (61.12%) Developer
2 1,091 (19.87%) .NET Developer
3 977 (17.79%) Java Developer
4 637 (11.60%) Senior Developer
5 495 (9.01%) C# Developer
6 431 (7.85%) Architect
7 387 (7.05%) Software Engineer
8 325 (5.92%) C# .NET Developer
9 319 (5.81%) Data Engineer
10 277 (5.04%) JavaScript Developer
11 261 (4.75%) Senior Java Developer
12 248 (4.52%) ASP.NET Developer
13 242 (4.41%) Software Developer
14 237 (4.32%) Java Engineer
15 228 (4.15%) C# ASP.NET Developer
16 209 (3.81%) Full Stack Developer
17 192 (3.50%) DevOps Engineer
18 166 (3.02%) Node.js Developer
19 164 (2.99%) Lead Developer
20 158 (2.88%) ASP.NET MVC Developer
Libraries, Frameworks & Software Standards
1 1,707 (31.09%) .NET
2 1,545 (28.14%) RESTful
3 1,445 (26.32%) Node.js
4 1,260 (22.95%) AngularJS
5 1,197 (21.80%) HTML
6 1,118 (20.36%) ASP.NET
7 1,044 (19.01%) CSS
8 1,019 (18.56%) ASP.NET Web API
9 977 (17.79%) ASP.NET MVC
10 862 (15.70%) Spring
11 773 (14.08%) Web Services
12 713 (12.98%) REST
13 683 (12.44%) WCF
14 681 (12.40%) .NET Framework
15 652 (11.87%) React
16 543 (9.89%) HTML5
17 541 (9.85%) Entity Framework
18 539 (9.82%) ASP.NET MVC 5
19 509 (9.27%) Kafka
20 422 (7.69%) Code First Entity Framework
Miscellaneous
1 558 (10.16%) Computer Science
2 486 (8.85%) Analytical Skills
3 466 (8.49%) Greenfield Project
4 354 (6.45%) Fintech
5 314 (5.72%) Algorithms
6 273 (4.97%) User Experience
7 260 (4.74%) Data Structures
8 254 (4.63%) Enterprise Software
9 160 (2.91%) Self-Motivation
10 137 (2.49%) Cyberthreat
11 135 (2.46%) Mobile App
12 112 (2.04%) Bitcoin
13 85 (1.55%) Public Cloud
14 83 (1.51%) Linux Command Line
15 74 (1.35%) Social Media
16 71 (1.29%) Cloud Native
17 66 (1.20%) Equities
17 66 (1.20%) Management Information System
18 64 (1.17%) Social Network
19 61 (1.11%) Fixed Income
Operating Systems
1 1,058 (19.27%) Linux
2 320 (5.83%) Windows
3 292 (5.32%) Unix
4 95 (1.73%) Android
5 93 (1.69%) Apple iOS
6 70 (1.27%) CentOS
7 63 (1.15%) VMS
8 56 (1.02%) Ubuntu
9 51 (0.93%) Windows Server
10 34 (0.62%) Red Hat Enterprise Linux
11 24 (0.44%) Mac OS
12 21 (0.38%) Debian
13 17 (0.31%) Fedora
14 16 (0.29%) Windows Server 2012
15 15 (0.27%) SUSE
15 15 (0.27%) Windows Server 2008
16 8 (0.15%) Oracle Linux
16 8 (0.15%) Windows Mobile
17 4 (0.073%) AIX
17 4 (0.073%) Solaris
Processes & Methodologies
1 3,302 (60.13%) Agile Software Development
2 1,988 (36.20%) TDD
3 1,507 (27.44%) MVC
4 1,275 (23.22%) BDD
5 1,164 (21.20%) Software Engineering
6 1,146 (20.87%) Microservices
7 1,103 (20.09%) DevOps
8 962 (17.52%) Continuous Integration
9 857 (15.61%) Web Application Development
10 842 (15.33%) Scrum
11 802 (14.61%) OO
12 726 (13.22%) Problem-Solving
13 696 (12.68%) Test Automation
14 631 (11.49%) Analytics
15 544 (9.91%) Machine Learning
16 498 (9.07%) Open Source
17 484 (8.81%) Data Science
18 398 (7.25%) SDLC
19 389 (7.08%) Unit Testing
20 386 (7.03%) Mentoring
Programming Languages
1 2,560 (46.62%) SQL
2 2,327 (42.38%) Java
3 2,098 (38.21%) JavaScript
4 1,827 (33.27%) C#
5 1,464 (26.66%) Python
6 967 (17.61%) Ruby
7 554 (10.09%) Scala
8 488 (8.89%) Java 8
9 367 (6.68%) PHP
10 274 (4.99%) T-SQL
11 237 (4.32%) ES6
12 233 (4.24%) C++
13 183 (3.33%) Bash Shell
14 173 (3.15%) TypeScript
15 171 (3.11%) PowerShell
16 168 (3.06%) Go
17 150 (2.73%) Shell Script
18 148 (2.70%) Perl
18 148 (2.70%) R
19 112 (2.04%) Solidity
Qualifications
1 866 (15.77%) Degree
2 236 (4.30%) Computer Science Degree
3 85 (1.55%) PhD
4 75 (1.37%) Security Cleared
5 63 (1.15%) SAFe Agilist
6 55 (1.00%) Master's Degree
7 32 (0.58%) AWS Certification
8 26 (0.47%) Microsoft Certification
9 18 (0.33%) SC Cleared
10 14 (0.25%) Numerate Degree
11 13 (0.24%) ITIL Certification
11 13 (0.24%) Sun Certification
12 9 (0.16%) DV Cleared
13 8 (0.15%) ITIL Foundation Certificate
14 6 (0.11%) Cisco Certification
14 6 (0.11%) ISTQB
14 6 (0.11%) PMI Certification
14 6 (0.11%) RHCE
15 5 (0.091%) CISSP
15 5 (0.091%) MCSE
Quality Assurance & Compliance
1 200 (3.64%) QA
2 87 (1.58%) GCP
3 39 (0.71%) PCI DSS
4 35 (0.64%) GDPR
5 25 (0.46%) Data Quality
6 19 (0.35%) ISO/IEC 27001
7 16 (0.29%) SLA
8 9 (0.16%) COBIT
9 6 (0.11%) Web Application Security Consortium
10 5 (0.091%) ISO 9001
10 5 (0.091%) PA-DSS
11 4 (0.073%) HL7
12 3 (0.055%) MiFID
13 2 (0.036%) WAI
13 2 (0.036%) WCAG
14 1 (0.018%) ISO 14001
System Software
1 948 (17.26%) Docker
2 105 (1.91%) Virtual Machines
3 86 (1.57%) HDFS
4 62 (1.13%) VMware Infrastructure
5 61 (1.11%) Apache Flume
6 47 (0.86%) Apache ZooKeeper
7 43 (0.78%) Active Directory
8 26 (0.47%) VirtualBox
9 10 (0.18%) KVM
9 10 (0.18%) Oracle RAC
9 10 (0.18%) Varnish
10 6 (0.11%) oVirt
11 5 (0.091%) iptables
12 4 (0.073%) LXC
13 3 (0.055%) GridGain
14 2 (0.036%) VMware ESXi
14 2 (0.036%) zsh
15 1 (0.018%) etcd
15 1 (0.018%) QEMU
15 1 (0.018%) Virtual Desktop
Systems Management
1 427 (7.78%) Kubernetes
2 384 (6.99%) Ansible
3 344 (6.26%) Puppet
4 312 (5.68%) Opscode Chef
5 224 (4.08%) Terraform
6 111 (2.02%) Docker Swarm
7 51 (0.93%) Kibana
8 48 (0.87%) Mesos
9 41 (0.75%) Prometheus
10 39 (0.71%) Hadoop YARN
11 38 (0.69%) Cobbler
11 38 (0.69%) Oozie
12 37 (0.67%) Grafana
13 32 (0.58%) logstash
14 31 (0.56%) Marathon
15 29 (0.53%) Nagios
16 25 (0.46%) ZABBIX
17 18 (0.33%) ITRS Geneos
18 15 (0.27%) HAProxy
19 11 (0.20%) Salt
Vendors
1 639 (11.64%) Microsoft
2 453 (8.25%) Oracle
3 371 (6.76%) Google
4 145 (2.64%) Cloudera
5 126 (2.29%) Tableau
6 114 (2.08%) Hortonworks
7 102 (1.86%) Facebook
8 98 (1.78%) IBM
9 89 (1.62%) SAP
10 88 (1.60%) Apple
11 87 (1.58%) VMware
12 73 (1.33%) Sybase
13 71 (1.29%) Red Hat
14 70 (1.27%) Talend
15 68 (1.24%) Atlassian
16 64 (1.17%) Splunk
17 62 (1.13%) Yahoo!
18 59 (1.07%) Informatica
18 59 (1.07%) Sony
19 57 (1.04%) Sitecore