Period
to 21 April 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 21 April 2018 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 83 80 118
Rank change year-on-year -3 +38 +36
Permanent jobs citing NoSQL 6,069 5,569 5,398
As % of all permanent IT jobs advertised in England 3.65% 3.45% 2.81%
As % of the Database & Business Intelligence category 11.89% 11.36% 8.93%
Number of salaries quoted 5,122 4,977 4,907
England median annual salary £55,000 £57,500 £55,000
Median salary % change year-on-year -4.35% +4.55% -
10th Percentile £33,750 £33,750 £35,000
90th Percentile £85,000 £85,000 £85,000
UK median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% -

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 51,030 49,035 60,475
As % of all permanent IT jobs advertised in England 30.71% 30.39% 31.45%
Number of salaries quoted 42,755 42,255 52,031
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,000 £29,750 £29,000
90th Percentile £80,000 £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 21 April 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 21 April 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 -3 2,856 £70,000 +7.69% 395
South East +44 1,072 £47,500 -5.00% 126
North of England +3 772 £45,000 -5.26% 134
East of England +21 539 £52,500 +5.00% 54
Midlands +7 464 £42,500 - 60
North West +13 381 £45,000 -5.26% 64
South West -11 369 £50,000 +5.26% 57
Yorkshire -1 303 £50,000 0.00% 53
West Midlands -23 248 £44,000 +3.53% 37
East Midlands +45 215 £42,500 -5.56% 23
North East +4 88 £45,000 +12.50% 17
NoSQL
UK

For the 6 months to 21 April 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 3,672 (60.50%) Agile Software Development
2 2,585 (42.59%) TDD
3 2,476 (40.80%) SQL
4 2,371 (39.07%) Git (software)
5 2,343 (38.61%) Java
6 2,192 (36.12%) C#
7 2,188 (36.05%) JavaScript
8 2,125 (35.01%) .NET
9 2,028 (33.42%) RESTful
10 2,023 (33.33%) Node.js
11 1,946 (32.06%) MVC
12 1,859 (30.63%) SQL Server
13 1,786 (29.43%) BDD
14 1,667 (27.47%) Amazon AWS
15 1,508 (24.85%) Ruby
16 1,484 (24.45%) MongoDB
17 1,471 (24.24%) ASP.NET
18 1,443 (23.78%) Python
19 1,370 (22.57%) ASP.NET Web API
20 1,361 (22.43%) ASP.NET MVC
21 1,308 (21.55%) AngularJS
22 1,238 (20.40%) Software Engineering
23 1,204 (19.84%) Web Application Development
24 1,181 (19.46%) HTML
25 1,163 (19.16%) WCF
26 1,117 (18.41%) Linux
27 1,114 (18.36%) Microsoft Azure
28 1,095 (18.04%) ASP.NET MVC 5
29 1,066 (17.56%) Microservices
30 1,065 (17.55%) Finance

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
1 606 (9.99%) Apache Spark
2 372 (6.13%) Elasticsearch
3 245 (4.04%) Apache
4 223 (3.67%) Tomcat
5 160 (2.64%) CMS
6 141 (2.32%) Confluence
7 101 (1.66%) JBoss
8 100 (1.65%) OpenStack
9 84 (1.38%) Ethereum
10 81 (1.33%) nginx
11 70 (1.15%) IIS
12 68 (1.12%) Apache Solr
12 68 (1.12%) Jetty
13 64 (1.05%) Oracle SOA Suite
14 55 (0.91%) Apache Pig
14 55 (0.91%) SAS
14 55 (0.91%) WebLogic
15 53 (0.87%) WebSphere
16 44 (0.72%) EPiServer
17 39 (0.64%) Mule
Applications
1 65 (1.07%) Microsoft Excel
2 19 (0.31%) MS Visio
2 19 (0.31%) SPSS
3 12 (0.20%) Weka
4 11 (0.18%) Microsoft PowerPoint
5 6 (0.099%) Photoshop
6 5 (0.082%) Adobe Illustrator
6 5 (0.082%) Chatbot
6 5 (0.082%) Microsoft Project
7 3 (0.049%) GIMP
8 2 (0.033%) 3ds Max
8 2 (0.033%) GNU Octave
8 2 (0.033%) Maya
9 1 (0.016%) Acrobat
9 1 (0.016%) Adobe Creative Suite
9 1 (0.016%) HipChat
9 1 (0.016%) Microsoft Office
Business Applications
1 99 (1.63%) Distributed Ledger
2 53 (0.87%) Dynamics CRM
3 25 (0.41%) Payment Gateway
4 24 (0.40%) Eloqua
5 8 (0.13%) SAP ERP
5 8 (0.13%) SAP InfiniteInsight
6 7 (0.12%) Magento
6 7 (0.12%) Oracle Applications
7 4 (0.066%) SAP S/4HANA
8 2 (0.033%) ION MarketView
8 2 (0.033%) Oracle EBS
9 1 (0.016%) NetSuite
9 1 (0.016%) Oracle FAH
9 1 (0.016%) SAP Hybris
9 1 (0.016%) Shopify
Cloud Services
1 1,667 (27.47%) Amazon AWS
2 1,114 (18.36%) Microsoft Azure
3 276 (4.55%) GitHub
4 251 (4.14%) Cloud Computing
5 232 (3.82%) Google Cloud Platform
6 221 (3.64%) SaaS
7 160 (2.64%) Serverless
8 159 (2.62%) Amazon S3
9 151 (2.49%) Amazon EC2
10 137 (2.26%) PaaS
11 88 (1.45%) IaaS
12 86 (1.42%) npm
13 83 (1.37%) OpenShift
14 74 (1.22%) AWS Lambda
15 59 (0.97%) AWS CloudFormation
16 58 (0.96%) Amazon EMR
16 58 (0.96%) Amazon Kinesis
17 53 (0.87%) Azure Data Factory
18 49 (0.81%) IBM Cloud
19 43 (0.71%) Slack
Communications & Networking
1 188 (3.10%) HTTP
2 129 (2.13%) Internet
3 80 (1.32%) TCP/IP
4 58 (0.96%) DNS
5 56 (0.92%) Firewall
6 51 (0.84%) SMS
7 42 (0.69%) SSL
8 38 (0.63%) VPN
9 27 (0.44%) AMQP
10 25 (0.41%) SAN
11 17 (0.28%) SMPP
12 16 (0.26%) Kerberos
13 15 (0.25%) Network Security
13 15 (0.25%) SMTP
14 14 (0.23%) Reverse Proxy
15 10 (0.16%) OpenVPN
15 10 (0.16%) Wireless
16 9 (0.15%) DHCP
16 9 (0.15%) Ethernet
16 9 (0.15%) LAN
Database & Business Intelligence
1 1,859 (30.63%) SQL Server
2 1,484 (24.45%) MongoDB
3 990 (16.31%) MySQL
4 885 (14.58%) Big Data
5 850 (14.01%) SQL Server 2016
6 718 (11.83%) Apache Cassandra
7 689 (11.35%) Hadoop
8 630 (10.38%) PostgreSQL
9 591 (9.74%) Relational Database
10 497 (8.19%) Redis
11 293 (4.83%) RDBMS
12 274 (4.51%) Amazon DynamoDB
13 271 (4.47%) SQL Server 2014
14 217 (3.58%) Data Warehouse
15 214 (3.53%) HBase
16 191 (3.15%) Blockchain
17 173 (2.85%) Apache Hive
18 166 (2.74%) Couchbase
19 162 (2.67%) SQL Server Integration Services
20 149 (2.46%) Neo4j
Development Applications
1 2,371 (39.07%) Git (software)
2 704 (11.60%) Jenkins
3 367 (6.05%) Subversion
4 362 (5.96%) JIRA
5 264 (4.35%) TeamCity
6 263 (4.33%) Maven
7 181 (2.98%) Selenium
8 171 (2.82%) JUnit
9 161 (2.65%) gulp
10 160 (2.64%) Octopus Deploy
11 159 (2.62%) webpack
12 157 (2.59%) Gradle
13 156 (2.57%) Team Foundation Server
14 150 (2.47%) Cucumber
15 145 (2.39%) Visual Studio
16 132 (2.17%) Vagrant
17 121 (1.99%) Atlassian Bamboo
18 117 (1.93%) Mocha
19 107 (1.76%) Mercurial
20 89 (1.47%) Grunt
General
1 1,065 (17.55%) Finance
2 411 (6.77%) Banking
3 359 (5.92%) Retail
4 336 (5.54%) Games
5 325 (5.36%) Advertising
6 301 (4.96%) Marketing
7 254 (4.19%) Telecoms
8 116 (1.91%) Music Industry
9 83 (1.37%) Investment Banking
10 81 (1.33%) Electronics
11 76 (1.25%) Manufacturing
12 72 (1.19%) Legal
13 62 (1.02%) Law
14 53 (0.87%) Back Office
15 46 (0.76%) Front Office
16 39 (0.64%) Financial Institution
17 35 (0.58%) Publishing
18 33 (0.54%) Billing
19 27 (0.44%) Pharmaceutical
20 26 (0.43%) Automotive
Job Titles
1 3,806 (62.71%) Developer
2 1,436 (23.66%) .NET Developer
3 996 (16.41%) Java Developer
4 676 (11.14%) Senior Developer
5 445 (7.33%) C# Developer
6 436 (7.18%) Architect
7 407 (6.71%) Software Engineer
8 309 (5.09%) C# .NET Developer
9 295 (4.86%) Java Engineer
10 287 (4.73%) Data Engineer
11 276 (4.55%) Senior Java Developer
11 276 (4.55%) Software Developer
12 241 (3.97%) JavaScript Developer
13 219 (3.61%) Full Stack Developer
14 212 (3.49%) Node.js Developer
15 207 (3.41%) DevOps Engineer
16 205 (3.38%) ASP.NET Developer
16 205 (3.38%) Lead Developer
17 196 (3.23%) C# ASP.NET Developer
18 191 (3.15%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 2,125 (35.01%) .NET
2 2,028 (33.42%) RESTful
3 2,023 (33.33%) Node.js
4 1,471 (24.24%) ASP.NET
5 1,370 (22.57%) ASP.NET Web API
6 1,361 (22.43%) ASP.NET MVC
7 1,308 (21.55%) AngularJS
8 1,181 (19.46%) HTML
9 1,163 (19.16%) WCF
10 1,095 (18.04%) ASP.NET MVC 5
11 1,020 (16.81%) CSS
12 927 (15.27%) .NET Framework
13 892 (14.70%) Spring
14 797 (13.13%) Entity Framework
15 786 (12.95%) Web Services
16 717 (11.81%) REST
17 695 (11.45%) Code First Entity Framework
18 623 (10.27%) React
19 529 (8.72%) HTML5
20 461 (7.60%) Kafka
Miscellaneous
1 596 (9.82%) Computer Science
2 439 (7.23%) Greenfield Project
3 404 (6.66%) Enterprise Software
4 356 (5.87%) Algorithms
5 349 (5.75%) Analytical Skills
6 319 (5.26%) Fintech
7 301 (4.96%) User Experience
8 242 (3.99%) Data Structures
9 175 (2.88%) Mobile App
10 134 (2.21%) Linux Command Line
11 117 (1.93%) Social Media
12 114 (1.88%) BBC
12 114 (1.88%) Self-Motivation
13 111 (1.83%) Public Cloud
14 81 (1.33%) Bitcoin
15 80 (1.32%) Social Network
16 72 (1.19%) Data Centre
17 70 (1.15%) Private Cloud
18 66 (1.09%) Cloud Native
19 56 (0.92%) Online Games
Operating Systems
1 1,117 (18.41%) Linux
2 363 (5.98%) Windows
3 294 (4.84%) Unix
4 165 (2.72%) Android
5 161 (2.65%) Apple iOS
6 92 (1.52%) CentOS
7 70 (1.15%) Ubuntu
8 58 (0.96%) Windows Server
9 53 (0.87%) Debian
10 48 (0.79%) Red Hat Enterprise Linux
11 40 (0.66%) VMS
12 25 (0.41%) Mac OS
13 24 (0.40%) Windows Server 2012
14 9 (0.15%) Mac OS X
15 8 (0.13%) Fedora
15 8 (0.13%) Windows 10
16 7 (0.12%) Oracle Linux
16 7 (0.12%) Windows Mobile
17 6 (0.099%) SUSE Linux Enterprise Server
18 5 (0.082%) CoreOS
Processes & Methodologies
1 3,672 (60.50%) Agile Software Development
2 2,585 (42.59%) TDD
3 1,946 (32.06%) MVC
4 1,786 (29.43%) BDD
5 1,238 (20.40%) Software Engineering
6 1,204 (19.84%) Web Application Development
7 1,066 (17.56%) Microservices
8 1,064 (17.53%) DevOps
9 1,047 (17.25%) Continuous Integration
10 980 (16.15%) OO
11 922 (15.19%) Scrum
12 820 (13.51%) Test Automation
13 572 (9.42%) Analytics
14 535 (8.82%) Machine Learning
15 518 (8.54%) Problem-Solving
16 500 (8.24%) Unit Testing
17 476 (7.84%) Open Source
18 467 (7.69%) Business Intelligence
19 413 (6.81%) SDLC
20 411 (6.77%) Data Science
Programming Languages
1 2,476 (40.80%) SQL
2 2,343 (38.61%) Java
3 2,192 (36.12%) C#
4 2,188 (36.05%) JavaScript
5 1,508 (24.85%) Ruby
6 1,443 (23.78%) Python
7 552 (9.10%) Scala
8 534 (8.80%) PHP
9 445 (7.33%) Java 8
10 287 (4.73%) C++
11 252 (4.15%) ES6
12 233 (3.84%) T-SQL
13 221 (3.64%) PowerShell
14 213 (3.51%) R
15 197 (3.25%) Bash Shell
15 197 (3.25%) Go
16 164 (2.70%) Perl
17 141 (2.32%) TypeScript
18 137 (2.26%) C
19 128 (2.11%) Shell Script
Qualifications
1 779 (12.84%) Degree
2 262 (4.32%) Computer Science Degree
3 120 (1.98%) Security Cleared
4 107 (1.76%) PhD
5 87 (1.43%) Master's Degree
6 52 (0.86%) SAFe Agilist
7 20 (0.33%) Sun Certification
8 18 (0.30%) Numerate Degree
8 18 (0.30%) SC Cleared
9 17 (0.28%) ITIL Certification
10 11 (0.18%) Microsoft Certification
11 10 (0.16%) MBA
12 9 (0.15%) AWS Certification
13 6 (0.099%) DV Cleared
13 6 (0.099%) TOGAF Certification
14 5 (0.082%) CCIE
14 5 (0.082%) CCIE Security
14 5 (0.082%) Cisco Certification
14 5 (0.082%) MCSE
15 4 (0.066%) Oracle Certification
Quality Assurance & Compliance
1 241 (3.97%) QA
2 79 (1.30%) GCP
3 46 (0.76%) PCI DSS
4 37 (0.61%) GDPR
5 17 (0.28%) Data Quality
6 12 (0.20%) Web Application Security Consortium
7 10 (0.16%) ISO/IEC 27001
8 9 (0.15%) WAI
9 4 (0.066%) COBIT
10 3 (0.049%) ISO 9001
10 3 (0.049%) SLA
11 1 (0.016%) Cyber Essentials
11 1 (0.016%) Disclosure Scotland
11 1 (0.016%) HIPAA
11 1 (0.016%) ISO 14001
11 1 (0.016%) PMO
11 1 (0.016%) Sarbanes-Oxley
System Software
1 1,052 (17.33%) Docker
2 82 (1.35%) HDFS
3 66 (1.09%) Apache Flume
4 64 (1.05%) Virtual Machines
5 47 (0.77%) VMware Infrastructure
6 38 (0.63%) Active Directory
7 21 (0.35%) Apache ZooKeeper
8 18 (0.30%) vSphere
9 15 (0.25%) VirtualBox
10 13 (0.21%) VMware ESXi
11 7 (0.12%) Hyper-V
12 4 (0.066%) GlusterFS
12 4 (0.066%) SAP ITS
13 3 (0.049%) iptables
13 3 (0.049%) KVM
13 3 (0.049%) NFS
13 3 (0.049%) Oracle RAC
14 2 (0.033%) Varnish
14 2 (0.033%) vCloud
14 2 (0.033%) VMware NSX
Systems Management
1 436 (7.18%) Ansible
2 409 (6.74%) Puppet
3 405 (6.67%) Kubernetes
4 331 (5.45%) Opscode Chef
5 190 (3.13%) Terraform
6 76 (1.25%) Docker Swarm
7 50 (0.82%) Mesos
8 47 (0.77%) Kibana
9 36 (0.59%) Hadoop YARN
10 35 (0.58%) Marathon
11 31 (0.51%) Nagios
12 29 (0.48%) Oozie
13 26 (0.43%) logstash
14 24 (0.40%) HAProxy
14 24 (0.40%) Packer
15 21 (0.35%) Salt
15 21 (0.35%) ZABBIX
16 19 (0.31%) Cobbler
17 18 (0.30%) Grafana
17 18 (0.30%) Prometheus
Vendors
1 556 (9.16%) Microsoft
2 533 (8.78%) Oracle
3 416 (6.85%) Google
4 228 (3.76%) Facebook
5 143 (2.36%) Cloudera
6 125 (2.06%) SAP
6 125 (2.06%) Tableau
7 122 (2.01%) Apple
8 107 (1.76%) IBM
9 101 (1.66%) Sony
10 92 (1.52%) Yahoo!
11 89 (1.47%) Hortonworks
12 77 (1.27%) VMware
13 65 (1.07%) Zend
14 63 (1.04%) Talend
15 59 (0.97%) Red Hat
16 58 (0.96%) New Relic
16 58 (0.96%) WorldPay
17 49 (0.81%) Splunk
18 46 (0.76%) Informatica