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

NoSQL
UK > England
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 80 79 118
Rank change year-on-year -1 +39 +30
Permanent jobs citing NoSQL 5,876 5,752 5,171
As % of all permanent IT jobs advertised in England 3.65% 3.55% 2.75%
As % of the Database & Business Intelligence category 11.91% 11.61% 9.00%
Number of salaries quoted 4,837 5,066 4,712
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 £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 49,343 49,524 57,452
As % of all permanent IT jobs advertised in England 30.67% 30.58% 30.59%
Number of salaries quoted 40,647 42,322 49,543
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £81,250 £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 18 June 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 June 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 +5 2,910 £70,000 +7.69% 374
South East +29 977 £50,000 - 118
North of England +3 726 £45,000 -5.26% 115
East of England +6 465 £52,500 - 41
Midlands -18 443 £47,500 +5.56% 60
South West -9 362 £50,000 +11.11% 36
North West +2 346 £47,500 - 74
Yorkshire +2 300 £45,000 -10.00% 33
West Midlands -18 266 £50,000 +11.11% 40
East Midlands +2 182 £42,500 - 19
North East +5 80 £45,000 +12.50% 8
NoSQL
UK

For the 6 months to 18 June 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 3,580 (60.93%) Agile Software Development
2 2,555 (43.48%) SQL
3 2,388 (40.64%) Java
4 2,351 (40.01%) TDD
5 2,190 (37.27%) Git (software)
6 2,137 (36.37%) JavaScript
7 2,011 (34.22%) C#
8 1,946 (33.12%) .NET
9 1,873 (31.88%) RESTful
10 1,797 (30.58%) MVC
11 1,737 (29.56%) Amazon AWS
12 1,715 (29.19%) Node.js
13 1,712 (29.14%) SQL Server
14 1,547 (26.33%) BDD
15 1,483 (25.24%) MongoDB
16 1,461 (24.86%) Python
17 1,327 (22.58%) AngularJS
18 1,313 (22.35%) ASP.NET
19 1,251 (21.29%) Software Engineering
20 1,234 (21.00%) Microsoft Azure
21 1,230 (20.93%) Ruby
22 1,213 (20.64%) ASP.NET Web API
23 1,186 (20.18%) ASP.NET MVC
24 1,184 (20.15%) HTML
25 1,152 (19.61%) Finance
26 1,142 (19.43%) Microservices
27 1,113 (18.94%) Linux
28 1,081 (18.40%) DevOps
29 1,052 (17.90%) Web Application Development
30 1,045 (17.78%) Docker

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
1 585 (9.96%) Apache Spark
2 373 (6.35%) Elasticsearch
3 267 (4.54%) Apache
4 234 (3.98%) Tomcat
5 166 (2.83%) CMS
6 113 (1.92%) Confluence
7 106 (1.80%) Ethereum
8 103 (1.75%) JBoss
9 84 (1.43%) OpenStack
10 78 (1.33%) nginx
11 69 (1.17%) IIS
12 67 (1.14%) Apache Solr
13 66 (1.12%) EPiServer
13 66 (1.12%) Jetty
13 66 (1.12%) Oracle SOA Suite
14 56 (0.95%) WebLogic
15 54 (0.92%) WebSphere
16 53 (0.90%) Apache Pig
17 47 (0.80%) SAS
18 45 (0.77%) Sitecore CMS
Applications
1 72 (1.23%) Microsoft Excel
2 12 (0.20%) SPSS
3 9 (0.15%) MS Visio
4 8 (0.14%) Weka
5 7 (0.12%) Microsoft Project
6 6 (0.10%) Microsoft PowerPoint
7 4 (0.068%) Chatbot
8 3 (0.051%) Adobe Creative Suite
8 3 (0.051%) Microsoft Office
8 3 (0.051%) Photoshop
9 1 (0.017%) InVision
9 1 (0.017%) LibreOffice
9 1 (0.017%) Mingle
9 1 (0.017%) Spreadsheet
Business Applications
1 102 (1.74%) Distributed Ledger
2 47 (0.80%) Dynamics CRM
3 37 (0.63%) Eloqua
4 29 (0.49%) Payment Gateway
5 10 (0.17%) Magento
6 6 (0.10%) Dynamics AX
6 6 (0.10%) Dynamics NAV
6 6 (0.10%) Oracle Applications
7 4 (0.068%) SAP ERP
7 4 (0.068%) SAP InfiniteInsight
8 1 (0.017%) NetSuite
8 1 (0.017%) Oracle EBS
8 1 (0.017%) Oracle Procure-to-Pay
8 1 (0.017%) Ripple
8 1 (0.017%) SAP Hybris
8 1 (0.017%) Shopify
Cloud Services
1 1,737 (29.56%) Amazon AWS
2 1,234 (21.00%) Microsoft Azure
3 303 (5.16%) GitHub
4 270 (4.59%) Cloud Computing
5 237 (4.03%) Google Cloud Platform
6 208 (3.54%) SaaS
7 170 (2.89%) Amazon EC2
8 165 (2.81%) Serverless
9 164 (2.79%) Amazon S3
10 139 (2.37%) PaaS
11 108 (1.84%) npm
12 91 (1.55%) IaaS
13 81 (1.38%) AWS Lambda
14 78 (1.33%) OpenShift
15 61 (1.04%) Amazon EMR
15 61 (1.04%) AWS CloudFormation
16 59 (1.00%) Amazon Kinesis
17 57 (0.97%) Azure Data Factory
17 57 (0.97%) IBM Cloud
18 44 (0.75%) Amazon SQS
Communications & Networking
1 183 (3.11%) HTTP
2 124 (2.11%) Internet
3 81 (1.38%) TCP/IP
4 67 (1.14%) DNS
5 45 (0.77%) Firewall
6 40 (0.68%) SMS
7 33 (0.56%) VPN
8 30 (0.51%) SSL
9 28 (0.48%) AMQP
9 28 (0.48%) SAN
10 21 (0.36%) SMPP
11 17 (0.29%) DHCP
11 17 (0.29%) Reverse Proxy
12 16 (0.27%) LAN
12 16 (0.27%) Network Security
13 14 (0.24%) WAN
14 11 (0.19%) Anycast
14 11 (0.19%) FIX Connectivity
14 11 (0.19%) Kerberos
14 11 (0.19%) Quagga
Database & Business Intelligence
1 1,712 (29.14%) SQL Server
2 1,483 (25.24%) MongoDB
3 942 (16.03%) MySQL
4 879 (14.96%) Big Data
5 765 (13.02%) SQL Server 2016
6 703 (11.96%) Apache Cassandra
7 670 (11.40%) Hadoop
8 657 (11.18%) Relational Database
9 636 (10.82%) PostgreSQL
10 489 (8.32%) Redis
11 353 (6.01%) RDBMS
12 266 (4.53%) Amazon DynamoDB
13 231 (3.93%) Blockchain
14 225 (3.83%) Data Warehouse
15 190 (3.23%) Couchbase
16 181 (3.08%) HBase
17 178 (3.03%) Neo4j
18 168 (2.86%) SQL Server Integration Services
19 166 (2.83%) Apache Hive
20 165 (2.81%) Cosmos DB
Development Applications
1 2,190 (37.27%) Git (software)
2 702 (11.95%) Jenkins
3 357 (6.08%) JIRA
4 298 (5.07%) Subversion
5 287 (4.88%) Maven
6 228 (3.88%) TeamCity
7 212 (3.61%) JUnit
8 207 (3.52%) Selenium
9 187 (3.18%) Gradle
10 179 (3.05%) gulp
10 179 (3.05%) Team Foundation Server
11 177 (3.01%) Visual Studio
12 172 (2.93%) Octopus Deploy
13 147 (2.50%) Mocha
14 143 (2.43%) webpack
15 141 (2.40%) Cucumber
16 123 (2.09%) Vagrant
17 111 (1.89%) Atlassian Bamboo
18 105 (1.79%) Protractor
19 99 (1.68%) Mercurial
General
1 1,152 (19.61%) Finance
2 508 (8.65%) Banking
3 398 (6.77%) Retail
4 311 (5.29%) Advertising
5 306 (5.21%) Marketing
6 282 (4.80%) Games
7 264 (4.49%) Telecoms
8 167 (2.84%) Investment Banking
9 134 (2.28%) Financial Institution
10 89 (1.51%) Electronics
11 84 (1.43%) Manufacturing
12 82 (1.40%) Music Industry
13 67 (1.14%) Front Office
14 56 (0.95%) Law
15 51 (0.87%) Legal
16 45 (0.77%) Back Office
17 42 (0.71%) Publishing
18 25 (0.43%) Pharmaceutical
19 13 (0.22%) Billing
20 10 (0.17%) Automotive
Job Titles
1 3,672 (62.49%) Developer
2 1,296 (22.06%) .NET Developer
3 1,041 (17.72%) Java Developer
4 689 (11.73%) Senior Developer
5 483 (8.22%) C# Developer
6 429 (7.30%) Architect
7 406 (6.91%) Software Engineer
8 327 (5.57%) C# .NET Developer
9 316 (5.38%) Data Engineer
10 302 (5.14%) Senior Java Developer
11 282 (4.80%) JavaScript Developer
12 278 (4.73%) Java Engineer
13 251 (4.27%) Software Developer
14 223 (3.80%) ASP.NET Developer
15 214 (3.64%) Full Stack Developer
16 211 (3.59%) C# ASP.NET Developer
17 208 (3.54%) Node.js Developer
18 186 (3.17%) DevOps Engineer
19 182 (3.10%) Lead Developer
20 173 (2.94%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 1,946 (33.12%) .NET
2 1,873 (31.88%) RESTful
3 1,715 (29.19%) Node.js
4 1,327 (22.58%) AngularJS
5 1,313 (22.35%) ASP.NET
6 1,213 (20.64%) ASP.NET Web API
7 1,186 (20.18%) ASP.NET MVC
8 1,184 (20.15%) HTML
9 1,021 (17.38%) CSS
10 938 (15.96%) Spring
11 936 (15.93%) WCF
12 834 (14.19%) ASP.NET MVC 5
13 833 (14.18%) Web Services
14 809 (13.77%) .NET Framework
15 714 (12.15%) REST
16 681 (11.59%) Entity Framework
17 653 (11.11%) React
18 573 (9.75%) Code First Entity Framework
19 543 (9.24%) HTML5
20 496 (8.44%) Kafka
Miscellaneous
1 570 (9.70%) Computer Science
2 472 (8.03%) Greenfield Project
3 437 (7.44%) Analytical Skills
4 363 (6.18%) Algorithms
5 337 (5.74%) Enterprise Software
6 327 (5.57%) Fintech
7 307 (5.22%) User Experience
8 269 (4.58%) Data Structures
9 157 (2.67%) Mobile App
10 143 (2.43%) Self-Motivation
11 114 (1.94%) Cyberthreat
12 111 (1.89%) Linux Command Line
13 102 (1.74%) Bitcoin
14 93 (1.58%) Public Cloud
15 80 (1.36%) Social Media
16 78 (1.33%) Social Network
17 76 (1.29%) Cloud Native
18 68 (1.16%) BBC
19 58 (0.99%) Equities
19 58 (0.99%) Replication
Operating Systems
1 1,113 (18.94%) Linux
2 343 (5.84%) Windows
3 307 (5.22%) Unix
4 138 (2.35%) Android
5 131 (2.23%) Apple iOS
6 77 (1.31%) CentOS
7 64 (1.09%) Ubuntu
8 53 (0.90%) VMS
9 49 (0.83%) Windows Server
10 41 (0.70%) Debian
11 31 (0.53%) Red Hat Enterprise Linux
12 26 (0.44%) Mac OS
13 17 (0.29%) Fedora
14 15 (0.26%) SUSE
14 15 (0.26%) Windows Server 2012
15 9 (0.15%) Oracle Linux
15 9 (0.15%) Windows Mobile
15 9 (0.15%) Windows Server 2008
16 5 (0.085%) DC/OS
16 5 (0.085%) Mac OS X
Processes & Methodologies
1 3,580 (60.93%) Agile Software Development
2 2,351 (40.01%) TDD
3 1,797 (30.58%) MVC
4 1,547 (26.33%) BDD
5 1,251 (21.29%) Software Engineering
6 1,142 (19.43%) Microservices
7 1,081 (18.40%) DevOps
8 1,052 (17.90%) Web Application Development
9 1,008 (17.15%) Continuous Integration
10 952 (16.20%) OO
11 896 (15.25%) Scrum
12 802 (13.65%) Test Automation
13 663 (11.28%) Problem-Solving
14 613 (10.43%) Analytics
15 561 (9.55%) Machine Learning
16 511 (8.70%) Open Source
17 464 (7.90%) Data Science
18 428 (7.28%) Unit Testing
19 420 (7.15%) SDLC
20 413 (7.03%) Business Intelligence
Programming Languages
1 2,555 (43.48%) SQL
2 2,388 (40.64%) Java
3 2,137 (36.37%) JavaScript
4 2,011 (34.22%) C#
5 1,461 (24.86%) Python
6 1,230 (20.93%) Ruby
7 535 (9.10%) Scala
8 482 (8.20%) Java 8
9 442 (7.52%) PHP
10 247 (4.20%) ES6
10 247 (4.20%) T-SQL
11 242 (4.12%) C++
12 206 (3.51%) PowerShell
13 197 (3.35%) R
14 184 (3.13%) Perl
15 173 (2.94%) Go
16 168 (2.86%) Bash Shell
17 160 (2.72%) TypeScript
18 150 (2.55%) Shell Script
19 133 (2.26%) C
Qualifications
1 825 (14.04%) Degree
2 243 (4.14%) Computer Science Degree
3 104 (1.77%) PhD
4 93 (1.58%) Security Cleared
5 70 (1.19%) SAFe Agilist
6 62 (1.06%) Master's Degree
7 23 (0.39%) Sun Certification
8 18 (0.31%) ITIL Certification
9 15 (0.26%) Numerate Degree
10 14 (0.24%) SC Cleared
11 13 (0.22%) AWS Certification
12 12 (0.20%) Microsoft Certification
13 9 (0.15%) DV Cleared
14 7 (0.12%) Cisco Certification
15 5 (0.085%) CCIE
15 5 (0.085%) CCIE Security
15 5 (0.085%) MBA
15 5 (0.085%) MCSE
15 5 (0.085%) RHCE
16 4 (0.068%) CISSP
Quality Assurance & Compliance
1 231 (3.93%) QA
2 76 (1.29%) GCP
3 47 (0.80%) PCI DSS
4 39 (0.66%) GDPR
5 17 (0.29%) Data Quality
6 13 (0.22%) ISO/IEC 27001
7 9 (0.15%) WAI
8 8 (0.14%) Web Application Security Consortium
9 5 (0.085%) COBIT
9 5 (0.085%) SLA
10 4 (0.068%) ISO 9001
11 3 (0.051%) HL7
11 3 (0.051%) PA-DSS
12 2 (0.034%) MiFID
13 1 (0.017%) Cyber Essentials
13 1 (0.017%) HIPAA
13 1 (0.017%) ISO 14001
13 1 (0.017%) Sarbanes-Oxley
System Software
1 1,045 (17.78%) Docker
2 86 (1.46%) Virtual Machines
3 74 (1.26%) HDFS
4 60 (1.02%) Apache Flume
5 50 (0.85%) VMware Infrastructure
6 34 (0.58%) Active Directory
7 29 (0.49%) Apache ZooKeeper
8 22 (0.37%) VirtualBox
9 8 (0.14%) Oracle RAC
9 8 (0.14%) VMware ESXi
10 6 (0.10%) KVM
10 6 (0.10%) vSphere
11 5 (0.085%) Varnish
12 4 (0.068%) LXC
13 3 (0.051%) GridGain
13 3 (0.051%) iptables
13 3 (0.051%) NFS
14 2 (0.034%) Hyper-V
14 2 (0.034%) vCloud
14 2 (0.034%) VMware NSX
Systems Management
1 432 (7.35%) Ansible
2 427 (7.27%) Kubernetes
3 387 (6.59%) Puppet
4 322 (5.48%) Opscode Chef
5 211 (3.59%) Terraform
6 99 (1.68%) Docker Swarm
7 44 (0.75%) Mesos
8 41 (0.70%) Kibana
9 30 (0.51%) Marathon
10 27 (0.46%) Hadoop YARN
11 24 (0.41%) Nagios
12 22 (0.37%) Cobbler
12 22 (0.37%) Oozie
12 22 (0.37%) ZABBIX
13 19 (0.32%) Grafana
13 19 (0.32%) Prometheus
13 19 (0.32%) Salt
14 18 (0.31%) logstash
15 13 (0.22%) Rancher
16 12 (0.20%) ITRS Geneos
Vendors
1 631 (10.74%) Microsoft
2 478 (8.13%) Oracle
3 372 (6.33%) Google
4 147 (2.50%) Cloudera
5 141 (2.40%) Facebook
6 125 (2.13%) Tableau
7 116 (1.97%) IBM
8 110 (1.87%) SAP
9 94 (1.60%) Hortonworks
10 88 (1.50%) Apple
11 75 (1.28%) Talend
12 70 (1.19%) VMware
13 68 (1.16%) Sony
14 63 (1.07%) Yahoo!
15 62 (1.06%) Zend
16 60 (1.02%) Sybase
17 59 (1.00%) Atlassian
18 58 (0.99%) Red Hat
18 58 (0.99%) WorldPay
19 53 (0.90%) Informatica