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

NoSQL
UK > England
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 89 87 86
Rank change year-on-year -2 -1 +40
Permanent jobs citing NoSQL 4,895 5,821 5,718
As % of all permanent IT jobs advertised in England 3.33% 3.49% 3.27%
As % of the Database & Business Intelligence category 11.59% 11.50% 11.00%
Number of salaries quoted 4,007 4,969 5,163
England median annual salary £60,000 £55,000 £56,000
Median salary % change year-on-year +9.09% -1.79% +1.82%
10th Percentile £35,000 £33,475 £35,000
90th Percentile £91,250 £85,000 £85,000
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +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 42,218 50,604 52,002
As % of all permanent IT jobs advertised in England 28.72% 30.32% 29.73%
Number of salaries quoted 34,808 42,091 44,864
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,500 £30,000 £29,750
90th Percentile £85,000 £77,500 £77,500
UK median annual salary £50,500 £47,500 £47,500
% change year-on-year +6.32% - +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 December 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 December 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 +19 2,691 £67,500 - 387
North of England +32 743 £50,000 +11.11% 129
South East -31 713 £52,500 +10.53% 115
North West +25 478 £50,000 +17.65% 76
Midlands -37 326 £50,000 +17.65% 68
West Midlands -11 231 £51,250 +20.59% 35
East of England -78 211 £52,500 - 43
South West -61 197 £50,000 - 50
Yorkshire -3 181 £42,500 -15.00% 50
East Midlands -45 95 £45,000 +5.88% 32
North East +32 88 £47,500 +5.56% 3
NoSQL
UK

For the 6 months to 16 December 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 2,875 (58.73%) Agile Software Development
2 2,354 (48.09%) SQL
3 2,047 (41.82%) Java
4 1,752 (35.79%) JavaScript
5 1,681 (34.34%) Amazon AWS
6 1,590 (32.48%) C#
7 1,547 (31.60%) Python
8 1,489 (30.42%) TDD
9 1,435 (29.32%) .NET
10 1,415 (28.91%) SQL Server
11 1,377 (28.13%) Git (software)
12 1,323 (27.03%) MongoDB
13 1,200 (24.51%) Microsoft Azure
14 1,146 (23.41%) Node.js
15 1,144 (23.37%) MVC
16 1,121 (22.90%) DevOps
17 1,113 (22.74%) RESTful
18 1,096 (22.39%) Microservices
19 1,059 (21.63%) Software Engineering
20 1,056 (21.57%) AngularJS
21 1,038 (21.21%) HTML
22 982 (20.06%) CSS
23 911 (18.61%) Linux
24 906 (18.51%) Big Data
25 881 (18.00%) ASP.NET
26 874 (17.85%) Finance
26 874 (17.85%) BDD
27 866 (17.69%) Continuous Integration
28 851 (17.39%) Degree
29 807 (16.49%) 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
1 670 (13.69%) Apache Spark
2 485 (9.91%) Elasticsearch
3 292 (5.97%) Apache
4 147 (3.00%) CMS
5 125 (2.55%) Apache Pig
6 106 (2.17%) Tomcat
7 101 (2.06%) nginx
8 95 (1.94%) Confluence
9 92 (1.88%) Apache Solr
10 71 (1.45%) Ethereum
11 69 (1.41%) EPiServer
12 64 (1.31%) IIS
12 64 (1.31%) WebSphere
13 57 (1.16%) SAS
14 52 (1.06%) Sitecore CMS
15 50 (1.02%) OpenStack
16 43 (0.88%) JBoss
16 43 (0.88%) SharePoint
17 33 (0.67%) WebLogic
18 26 (0.53%) WordPress
Applications
1 38 (0.78%) Microsoft Excel
2 17 (0.35%) SPSS
3 10 (0.20%) Microsoft Office
3 10 (0.20%) Weka
4 7 (0.14%) Microsoft PowerPoint
5 6 (0.12%) Chatbot
6 3 (0.061%) Maya
6 3 (0.061%) MS Visio
7 2 (0.041%) HipChat
7 2 (0.041%) LibreOffice
8 1 (0.020%) Adobe Premiere
8 1 (0.020%) ArchiCAD
8 1 (0.020%) AutoCAD
8 1 (0.020%) GNU Octave
8 1 (0.020%) Microsoft Project
8 1 (0.020%) MicroStation
8 1 (0.020%) Revit
8 1 (0.020%) S-PLUS
8 1 (0.020%) Stata
Business Applications
1 32 (0.65%) Dynamics CRM
2 31 (0.63%) Eloqua
3 25 (0.51%) Distributed Ledger
4 18 (0.37%) Payment Gateway
5 12 (0.25%) Magento
6 9 (0.18%) Oracle Applications
7 7 (0.14%) Dynamics AX
7 7 (0.14%) Dynamics NAV
8 4 (0.082%) Oracle Procure-to-Pay
9 2 (0.041%) NetSuite
9 2 (0.041%) SAP ERP
9 2 (0.041%) SAP InfiniteInsight
10 1 (0.020%) BigMachines
10 1 (0.020%) SAP BPC
Cloud Services
1 1,681 (34.34%) Amazon AWS
2 1,200 (24.51%) Microsoft Azure
3 302 (6.17%) Google Cloud Platform
4 270 (5.52%) Cloud Computing
5 250 (5.11%) GitHub
6 219 (4.47%) SaaS
7 143 (2.92%) Serverless
8 140 (2.86%) PaaS
9 136 (2.78%) Amazon EC2
10 111 (2.27%) Amazon S3
11 101 (2.06%) Amazon EMR
12 99 (2.02%) npm
13 85 (1.74%) IaaS
14 67 (1.37%) AWS Lambda
15 58 (1.18%) OpenShift
16 55 (1.12%) AWS CloudFormation
17 50 (1.02%) Amazon SQS
18 44 (0.90%) Amazon Kinesis
19 33 (0.67%) Azure Data Factory
20 30 (0.61%) Amazon ELB
Communications & Networking
1 152 (3.11%) HTTP
2 142 (2.90%) Internet
3 73 (1.49%) DNS
4 45 (0.92%) SSL
5 37 (0.76%) Firewall
6 33 (0.67%) TCP/IP
7 30 (0.61%) VPN
8 19 (0.39%) AMQP
9 16 (0.33%) Reverse Proxy
10 15 (0.31%) VLAN
11 13 (0.27%) Broadband
11 13 (0.27%) Intranet
12 11 (0.22%) BIG-IP
12 11 (0.22%) Peer-to-Peer Networking
13 10 (0.20%) Ethernet
13 10 (0.20%) MPLS
13 10 (0.20%) Network Security
13 10 (0.20%) SAN
14 8 (0.16%) SNMP
15 7 (0.14%) DHCP
Database & Business Intelligence
1 1,415 (28.91%) SQL Server
2 1,323 (27.03%) MongoDB
3 906 (18.51%) Big Data
4 805 (16.45%) Hadoop
5 696 (14.22%) MySQL
6 667 (13.63%) Relational Database
7 642 (13.12%) Apache Cassandra
8 490 (10.01%) PostgreSQL
9 416 (8.50%) SQL Server 2016
10 344 (7.03%) RDBMS
11 305 (6.23%) Redis
12 301 (6.15%) Apache Hive
13 257 (5.25%) HBase
14 238 (4.86%) Data Warehouse
15 237 (4.84%) Amazon DynamoDB
16 221 (4.51%) Amazon Redshift
17 194 (3.96%) CouchDB
18 192 (3.92%) Couchbase
19 191 (3.90%) SQL Server Integration Services
20 133 (2.72%) Flink
Development Applications
1 1,377 (28.13%) Git (software)
2 609 (12.44%) Jenkins
3 269 (5.50%) JIRA
4 258 (5.27%) Maven
5 204 (4.17%) Subversion
6 201 (4.11%) Visual Studio
7 174 (3.55%) Team Foundation Server
8 164 (3.35%) TeamCity
9 153 (3.13%) JUnit
10 151 (3.08%) Selenium
11 138 (2.82%) Atlassian Bamboo
12 129 (2.64%) gulp
13 125 (2.55%) Gradle
14 124 (2.53%) Octopus Deploy
15 121 (2.47%) Mocha
16 98 (2.00%) Bower
17 90 (1.84%) Cucumber
18 85 (1.74%) Karma Test Runner
19 82 (1.68%) Protractor
20 79 (1.61%) Vagrant
General
1 874 (17.85%) Finance
2 321 (6.56%) Banking
3 264 (5.39%) Retail
4 237 (4.84%) Games
5 236 (4.82%) Marketing
6 156 (3.19%) Advertising
7 145 (2.96%) Telecoms
8 121 (2.47%) Law
9 115 (2.35%) Investment Banking
10 72 (1.47%) Financial Institution
11 67 (1.37%) Military
12 52 (1.06%) Electronics
12 52 (1.06%) Manufacturing
13 47 (0.96%) Publishing
14 37 (0.76%) Music Industry
15 35 (0.72%) Front Office
16 27 (0.55%) Automotive
17 24 (0.49%) Pharmaceutical
18 23 (0.47%) Legal
19 13 (0.27%) French Language
Job Titles
1 2,748 (56.14%) Developer
2 875 (17.88%) .NET Developer
3 732 (14.95%) Java Developer
4 473 (9.66%) Senior Developer
5 468 (9.56%) C# Developer
6 454 (9.27%) Architect
7 380 (7.76%) Data Engineer
8 375 (7.66%) Software Engineer
9 309 (6.31%) C# .NET Developer
10 225 (4.60%) DevOps Engineer
11 224 (4.58%) ASP.NET Developer
12 204 (4.17%) Big Data Engineer
13 196 (4.00%) C# ASP.NET Developer
14 189 (3.86%) Software Developer
15 172 (3.51%) Python Developer
16 160 (3.27%) Data Architect
17 152 (3.11%) Full Stack Developer
18 149 (3.04%) Java Engineer
19 146 (2.98%) JavaScript Developer
20 145 (2.96%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,435 (29.32%) .NET
2 1,146 (23.41%) Node.js
3 1,113 (22.74%) RESTful
4 1,056 (21.57%) AngularJS
5 1,038 (21.21%) HTML
6 982 (20.06%) CSS
7 881 (18.00%) ASP.NET
8 799 (16.32%) ASP.NET Web API
9 761 (15.55%) ASP.NET MVC
10 630 (12.87%) Web Services
11 614 (12.54%) Spring
12 608 (12.42%) React
13 601 (12.28%) Kafka
14 581 (11.87%) REST
15 472 (9.64%) .NET Framework
16 449 (9.17%) .NET Core
17 441 (9.01%) HTML5
18 428 (8.74%) WCF
19 361 (7.37%) Entity Framework
20 272 (5.56%) jQuery
Miscellaneous
1 410 (8.38%) Greenfield Project
2 317 (6.48%) Analytical Skills
3 293 (5.99%) Fintech
4 260 (5.31%) Algorithms
5 213 (4.35%) Data Structures
6 191 (3.90%) User Experience
7 172 (3.51%) Enterprise Software
8 128 (2.61%) Self-Motivation
9 113 (2.31%) Mobile App
10 90 (1.84%) Cloud Native
11 81 (1.65%) Social Media
12 78 (1.59%) Hedge funds
13 76 (1.55%) Public Cloud
14 67 (1.37%) BBC
15 57 (1.16%) Virtual Team
16 47 (0.96%) Bitcoin
16 47 (0.96%) Management Information System
17 45 (0.92%) Linux Command Line
18 44 (0.90%) Clustering
19 42 (0.86%) Data Centre
Operating Systems
1 911 (18.61%) Linux
2 334 (6.82%) Windows
3 242 (4.94%) Unix
4 123 (2.51%) Red Hat Enterprise Linux
5 121 (2.47%) CentOS
6 76 (1.55%) Windows Server
7 62 (1.27%) Ubuntu
8 54 (1.10%) Apple iOS
9 49 (1.00%) Android
10 31 (0.63%) VMS
11 19 (0.39%) Windows 10
12 18 (0.37%) Windows 7
12 18 (0.37%) Windows Server 2012
13 17 (0.35%) Windows 8
14 14 (0.29%) Fedora
15 12 (0.25%) Debian
16 11 (0.22%) CoreOS
16 11 (0.22%) Windows Server 2008
17 9 (0.18%) SUSE
18 6 (0.12%) Mac OS X
Processes & Methodologies
1 2,875 (58.73%) Agile Software Development
2 1,489 (30.42%) TDD
3 1,144 (23.37%) MVC
4 1,121 (22.90%) DevOps
5 1,096 (22.39%) Microservices
6 1,059 (21.63%) Software Engineering
7 874 (17.85%) BDD
8 866 (17.69%) Continuous Integration
9 734 (14.99%) Scrum
10 655 (13.38%) Analytics
11 639 (13.05%) Web Application Development
12 617 (12.60%) OO
13 542 (11.07%) Computer Science
14 538 (10.99%) Test Automation
15 528 (10.79%) Open Source
16 503 (10.28%) Machine Learning
17 486 (9.93%) Problem-Solving
18 428 (8.74%) Data Science
19 366 (7.48%) Data Modelling
20 352 (7.19%) Business Intelligence
Programming Languages
1 2,354 (48.09%) SQL
2 2,047 (41.82%) Java
3 1,752 (35.79%) JavaScript
4 1,590 (32.48%) C#
5 1,547 (31.60%) Python
6 690 (14.10%) Ruby
7 564 (11.52%) Scala
8 425 (8.68%) Java 8
9 302 (6.17%) PHP
10 214 (4.37%) C++
10 214 (4.37%) T-SQL
11 208 (4.25%) Go
12 175 (3.58%) Bash Shell
13 163 (3.33%) R
14 156 (3.19%) PowerShell
15 150 (3.06%) ES6
16 149 (3.04%) TypeScript
17 119 (2.43%) Shell Script
18 105 (2.15%) C
19 94 (1.92%) Perl
Qualifications
1 851 (17.39%) Degree
2 306 (6.25%) Computer Science Degree
3 83 (1.70%) AWS Certification
4 77 (1.57%) Security Cleared
5 61 (1.25%) Numerate Degree
6 47 (0.96%) SAFe Agilist
7 44 (0.90%) Master's Degree
8 42 (0.86%) PhD
9 35 (0.72%) Microsoft Certification
9 35 (0.72%) SC Cleared
10 33 (0.67%) RHCE
11 32 (0.65%) RHCSA
12 20 (0.41%) TOGAF Certification
13 8 (0.16%) DV Cleared
13 8 (0.16%) ISTQB
14 6 (0.12%) CISSP
14 6 (0.12%) ITIL Foundation Certificate
15 4 (0.082%) CSSLP
15 4 (0.082%) GWAPT
15 4 (0.082%) MCSA
Quality Assurance & Compliance
1 180 (3.68%) QA
2 75 (1.53%) Data Quality
3 49 (1.00%) GDPR
4 24 (0.49%) ISO/IEC 27001
5 17 (0.35%) PCI DSS
5 17 (0.35%) SLA
6 10 (0.20%) MiFID
7 8 (0.16%) PSD2
8 6 (0.12%) ISO 9001
9 5 (0.10%) COBIT
9 5 (0.10%) ISO/IEC 20000
10 4 (0.082%) ISO 14001
10 4 (0.082%) PA-DSS
11 3 (0.061%) WCAG
12 2 (0.041%) Web Application Security Consortium
13 1 (0.020%) HL7
System Software
1 807 (16.49%) Docker
2 102 (2.08%) HDFS
3 100 (2.04%) Apache Flume
4 78 (1.59%) VMware Infrastructure
5 71 (1.45%) Virtual Machines
6 68 (1.39%) Apache ZooKeeper
7 36 (0.74%) Active Directory
8 17 (0.35%) VirtualBox
9 16 (0.33%) Hyper-V
10 14 (0.29%) iptables
10 14 (0.29%) KVM
11 13 (0.27%) Varnish
12 6 (0.12%) VMware ESXi
13 5 (0.10%) etcd
13 5 (0.10%) oVirt
14 4 (0.082%) pfSense
14 4 (0.082%) SkyDNS
14 4 (0.082%) VMware Server
15 3 (0.061%) GlusterFS
15 3 (0.061%) Samba
Systems Management
1 421 (8.60%) Kubernetes
2 348 (7.11%) Ansible
3 305 (6.23%) Puppet
4 250 (5.11%) Opscode Chef
5 194 (3.96%) Terraform
6 110 (2.25%) Prometheus
7 101 (2.06%) Oozie
8 95 (1.94%) Hadoop YARN
9 89 (1.82%) Grafana
10 88 (1.80%) Docker Swarm
11 87 (1.78%) Kibana
12 59 (1.21%) Mesos
13 57 (1.16%) logstash
14 42 (0.86%) Packer
15 34 (0.69%) Graphite
16 30 (0.61%) Consul
16 30 (0.61%) Nagios
17 23 (0.47%) HAProxy
18 22 (0.45%) Cobbler
19 21 (0.43%) ZABBIX
Vendors
1 609 (12.44%) Microsoft
2 435 (8.89%) Oracle
3 352 (7.19%) Google
4 200 (4.09%) Cloudera
5 162 (3.31%) Hortonworks
6 148 (3.02%) Tableau
7 117 (2.39%) Red Hat
8 109 (2.23%) MapR
9 106 (2.17%) Splunk
10 95 (1.94%) VMware
11 94 (1.92%) Databricks
12 84 (1.72%) IBM
13 81 (1.65%) Apple
13 81 (1.65%) SAP
14 73 (1.49%) Facebook
15 70 (1.43%) Yahoo!
16 67 (1.37%) Sony
17 66 (1.35%) Atlassian
18 56 (1.14%) Informatica
18 56 (1.14%) Sitecore