The following table provides summary statistics for permanent job vacancies with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

NoSQL
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 79 113 156
Rank change year-on-year +34 +43  
Permanent jobs citing NoSQL 2911 2845 2211
As % of all permanent IT jobs advertised in the UK 3.41% 2.72% 2.06%
As % of the Database & Business Intelligence category 11.06% 8.82% 6.60%
Number of salaries quoted 2552 2560 1941
Median salary £55,000 £55,000 £55,000
90% offered a salary of more than £35,000 £37,500 £37,500
10% offered a salary of more than £80,000 £80,000 £75,000
UK excluding London median salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22%  

NoSQL is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 26318 32238 33505
As % of all permanent IT job vacancies advertised in the UK 30.81% 30.88% 31.29%
Number of salaries quoted 22323 27477 28389
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

NoSQL
Job Vacancy Trend

The job posting trend of jobs advertised citing NoSQL as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for NoSQL in the UK

NoSQL
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL.

Salary trend for NoSQL in the UK

NoSQL
Salary Histogram

The salary distribution of IT jobs citing NoSQL over the 3 months to 29 March 2017.

Salary histogram for NoSQL in the UK

NoSQL
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the UK over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +31 2758 £55,000 - 413
London +12 1376 £65,000 +8.33% 194
South East +29 369 £47,750 +6.11% 43
East of England +16 235 £50,000 -9.09% 38
South West +52 210 £45,000 - 27
City of London +26 184 £62,500 +8.69% 41
Yorkshire +24 162 £49,000 -2.00% 32
West Midlands +70 160 £42,500 -5.55% 25
North West +18 157 £50,000 +11.11% 32
Berkshire +65 133 £45,000 - 12
Manchester +3 106 £52,500 +10.52% 22
West Yorkshire -10 99 £50,001 -5.65% 24
Cambridgeshire +27 94 £50,000 -2.43% 12
Leeds -3 94 £50,001 -9.09% 22
Hertfordshire -1 90 £52,500 -12.50% 15
Cambridge +25 87 £50,000 - 11
Scotland +73 84 £50,000 +21.21% 11
Bristol +14 75 £50,000 +11.11% 4
East Midlands +11 72 £42,500 - 15
Hampshire +3 61 £45,000 +5.88% 9
Reading +43 56 £45,000 - 8
Birmingham +39 56 £42,500 -15.00% 10
Edinburgh +44 48 £50,000 +33.33% 6
Gloucestershire +10 47 £52,500 -12.50% 9
South Yorkshire +41 46 £47,500 -13.63% 5
Surrey +33 45 £55,000 -8.33% 5
Sheffield +36 40 £47,500 +5.55% 4
Farnborough +29 39 £60,000 +84.61% 4
Kent +40 36 £45,000 +45.16% 1
Nottinghamshire +13 35 £47,500 - 6

For the 6 months to 29 March 2017, IT jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for NoSQL.

1 3359 (58.60%) Agile Software Development
2 2659 (46.39%) Java
3 2311 (40.32%) TDD
4 2083 (36.34%) SQL
5 1956 (34.12%) C#
6 1940 (33.85%) JavaScript
7 1845 (32.19%) .NET
8 1835 (32.01%) Git (software)
9 1780 (31.05%) SQL Server
10 1779 (31.04%) MongoDB
11 1636 (28.54%) MVC
12 1619 (28.24%) Node.js
13 1471 (25.66%) RESTful
14 1332 (23.24%) AngularJS
15 1287 (22.45%) BDD
16 1204 (21.00%) ASP.NET
17 1180 (20.59%) Amazon AWS
18 1140 (19.89%) OO
18 1140 (19.89%) Big Data
19 1137 (19.84%) Python
20 1134 (19.78%) HTML
21 1127 (19.66%) Linux
22 1090 (19.02%) Continuous Integration
23 1064 (18.56%) Scrum
24 1060 (18.49%) Ruby
25 1053 (18.37%) ASP.NET MVC
26 1011 (17.64%) ASP.NET Web API
27 988 (17.24%) Software Engineering
28 951 (16.59%) MySQL
29 941 (16.42%) Spring

NoSQL
Co-occurring IT Skills 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
1 600 (10.47%) Elasticsearch
2 528 (9.21%) Apache Spark
3 365 (6.37%) Tomcat
4 320 (5.58%) Apache
5 253 (4.41%) JBoss
6 193 (3.37%) Apache Solr
7 172 (3.00%) Jetty
8 163 (2.84%) WebSphere
9 160 (2.79%) IIS
10 159 (2.77%) WebLogic
11 150 (2.62%) OpenStack
12 129 (2.25%) CMS
13 116 (2.02%) nginx
14 94 (1.64%) Apache Pig
15 77 (1.34%) Mule
16 69 (1.20%) Confluence
17 61 (1.06%) Mule ESB
18 52 (0.91%) NServiceBus
19 50 (0.87%) Oracle SOA Suite
20 46 (0.80%) SAS
Applications
1 169 (2.95%) MS Excel
2 23 (0.40%) Photoshop
3 21 (0.37%) SPSS
4 8 (0.14%) Weka
5 6 (0.10%) MS PowerPoint
6 5 (0.087%) MS Office
6 5 (0.087%) Stata
7 4 (0.070%) HipChat
7 4 (0.070%) S-PLUS
8 2 (0.035%) InfoPath
8 2 (0.035%) Spreadsheet
9 1 (0.017%) Gephi
9 1 (0.017%) GNU Octave
9 1 (0.017%) MS Visio
Business Applications
1 71 (1.24%) SAP Oil and Gas
2 13 (0.23%) Magento
3 5 (0.087%) FastStats
4 4 (0.070%) Cognos Business Intelligence
5 3 (0.052%) Dynamics AX
5 3 (0.052%) Oracle Applications
5 3 (0.052%) Payment Gateway
6 2 (0.035%) Cognos TM1
6 2 (0.035%) Dynamics CRM
6 2 (0.035%) NetSuite
7 1 (0.017%) Oracle Assets
7 1 (0.017%) Oracle EBS
7 1 (0.017%) SAP ERP
7 1 (0.017%) SAP Hybris
Cloud Services
1 1180 (20.59%) Amazon AWS
2 613 (10.69%) Microsoft Azure
3 273 (4.76%) SaaS
4 198 (3.45%) GitHub
5 139 (2.42%) Amazon EC2
6 126 (2.20%) Google Cloud Platform
7 111 (1.94%) Cloud Computing
8 72 (1.26%) Amazon S3
9 70 (1.22%) PaaS
10 43 (0.75%) AWS Elastic Beanstalk
11 41 (0.72%) Google App Engine
12 40 (0.70%) IaaS
13 37 (0.65%) AWS Lambda
14 33 (0.58%) Amazon SQS
15 24 (0.42%) Heroku
16 20 (0.35%) Amazon EMR
17 15 (0.26%) Amazon Kinesis
18 14 (0.24%) AWS CloudFormation
19 11 (0.19%) Amazon CloudWatch
20 10 (0.17%) Slack
Communications & Networking
1 251 (4.38%) Internet
2 201 (3.51%) HTTP
3 60 (1.05%) DNS
4 57 (0.99%) TCP/IP
5 43 (0.75%) Firewall
6 35 (0.61%) SAN
7 27 (0.47%) AMQP
7 27 (0.47%) LDAP
8 26 (0.45%) NAS
9 21 (0.37%) Intranet
10 20 (0.35%) Network Security
11 19 (0.33%) WAN
12 18 (0.31%) Extranet
13 15 (0.26%) SMTP
13 15 (0.26%) Wireshark
14 13 (0.23%) IMAP
15 12 (0.21%) SSL
16 11 (0.19%) iSCSI
16 11 (0.19%) SNMP
17 8 (0.14%) SSH
Database & Business Intelligence
1 1780 (31.05%) SQL Server
2 1779 (31.04%) MongoDB
3 1140 (19.89%) Big Data
4 951 (16.59%) MySQL
5 843 (14.71%) Hadoop
6 785 (13.70%) Apache Cassandra
7 670 (11.69%) Relational Database
8 653 (11.39%) SQL Server 2014
9 511 (8.91%) Redis
10 389 (6.79%) PostgreSQL
11 375 (6.54%) RDBMS
12 234 (4.08%) Apache Hive
13 228 (3.98%) Couchbase
14 226 (3.94%) Amazon DynamoDB
15 215 (3.75%) Data Warehouse
16 203 (3.54%) HBase
17 199 (3.47%) Neo4j
18 178 (3.11%) SQL Server Integration Services
19 165 (2.88%) Riak
20 153 (2.67%) SQL Server 2016
Development Applications
1 1835 (32.01%) Git (software)
2 593 (10.35%) Jenkins
3 432 (7.54%) Maven
4 394 (6.87%) Subversion
5 331 (5.77%) JUnit
6 268 (4.68%) JIRA
7 206 (3.59%) TeamCity
8 164 (2.86%) Mercurial
9 151 (2.63%) Gradle
10 121 (2.11%) Cucumber
11 119 (2.08%) Team Foundation Server
12 106 (1.85%) Atlassian Bamboo
13 93 (1.62%) Selenium
14 91 (1.59%) webpack
15 90 (1.57%) Ant
16 89 (1.55%) IntelliJ
17 87 (1.52%) gulp
17 87 (1.52%) Mockito
18 84 (1.47%) Octopus Deploy
19 77 (1.34%) Visual Studio
General
1 836 (14.58%) Finance
2 451 (7.87%) Games
3 327 (5.70%) Banking
4 264 (4.61%) Retail
5 224 (3.91%) Telecoms
6 219 (3.82%) Marketing
7 196 (3.42%) Advertising
8 111 (1.94%) Electronics
9 94 (1.64%) Manufacturing
10 92 (1.61%) Music Industry
11 66 (1.15%) Publishing
12 64 (1.12%) Legal
13 56 (0.98%) Investment Banking
14 46 (0.80%) Back Office
15 40 (0.70%) Law
16 30 (0.52%) Pharmaceutical
17 29 (0.51%) Online Betting
18 26 (0.45%) Front Office
19 23 (0.40%) Financial Institution
20 15 (0.26%) Automotive
Job Titles
1 3718 (64.86%) Developer
2 1407 (24.55%) Java Developer
3 1182 (20.62%) .NET Developer
4 789 (13.76%) Senior Developer
5 687 (11.99%) C# Developer
6 453 (7.90%) Senior Java Developer
7 452 (7.89%) C# .NET Developer
8 439 (7.66%) Software Engineer
9 435 (7.59%) Architect
10 297 (5.18%) Software Developer
11 278 (4.85%) Java Engineer
12 234 (4.08%) ASP.NET MVC Developer
13 226 (3.94%) ASP.NET Developer
14 221 (3.86%) JavaScript Developer
15 213 (3.72%) NoSQL Developer
16 212 (3.70%) C# ASP.NET Developer
17 211 (3.68%) DBA
18 205 (3.58%) Agile Developer
19 200 (3.49%) Full Stack Developer
20 198 (3.45%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 1845 (32.19%) .NET
2 1619 (28.24%) Node.js
3 1471 (25.66%) RESTful
4 1332 (23.24%) AngularJS
5 1204 (21.00%) ASP.NET
6 1134 (19.78%) HTML
7 1053 (18.37%) ASP.NET MVC
8 1011 (17.64%) ASP.NET Web API
9 941 (16.42%) Spring
10 931 (16.24%) REST
11 927 (16.17%) Web Services
12 916 (15.98%) WCF
13 846 (14.76%) CSS
14 810 (14.13%) .NET Framework
15 780 (13.61%) ASP.NET MVC 5
16 664 (11.58%) Entity Framework
17 605 (10.55%) HTML5
18 574 (10.01%) React
19 535 (9.33%) Code First Entity Framework
20 397 (6.93%) JSON
Miscellaneous
1 607 (10.59%) Computer Science
2 350 (6.11%) Algorithms
3 329 (5.74%) Enterprise Software
4 301 (5.25%) Analytical Skills
5 281 (4.90%) Data Structures
6 216 (3.77%) User Experience
7 150 (2.62%) Mobile App
8 134 (2.34%) Fintech
8 134 (2.34%) Social Media
9 107 (1.87%) BBC
10 99 (1.73%) Clustering
11 89 (1.55%) Online Games
12 88 (1.54%) Social Network
13 86 (1.50%) Blog
14 77 (1.34%) Foreign Exchange (FX)
15 72 (1.26%) Hedge funds
16 67 (1.17%) Internet of Things
17 60 (1.05%) N-Tier
18 58 (1.01%) Management Information System
19 55 (0.96%) Data Centre
Operating Systems
1 1127 (19.66%) Linux
2 371 (6.47%) Windows
3 260 (4.54%) Unix
4 178 (3.11%) Android
5 163 (2.84%) Apple iOS
6 132 (2.30%) Windows Server
7 108 (1.88%) CentOS
8 65 (1.13%) Red Hat Enterprise Linux
9 45 (0.79%) Ubuntu
10 42 (0.73%) Mac OS X
11 41 (0.72%) Windows Server 2012
12 29 (0.51%) Windows Server 2008
13 21 (0.37%) Debian
13 21 (0.37%) Windows Server 2003
14 17 (0.30%) AIX
15 10 (0.17%) VMS
16 6 (0.10%) Mac OS
17 4 (0.070%) CoreOS
17 4 (0.070%) Solaris
18 3 (0.052%) Windows 2000 Server
Processes & Methodologies
1 3359 (58.60%) Agile Software Development
2 2311 (40.32%) TDD
3 1636 (28.54%) MVC
4 1287 (22.45%) BDD
5 1140 (19.89%) OO
6 1090 (19.02%) Continuous Integration
7 1064 (18.56%) Scrum
8 988 (17.24%) Software Engineering
9 801 (13.97%) Web Application Development
10 777 (13.56%) Microservices
11 739 (12.89%) DevOps
12 601 (10.48%) Open Source
13 545 (9.51%) Kanban
14 492 (8.58%) Web Development
15 461 (8.04%) Analytics
15 461 (8.04%) SOA
16 432 (7.54%) E-Commerce
17 423 (7.38%) Business Intelligence
18 418 (7.29%) Mentoring
19 384 (6.70%) SDLC
Programming Languages
1 2659 (46.39%) Java
2 2083 (36.34%) SQL
3 1956 (34.12%) C#
4 1940 (33.85%) JavaScript
5 1137 (19.84%) Python
6 1060 (18.49%) Ruby
7 658 (11.48%) Scala
8 437 (7.62%) PHP
9 308 (5.37%) C++
10 233 (4.06%) Bash Shell
11 229 (4.00%) Go
12 218 (3.80%) Perl
13 187 (3.26%) T-SQL
14 165 (2.88%) C
14 165 (2.88%) PowerShell
15 155 (2.70%) TypeScript
16 149 (2.60%) R
17 113 (1.97%) PL/SQL
18 111 (1.94%) F#
19 101 (1.76%) Groovy
Qualifications
1 769 (13.42%) Degree
2 112 (1.95%) Security Cleared
3 108 (1.88%) PhD
4 51 (0.89%) SC Cleared
5 28 (0.49%) Postgraduate
6 24 (0.42%) CISSP
7 20 (0.35%) GCIA
8 19 (0.33%) CEH
8 19 (0.33%) DV Cleared
9 12 (0.21%) ISTQB
9 12 (0.21%) Microsoft Certification
10 9 (0.16%) ISEB
11 7 (0.12%) MySQL Certification
12 3 (0.052%) CCNA
12 3 (0.052%) Cisco Certification
12 3 (0.052%) CSQA
12 3 (0.052%) IRCA
12 3 (0.052%) ISTQB Foundation Certification
12 3 (0.052%) ITIL Certification
12 3 (0.052%) MCSE
Quality Assurance & Compliance
1 275 (4.80%) QA
2 57 (0.99%) PCI DSS
3 51 (0.89%) Data Quality
4 23 (0.40%) ISO 9001
5 22 (0.38%) ISO 14001
6 16 (0.28%) Sarbanes-Oxley
7 14 (0.24%) MiFID
7 14 (0.24%) SDET
8 12 (0.21%) ISO/IEC 27001
8 12 (0.21%) SLA
9 3 (0.052%) Dodd-Frank
9 3 (0.052%) EMIR
9 3 (0.052%) SNOMED CT
9 3 (0.052%) WAI
10 2 (0.035%) GCP
10 2 (0.035%) ISO13485
11 1 (0.017%) PA-DSS
11 1 (0.017%) PMO
11 1 (0.017%) SEPA
System Software
1 577 (10.07%) Docker
2 79 (1.38%) HDFS
3 64 (1.12%) VMware Infrastructure
4 59 (1.03%) Active Directory
5 55 (0.96%) Apache Flume
6 42 (0.73%) Apache ZooKeeper
7 25 (0.44%) Virtual Machines
8 23 (0.40%) Firmware
9 19 (0.33%) VMware ESX
10 15 (0.26%) KVM
11 14 (0.24%) Hyper-V
11 14 (0.24%) Varnish
11 14 (0.24%) Xen
12 13 (0.23%) Virtual Servers
13 10 (0.17%) VMware ESXi
14 9 (0.16%) VirtualBox
15 8 (0.14%) iptables
15 8 (0.14%) LXC
16 7 (0.12%) vSphere
17 6 (0.10%) Oracle RAC
Systems Management
1 460 (8.03%) Puppet
2 395 (6.89%) Opscode Chef
3 285 (4.97%) Ansible
4 218 (3.80%) Kubernetes
5 124 (2.16%) Kibana
6 113 (1.97%) logstash
7 106 (1.85%) Salt
8 43 (0.75%) Nagios
9 32 (0.56%) Mesos
10 29 (0.51%) Terraform
11 26 (0.45%) Docker Swarm
11 26 (0.45%) Grafana
12 22 (0.38%) ZABBIX
13 20 (0.35%) CFEngine
14 18 (0.31%) Oozie
15 15 (0.26%) Hadoop YARN
16 13 (0.23%) Packer
16 13 (0.23%) StatsD
17 12 (0.21%) Graphite
18 10 (0.17%) Galera Cluster
Vendors
1 672 (11.72%) Oracle
2 453 (7.90%) Microsoft
3 311 (5.43%) Google
4 172 (3.00%) Facebook
5 151 (2.63%) Apple
6 121 (2.11%) VMware
7 100 (1.74%) Splunk
8 99 (1.73%) SAP
9 92 (1.61%) Sony
9 92 (1.61%) Yahoo!
10 91 (1.59%) Tableau
11 83 (1.45%) Red Hat
12 72 (1.26%) IBM
13 62 (1.08%) Sybase
14 53 (0.92%) Cloudera
15 52 (0.91%) Zend
16 51 (0.89%) Hortonworks
17 42 (0.73%) Cognos
18 37 (0.65%) Sitecore
19 35 (0.61%) MuleSoft
London
Cheapside DT
Salary: £40000.00 - £50000.00 per annum
Posted: 8 hours ago
London
Oliver Bernard
Salary: £45000 - £60000 per annum + Excellent benefits & equity
Posted: 1 hour ago
London
Cheapside DT
Salary: £40000.00 - £50000.00 per annum
Posted: 7 hours ago
South West London
Lorien Resourcing
Salary: £1 per annum
Posted: 7 hours ago
West London
Dawson & Walsh
Salary: £35000 - £55000 per annum + Bonus + Pension + Benefits
Posted: 3 hours ago
London
Venturi
Salary: £0.00 per annum
Posted: 1 hour ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £60,000 per annum plus benefits
Posted: 36 minutes ago
St. Albans, Hertfordshire
Exposed Solutions
Salary: £40000 - £50000 per annum
Posted: 44 minutes ago
London
McGregor Boyall
Salary: £40000.00 - £50000.00 per annum
Posted: 1 hour ago
North West London
Bentley Whitaker
Salary: From £70,000 to £100,000 per annum +Shares, Pension, Flexible working
Posted: 2 hours ago
London
Pioneer Search
Salary: £45000.00 - £65000.00 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 6 hours ago
Manchester, Lancashire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum plus annual bonus plus package
Posted: Yesterday
West London
Computer People
Salary: £70000 - £80000 per annum + 25 days, pension, healthcare
Posted: 1 hour ago
Andover, Hampshire
Deerfoot IT Resources Ltd
Salary: £40000 - £45000 per annum + pension, h/care, childcare, PMI
Posted: 2 hours ago
London
Pioneer Search
Salary: £45000.00 - £55000.00 per annum
Posted: 9 hours ago
London
Brightred Resourcing Limited
Salary: From £85,000 to £90,000 per annum
Posted: 4 hours ago
Central London / West End
Pimlico Banks Recruitment
Salary: Up to £90,000 per annum + Excellent Benefits
Posted: 2 hours ago
East London
Revolution Technology
Salary: Up to £75,000 per annum
Posted: 8 hours ago
Cambridgeshire
Harvey Nash plc
Salary: £400 - £401 per day
Posted: 43 minutes ago
North London
ClearCube Consulting
Salary: From £45,000 to £55,000 per annum
Posted: 7 hours ago
Birmingham, West Midlands (County)
Itecco
Salary: £30000 - £50000 per annum + Benefits
Posted: 8 hours ago
Leicester, Leicestershire
Mindera
Salary: From £35,000 to £45,000 per annum Quarterly Pay Review - Bonus (every
Posted: 9 hours ago
South East
83Zero
Salary: £25000 - £35000 per annum, + Benefits
Posted: 7 hours ago
Birmingham, West Midlands (County)
Itecco
Salary: £30000 - £50000 per annum + Benefits
Posted: 8 hours ago
Manchester, Lancashire
Mortimer Spinks
Posted: 9 hours ago
London
ARC IT Recruitment Ltd
Salary: £50000 - £70000 per annum + Plus Bonus and Benefits
Posted: 2 hours ago
Central London / West End
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Benefits
Posted: 8 hours ago
Reading, Berkshire
Oscar
Salary: £45000 - £55000 per annum
Posted: 10 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £60,000 per annum plus benefits
Posted: 40 minutes ago