Period
to 19 April 2019

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 19 April 2019 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 102 83 80
Rank change year-on-year -19 -3 +37
Permanent jobs citing NoSQL 4,282 6,071 5,577
As % of all permanent IT jobs advertised in England 3.11% 3.66% 3.44%
As % of the Database & Business Intelligence category 11.08% 11.91% 11.34%
Number of salaries quoted 3,670 5,130 4,988
England median annual salary £62,500 £55,000 £57,500
Median salary % change year-on-year +13.64% -4.35% +4.55%
10th Percentile £35,000 £33,750 £33,750
90th Percentile £95,000 £85,000 £85,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -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 38,652 50,975 49,196
As % of all permanent IT jobs advertised in England 28.11% 30.71% 30.36%
Number of salaries quoted 31,890 42,746 42,390
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,000 £29,750
90th Percentile £86,250 £80,000 £77,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 19 April 2019.

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 19 April 2019. 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 -4 2,384 £70,000 - 139
South East -34 652 £50,000 +5.26% 46
North of England +8 641 £52,500 +16.67% 48
North West +41 424 £55,000 +22.22% 31
South West -41 241 £47,500 -5.00% 13
Midlands -71 213 £50,000 +17.65% 31
Yorkshire -41 170 £50,000 - 13
West Midlands -26 154 £50,000 +13.64% 16
East of England -87 141 £52,500 - 14
East Midlands -81 59 £48,750 +14.71% 15
North East -7 50 £49,337 +9.64% 4
NoSQL
UK

For the 6 months to 19 April 2019, 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 2,397 (55.98%) Agile Software Development
2 2,067 (48.27%) SQL
3 1,943 (45.38%) Java
4 1,511 (35.29%) Amazon AWS
5 1,418 (33.12%) Python
6 1,296 (30.27%) JavaScript
7 1,257 (29.36%) C#
8 1,206 (28.16%) TDD
9 1,153 (26.93%) MongoDB
10 1,115 (26.04%) .NET
11 1,093 (25.53%) Git (software)
12 1,052 (24.57%) SQL Server
13 1,040 (24.29%) Microsoft Azure
14 990 (23.12%) Software Engineering
15 967 (22.58%) Microservices
16 904 (21.11%) Big Data
17 902 (21.06%) MVC
18 892 (20.83%) RESTful
19 878 (20.50%) DevOps
20 842 (19.66%) Hadoop
21 802 (18.73%) Docker
22 787 (18.38%) Node.js
23 778 (18.17%) CSS
24 768 (17.94%) Linux
25 760 (17.75%) HTML
26 751 (17.54%) AngularJS
27 723 (16.88%) Scrum
28 706 (16.49%) Kafka
29 701 (16.37%) Finance
30 691 (16.14%) 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
1 665 (15.53%) Apache Spark
2 492 (11.49%) Elasticsearch
3 209 (4.88%) Apache
4 183 (4.27%) Apache Pig
5 117 (2.73%) Tomcat
6 108 (2.52%) Apache Solr
7 76 (1.77%) IIS
8 65 (1.52%) Confluence
8 65 (1.52%) nginx
9 60 (1.40%) CMS
10 54 (1.26%) SharePoint
11 50 (1.17%) JBoss
12 49 (1.14%) Cloud Foundry
13 47 (1.10%) SAS
14 36 (0.84%) WebSphere
15 29 (0.68%) Jetty
16 26 (0.61%) WordPress
17 24 (0.56%) GlassFish
17 24 (0.56%) WebLogic
18 23 (0.54%) OpenStack
Applications
1 18 (0.42%) Microsoft Excel
2 15 (0.35%) Chatbot
3 14 (0.33%) SPSS
3 14 (0.33%) Weka
4 13 (0.30%) Microsoft PowerPoint
5 11 (0.26%) Microsoft Office
6 3 (0.070%) ArchiCAD
6 3 (0.070%) AutoCAD
6 3 (0.070%) MicroStation
6 3 (0.070%) Revit
6 3 (0.070%) S-PLUS
6 3 (0.070%) Stata
7 2 (0.047%) Spreadsheet
8 1 (0.023%) Adobe Premiere
8 1 (0.023%) GNU Octave
8 1 (0.023%) MS Visio
8 1 (0.023%) Photoshop
Business Applications
1 24 (0.56%) Dynamics CRM
2 23 (0.54%) Magento
3 5 (0.12%) Fredhopper
3 5 (0.12%) SAP Hybris
4 4 (0.093%) Oracle Applications
5 3 (0.070%) Distributed Ledger
5 3 (0.070%) Payment Gateway
5 3 (0.070%) SAP ERP
5 3 (0.070%) SAP InfiniteInsight
6 1 (0.023%) BigMachines
6 1 (0.023%) Cognos Controller
6 1 (0.023%) Cognos TM1
6 1 (0.023%) Dynamics NAV
6 1 (0.023%) NetSuite
6 1 (0.023%) Oracle BPM
Cloud Services
1 1,511 (35.29%) Amazon AWS
2 1,040 (24.29%) Microsoft Azure
3 400 (9.34%) Google Cloud Platform
4 217 (5.07%) SaaS
5 208 (4.86%) GitHub
6 193 (4.51%) Serverless
7 130 (3.04%) Cloud Computing
8 127 (2.97%) AWS Lambda
9 111 (2.59%) PaaS
10 109 (2.55%) Amazon S3
11 93 (2.17%) Amazon EC2
12 82 (1.91%) Amazon EMR
13 76 (1.77%) Amazon SQS
14 69 (1.61%) IaaS
15 44 (1.03%) Amazon Kinesis
16 40 (0.93%) Azure Data Factory
17 39 (0.91%) OpenShift
18 34 (0.79%) Apigee
19 33 (0.77%) AWS CloudFormation
20 32 (0.75%) npm
Communications & Networking
1 114 (2.66%) HTTP
2 106 (2.48%) Internet
3 70 (1.63%) DNS
4 60 (1.40%) Firewall
5 39 (0.91%) VPN
6 32 (0.75%) TCP/IP
7 25 (0.58%) SSL
8 21 (0.49%) Reverse Proxy
9 19 (0.44%) Bluetooth
10 18 (0.42%) AMQP
10 18 (0.42%) HTTPS
11 16 (0.37%) DHCP
12 15 (0.35%) Extranet
12 15 (0.35%) VoIP
13 13 (0.30%) Ethernet
13 13 (0.30%) LAN
13 13 (0.30%) WAN
14 11 (0.26%) Unified Communications
14 11 (0.26%) WLAN
15 10 (0.23%) VLAN
Database & Business Intelligence
1 1,153 (26.93%) MongoDB
2 1,052 (24.57%) SQL Server
3 904 (21.11%) Big Data
4 842 (19.66%) Hadoop
5 639 (14.92%) MySQL
6 627 (14.64%) Apache Cassandra
7 469 (10.95%) Relational Database
8 383 (8.94%) PostgreSQL
9 352 (8.22%) Apache Hive
10 342 (7.99%) HBase
11 293 (6.84%) SQL Server 2016
12 281 (6.56%) Redis
13 270 (6.31%) Data Warehouse
14 239 (5.58%) Amazon Redshift
15 220 (5.14%) Amazon DynamoDB
16 186 (4.34%) RDBMS
17 173 (4.04%) CouchDB
18 153 (3.57%) Flink
19 149 (3.48%) Couchbase
20 148 (3.46%) Impala
Development Applications
1 1,093 (25.53%) Git (software)
2 521 (12.17%) Jenkins
3 208 (4.86%) JIRA
4 184 (4.30%) Maven
5 157 (3.67%) Subversion
6 131 (3.06%) JUnit
7 118 (2.76%) TeamCity
8 112 (2.62%) Selenium
9 105 (2.45%) Gradle
9 105 (2.45%) Mercurial
10 102 (2.38%) Atlassian Bamboo
11 101 (2.36%) GitLab
12 99 (2.31%) Team Foundation Server
13 96 (2.24%) Visual Studio
14 68 (1.59%) Vagrant
15 67 (1.56%) Octopus Deploy
16 66 (1.54%) Visual Studio Team System
17 64 (1.49%) Cucumber
18 61 (1.42%) webpack
19 60 (1.40%) Mockito
General
1 701 (16.37%) Finance
2 260 (6.07%) Retail
3 257 (6.00%) Banking
4 176 (4.11%) Games
5 159 (3.71%) Law
6 155 (3.62%) Marketing
7 137 (3.20%) Military
8 129 (3.01%) Telecoms
9 58 (1.35%) Investment Banking
10 57 (1.33%) Advertising
11 52 (1.21%) Publishing
12 42 (0.98%) Manufacturing
13 34 (0.79%) Financial Institution
14 30 (0.70%) Legal
15 27 (0.63%) Automotive
15 27 (0.63%) Electronics
16 22 (0.51%) Music Industry
17 14 (0.33%) Pharmaceutical
18 12 (0.28%) Back Office
18 12 (0.28%) Front Office
Job Titles
1 2,321 (54.20%) Developer
2 699 (16.32%) .NET Developer
3 646 (15.09%) Java Developer
4 477 (11.14%) Senior Developer
5 433 (10.11%) Data Engineer
6 406 (9.48%) Architect
7 397 (9.27%) C# Developer
8 362 (8.45%) Software Engineer
9 281 (6.56%) C# .NET Developer
10 228 (5.32%) Big Data Engineer
11 221 (5.16%) Software Developer
12 194 (4.53%) Data Architect
13 185 (4.32%) Full Stack Developer
14 178 (4.16%) DevOps Engineer
15 173 (4.04%) ASP.NET Developer
16 169 (3.95%) C# ASP.NET Developer
17 168 (3.92%) Java Engineer
18 161 (3.76%) Senior Java Developer
19 160 (3.74%) Python Developer
20 143 (3.34%) Python Engineer
Libraries, Frameworks & Software Standards
1 1,115 (26.04%) .NET
2 892 (20.83%) RESTful
3 787 (18.38%) Node.js
4 778 (18.17%) CSS
5 760 (17.75%) HTML
6 751 (17.54%) AngularJS
7 706 (16.49%) Kafka
8 645 (15.06%) ASP.NET Web API
9 625 (14.60%) ASP.NET
10 597 (13.94%) Web Services
11 579 (13.52%) Spring
12 539 (12.59%) ASP.NET MVC
13 532 (12.42%) React
14 526 (12.28%) REST
15 413 (9.65%) .NET Core
16 366 (8.55%) .NET Framework
17 290 (6.77%) WCF
18 287 (6.70%) Entity Framework
19 276 (6.45%) HTML5
20 241 (5.63%) JSON
Miscellaneous
1 358 (8.36%) Greenfield Project
2 260 (6.07%) Fintech
3 232 (5.42%) Algorithms
4 211 (4.93%) Analytical Skills
5 182 (4.25%) Data Structures
6 139 (3.25%) Enterprise Software
6 139 (3.25%) User Experience
7 112 (2.62%) Mobile App
8 95 (2.22%) Cloud Native
9 81 (1.89%) Hedge funds
10 69 (1.61%) Self-Motivation
11 64 (1.49%) Clustering
11 64 (1.49%) Linux Command Line
12 63 (1.47%) Social Media
13 62 (1.45%) Public Cloud
14 55 (1.28%) Replication
15 41 (0.96%) N-Tier
16 40 (0.93%) Social Network
16 40 (0.93%) Video on Demand
17 39 (0.91%) Blog
Operating Systems
1 768 (17.94%) Linux
2 353 (8.24%) Windows
3 219 (5.11%) Unix
4 104 (2.43%) Red Hat Enterprise Linux
5 101 (2.36%) CentOS
6 77 (1.80%) Ubuntu
7 74 (1.73%) Android
8 68 (1.59%) Apple iOS
9 62 (1.45%) Windows Server
10 31 (0.72%) Windows Server 2012
11 24 (0.56%) Fedora
12 21 (0.49%) SUSE
13 20 (0.47%) Windows 7
14 14 (0.33%) Windows 10
15 12 (0.28%) Windows Server 2008
16 11 (0.26%) Windows 8
17 10 (0.23%) Mac OS X
18 9 (0.21%) Debian
19 6 (0.14%) CoreOS
19 6 (0.14%) Windows NT
Processes & Methodologies
1 2,397 (55.98%) Agile Software Development
2 1,206 (28.16%) TDD
3 990 (23.12%) Software Engineering
4 967 (22.58%) Microservices
5 902 (21.06%) MVC
6 878 (20.50%) DevOps
7 723 (16.88%) Scrum
8 691 (16.14%) Continuous Integration
9 636 (14.85%) Analytics
10 593 (13.85%) BDD
11 580 (13.55%) OO
12 501 (11.70%) Test Automation
13 475 (11.09%) Machine Learning
14 440 (10.28%) Open Source
15 426 (9.95%) Computer Science
16 414 (9.67%) Data Modelling
16 414 (9.67%) Web Application Development
17 363 (8.48%) Business Intelligence
18 349 (8.15%) ETL
19 321 (7.50%) Mentoring
Programming Languages
1 2,067 (48.27%) SQL
2 1,943 (45.38%) Java
3 1,418 (33.12%) Python
4 1,296 (30.27%) JavaScript
5 1,257 (29.36%) C#
6 602 (14.06%) Scala
7 465 (10.86%) Ruby
8 327 (7.64%) Java 8
9 267 (6.24%) PHP
10 193 (4.51%) Go
11 162 (3.78%) C++
12 135 (3.15%) TypeScript
13 132 (3.08%) Bash Shell
13 132 (3.08%) PowerShell
14 120 (2.80%) T-SQL
15 112 (2.62%) R
16 105 (2.45%) ES6
17 80 (1.87%) C
18 77 (1.80%) Kotlin
19 72 (1.68%) Perl
Qualifications
1 567 (13.24%) Degree
2 232 (5.42%) Computer Science Degree
3 64 (1.49%) AWS Certification
4 53 (1.24%) Numerate Degree
5 41 (0.96%) Security Cleared
6 37 (0.86%) PhD
7 30 (0.70%) Microsoft Certification
8 28 (0.65%) Master's Degree
9 23 (0.54%) MCSA
10 18 (0.42%) TOGAF Certification
11 16 (0.37%) RHCE
11 16 (0.37%) RHCSA
12 15 (0.35%) SC Cleared
13 8 (0.19%) MCP
14 6 (0.14%) DV Cleared
15 2 (0.047%) CEH
15 2 (0.047%) CISSP
15 2 (0.047%) MCSE
15 2 (0.047%) PMI Certification
16 1 (0.023%) ITIL Certification
Quality Assurance & Compliance
1 224 (5.23%) QA
2 62 (1.45%) Data Quality
3 50 (1.17%) GDPR
4 16 (0.37%) ISO/IEC 27001
5 10 (0.23%) MiFID
5 10 (0.23%) PCI DSS
5 10 (0.23%) PSD2
6 7 (0.16%) ISO/IEC 20000
7 6 (0.14%) HL7
8 5 (0.12%) ISO 9001
9 4 (0.093%) HIPAA
9 4 (0.093%) IFRS
9 4 (0.093%) SLA
9 4 (0.093%) Solvency II
10 3 (0.070%) PA-DSS
11 2 (0.047%) ISO 14001
11 2 (0.047%) WAI
12 1 (0.023%) COBIT
12 1 (0.023%) ISO 22301
12 1 (0.023%) WCAG
System Software
1 802 (18.73%) Docker
2 151 (3.53%) Apache Flume
3 95 (2.22%) HDFS
4 93 (2.17%) Apache ZooKeeper
5 78 (1.82%) VMware Infrastructure
6 33 (0.77%) Active Directory
7 32 (0.75%) Hyper-V
8 18 (0.42%) VMware ESXi
9 16 (0.37%) Virtual Machines
10 10 (0.23%) iptables
10 10 (0.23%) Terminal Services
10 10 (0.23%) XenDesktop
11 9 (0.21%) VirtualBox
12 7 (0.16%) KVM
13 6 (0.14%) Firmware
13 6 (0.14%) NFS
14 5 (0.12%) etcd
14 5 (0.12%) pfSense
15 4 (0.093%) Samba
15 4 (0.093%) VMware NSX
Systems Management
1 512 (11.96%) Kubernetes
2 242 (5.65%) Ansible
3 209 (4.88%) Puppet
4 181 (4.23%) Terraform
5 175 (4.09%) Oozie
6 156 (3.64%) Opscode Chef
7 126 (2.94%) Hadoop YARN
8 88 (2.06%) Kibana
9 86 (2.01%) Prometheus
10 66 (1.54%) Grafana
11 65 (1.52%) logstash
12 59 (1.38%) Ambari
13 54 (1.26%) Docker Swarm
14 41 (0.96%) Mesos
15 34 (0.79%) Packer
16 31 (0.72%) Failover Clustering
17 22 (0.51%) Rancher
18 21 (0.49%) Consul
18 21 (0.49%) Perfmon
19 19 (0.44%) Graphite
Vendors
1 471 (11.00%) Microsoft
2 349 (8.15%) Oracle
3 321 (7.50%) Google
4 238 (5.56%) Cloudera
5 168 (3.92%) Hortonworks
6 162 (3.78%) Tableau
7 135 (3.15%) Databricks
8 107 (2.50%) MapR
9 105 (2.45%) Red Hat
10 90 (2.10%) VMware
11 83 (1.94%) IBM
12 80 (1.87%) SAP
13 76 (1.77%) Splunk
14 74 (1.73%) Talend
15 71 (1.66%) Informatica
16 47 (1.10%) Atlassian
17 43 (1.00%) Apple
18 42 (0.98%) Facebook
19 36 (0.84%) Salesforce.com
19 36 (0.84%) Sony