Period
to 27 January 2020

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 27 January 2020 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
27 Jan 2020
Same period 2019 Same period 2018
Rank 124 92 81
Rank change year-on-year -32 -11 +3
Permanent jobs citing NoSQL 3,039 4,642 5,854
As % of all permanent IT jobs advertised in England 2.63% 3.33% 3.61%
As % of the Database & Business Intelligence category 9.81% 11.68% 11.80%
Number of salaries quoted 2,531 3,889 4,980
England median annual salary £62,203 £60,000 £55,000
Median salary % change year-on-year +3.67% +9.09% -4.35%
10th Percentile £36,250 £35,000 £32,950
90th Percentile £98,750 £91,250 £85,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -2.65%

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 30,974 39,731 49,613
As % of all permanent IT jobs advertised in England 26.84% 28.52% 30.60%
Number of salaries quoted 25,622 32,897 41,606
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £90,000 £85,000 £77,500
UK median annual salary £52,500 £52,500 £48,000
% change year-on-year - +9.38% +1.05%

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 27 January 2020.

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 27 January 2020. 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 -20 1,775 £70,000 +3.70% 320
North of England -23 443 £52,500 +5.00% 117
South East -67 375 £55,000 +4.76% 82
North West -23 273 £52,500 - 65
Midlands -43 161 £52,500 +5.00% 54
South West -12 151 £47,500 -5.00% 38
Yorkshire +1 136 £54,671 +21.49% 40
West Midlands -25 116 £52,500 +5.00% 28
East of England -5 106 £57,500 +15.00% 54
East Midlands -16 45 £50,000 +11.11% 26
North East -31 34 £54,559 +10.58% 12
NoSQL
UK

For the 6 months to 27 January 2020, 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 1,637 (53.87%) Agile Software Development
2 1,636 (53.83%) SQL
3 1,266 (41.66%) AWS
4 1,192 (39.22%) Java
5 1,028 (33.83%) JavaScript
6 1,019 (33.53%) Azure
7 962 (31.66%) Microservices
8 910 (29.94%) Git (software)
9 899 (29.58%) Docker
10 897 (29.52%) C#
11 868 (28.56%) .NET
12 860 (28.30%) Python
13 796 (26.19%) TDD
14 749 (24.65%) Software Engineering
15 735 (24.19%) SQL Server
16 734 (24.15%) DevOps
17 706 (23.23%) Kubernetes
18 702 (23.10%) Node.js
19 634 (20.86%) MongoDB
20 630 (20.73%) Finance
21 601 (19.78%) RESTful
22 554 (18.23%) Big Data
23 551 (18.13%) MVC
24 523 (17.21%) Analytics
25 511 (16.81%) Scrum
26 509 (16.75%) Linux
27 495 (16.29%) AngularJS
28 471 (15.50%) React
29 464 (15.27%) ASP.NET
30 450 (14.81%) MySQL

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
1 380 (12.50%) Apache Spark
2 234 (7.70%) Elasticsearch
3 83 (2.73%) Apache
4 62 (2.04%) Confluence
5 46 (1.51%) Tomcat
6 41 (1.35%) JBoss
7 36 (1.18%) Apache Solr
8 34 (1.12%) Apache Airflow
8 34 (1.12%) nginx
9 28 (0.92%) WordPress
10 26 (0.86%) OpenStack
11 20 (0.66%) SAS
12 17 (0.56%) Oracle SOA Suite
13 15 (0.49%) CMS
14 14 (0.46%) WebLogic
15 13 (0.43%) Cloud Foundry
15 13 (0.43%) Jetty
16 11 (0.36%) Apache Pig
16 11 (0.36%) Luigi
17 10 (0.33%) Mule
Applications
1 20 (0.66%) MS Visio
2 15 (0.49%) Microsoft Excel
3 13 (0.43%) Photoshop
4 8 (0.26%) Adobe Illustrator
5 2 (0.066%) Microsoft Office
6 1 (0.033%) Chatbot
6 1 (0.033%) Microsoft PowerPoint
6 1 (0.033%) SPSS
Business Applications
1 19 (0.63%) FINCAD Analytics
2 8 (0.26%) Adobe Campaign
2 8 (0.26%) Magento
3 6 (0.20%) Dynamics CRM
4 5 (0.16%) NetSuite
5 3 (0.099%) Distributed Ledger
6 2 (0.066%) Dynamics NAV
6 2 (0.066%) Eikon
6 2 (0.066%) Oracle Applications
7 1 (0.033%) Payment Gateway
7 1 (0.033%) SAP ERP
7 1 (0.033%) SAP InfiniteInsight
7 1 (0.033%) Workday HCM
Cloud Services
1 1,266 (41.66%) AWS
2 1,019 (33.53%) Azure
3 443 (14.58%) GCP
4 160 (5.26%) Serverless
5 159 (5.23%) Amazon S3
6 143 (4.71%) SaaS
7 125 (4.11%) GitHub
8 119 (3.92%) Amazon EMR
9 95 (3.13%) Power Platform
10 92 (3.03%) AWS Lambda
11 89 (2.93%) Cloud Computing
12 88 (2.90%) OpenShift
13 82 (2.70%) Amazon EC2
14 57 (1.88%) IBM Cloud
15 51 (1.68%) Amazon ECS
15 51 (1.68%) Azure Data Factory
16 50 (1.65%) PaaS
17 43 (1.41%) IaaS
18 41 (1.35%) Amazon Kinesis
19 38 (1.25%) AWS CloudFormation
Communications & Networking
1 71 (2.34%) HTTP
2 42 (1.38%) Internet
3 37 (1.22%) TCP/IP
4 34 (1.12%) DNS
5 24 (0.79%) Extranet
6 19 (0.63%) Firewall
7 18 (0.59%) VPN
8 15 (0.49%) SSL
9 10 (0.33%) RFID
10 9 (0.30%) ZigBee
11 8 (0.26%) AMQP
11 8 (0.26%) FTP
12 7 (0.23%) LAN
13 6 (0.20%) WAN
14 5 (0.16%) DHCP
15 4 (0.13%) ATM
16 3 (0.099%) Skype
17 2 (0.066%) HTTPS
17 2 (0.066%) Network Security
17 2 (0.066%) Wireshark
Database & Business Intelligence
1 735 (24.19%) SQL Server
2 634 (20.86%) MongoDB
3 554 (18.23%) Big Data
4 450 (14.81%) MySQL
5 424 (13.95%) Hadoop
6 402 (13.23%) PostgreSQL
7 297 (9.77%) Relational Database
8 268 (8.82%) Redis
9 233 (7.67%) Apache Cassandra
10 215 (7.07%) Data Warehouse
11 176 (5.79%) Amazon DynamoDB
12 169 (5.56%) SQL Server 2016
13 149 (4.90%) Apache Hive
14 113 (3.72%) RDBMS
15 112 (3.69%) Amazon Redshift
16 111 (3.65%) Neo4j
17 95 (3.13%) Power BI
18 92 (3.03%) SQL Server Integration Services
19 88 (2.90%) Data Lake
20 80 (2.63%) Cosmos DB
Development Applications
1 910 (29.94%) Git (software)
2 383 (12.60%) Jenkins
3 150 (4.94%) JIRA
4 105 (3.46%) Octopus Deploy
5 104 (3.42%) JUnit
6 96 (3.16%) Atlassian Bamboo
7 92 (3.03%) Maven
8 84 (2.76%) GitLab
9 73 (2.40%) Visual Studio
10 72 (2.37%) NUnit
11 70 (2.30%) Selenium
12 63 (2.07%) Visual Studio Team System
13 61 (2.01%) Subversion
14 60 (1.97%) Vagrant
15 56 (1.84%) Artifactory
16 50 (1.65%) TeamCity
17 47 (1.55%) Team Foundation Server
18 44 (1.45%) Jasmine
19 38 (1.25%) Karma Test Runner
20 36 (1.18%) Bitbucket
General
1 630 (20.73%) Finance
2 162 (5.33%) Public Sector
3 152 (5.00%) Retail
4 148 (4.87%) Front Office
5 146 (4.80%) Banking
6 130 (4.28%) Games
7 97 (3.19%) Marketing
8 50 (1.65%) Telecoms
9 47 (1.55%) Manufacturing
10 44 (1.45%) Financial Institution
11 33 (1.09%) Advertising
12 27 (0.89%) Automotive
13 23 (0.76%) Investment Banking
14 22 (0.72%) Law
15 17 (0.56%) Legal
16 14 (0.46%) Music Industry
17 12 (0.39%) Electronics
18 9 (0.30%) Publishing
19 8 (0.26%) Aerospace
19 8 (0.26%) Multimedia
Job Titles
1 1,513 (49.79%) Developer
2 467 (15.37%) .NET Developer
3 413 (13.59%) Java Developer
4 387 (12.73%) Senior Developer
5 376 (12.37%) Software Engineer
6 281 (9.25%) C# Developer
7 255 (8.39%) Architect
8 246 (8.09%) Data Engineer
9 224 (7.37%) C# .NET Developer
10 156 (5.13%) Java Engineer
11 143 (4.71%) Senior Java Developer
12 128 (4.21%) Data Architect
13 127 (4.18%) DevOps Engineer
13 127 (4.18%) Software Developer
14 126 (4.15%) Full Stack Developer
15 115 (3.78%) Java Software Engineer
16 109 (3.59%) Junior
17 106 (3.49%) ASP.NET Developer
17 106 (3.49%) C# ASP.NET Developer
18 104 (3.42%) AWS Engineer
Libraries, Frameworks & Software Standards
1 868 (28.56%) .NET
2 702 (23.10%) Node.js
3 601 (19.78%) RESTful
4 495 (16.29%) AngularJS
5 471 (15.50%) React
6 464 (15.27%) ASP.NET
7 435 (14.31%) HTML
8 430 (14.15%) CSS
9 414 (13.62%) ASP.NET Web API
10 395 (13.00%) Web Services
11 364 (11.98%) ASP.NET MVC
12 352 (11.58%) Spring
13 345 (11.35%) .NET Core
14 338 (11.12%) REST
15 286 (9.41%) Kafka
16 283 (9.31%) .NET Framework
17 267 (8.79%) Spring Boot
18 224 (7.37%) Entity Framework
19 196 (6.45%) WCF
20 148 (4.87%) ASP.NET MVC 5
Miscellaneous
1 245 (8.06%) Greenfield Project
2 181 (5.96%) Analytical Skills
3 138 (4.54%) Algorithms
4 122 (4.01%) Public Cloud
5 117 (3.85%) Data Structures
6 112 (3.69%) Derivative
7 107 (3.52%) Blog
8 103 (3.39%) Fixed Income
9 92 (3.03%) Hedge funds
9 92 (3.03%) User Experience
10 91 (2.99%) Equity Derivative
11 90 (2.96%) Equities
12 85 (2.80%) Mobile App
13 73 (2.40%) Cloud Native
14 72 (2.37%) Management Information System
15 69 (2.27%) Enterprise Software
16 64 (2.11%) Self-Motivation
17 43 (1.41%) Foreign Exchange (FX)
18 41 (1.35%) Virtual Team
19 30 (0.99%) Linux Command Line
Operating Systems
1 509 (16.75%) Linux
2 210 (6.91%) Unix
3 171 (5.63%) Windows
4 61 (2.01%) Mac OS X
5 59 (1.94%) Apple iOS
6 57 (1.88%) Android
7 33 (1.09%) CentOS
7 33 (1.09%) Red Hat Enterprise Linux
8 15 (0.49%) Windows Server
9 13 (0.43%) Mac OS
10 11 (0.36%) Solaris
11 8 (0.26%) Debian
12 7 (0.23%) Ubuntu
12 7 (0.23%) Windows Server 2012
13 6 (0.20%) CoreOS
14 5 (0.16%) Windows 10
15 4 (0.13%) VME
16 1 (0.033%) Embedded Linux
16 1 (0.033%) FreeBSD
16 1 (0.033%) Nucleus RTOS
Processes & Methodologies
1 1,637 (53.87%) Agile Software Development
2 962 (31.66%) Microservices
3 796 (26.19%) TDD
4 749 (24.65%) Software Engineering
5 734 (24.15%) DevOps
6 551 (18.13%) MVC
7 523 (17.21%) Analytics
8 511 (16.81%) Scrum
9 441 (14.51%) Continuous Integration
10 419 (13.79%) BDD
11 404 (13.29%) Machine Learning
12 382 (12.57%) Open Source
13 349 (11.48%) Mentoring
14 348 (11.45%) OO
15 336 (11.06%) Test Automation
16 322 (10.60%) Data Science
17 303 (9.97%) Computer Science
18 281 (9.25%) ETL
19 278 (9.15%) Web Application Development
20 268 (8.82%) Data Modelling
Programming Languages
1 1,636 (53.83%) SQL
2 1,192 (39.22%) Java
3 1,028 (33.83%) JavaScript
4 897 (29.52%) C#
5 860 (28.30%) Python
6 287 (9.44%) Scala
7 248 (8.16%) Ruby
8 221 (7.27%) TypeScript
9 215 (7.07%) C++
10 199 (6.55%) PHP
11 179 (5.89%) R
12 176 (5.79%) Java 8
13 113 (3.72%) Go
14 102 (3.36%) T-SQL
15 91 (2.99%) Bash Shell
16 74 (2.44%) PowerShell
17 70 (2.30%) C
18 56 (1.84%) Perl
19 53 (1.74%) Kotlin
20 49 (1.61%) ES6
Qualifications
1 351 (11.55%) Degree
2 191 (6.28%) Computer Science Degree
3 31 (1.02%) Security Cleared
4 25 (0.82%) PhD
5 22 (0.72%) Master's Degree
6 21 (0.69%) AWS Certification
6 21 (0.69%) DV Cleared
7 17 (0.56%) SC Cleared
8 9 (0.30%) MBA
8 9 (0.30%) Microsoft Certification
9 8 (0.26%) MCP
10 5 (0.16%) HND
11 4 (0.13%) ITIL Certification
11 4 (0.13%) PMI Certification
12 3 (0.099%) Numerate Degree
12 3 (0.099%) PRINCE2 Certification
12 3 (0.099%) SAFe Agilist
13 2 (0.066%) MCSA
13 2 (0.066%) Postgraduate
14 1 (0.033%) ISEB
Quality Assurance & Compliance
1 200 (6.58%) QA
2 88 (2.90%) Data Quality
3 25 (0.82%) GDPR
4 13 (0.43%) ISO/IEC 27001
5 7 (0.23%) ISO/IEC 20000
6 2 (0.066%) PCI DSS
6 2 (0.066%) SLA
7 1 (0.033%) PSD2
7 1 (0.033%) WAI
System Software
1 899 (29.58%) Docker
2 68 (2.24%) HDFS
3 47 (1.55%) VirtualBox
4 22 (0.72%) Active Directory
5 19 (0.63%) VMware Infrastructure
6 16 (0.53%) Apache ZooKeeper
7 12 (0.39%) Apache Flume
8 11 (0.36%) Hyper-V
9 10 (0.33%) Virtual Machines
10 3 (0.099%) vSphere
11 2 (0.066%) Postfix
11 2 (0.066%) Varnish
11 2 (0.066%) vCloud
12 1 (0.033%) Firmware
12 1 (0.033%) GlusterFS
12 1 (0.033%) KVM
12 1 (0.033%) oVirt
12 1 (0.033%) QEMU
12 1 (0.033%) Virtual Desktop
12 1 (0.033%) Virtual Servers
Systems Management
1 706 (23.23%) Kubernetes
2 212 (6.98%) Terraform
3 171 (5.63%) Ansible
4 151 (4.97%) Puppet
5 87 (2.86%) Docker Swarm
6 67 (2.20%) Opscode Chef
7 54 (1.78%) Prometheus
8 46 (1.51%) Grafana
9 42 (1.38%) Packer
10 25 (0.82%) Consul
10 25 (0.82%) Graphite
11 24 (0.79%) Hadoop YARN
12 20 (0.66%) Automic
13 16 (0.53%) Kibana
14 14 (0.46%) logstash
14 14 (0.46%) Rancher
15 13 (0.43%) Data Guard
15 13 (0.43%) Mesos
16 12 (0.39%) Cloudify
17 10 (0.33%) Marathon
Vendors
1 321 (10.56%) Microsoft
2 250 (8.23%) Google
3 215 (7.07%) Oracle
4 114 (3.75%) Cloudera
5 86 (2.83%) Tableau
6 84 (2.76%) IBM
7 79 (2.60%) Hortonworks
8 61 (2.01%) Databricks
9 51 (1.68%) Informatica
9 51 (1.68%) SAP
9 51 (1.68%) Talend
10 39 (1.28%) Facebook
11 30 (0.99%) Apple
12 25 (0.82%) Cadence
13 23 (0.76%) Salesforce.com
13 23 (0.76%) Splunk
14 22 (0.72%) Dataiku
15 20 (0.66%) FactSet
16 19 (0.63%) VMware
17 18 (0.59%) InterSystems