Period
to

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 4 July 2022 with a comparison to the same period in the previous 2 years.

NoSQL
UK > England
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 76 82 111
Rank change year-on-year +6 +29 +15
Permanent jobs citing NoSQL 6,109 3,561 2,127
As % of all permanent jobs advertised in England 4.02% 3.72% 2.92%
As % of the Database & Business Intelligence category 14.65% 13.41% 10.74%
Number of salaries quoted 1,813 2,292 1,802
10th Percentile £46,250 £40,000 £41,250
25th Percentile £53,750 £47,500 £48,750
Median annual salary (50th Percentile) £70,000 £65,000 £64,250
Median % change year-on-year +7.69% +1.17% +2.80%
75th Percentile £90,000 £81,250 £82,500
90th Percentile £105,000 £95,000 £101,250
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

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 41,707 26,562 19,813
As % of all permanent IT jobs advertised in England 27.48% 27.78% 27.21%
Number of salaries quoted 19,231 18,622 16,436
10th Percentile £36,250 £34,500 £32,500
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +4.76%
75th Percentile £80,250 £75,000 £73,750
90th Percentile £96,250 £91,250 £90,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

NoSQL
Job Vacancy Trend in England

Job postings citing NoSQL as a proportion of all IT jobs advertised in England.

Job vacancy trend for NoSQL in England

NoSQL
Salary Trend in England

3-month moving average salary quoted in jobs citing NoSQL in England.

Salary trend for NoSQL in England

NoSQL
Salary Histogram in England

Salary distribution for jobs citing NoSQL in England over the 6 months to 4 July 2022.

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 4 July 2022. 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
Jobs
London -5 3,958 £80,000 +6.67% 172
South East -14 717 £70,000 +16.67% 32
North of England -27 546 £57,500 +4.55% 57
North West +37 351 £57,500 +6.48% 21
South West +22 336 £52,500 +5.00% 23
Midlands +10 300 £61,250 +2.08% 44
West Midlands -12 196 £65,000 +8.33% 28
East of England -6 172 £62,500 +19.05% 12
Yorkshire -80 159 £60,000 +9.09% 26
East Midlands +18 104 £57,500 +9.52% 15
North East -46 37 £62,500 +13.64% 10
NoSQL
UK

For the 6 months to 4 July 2022, 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 3,722 (60.93%) SQL
2 3,624 (59.32%) Agile
3 3,419 (55.97%) AWS
4 2,835 (46.41%) Java
5 2,640 (43.21%) Azure
6 2,567 (42.02%) Python
7 2,557 (41.86%) Docker
8 2,512 (41.12%) CI/CD
9 2,435 (39.86%) Software Engineering
10 2,377 (38.91%) Microservices
11 2,241 (36.68%) JavaScript
12 2,168 (35.49%) Kubernetes
13 2,075 (33.97%) Finance
14 2,012 (32.94%) Git (software)
15 1,720 (28.16%) Node.js
16 1,716 (28.09%) DevOps
17 1,595 (26.11%) GCP
18 1,555 (25.45%) .NET
19 1,535 (25.13%) Social Skills
20 1,505 (24.64%) React
21 1,485 (24.31%) MongoDB
22 1,464 (23.96%) Test Automation
23 1,320 (21.61%) Kafka
24 1,306 (21.38%) TDD
25 1,264 (20.69%) RESTful
26 1,249 (20.45%) Full Stack Development
27 1,211 (19.82%) C#
28 1,199 (19.63%) Serverless
29 1,170 (19.15%) HTML
30 1,130 (18.50%) CSS

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
1 726 (11.88%) Apache Spark
2 291 (4.76%) Apache Airflow
3 289 (4.73%) Apache
4 145 (2.37%) Confluence
5 141 (2.31%) nginx
6 138 (2.26%) CMS
7 82 (1.34%) Headless CMS
8 64 (1.05%) Apache Pulsar
9 63 (1.03%) Tornado
10 47 (0.77%) Tomcat
11 44 (0.72%) IIS
12 42 (0.69%) Oracle Workflow
13 32 (0.52%) Luigi
14 29 (0.47%) Apache Solr
15 27 (0.44%) OpenStack
16 24 (0.39%) Apache Pig
17 20 (0.33%) WebSphere
18 18 (0.29%) Jetty
19 17 (0.28%) JBoss
20 16 (0.26%) SAS
Applications
1 38 (0.62%) Chatbot
2 37 (0.61%) Campfire
3 25 (0.41%) MS Visio
4 20 (0.33%) Microsoft Excel
5 12 (0.20%) Microsoft Office
6 8 (0.13%) Microsoft Project
7 4 (0.065%) AutoCAD
7 4 (0.065%) Revit
8 3 (0.049%) SPSS
9 2 (0.033%) FileZilla
9 2 (0.033%) Pipeline Pilot
9 2 (0.033%) Stata
10 1 (0.016%) Microsoft PowerPoint
Business Applications
1 68 (1.11%) Payment Gateway
2 25 (0.41%) Oracle BPM
3 21 (0.34%) Dynamics CRM
4 19 (0.31%) Magento
5 10 (0.16%) Distributed Ledger
6 8 (0.13%) SAP Oil and Gas
6 8 (0.13%) Temenos T24
7 7 (0.11%) R3 Corda
8 2 (0.033%) Maximo
8 2 (0.033%) Primavera
9 1 (0.016%) Dynamics GP
9 1 (0.016%) Dynamics NAV
9 1 (0.016%) Oracle ERP
9 1 (0.016%) SAP Hybris
9 1 (0.016%) SimCorp Dimension
9 1 (0.016%) Sparx Enterprise Architect
9 1 (0.016%) SystmOne
Cloud Services
1 3,419 (55.97%) AWS
2 2,640 (43.21%) Azure
3 1,595 (26.11%) GCP
4 1,199 (19.63%) Serverless
5 654 (10.71%) GitHub
6 613 (10.03%) AWS Lambda
7 504 (8.25%) SaaS
8 303 (4.96%) OpenShift
9 291 (4.76%) Amazon Kinesis
10 282 (4.62%) Azure DevOps
11 274 (4.49%) Amazon S3
12 246 (4.03%) Power Platform
13 243 (3.98%) Azure Cosmos DB
14 233 (3.81%) Cloud Computing
15 218 (3.57%) Snowflake
16 199 (3.26%) Cloud Functions
17 195 (3.19%) AWS CloudFormation
18 182 (2.98%) PaaS
19 168 (2.75%) Azure Functions
20 148 (2.42%) Amazon SQS
Communications & Networking
1 758 (12.41%) HTTP
2 376 (6.15%) SSL
3 258 (4.22%) Internet
4 84 (1.38%) Broadband
5 66 (1.08%) Firewall
6 51 (0.83%) DNS
7 37 (0.61%) MQTT
8 32 (0.52%) SMS
8 32 (0.52%) TCP/IP
9 25 (0.41%) FTP
10 24 (0.39%) SSH
11 22 (0.36%) AMQP
12 21 (0.34%) VPN
13 16 (0.26%) 5G
14 14 (0.23%) WAN
15 12 (0.20%) DKIM
15 12 (0.20%) DMARC
16 10 (0.16%) MPLS
17 9 (0.15%) BGP
17 9 (0.15%) SMTP
Database & Business Intelligence
1 1,485 (24.31%) MongoDB
2 1,079 (17.66%) Relational Database
3 961 (15.73%) PostgreSQL
4 912 (14.93%) MySQL
5 802 (13.13%) SQL Server
6 717 (11.74%) Big Data
7 592 (9.69%) Apache Cassandra
8 558 (9.13%) Hadoop
9 528 (8.64%) Elasticsearch
10 480 (7.86%) Data Warehouse
11 437 (7.15%) DynamoDB
12 414 (6.78%) Data Lake
13 381 (6.24%) Redis
14 332 (5.43%) Flink
15 319 (5.22%) RDBMS
16 249 (4.08%) Amazon Redshift
17 246 (4.03%) BigQuery
18 242 (3.96%) Power BI
19 200 (3.27%) HBase
20 170 (2.78%) SQL Server Integration Services
Development Applications
1 2,012 (32.94%) Git (software)
2 931 (15.24%) Jenkins
3 558 (9.13%) Maven
4 491 (8.04%) JIRA
5 390 (6.38%) Gradle
6 340 (5.57%) GitLab
7 240 (3.93%) Subversion
8 229 (3.75%) JUnit
9 208 (3.40%) Ant
10 201 (3.29%) Mockito
11 153 (2.50%) Cypress.io
12 146 (2.39%) Selenium
13 144 (2.36%) Bitbucket
13 144 (2.36%) Octopus Deploy
14 126 (2.06%) TeamCity
15 124 (2.03%) webpack
16 123 (2.01%) Atlassian Bamboo
17 121 (1.98%) Cucumber
18 120 (1.96%) Artifactory
19 112 (1.83%) CircleCI
General
1 2,075 (33.97%) Finance
2 1,535 (25.13%) Social Skills
3 704 (11.52%) Banking
4 677 (11.08%) Inclusion and Diversity
5 632 (10.35%) Marketing
6 517 (8.46%) Analytical Skills
7 509 (8.33%) Games
8 452 (7.40%) Retail
9 249 (4.08%) Manufacturing
10 244 (3.99%) Law
11 168 (2.75%) Public Sector
12 153 (2.50%) Telecoms
13 138 (2.26%) Automotive
14 135 (2.21%) Legal
15 113 (1.85%) Back Office
15 113 (1.85%) Organisational Skills
16 84 (1.38%) Presentation Skills
17 72 (1.18%) Online Betting
18 63 (1.03%) Electronics
19 60 (0.98%) Influencing Skills
Job Titles
1 1,992 (32.61%) Developer
2 1,543 (25.26%) Software Engineer
3 577 (9.45%) Data Engineer
4 558 (9.13%) Java Developer
5 554 (9.07%) Senior Developer
6 507 (8.30%) Java Engineer
7 429 (7.02%) Senior Software Engineer
8 423 (6.92%) Full Stack Developer
9 346 (5.66%) Architect
10 277 (4.53%) DevOps Engineer
11 272 (4.45%) Senior Java Engineer
12 252 (4.13%) Backend Developer
13 205 (3.36%) Java Software Engineer
14 187 (3.06%) Lead Developer
15 179 (2.93%) Senior Java Developer
16 164 (2.68%) Software Developer
17 162 (2.65%) Solutions Architect
18 159 (2.60%) .NET Developer
19 141 (2.31%) Senior Data Engineer
20 133 (2.18%) Senior DevOps
Libraries, Frameworks & Software Standards
1 1,720 (28.16%) Node.js
2 1,555 (25.45%) .NET
3 1,505 (24.64%) React
4 1,320 (21.61%) Kafka
5 1,264 (20.69%) RESTful
6 1,170 (19.15%) HTML
7 1,130 (18.50%) CSS
8 1,122 (18.37%) Spring
9 1,071 (17.53%) REST
10 1,060 (17.35%) AngularJS
11 846 (13.85%) ASP.NET
12 747 (12.23%) Spring Boot
13 639 (10.46%) RabbitMQ
14 488 (7.99%) GraphQL
15 479 (7.84%) Web Services
16 442 (7.24%) Ruby on Rails
17 420 (6.88%) Angular 2
18 326 (5.34%) .NET Core
19 291 (4.76%) .NET Framework
20 290 (4.75%) Vue.js
Miscellaneous
1 523 (8.56%) Algorithms
2 496 (8.12%) Cloud Native
3 461 (7.55%) User Experience
4 449 (7.35%) Data Structures
5 295 (4.83%) Greenfield Project
6 275 (4.50%) Mobile App
7 245 (4.01%) Linux Command Line
8 209 (3.42%) Blog
9 200 (3.27%) Life Science
10 175 (2.86%) Hackathon
11 170 (2.78%) Public Cloud
12 167 (2.73%) Social Network
13 164 (2.68%) Self-Motivation
14 143 (2.34%) Virtual Team
15 135 (2.21%) Enterprise Software
16 124 (2.03%) Social Media
17 114 (1.87%) Legacy Systems
18 79 (1.29%) FMCG
19 77 (1.26%) Sports Betting
20 73 (1.19%) Blockchain
Operating Systems
1 586 (9.59%) Linux
2 484 (7.92%) Unix
3 189 (3.09%) Android
4 173 (2.83%) Apple iOS
5 152 (2.49%) Windows
6 45 (0.74%) Windows Server
7 40 (0.65%) CentOS
8 35 (0.57%) Ubuntu
9 33 (0.54%) Red Hat Enterprise Linux
10 18 (0.29%) Mac OS X
11 16 (0.26%) VMS
12 8 (0.13%) Windows Server 2016
13 7 (0.11%) Windows Server 2012
14 5 (0.082%) Alpine Linux
15 4 (0.065%) Amazon Linux
16 3 (0.049%) Mac OS
17 2 (0.033%) AIX
17 2 (0.033%) FreeBSD
17 2 (0.033%) HPUX
18 1 (0.016%) Debian
Processes & Methodologies
1 3,624 (59.32%) Agile
2 2,512 (41.12%) CI/CD
3 2,435 (39.86%) Software Engineering
4 2,377 (38.91%) Microservices
5 1,716 (28.09%) DevOps
6 1,464 (23.96%) Test Automation
7 1,306 (21.38%) TDD
8 1,249 (20.45%) Full Stack Development
9 1,065 (17.43%) Analytics
10 1,000 (16.37%) Scrum
11 937 (15.34%) Continuous Integration
11 937 (15.34%) Problem-Solving
12 883 (14.45%) MVC
13 834 (13.65%) Computer Science
14 823 (13.47%) Data Science
15 776 (12.70%) Mentoring
16 732 (11.98%) BDD
17 729 (11.93%) SDLC
18 715 (11.70%) Event-Driven
19 702 (11.49%) OO
Programming Languages
1 3,722 (60.93%) SQL
2 2,835 (46.41%) Java
3 2,567 (42.02%) Python
4 2,241 (36.68%) JavaScript
5 1,211 (19.82%) C#
6 917 (15.01%) Go
7 894 (14.63%) TypeScript
8 818 (13.39%) Ruby
9 471 (7.71%) PowerShell
10 375 (6.14%) Bash
11 368 (6.02%) PHP
12 353 (5.78%) Scala
13 321 (5.25%) Shell Script
14 252 (4.13%) Perl
15 198 (3.24%) Kotlin
16 194 (3.18%) C++
17 182 (2.98%) Groovy
18 169 (2.77%) C
19 155 (2.54%) R
20 140 (2.29%) ES6
Qualifications
1 988 (16.17%) Degree
2 488 (7.99%) Computer Science Degree
3 229 (3.75%) Security Cleared
4 124 (2.03%) Master's Degree
5 74 (1.21%) SC Cleared
6 70 (1.15%) OCP
6 70 (1.15%) Oracle Certification
7 47 (0.77%) PhD
8 45 (0.74%) Numerate Degree
9 26 (0.43%) AWS Certification
10 14 (0.23%) CISSP
10 14 (0.23%) CSSLP
11 13 (0.21%) Microsoft Certification
12 12 (0.20%) MCP
13 10 (0.16%) Cisco Certification
13 10 (0.16%) DBS Check
14 9 (0.15%) CCIE
14 9 (0.15%) CCIE Data Center
14 9 (0.15%) CCIE Service Provider
14 9 (0.15%) CCNP
Quality Assurance & Compliance
1 699 (11.44%) QA
2 164 (2.68%) Data Quality
3 108 (1.77%) GDPR
4 68 (1.11%) SLA
5 53 (0.87%) Accessibility
6 27 (0.44%) WCAG
7 26 (0.43%) ISO/IEC 27001
8 23 (0.38%) PCI DSS
9 18 (0.29%) NIST
10 3 (0.049%) GRC
11 2 (0.033%) MiFID
11 2 (0.033%) PMO
12 1 (0.016%) COBIT
12 1 (0.016%) DICOM
12 1 (0.016%) IEC 62304
12 1 (0.016%) ISO 13485
12 1 (0.016%) ISO 20022
12 1 (0.016%) PSD2
System Software
1 2,557 (41.86%) Docker
2 117 (1.92%) Apache ZooKeeper
3 92 (1.51%) Apache Flume
4 42 (0.69%) VMware Infrastructure
5 40 (0.65%) Virtual Machines
6 24 (0.39%) HDFS
7 22 (0.36%) zsh
8 15 (0.25%) Active Directory
9 11 (0.18%) ISA Server
10 9 (0.15%) Firmware
11 6 (0.098%) VirtualBox
12 5 (0.082%) Slurm Workload Manager
13 4 (0.065%) NFS
13 4 (0.065%) Samba
14 2 (0.033%) etcd
15 1 (0.016%) Hyper-V
15 1 (0.016%) LXC
Systems Management
1 2,168 (35.49%) Kubernetes
2 867 (14.19%) Terraform
3 369 (6.04%) Ansible
4 217 (3.55%) Prometheus
5 174 (2.85%) Grafana
6 167 (2.73%) Opscode Chef
7 126 (2.06%) Puppet
8 96 (1.57%) Kibana
9 86 (1.41%) Oozie
10 59 (0.97%) Docker Swarm
11 51 (0.83%) HAProxy
12 37 (0.61%) ZABBIX
13 35 (0.57%) Rancher
14 33 (0.54%) Opsgenie
15 31 (0.51%) Hadoop YARN
16 29 (0.47%) logstash
17 28 (0.46%) MIIS
17 28 (0.46%) Pingdom
18 27 (0.44%) Single Sign-On
19 20 (0.33%) Nagios
Vendors
1 805 (13.18%) Microsoft
2 788 (12.90%) Google
3 511 (8.36%) Oracle
4 248 (4.06%) Databricks
5 126 (2.06%) Samsung
6 123 (2.01%) Cloudera
7 119 (1.95%) Splunk
8 81 (1.33%) Facebook
9 66 (1.08%) Teradata
10 62 (1.01%) Revolut
11 61 (1.00%) TrueLayer
12 58 (0.95%) VMware
13 57 (0.93%) Informatica
14 56 (0.92%) Cisco
14 56 (0.92%) Salesforce.com
15 55 (0.90%) New Relic
15 55 (0.90%) Snapchat
16 45 (0.74%) Tencent
17 42 (0.69%) Atlassian
18 39 (0.64%) Palantir