NoSQL
UK

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 6 months to 24 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 May 2024
Same period 2023 Same period 2022
Rank 146 154 86
Rank change year-on-year +8 -68 +19
Permanent jobs citing NoSQL 1,950 2,326 6,484
As % of all permanent jobs advertised in the UK 1.92% 2.37% 3.95%
As % of the Database & Business Intelligence category 10.67% 11.04% 14.05%
Number of salaries quoted 854 1,120 1,952
10th Percentile £42,150 £47,500 £45,000
25th Percentile £52,500 £55,000 £52,500
Median annual salary (50th Percentile) £65,465 £73,000 £70,000
Median % change year-on-year -10.32% +4.29% +12.00%
75th Percentile £88,563 £95,000 £87,500
90th Percentile £112,500 £110,000 £103,000
UK excluding London median annual salary £61,206 £65,000 £60,000
% change year-on-year -5.84% +8.33% +10.09%

All Database and Business Intelligence Skills
UK

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 with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 18,273 21,063 46,152
As % of all permanent jobs advertised in the UK 18.04% 21.48% 28.13%
Number of salaries quoted 12,520 13,128 21,057
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £77,500 £82,500 £80,000
90th Percentile £97,500 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +10.53%

NoSQL
Job Vacancy Trend

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

Job vacancy trend for NoSQL in the UK

NoSQL
Salary Trend

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

Salary trend for NoSQL in the UK

NoSQL
Salary Histogram

Salary distribution for jobs citing NoSQL over the 6 months to 24 May 2024.

Salary histogram for NoSQL in the UK

NoSQL
Top 17 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 6 months to 24 May 2024. 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
UK excluding London +69 1,554 £61,206 -5.84% 216
England -58 1,185 £65,465 -12.71% 325
Scotland +68 711 £61,000 -12.16% 16
Work from Home -132 406 £65,465 -6.48% 179
London -104 361 £80,000 -5.88% 185
South East +70 323 £65,000 - 92
North of England +25 260 £61,206 -12.56% 51
North West +34 184 £61,206 -11.87% 31
Midlands -15 153 £60,000 - 33
East Midlands +41 99 £55,000 - 10
South West -76 67 £57,500 -9.80% 10
West Midlands -42 54 £65,000 +8.33% 22
Yorkshire +7 52 £65,465 -8.44% 11
North East +8 26 £61,206 +4.03% 9
East of England -19 17 £72,500 +26.09% 11
Northern Ireland -10 15 £95,000 +90.00% 5
Wales -9 8 £61,250 +8.89% 4

NoSQL
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 419 (21.49%) Apache Spark
2 140 (7.18%) Apache
3 98 (5.03%) FileNet
4 28 (1.44%) OpenStack
5 27 (1.38%) Confluence
6 26 (1.33%) Apache Airflow
7 21 (1.08%) GemFire
8 20 (1.03%) IIS
9 15 (0.77%) SAS
9 15 (0.77%) SharePoint
10 12 (0.62%) CMS
11 11 (0.56%) nginx
12 7 (0.36%) ArcGIS
13 6 (0.31%) Apache Solr
13 6 (0.31%) Drupal
14 4 (0.21%) Tomcat
15 3 (0.15%) Umbraco
16 2 (0.10%) JBoss
16 2 (0.10%) Sitecore CMS
16 2 (0.10%) WordPress
Applications
1 16 (0.82%) Simulink
2 6 (0.31%) Microsoft Excel
3 5 (0.26%) Microsoft Office
4 4 (0.21%) Microsoft PowerPoint
5 3 (0.15%) MS Visio
6 1 (0.051%) Chatbot
Business Applications
1 9 (0.46%) Dynamics CRM
2 5 (0.26%) Dynamics AX
3 4 (0.21%) Sparx Enterprise Architect
4 3 (0.15%) Maximo
5 2 (0.10%) Sage 200
6 1 (0.051%) Shopify
Cloud Services
1 920 (47.18%) AWS
2 726 (37.23%) Azure
3 319 (16.36%) Serverless
4 240 (12.31%) IBM Cloud
5 174 (8.92%) Azure DevOps
6 153 (7.85%) Amazon S3
7 146 (7.49%) GCP
8 142 (7.28%) Azure Functions
9 133 (6.82%) Azure Logic Apps
10 128 (6.56%) Azure Service Bus
11 125 (6.41%) Azure API Management
12 113 (5.79%) AWS Lambda
13 109 (5.59%) Cloud Computing
14 105 (5.38%) Amazon ECS
15 101 (5.18%) Amazon EKS
16 100 (5.13%) GitHub
17 83 (4.26%) Amazon EC2
18 77 (3.95%) Amazon SQS
19 62 (3.18%) SaaS
20 59 (3.03%) Power Platform
Communications & Networking
1 28 (1.44%) VPN
2 27 (1.38%) WAN
3 23 (1.18%) TCP/IP
4 22 (1.13%) HTTP
5 16 (0.82%) BGP
5 16 (0.82%) MQTT
6 12 (0.62%) Firewall
6 12 (0.62%) Network Security
7 11 (0.56%) Ethernet VPN
7 11 (0.56%) MPLS
8 9 (0.46%) DNS
9 7 (0.36%) IPsec
9 7 (0.36%) LAN
9 7 (0.36%) Wireless
10 5 (0.26%) DHCP
10 5 (0.26%) Intrusion Detection
10 5 (0.26%) OSPF
10 5 (0.26%) Reverse Proxy
10 5 (0.26%) SSL
10 5 (0.26%) VLAN
Database & Business Intelligence
1 459 (23.54%) MongoDB
2 423 (21.69%) PostgreSQL
3 382 (19.59%) Big Data
4 297 (15.23%) Relational Database
5 238 (12.21%) DB2
6 197 (10.10%) Hadoop
7 156 (8.00%) SQL Server
8 154 (7.90%) Apache Cassandra
9 137 (7.03%) MySQL
10 131 (6.72%) Elasticsearch
11 94 (4.82%) Apache Hive
12 87 (4.46%) Data Warehouse
13 86 (4.41%) HBase
14 80 (4.10%) DynamoDB
15 74 (3.79%) Redis
16 70 (3.59%) Data Lake
17 54 (2.77%) Electronic Patient Records
18 49 (2.51%) Power BI
19 37 (1.90%) Tableau
20 36 (1.85%) Amazon Redshift
Development Applications
1 308 (15.79%) Git
2 247 (12.67%) Jenkins
3 151 (7.74%) JUnit
4 86 (4.41%) Bitbucket Server
5 54 (2.77%) JIRA
6 52 (2.67%) Mockito
7 49 (2.51%) Jasmine
8 40 (2.05%) Selenium
9 36 (1.85%) GitLab
10 27 (1.38%) Cypress.io
11 25 (1.28%) CircleCI
12 23 (1.18%) SoapUI
13 22 (1.13%) Cucumber
14 21 (1.08%) Jaeger
15 20 (1.03%) Octopus Deploy
16 17 (0.87%) Vagrant
17 16 (0.82%) Maven
18 13 (0.67%) Gatling
19 7 (0.36%) NUnit
19 7 (0.36%) Spinnaker
General
1 819 (42.00%) Inclusion and Diversity
2 807 (41.38%) Finance
3 679 (34.82%) Law
4 340 (17.44%) Public Sector
5 337 (17.28%) Legal
6 306 (15.69%) Marketing
7 233 (11.95%) Social Skills
8 163 (8.36%) Influencing Skills
9 117 (6.00%) Financial Institution
10 89 (4.56%) Banking
11 71 (3.64%) Analytical Skills
12 27 (1.38%) Investment Banking
13 25 (1.28%) Front Office
14 24 (1.23%) Billing
15 23 (1.18%) Telecoms
16 22 (1.13%) Games
17 18 (0.92%) Retail
18 17 (0.87%) Electronics
19 15 (0.77%) Private Banking
20 14 (0.72%) Back Office
Job Titles
1 709 (36.36%) Software Engineer
2 610 (31.28%) Developer
3 356 (18.26%) Lead
4 355 (18.21%) Senior
5 292 (14.97%) Java Engineer
6 278 (14.26%) Java Software Engineer
7 260 (13.33%) Full Stack Engineer
8 248 (12.72%) Big Data Engineer
8 248 (12.72%) Big Data Software Engineer
9 229 (11.74%) AWS Engineer
10 218 (11.18%) AWS Software Engineer
11 214 (10.97%) Scala Engineer
12 210 (10.77%) Lead Software Engineer
13 209 (10.72%) Scala Software Engineer
14 185 (9.49%) Full Stack Developer
15 148 (7.59%) Azure Developer
16 142 (7.28%) Architect
17 128 (6.56%) Lead Java Engineer
18 125 (6.41%) Senior Software Engineer
19 122 (6.26%) Data Engineer
Libraries, Frameworks & Software Standards
1 650 (33.33%) React
2 518 (26.56%) AngularJS
3 515 (26.41%) .NET
4 429 (22.00%) CSS
5 425 (21.79%) HTML
6 404 (20.72%) Web Services
7 395 (20.26%) REST
8 360 (18.46%) Node.js
9 320 (16.41%) Spring
10 318 (16.31%) Twitter Bootstrap
11 316 (16.21%) jQuery
12 294 (15.08%) Vue
13 280 (14.36%) Kafka
14 276 (14.15%) ASP.NET
15 247 (12.67%) ASP.NET Core
16 238 (12.21%) Backbone.js
16 238 (12.21%) Ember.js
17 165 (8.46%) J2EE
18 151 (7.74%) GraphQL
19 150 (7.69%) JSON
Miscellaneous
1 520 (26.67%) Algorithms
2 289 (14.82%) Cloud Native
3 277 (14.21%) Data Structures
4 251 (12.87%) Blockchain
4 251 (12.87%) Hybrid Cloud
5 113 (5.79%) e-Learning
6 98 (5.03%) Onboarding
7 91 (4.67%) Distributed Systems
7 91 (4.67%) Public Cloud
8 63 (3.23%) Market Risk
9 51 (2.62%) Product Ownership
10 34 (1.74%) Blog
10 34 (1.74%) Legacy Systems
11 32 (1.64%) Management Information System
12 31 (1.59%) Foreign Exchange (FX)
12 31 (1.59%) Replication
13 30 (1.54%) Mobile App
14 28 (1.44%) Clustering
14 28 (1.44%) IoT
15 24 (1.23%) Greenfield Project
Operating Systems
1 370 (18.97%) Linux
2 265 (13.59%) Android
3 258 (13.23%) Windows
4 251 (12.87%) Apple iOS
5 149 (7.64%) Unix
6 28 (1.44%) CentOS
7 18 (0.92%) Ubuntu
8 17 (0.87%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
Processes & Methodologies
1 1,299 (66.62%) Agile
2 954 (48.92%) Software Engineering
3 884 (45.33%) CI/CD
4 792 (40.62%) Artificial Intelligence
5 724 (37.13%) SDLC
6 536 (27.49%) Full Stack Development
7 527 (27.03%) Microservices
8 511 (26.21%) Operational Stability
9 496 (25.44%) Machine Learning
10 448 (22.97%) DevOps
11 372 (19.08%) Design Patterns
11 372 (19.08%) Mentoring
12 358 (18.36%) Continuous Improvement
13 349 (17.90%) Problem-Solving
14 340 (17.44%) Risk Management
15 334 (17.13%) OO
16 332 (17.03%) TDD
16 332 (17.03%) Visualisation
17 321 (16.46%) Community of Practice
18 302 (15.49%) Computer Science
Programming Languages
1 1,530 (78.46%) SQL
2 1,033 (52.97%) Java
3 701 (35.95%) JavaScript
4 681 (34.92%) Python
5 517 (26.51%) C#
6 324 (16.62%) Scala
7 285 (14.62%) TypeScript
8 93 (4.77%) PL/SQL
9 59 (3.03%) Kotlin
10 33 (1.69%) C++
11 30 (1.54%) R
12 29 (1.49%) PHP
13 26 (1.33%) Groovy
14 24 (1.23%) Go
14 24 (1.23%) Ruby
15 20 (1.03%) T-SQL
16 19 (0.97%) Shell Script
17 18 (0.92%) PowerShell
18 16 (0.82%) MATLAB
19 15 (0.77%) Perl
Qualifications
1 276 (14.15%) Degree
2 194 (9.95%) Computer Science Degree
3 117 (6.00%) Security Cleared
4 91 (4.67%) SC Cleared
5 61 (3.13%) Master's Degree
6 38 (1.95%) AWS Certification
7 31 (1.59%) Azure Certification
8 15 (0.77%) PhD
9 13 (0.67%) BPSS Clearance
10 9 (0.46%) PMI Certification
11 6 (0.31%) Microsoft Certification
11 6 (0.31%) TOGAF Certification
12 5 (0.26%) CCIE
12 5 (0.26%) Cisco Certification
12 5 (0.26%) CISSP
12 5 (0.26%) JNCIE
13 4 (0.21%) AWS Certified Developer
14 2 (0.10%) AWS Certified Solutions Architect
14 2 (0.10%) BC Cleared
15 1 (0.051%) Postgraduate
Quality Assurance & Compliance
1 69 (3.54%) QA
2 44 (2.26%) Data Quality
3 23 (1.18%) GDPR
4 20 (1.03%) PMO
5 15 (0.77%) Accessibility
6 9 (0.46%) HIPAA
7 8 (0.41%) PSD2
8 6 (0.31%) California Consumer Privacy Act
9 4 (0.21%) ISO/IEC 27001
10 2 (0.10%) PCI DSS
10 2 (0.10%) SLA
10 2 (0.10%) WAI
11 1 (0.051%) ISO 9001
11 1 (0.051%) WCAG
System Software
1 298 (15.28%) Docker
2 94 (4.82%) HDFS
3 33 (1.69%) Hyper-V
4 20 (1.03%) VMware NSX
5 12 (0.62%) Active Directory
6 4 (0.21%) Virtual Machines
7 3 (0.15%) VMware Infrastructure
8 1 (0.051%) KVM
8 1 (0.051%) Slurm Workload Manager
8 1 (0.051%) VMware ESXi
Systems Management
1 409 (20.97%) Kubernetes
2 221 (11.33%) Terraform
3 74 (3.79%) Ansible
4 60 (3.08%) Grafana
5 36 (1.85%) Prometheus
6 30 (1.54%) Kibana
7 21 (1.08%) HAProxy
7 21 (1.08%) ITRS Geneos
7 21 (1.08%) Zipkin
8 5 (0.26%) SCOM
9 4 (0.21%) Istio
10 3 (0.15%) Puppet
11 2 (0.10%) Kubeflow
11 2 (0.10%) logstash
11 2 (0.10%) Packer
11 2 (0.10%) Podman
11 2 (0.10%) Single Sign-On
11 2 (0.10%) ZABBIX
12 1 (0.051%) Progress Chef
Vendors
1 246 (12.62%) IBM
2 244 (12.51%) Red Hat
3 184 (9.44%) Databricks
4 182 (9.33%) Oracle
5 117 (6.00%) Microsoft
6 88 (4.51%) Informatica
7 75 (3.85%) Google
8 66 (3.38%) Cloudera
9 47 (2.41%) Splunk
10 39 (2.00%) Dynatrace
11 28 (1.44%) WSO2
12 27 (1.38%) Atlassian
13 23 (1.18%) VMware
14 16 (0.82%) Xilinx
15 11 (0.56%) Cisco
16 10 (0.51%) Xamarin
17 8 (0.41%) Duck Creek
17 8 (0.41%) Facebook
17 8 (0.41%) SAP
17 8 (0.41%) YouTube