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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 154 159 87
Rank change year-on-year +5 -72 +17
Permanent jobs citing NoSQL 1,924 2,152 6,848
As % of all permanent jobs advertised in the UK 1.83% 2.27% 4.06%
As % of the Database & Business Intelligence category 10.45% 10.64% 14.34%
Number of salaries quoted 830 1,060 1,938
10th Percentile £42,000 £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 £87,500 £95,000 £87,500
90th Percentile £112,500 £110,000 £103,750
UK excluding London median annual salary £61,206 £65,000 £60,000
% change year-on-year -5.84% +8.33% +9.09%

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 18,414 20,218 47,744
As % of all permanent jobs advertised in the UK 17.54% 21.36% 28.29%
Number of salaries quoted 12,548 12,894 20,996
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 £103,675 £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 1 June 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 1 June 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 +75 1,535 £61,206 -5.84% 142
England -53 1,179 £65,465 -12.71% 277
Scotland +68 688 £61,000 -12.16% 12
Work from Home -141 403 £65,465 -6.48% 133
London -92 354 £80,000 -5.88% 144
South East +53 318 £65,000 - 36
North of England +43 274 £61,206 -11.87% 50
North West +42 198 £61,206 -5.84% 37
Midlands -2 152 £60,000 - 24
East Midlands +40 99 £55,000 -15.38% 6
South West -85 60 £55,000 -11.93% 6
West Midlands -60 53 £65,000 +8.33% 18
Yorkshire +7 52 £65,465 -6.11% 7
North East +5 26 £61,206 +4.03% 6
Northern Ireland +9 17 £95,000 +90.00% 5
East of England -29 17 £72,500 +31.82% 11
Wales -9 9 £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
1 406 (21.10%) Apache Spark
2 134 (6.96%) Apache
3 98 (5.09%) FileNet
4 30 (1.56%) Confluence
5 25 (1.30%) Apache Airflow
6 24 (1.25%) OpenStack
7 21 (1.09%) GemFire
8 18 (0.94%) IIS
9 16 (0.83%) SAS
10 15 (0.78%) SharePoint
11 12 (0.62%) CMS
12 10 (0.52%) nginx
13 7 (0.36%) ArcGIS
14 6 (0.31%) Drupal
15 4 (0.21%) Apache Solr
15 4 (0.21%) Tomcat
16 3 (0.16%) Umbraco
17 2 (0.10%) JBoss
17 2 (0.10%) Sitecore CMS
17 2 (0.10%) WordPress
Applications
1 18 (0.94%) Simulink
2 6 (0.31%) Microsoft Excel
3 5 (0.26%) Microsoft Office
4 4 (0.21%) Microsoft PowerPoint
5 3 (0.16%) MS Visio
Business Applications
1 9 (0.47%) Dynamics CRM
2 5 (0.26%) Dynamics AX
3 4 (0.21%) Sparx Enterprise Architect
4 3 (0.16%) Maximo
5 2 (0.10%) Sage 200
5 2 (0.10%) Shopify
Cloud Services
1 908 (47.19%) AWS
2 714 (37.11%) Azure
3 316 (16.42%) Serverless
4 240 (12.47%) IBM Cloud
5 173 (8.99%) Azure DevOps
6 154 (8.00%) Amazon S3
7 144 (7.48%) Azure Functions
8 135 (7.02%) GCP
9 133 (6.91%) Azure Logic Apps
10 128 (6.65%) Azure Service Bus
11 125 (6.50%) Azure API Management
12 112 (5.82%) AWS Lambda
13 107 (5.56%) Cloud Computing
14 100 (5.20%) GitHub
15 97 (5.04%) Amazon ECS
16 93 (4.83%) Amazon EKS
17 82 (4.26%) Amazon EC2
18 74 (3.85%) Amazon SQS
19 60 (3.12%) SaaS
20 59 (3.07%) Power Platform
Communications & Networking
1 28 (1.46%) VPN
2 25 (1.30%) WAN
3 24 (1.25%) HTTP
3 24 (1.25%) TCP/IP
4 19 (0.99%) MQTT
5 16 (0.83%) BGP
6 12 (0.62%) Firewall
6 12 (0.62%) Network Security
7 11 (0.57%) Ethernet VPN
7 11 (0.57%) MPLS
8 8 (0.42%) DNS
9 7 (0.36%) LAN
9 7 (0.36%) Wireless
10 6 (0.31%) IPsec
11 5 (0.26%) DHCP
11 5 (0.26%) Intrusion Detection
11 5 (0.26%) OSPF
11 5 (0.26%) Reverse Proxy
11 5 (0.26%) SSL
11 5 (0.26%) VLAN
Database & Business Intelligence
1 464 (24.12%) MongoDB
2 428 (22.25%) PostgreSQL
3 365 (18.97%) Big Data
4 292 (15.18%) Relational Database
5 238 (12.37%) DB2
6 190 (9.88%) Hadoop
7 155 (8.06%) Apache Cassandra
8 153 (7.95%) SQL Server
9 139 (7.22%) MySQL
10 131 (6.81%) Elasticsearch
11 92 (4.78%) Apache Hive
11 92 (4.78%) DynamoDB
12 85 (4.42%) HBase
13 83 (4.31%) Data Warehouse
14 80 (4.16%) Redis
15 62 (3.22%) Data Lake
16 53 (2.75%) Electronic Patient Records
17 49 (2.55%) Power BI
18 43 (2.23%) Amazon Aurora
19 37 (1.92%) Amazon Redshift
Development Applications
1 304 (15.80%) Git
2 239 (12.42%) Jenkins
3 151 (7.85%) JUnit
4 84 (4.37%) Bitbucket Server
5 58 (3.01%) JIRA
6 51 (2.65%) Mockito
7 48 (2.49%) Jasmine
8 41 (2.13%) Selenium
9 38 (1.98%) GitLab
10 28 (1.46%) Cypress.io
11 24 (1.25%) CircleCI
11 24 (1.25%) SoapUI
12 22 (1.14%) Cucumber
13 21 (1.09%) Jaeger
14 20 (1.04%) Octopus Deploy
15 19 (0.99%) Gatling
15 19 (0.99%) Vagrant
16 15 (0.78%) Maven
17 8 (0.42%) Spinnaker
18 7 (0.36%) NUnit
General
1 797 (41.42%) Inclusion and Diversity
2 773 (40.18%) Finance
3 658 (34.20%) Law
4 337 (17.52%) Public Sector
5 330 (17.15%) Legal
6 292 (15.18%) Marketing
7 247 (12.84%) Social Skills
8 157 (8.16%) Influencing Skills
9 113 (5.87%) Financial Institution
10 79 (4.11%) Banking
11 71 (3.69%) Analytical Skills
12 29 (1.51%) Billing
13 27 (1.40%) Investment Banking
14 26 (1.35%) Front Office
15 23 (1.20%) Electronics
16 22 (1.14%) Games
16 22 (1.14%) Telecoms
17 15 (0.78%) Private Banking
18 14 (0.73%) Retail
19 13 (0.68%) Back Office
Job Titles
1 701 (36.43%) Software Engineer
2 597 (31.03%) Developer
3 352 (18.30%) Senior
4 347 (18.04%) Lead
5 288 (14.97%) Java Engineer
6 275 (14.29%) Java Software Engineer
7 257 (13.36%) Full Stack Engineer
8 238 (12.37%) Big Data Engineer
8 238 (12.37%) Big Data Software Engineer
9 222 (11.54%) AWS Engineer
10 211 (10.97%) AWS Software Engineer
11 209 (10.86%) Scala Engineer
12 204 (10.60%) Lead Software Engineer
13 201 (10.45%) Scala Software Engineer
14 179 (9.30%) Full Stack Developer
15 147 (7.64%) Azure Developer
16 142 (7.38%) Architect
17 126 (6.55%) Lead Java Engineer
18 123 (6.39%) Senior Software Engineer
19 120 (6.24%) Azure Engineer
Libraries, Frameworks & Software Standards
1 641 (33.32%) React
2 514 (26.72%) AngularJS
3 511 (26.56%) .NET
4 423 (21.99%) CSS
5 420 (21.83%) HTML
6 406 (21.10%) Web Services
7 396 (20.58%) REST
8 356 (18.50%) Node.js
9 318 (16.53%) Twitter Bootstrap
10 316 (16.42%) jQuery
11 307 (15.96%) Spring
12 296 (15.38%) Vue
13 282 (14.66%) Kafka
14 276 (14.35%) ASP.NET
15 247 (12.84%) ASP.NET Core
16 238 (12.37%) Backbone.js
16 238 (12.37%) Ember.js
17 164 (8.52%) J2EE
18 158 (8.21%) GraphQL
19 142 (7.38%) RESTful
Miscellaneous
1 515 (26.77%) Algorithms
2 281 (14.60%) Cloud Native
3 278 (14.45%) Data Structures
4 251 (13.05%) Hybrid Cloud
5 246 (12.79%) Blockchain
6 113 (5.87%) e-Learning
7 95 (4.94%) Onboarding
8 88 (4.57%) Distributed Systems
9 86 (4.47%) Public Cloud
10 61 (3.17%) Market Risk
11 47 (2.44%) Product Ownership
12 41 (2.13%) Blog
13 35 (1.82%) Replication
14 32 (1.66%) Legacy Systems
15 31 (1.61%) Foreign Exchange (FX)
16 30 (1.56%) IoT
16 30 (1.56%) Management Information System
16 30 (1.56%) Mobile App
17 29 (1.51%) Media Streaming
18 26 (1.35%) Clustering
Operating Systems
1 378 (19.65%) Linux
2 267 (13.88%) Android
3 258 (13.41%) Windows
4 251 (13.05%) Apple iOS
5 143 (7.43%) Unix
6 30 (1.56%) CentOS
7 24 (1.25%) Ubuntu
8 19 (0.99%) Red Hat Enterprise Linux
9 4 (0.21%) Amazon Linux
10 2 (0.10%) Windows 10
Processes & Methodologies
1 1,271 (66.06%) Agile
2 951 (49.43%) Software Engineering
3 865 (44.96%) CI/CD
4 785 (40.80%) Artificial Intelligence
5 703 (36.54%) SDLC
6 530 (27.55%) Full Stack Development
7 519 (26.98%) Microservices
8 494 (25.68%) Operational Stability
9 487 (25.31%) Machine Learning
10 448 (23.28%) DevOps
11 375 (19.49%) Mentoring
12 373 (19.39%) Design Patterns
13 350 (18.19%) Continuous Improvement
14 345 (17.93%) Problem-Solving
15 332 (17.26%) Risk Management
16 331 (17.20%) OO
17 327 (17.00%) Visualisation
18 319 (16.58%) TDD
19 312 (16.22%) Community of Practice
20 307 (15.96%) Computer Science
Programming Languages
1 1,506 (78.27%) SQL
2 1,018 (52.91%) Java
3 684 (35.55%) JavaScript
4 683 (35.50%) Python
5 512 (26.61%) C#
6 321 (16.68%) Scala
7 281 (14.60%) TypeScript
8 89 (4.63%) PL/SQL
9 62 (3.22%) Kotlin
10 36 (1.87%) C++
11 29 (1.51%) R
12 28 (1.46%) PHP
13 26 (1.35%) Go
13 26 (1.35%) Groovy
14 25 (1.30%) Ruby
15 19 (0.99%) PowerShell
15 19 (0.99%) T-SQL
16 16 (0.83%) MATLAB
16 16 (0.83%) Perl
17 15 (0.78%) Shell Script
Qualifications
1 290 (15.07%) Degree
2 204 (10.60%) Computer Science Degree
3 116 (6.03%) Security Cleared
4 92 (4.78%) SC Cleared
5 64 (3.33%) Master's Degree
6 35 (1.82%) AWS Certification
7 28 (1.46%) Azure Certification
8 17 (0.88%) PhD
9 13 (0.68%) BPSS Clearance
10 9 (0.47%) 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 3 (0.16%) BC Cleared
15 2 (0.10%) AWS Certified Solutions Architect
16 1 (0.052%) Postgraduate
Quality Assurance & Compliance
1 70 (3.64%) QA
2 45 (2.34%) Data Quality
3 23 (1.20%) GDPR
4 18 (0.94%) PMO
5 15 (0.78%) Accessibility
6 9 (0.47%) HIPAA
7 8 (0.42%) 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 (0.052%) ISO 9001
11 1 (0.052%) WCAG
System Software
1 293 (15.23%) Docker
2 92 (4.78%) HDFS
3 28 (1.46%) Hyper-V
4 18 (0.94%) VMware NSX
5 12 (0.62%) Active Directory
6 4 (0.21%) Virtual Machines
7 3 (0.16%) VMware Infrastructure
8 1 (0.052%) KVM
8 1 (0.052%) Slurm Workload Manager
8 1 (0.052%) VMware ESXi
Systems Management
1 404 (21.00%) Kubernetes
2 220 (11.43%) Terraform
3 71 (3.69%) Ansible
4 60 (3.12%) Grafana
5 36 (1.87%) Prometheus
6 30 (1.56%) Kibana
7 21 (1.09%) HAProxy
7 21 (1.09%) ITRS Geneos
7 21 (1.09%) Zipkin
8 5 (0.26%) SCOM
9 4 (0.21%) Istio
10 3 (0.16%) 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 (0.052%) HP Fortify
12 1 (0.052%) Progress Chef
Vendors
1 245 (12.73%) IBM
2 244 (12.68%) Red Hat
3 181 (9.41%) Oracle
4 179 (9.30%) Databricks
5 115 (5.98%) Microsoft
6 89 (4.63%) Informatica
7 78 (4.05%) Google
8 64 (3.33%) Cloudera
9 47 (2.44%) Splunk
10 39 (2.03%) Dynatrace
11 25 (1.30%) Atlassian
12 24 (1.25%) WSO2
13 21 (1.09%) VMware
14 18 (0.94%) Xilinx
15 11 (0.57%) Cisco
16 10 (0.52%) Xamarin
17 9 (0.47%) Facebook
18 8 (0.42%) Duck Creek
18 8 (0.42%) SAP
19 7 (0.36%) Bloomberg