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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 149 150 91
Rank change year-on-year +1 -59 +19
Permanent jobs citing NoSQL 1,917 2,524 5,816
As % of all permanent jobs advertised in the UK 1.96% 2.41% 3.77%
As % of the Database & Business Intelligence category 10.61% 11.17% 13.66%
Number of salaries quoted 868 1,234 2,008
10th Percentile £42,500 £46,250 £45,000
25th Percentile £52,500 £53,750 £52,500
Median annual salary (50th Percentile) £67,500 £73,000 £70,000
Median % change year-on-year -7.53% +4.29% +12.00%
75th Percentile £90,000 £95,000 £87,500
90th Percentile £112,500 £111,250 £102,650
UK excluding London median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +11.11%

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 18,076 22,599 42,565
As % of all permanent jobs advertised in the UK 18.44% 21.59% 27.62%
Number of salaries quoted 12,541 13,991 21,425
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 £76,250 £83,750 £78,750
90th Percentile £95,000 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,000
% change year-on-year -4.55% +5.77% +6.12%

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 27 April 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 27 April 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 +63 1,524 £62,500 -3.85% 130
England -62 1,150 £67,500 -10.00% 241
Scotland +63 717 £61,000 -12.16% 15
Work from Home -125 409 £65,465 -6.48% 142
London -107 356 £80,000 -7.62% 124
South East +68 297 £75,000 +25.00% 32
North of England +11 240 £61,853 -11.64% 43
North West +26 160 £61,206 -11.87% 30
Midlands -21 150 £60,000 - 19
East Midlands +16 90 £55,000 - 8
South West -34 87 £55,000 -12.00% 13
West Midlands -39 60 £65,000 +4.00% 10
Yorkshire +11 56 £65,465 -8.44% 8
North East +11 26 £61,206 -12.56% 6
East of England -23 17 £72,500 +26.09% 4
Northern Ireland -7 11 £95,000 +90.00% 5
Wales -3 8 £65,000 +30.00% 3

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
1 428 (22.33%) Apache Spark
2 150 (7.82%) Apache
3 96 (5.01%) FileNet
4 29 (1.51%) Apache Airflow
5 28 (1.46%) OpenStack
6 27 (1.41%) IIS
7 26 (1.36%) Confluence
8 21 (1.10%) GemFire
9 20 (1.04%) SharePoint
10 13 (0.68%) SAS
11 11 (0.57%) nginx
12 10 (0.52%) CMS
13 7 (0.37%) Apache Solr
13 7 (0.37%) ArcGIS
14 6 (0.31%) Drupal
15 4 (0.21%) Tomcat
16 2 (0.10%) Cloud Foundry
16 2 (0.10%) Mule
17 1 (0.052%) Jupyter
17 1 (0.052%) WordPress
Applications
1 10 (0.52%) Simulink
2 7 (0.37%) Microsoft Excel
3 4 (0.21%) Microsoft Office
3 4 (0.21%) Microsoft PowerPoint
4 3 (0.16%) MS Visio
5 1 (0.052%) Chatbot
Business Applications
1 9 (0.47%) Dynamics CRM
2 8 (0.42%) Maximo
3 5 (0.26%) Dynamics AX
4 4 (0.21%) Sparx Enterprise Architect
5 2 (0.10%) Sage 200
Cloud Services
1 898 (46.84%) AWS
2 727 (37.92%) Azure
3 303 (15.81%) Serverless
4 223 (11.63%) IBM Cloud
5 178 (9.29%) Azure DevOps
6 167 (8.71%) GCP
7 143 (7.46%) Amazon S3
8 134 (6.99%) Azure Functions
9 126 (6.57%) Azure Logic Apps
9 126 (6.57%) Azure Service Bus
10 117 (6.10%) Azure API Management
11 109 (5.69%) Cloud Computing
12 105 (5.48%) AWS Lambda
13 103 (5.37%) GitHub
14 102 (5.32%) Amazon ECS
14 102 (5.32%) Amazon EKS
15 81 (4.23%) Amazon EC2
16 75 (3.91%) SaaS
17 74 (3.86%) Power Platform
18 70 (3.65%) Amazon SQS
Communications & Networking
1 33 (1.72%) WAN
2 28 (1.46%) VPN
3 20 (1.04%) TCP/IP
4 19 (0.99%) HTTP
5 16 (0.83%) BGP
6 12 (0.63%) Firewall
6 12 (0.63%) Network Security
7 11 (0.57%) Ethernet VPN
7 11 (0.57%) MPLS
7 11 (0.57%) MQTT
8 9 (0.47%) DNS
9 7 (0.37%) IPsec
9 7 (0.37%) LAN
9 7 (0.37%) 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
1 435 (22.69%) MongoDB
2 394 (20.55%) Big Data
3 393 (20.50%) PostgreSQL
4 295 (15.39%) Relational Database
5 222 (11.58%) DB2
6 195 (10.17%) Hadoop
7 163 (8.50%) SQL Server
8 155 (8.09%) Apache Cassandra
9 150 (7.82%) MySQL
10 133 (6.94%) Elasticsearch
11 97 (5.06%) Data Warehouse
12 95 (4.96%) Apache Hive
13 87 (4.54%) HBase
14 86 (4.49%) Data Lake
15 65 (3.39%) Redis
16 61 (3.18%) DynamoDB
17 58 (3.03%) Power BI
18 53 (2.76%) Electronic Patient Records
19 42 (2.19%) Tableau
20 34 (1.77%) Looker
Development Applications
1 286 (14.92%) Git
2 249 (12.99%) Jenkins
3 148 (7.72%) JUnit
4 86 (4.49%) Bitbucket Server
5 57 (2.97%) Mockito
6 55 (2.87%) Jasmine
7 53 (2.76%) JIRA
8 40 (2.09%) Selenium
9 33 (1.72%) GitLab
10 28 (1.46%) Cypress.io
11 25 (1.30%) CircleCI
11 25 (1.30%) SoapUI
12 21 (1.10%) Jaeger
13 20 (1.04%) Cucumber
14 19 (0.99%) Maven
15 17 (0.89%) Octopus Deploy
16 11 (0.57%) Team Foundation Server
17 10 (0.52%) Vagrant
17 10 (0.52%) Visual Studio
18 8 (0.42%) NUnit
General
1 823 (42.93%) Finance
2 801 (41.78%) Inclusion and Diversity
3 669 (34.90%) Law
4 334 (17.42%) Legal
5 325 (16.95%) Public Sector
6 304 (15.86%) Marketing
7 195 (10.17%) Social Skills
8 167 (8.71%) Influencing Skills
9 116 (6.05%) Financial Institution
10 105 (5.48%) Banking
11 70 (3.65%) Analytical Skills
12 27 (1.41%) Investment Banking
13 26 (1.36%) Retail
14 23 (1.20%) Games
15 21 (1.10%) Telecoms
16 15 (0.78%) Front Office
16 15 (0.78%) Private Banking
17 12 (0.63%) Back Office
17 12 (0.63%) Organisational Skills
18 9 (0.47%) Billing
Job Titles
1 672 (35.05%) Software Engineer
2 611 (31.87%) Developer
3 352 (18.36%) Lead
4 347 (18.10%) Senior
5 289 (15.08%) Java Engineer
6 275 (14.35%) Java Software Engineer
7 249 (12.99%) Full Stack Engineer
8 248 (12.94%) Big Data Engineer
8 248 (12.94%) Big Data Software Engineer
9 226 (11.79%) AWS Engineer
10 216 (11.27%) AWS Software Engineer
11 210 (10.95%) Scala Engineer
12 209 (10.90%) Scala Software Engineer
13 203 (10.59%) Lead Software Engineer
14 186 (9.70%) Full Stack Developer
15 144 (7.51%) Architect
16 139 (7.25%) Azure Developer
17 127 (6.62%) Lead Java Engineer
18 124 (6.47%) Data Engineer
18 124 (6.47%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 639 (33.33%) React
2 515 (26.86%) AngularJS
3 501 (26.13%) .NET
4 414 (21.60%) CSS
5 405 (21.13%) HTML
6 361 (18.83%) Web Services
7 359 (18.73%) REST
8 342 (17.84%) Node.js
9 317 (16.54%) Spring
10 299 (15.60%) Twitter Bootstrap
11 295 (15.39%) jQuery
12 292 (15.23%) Kafka
13 278 (14.50%) Vue
14 260 (13.56%) ASP.NET
15 230 (12.00%) ASP.NET Core
16 221 (11.53%) Backbone.js
16 221 (11.53%) Ember.js
17 163 (8.50%) J2EE
18 152 (7.93%) JSON
19 138 (7.20%) RESTful
Miscellaneous
1 501 (26.13%) Algorithms
2 286 (14.92%) Cloud Native
3 259 (13.51%) Data Structures
4 242 (12.62%) Blockchain
5 233 (12.15%) Hybrid Cloud
6 104 (5.43%) e-Learning
7 98 (5.11%) Public Cloud
8 95 (4.96%) Onboarding
9 87 (4.54%) Distributed Systems
10 63 (3.29%) Market Risk
11 52 (2.71%) Product Ownership
12 34 (1.77%) Clustering
12 34 (1.77%) Foreign Exchange (FX)
13 33 (1.72%) Management Information System
14 32 (1.67%) Legacy Systems
15 31 (1.62%) Replication
16 30 (1.56%) Mobile App
17 23 (1.20%) IoT
17 23 (1.20%) Mainframe
18 21 (1.10%) Greenfield Project
Operating Systems
1 332 (17.32%) Linux
2 243 (12.68%) Windows
3 242 (12.62%) Android
4 235 (12.26%) Apple iOS
5 151 (7.88%) Unix
6 21 (1.10%) CentOS
7 11 (0.57%) Ubuntu
8 10 (0.52%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
10 1 (0.052%) Windows Server
Processes & Methodologies
1 1,253 (65.36%) Agile
2 897 (46.79%) Software Engineering
3 878 (45.80%) CI/CD
4 785 (40.95%) Artificial Intelligence
5 721 (37.61%) SDLC
6 527 (27.49%) Full Stack Development
7 521 (27.18%) Microservices
8 510 (26.60%) Operational Stability
9 507 (26.45%) Machine Learning
10 419 (21.86%) DevOps
11 350 (18.26%) Continuous Improvement
12 346 (18.05%) Mentoring
13 344 (17.94%) Design Patterns
14 338 (17.63%) Problem-Solving
15 336 (17.53%) Risk Management
15 336 (17.53%) Visualisation
16 325 (16.95%) TDD
17 320 (16.69%) Community of Practice
18 314 (16.38%) OO
19 277 (14.45%) Computer Science
Programming Languages
1 1,494 (77.93%) SQL
2 980 (51.12%) Java
3 685 (35.73%) JavaScript
4 634 (33.07%) Python
5 494 (25.77%) C#
6 305 (15.91%) Scala
7 291 (15.18%) TypeScript
8 93 (4.85%) PL/SQL
9 38 (1.98%) Kotlin
10 32 (1.67%) PHP
11 29 (1.51%) R
12 26 (1.36%) C++
12 26 (1.36%) Groovy
13 21 (1.10%) Go
13 21 (1.10%) Ruby
14 19 (0.99%) PowerShell
15 18 (0.94%) Shell Script
16 16 (0.83%) T-SQL
17 15 (0.78%) Perl
18 14 (0.73%) MATLAB
Qualifications
1 254 (13.25%) Degree
2 174 (9.08%) Computer Science Degree
3 111 (5.79%) Security Cleared
4 82 (4.28%) SC Cleared
5 59 (3.08%) Master's Degree
6 35 (1.83%) AWS Certification
7 30 (1.56%) Azure Certification
8 18 (0.94%) BPSS Clearance
9 12 (0.63%) PhD
10 8 (0.42%) PMI Certification
11 6 (0.31%) Microsoft Certification
11 6 (0.31%) TOGAF Certification
12 5 (0.26%) AWS Certified Developer
12 5 (0.26%) CCIE
12 5 (0.26%) Cisco Certification
12 5 (0.26%) CISSP
12 5 (0.26%) JNCIE
13 1 (0.052%) AWS Certified Solutions Architect
13 1 (0.052%) DBS Check
13 1 (0.052%) Postgraduate
Quality Assurance & Compliance
1 60 (3.13%) QA
2 42 (2.19%) Data Quality
3 21 (1.10%) GDPR
4 20 (1.04%) PMO
5 11 (0.57%) Accessibility
6 9 (0.47%) HIPAA
7 8 (0.42%) PSD2
8 4 (0.21%) California Consumer Privacy Act
8 4 (0.21%) ISO/IEC 27001
8 4 (0.21%) WAI
9 2 (0.10%) ISO 9001
9 2 (0.10%) PCI DSS
9 2 (0.10%) SLA
10 1 (0.052%) WCAG
System Software
1 324 (16.90%) Docker
2 94 (4.90%) HDFS
3 32 (1.67%) Hyper-V
4 26 (1.36%) VMware NSX
5 12 (0.63%) Active Directory
6 4 (0.21%) VMware Infrastructure
7 3 (0.16%) Virtual Machines
8 1 (0.052%) Slurm Workload Manager
Systems Management
1 418 (21.80%) Kubernetes
2 220 (11.48%) Terraform
3 65 (3.39%) Ansible
4 56 (2.92%) Grafana
5 35 (1.83%) Prometheus
6 27 (1.41%) Kibana
7 21 (1.10%) HAProxy
7 21 (1.10%) ITRS Geneos
7 21 (1.10%) 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%) Single Sign-On
11 2 (0.10%) ZABBIX
12 1 (0.052%) Podman
12 1 (0.052%) Progress Chef
12 1 (0.052%) Rancher
Vendors
1 242 (12.62%) IBM
2 226 (11.79%) Red Hat
3 185 (9.65%) Databricks
4 170 (8.87%) Oracle
5 124 (6.47%) Microsoft
6 89 (4.64%) Informatica
7 80 (4.17%) Google
8 65 (3.39%) Cloudera
9 46 (2.40%) Splunk
10 39 (2.03%) Dynatrace
11 33 (1.72%) Atlassian
12 30 (1.56%) VMware
13 28 (1.46%) WSO2
14 11 (0.57%) Cisco
14 11 (0.57%) Xamarin
15 10 (0.52%) Xilinx
16 9 (0.47%) Facebook
17 8 (0.42%) Duck Creek
17 8 (0.42%) SAP
17 8 (0.42%) YouTube