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 19 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 147 152 87
Rank change year-on-year +5 -65 +20
Permanent jobs citing NoSQL 1,950 2,384 6,303
As % of all permanent jobs advertised in the UK 1.95% 2.40% 3.91%
As % of the Database & Business Intelligence category 10.68% 11.12% 13.95%
Number of salaries quoted 864 1,155 1,949
10th Percentile £42,500 £46,750 £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 £89,063 £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% +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 18,265 21,435 45,187
As % of all permanent jobs advertised in the UK 18.28% 21.54% 28.02%
Number of salaries quoted 12,527 13,381 21,027
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 £83,250 £80,000
90th Percentile £96,539 £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 19 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 19 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 +67 1,551 £61,206 -5.84% 185
England -61 1,185 £65,465 -12.71% 316
Scotland +62 713 £61,000 -12.16% 17
Work from Home -143 409 £65,465 -6.48% 160
London -107 364 £80,000 -5.88% 172
South East +60 321 £65,000 - 54
North of England +12 254 £61,206 -12.56% 49
North West +26 177 £61,206 -11.87% 34
Midlands -12 151 £60,000 - 38
East Midlands +33 96 £55,000 -4.35% 10
South West -58 74 £55,000 -15.38% 9
West Midlands -45 55 £65,000 +8.33% 28
Yorkshire +2 53 £65,465 -8.44% 8
North East +13 26 £61,206 +4.03% 7
East of England -33 17 £72,500 +26.09% 8
Northern Ireland -15 13 £95,000 +90.00% 9
Wales -17 9 £65,000 +15.56% 2

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
7 21 (1.08%) IIS
8 17 (0.87%) SharePoint
9 15 (0.77%) SAS
10 11 (0.56%) nginx
11 10 (0.51%) CMS
12 7 (0.36%) ArcGIS
13 6 (0.31%) Apache Solr
13 6 (0.31%) Drupal
14 4 (0.21%) Tomcat
15 2 (0.10%) Cloud Foundry
15 2 (0.10%) Umbraco
16 1 (0.051%) Mule
16 1 (0.051%) WordPress
Applications
1 16 (0.82%) Simulink
2 6 (0.31%) Microsoft Excel
3 4 (0.21%) Microsoft Office
3 4 (0.21%) Microsoft PowerPoint
4 3 (0.15%) MS Visio
5 1 (0.051%) Chatbot
Business Applications
1 9 (0.46%) Dynamics CRM
2 5 (0.26%) Dynamics AX
2 5 (0.26%) Maximo
3 4 (0.21%) Sparx Enterprise Architect
4 2 (0.10%) Sage 200
5 1 (0.051%) Shopify
Cloud Services
1 916 (46.97%) AWS
2 733 (37.59%) Azure
3 321 (16.46%) Serverless
4 240 (12.31%) IBM Cloud
5 179 (9.18%) Azure DevOps
6 152 (7.79%) Amazon S3
7 150 (7.69%) GCP
8 143 (7.33%) Azure Functions
9 134 (6.87%) Azure Logic Apps
10 130 (6.67%) Azure Service Bus
11 125 (6.41%) Azure API Management
12 112 (5.74%) AWS Lambda
13 108 (5.54%) Cloud Computing
14 105 (5.38%) Amazon ECS
15 101 (5.18%) Amazon EKS
16 99 (5.08%) GitHub
17 83 (4.26%) Amazon EC2
18 76 (3.90%) Amazon SQS
19 65 (3.33%) SaaS
20 61 (3.13%) Power Platform
Communications & Networking
1 28 (1.44%) VPN
2 27 (1.38%) WAN
3 22 (1.13%) HTTP
3 22 (1.13%) TCP/IP
4 16 (0.82%) BGP
5 15 (0.77%) 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
2 415 (21.28%) PostgreSQL
3 383 (19.64%) Big Data
4 299 (15.33%) Relational Database
5 238 (12.21%) DB2
6 196 (10.05%) Hadoop
7 158 (8.10%) SQL Server
8 153 (7.85%) Apache Cassandra
9 139 (7.13%) MySQL
10 132 (6.77%) Elasticsearch
11 95 (4.87%) Apache Hive
12 91 (4.67%) Data Warehouse
13 86 (4.41%) HBase
14 73 (3.74%) Data Lake
14 73 (3.74%) DynamoDB
15 71 (3.64%) Redis
16 53 (2.72%) Electronic Patient Records
17 49 (2.51%) Power BI
18 36 (1.85%) Tableau
19 35 (1.79%) Amazon Redshift
Development Applications
1 304 (15.59%) Git
2 244 (12.51%) Jenkins
3 150 (7.69%) JUnit
4 86 (4.41%) Bitbucket Server
5 55 (2.82%) JIRA
6 54 (2.77%) Mockito
7 51 (2.62%) 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 21 (1.08%) Cucumber
13 21 (1.08%) Jaeger
14 20 (1.03%) Octopus Deploy
15 17 (0.87%) Maven
15 17 (0.87%) Vagrant
16 9 (0.46%) Gatling
17 8 (0.41%) NUnit
17 8 (0.41%) Visual Studio
General
1 819 (42.00%) Inclusion and Diversity
2 815 (41.79%) Finance
3 679 (34.82%) Law
4 341 (17.49%) Public Sector
5 337 (17.28%) Legal
6 306 (15.69%) Marketing
7 221 (11.33%) Social Skills
8 163 (8.36%) Influencing Skills
9 117 (6.00%) Financial Institution
10 94 (4.82%) Banking
11 72 (3.69%) Analytical Skills
12 27 (1.38%) Investment Banking
13 24 (1.23%) Front Office
14 23 (1.18%) Telecoms
15 22 (1.13%) Games
16 20 (1.03%) Billing
17 19 (0.97%) Retail
18 15 (0.77%) Private Banking
19 14 (0.72%) Back Office
20 13 (0.67%) Electronics
Job Titles
1 706 (36.21%) Software Engineer
2 613 (31.44%) Developer
3 355 (18.21%) Lead
3 355 (18.21%) Senior
4 292 (14.97%) Java Engineer
5 277 (14.21%) Java Software Engineer
6 259 (13.28%) Full Stack Engineer
7 248 (12.72%) Big Data Engineer
7 248 (12.72%) Big Data Software Engineer
8 229 (11.74%) AWS Engineer
9 218 (11.18%) AWS Software Engineer
10 212 (10.87%) Scala Engineer
11 209 (10.72%) Scala Software Engineer
12 207 (10.62%) Lead Software Engineer
13 187 (9.59%) Full Stack Developer
14 148 (7.59%) Azure Developer
15 142 (7.28%) Architect
16 128 (6.56%) Lead Java Engineer
17 127 (6.51%) Senior Software Engineer
18 122 (6.26%) Full Stack Software Engineer
Libraries, Frameworks & Software Standards
1 656 (33.64%) React
2 525 (26.92%) AngularJS
3 519 (26.62%) .NET
4 426 (21.85%) CSS
5 421 (21.59%) HTML
6 396 (20.31%) Web Services
7 386 (19.79%) REST
8 356 (18.26%) Node.js
9 321 (16.46%) Spring
10 317 (16.26%) Twitter Bootstrap
11 313 (16.05%) jQuery
12 294 (15.08%) Vue
13 281 (14.41%) 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
18 150 (7.69%) JSON
19 142 (7.28%) RESTful
Miscellaneous
1 519 (26.62%) Algorithms
2 291 (14.92%) Cloud Native
3 277 (14.21%) Data Structures
4 255 (13.08%) Blockchain
5 251 (12.87%) Hybrid Cloud
6 113 (5.79%) e-Learning
7 98 (5.03%) Onboarding
8 92 (4.72%) Public Cloud
9 86 (4.41%) Distributed Systems
10 63 (3.23%) Market Risk
11 53 (2.72%) Product Ownership
12 35 (1.79%) Legacy Systems
13 33 (1.69%) Foreign Exchange (FX)
14 32 (1.64%) Management Information System
15 31 (1.59%) Replication
16 30 (1.54%) Mobile App
17 28 (1.44%) Clustering
18 27 (1.38%) IoT
19 26 (1.33%) Blog
20 24 (1.23%) Greenfield Project
Operating Systems
1 368 (18.87%) Linux
2 266 (13.64%) Android
3 259 (13.28%) Windows
4 252 (12.92%) Apple iOS
5 150 (7.69%) 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
10 1 (0.051%) Windows Server
Processes & Methodologies
1 1,296 (66.46%) Agile
2 946 (48.51%) Software Engineering
3 880 (45.13%) CI/CD
4 796 (40.82%) Artificial Intelligence
5 725 (37.18%) SDLC
6 539 (27.64%) Full Stack Development
7 534 (27.38%) Microservices
8 511 (26.21%) Operational Stability
9 498 (25.54%) Machine Learning
10 445 (22.82%) DevOps
11 369 (18.92%) Design Patterns
11 369 (18.92%) Mentoring
12 358 (18.36%) Continuous Improvement
13 349 (17.90%) Problem-Solving
14 340 (17.44%) Risk Management
15 333 (17.08%) OO
16 331 (16.97%) TDD
16 331 (16.97%) Visualisation
17 321 (16.46%) Community of Practice
18 296 (15.18%) Computer Science
Programming Languages
1 1,528 (78.36%) SQL
2 1,027 (52.67%) Java
3 703 (36.05%) JavaScript
4 675 (34.62%) Python
5 515 (26.41%) C#
6 317 (16.26%) Scala
7 287 (14.72%) TypeScript
8 93 (4.77%) PL/SQL
9 59 (3.03%) Kotlin
10 33 (1.69%) C++
11 30 (1.54%) PHP
11 30 (1.54%) R
12 26 (1.33%) Groovy
13 22 (1.13%) Go
13 22 (1.13%) Ruby
14 20 (1.03%) T-SQL
15 19 (0.97%) PowerShell
16 18 (0.92%) Shell Script
17 16 (0.82%) MATLAB
18 14 (0.72%) Perl
Qualifications
1 270 (13.85%) Degree
2 189 (9.69%) Computer Science Degree
3 118 (6.05%) Security Cleared
4 92 (4.72%) SC Cleared
5 59 (3.03%) Master's Degree
6 38 (1.95%) AWS Certification
7 31 (1.59%) Azure Certification
8 15 (0.77%) BPSS Clearance
9 14 (0.72%) PhD
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 43 (2.21%) Data Quality
3 23 (1.18%) GDPR
4 20 (1.03%) PMO
5 14 (0.72%) 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 3 (0.15%) WAI
11 2 (0.10%) ISO 9001
11 2 (0.10%) PCI DSS
11 2 (0.10%) SLA
12 1 (0.051%) WCAG
System Software
1 309 (15.85%) Docker
2 94 (4.82%) HDFS
3 32 (1.64%) Hyper-V
4 20 (1.03%) VMware NSX
5 13 (0.67%) Active Directory
6 4 (0.21%) VMware Infrastructure
7 3 (0.15%) Virtual Machines
8 1 (0.051%) Slurm Workload Manager
Systems Management
1 417 (21.38%) Kubernetes
2 222 (11.38%) Terraform
3 73 (3.74%) Ansible
4 59 (3.03%) Grafana
5 36 (1.85%) Prometheus
6 29 (1.49%) 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
9 4 (0.21%) Puppet
10 2 (0.10%) Kubeflow
10 2 (0.10%) logstash
10 2 (0.10%) Packer
10 2 (0.10%) Podman
10 2 (0.10%) Single Sign-On
10 2 (0.10%) ZABBIX
11 1 (0.051%) Progress Chef
Vendors
1 251 (12.87%) IBM
2 243 (12.46%) Red Hat
3 184 (9.44%) Databricks
4 181 (9.28%) Oracle
5 116 (5.95%) Microsoft
6 88 (4.51%) Informatica
7 73 (3.74%) Google
8 65 (3.33%) Cloudera
9 46 (2.36%) Splunk
10 39 (2.00%) Dynatrace
11 29 (1.49%) Atlassian
12 28 (1.44%) WSO2
13 24 (1.23%) VMware
14 16 (0.82%) Xilinx
15 11 (0.56%) Cisco
16 10 (0.51%) Xamarin
17 9 (0.46%) Facebook
18 8 (0.41%) Duck Creek
18 8 (0.41%) SAP
18 8 (0.41%) YouTube