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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 149 153 87
Rank change year-on-year +4 -66 +17
Permanent jobs citing NoSQL 1,938 2,296 6,705
As % of all permanent jobs advertised in the UK 1.89% 2.36% 4.02%
As % of the Database & Business Intelligence category 10.57% 10.93% 14.25%
Number of salaries quoted 843 1,101 1,954
10th Percentile £41,400 £47,500 £45,000
25th Percentile £52,500 £55,000 £52,500
Median annual salary (50th Percentile) £65,465 £75,000 £70,000
Median % change year-on-year -12.71% +7.14% +12.00%
75th Percentile £87,500 £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 18,328 21,007 47,066
As % of all permanent jobs advertised in the UK 17.86% 21.58% 28.19%
Number of salaries quoted 12,523 13,073 21,105
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 28 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 28 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 +73 1,550 £61,206 -5.84% 150
England -56 1,182 £65,465 -12.71% 286
Scotland +71 700 £61,000 -12.16% 13
Work from Home -140 399 £65,465 -6.48% 155
London -94 354 £80,000 -5.88% 144
South East +65 324 £65,000 - 29
North of England +29 266 £61,206 -12.56% 56
North West +48 190 £61,206 -11.87% 38
Midlands 0 154 £60,000 - 31
East Midlands +41 99 £55,000 -15.38% 10
South West -83 65 £56,250 -11.76% 10
West Midlands -46 55 £65,000 +8.33% 21
Yorkshire +5 52 £65,465 -8.44% 11
North East +9 26 £61,206 +4.03% 7
East of England -33 17 £72,500 +31.82% 11
Northern Ireland -11 16 £95,000 +90.00% 5
Wales -20 8 £61,250 +8.89% 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
1 410 (21.16%) Apache Spark
2 136 (7.02%) Apache
3 98 (5.06%) FileNet
4 27 (1.39%) Confluence
4 27 (1.39%) OpenStack
5 25 (1.29%) Apache Airflow
6 21 (1.08%) GemFire
7 20 (1.03%) IIS
8 16 (0.83%) SAS
9 15 (0.77%) SharePoint
10 12 (0.62%) CMS
11 10 (0.52%) nginx
12 7 (0.36%) ArcGIS
13 6 (0.31%) Drupal
14 4 (0.21%) Apache Solr
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 18 (0.93%) 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 (0.052%) 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 (0.052%) Shopify
Cloud Services
1 912 (47.06%) AWS
2 722 (37.25%) Azure
3 319 (16.46%) Serverless
4 240 (12.38%) IBM Cloud
5 174 (8.98%) Azure DevOps
6 153 (7.89%) Amazon S3
7 142 (7.33%) Azure Functions
8 139 (7.17%) GCP
9 133 (6.86%) Azure Logic Apps
10 128 (6.60%) Azure Service Bus
11 125 (6.45%) Azure API Management
12 112 (5.78%) AWS Lambda
13 109 (5.62%) Cloud Computing
14 102 (5.26%) Amazon ECS
15 99 (5.11%) GitHub
16 98 (5.06%) Amazon EKS
17 82 (4.23%) Amazon EC2
18 76 (3.92%) Amazon SQS
19 58 (2.99%) Amazon EMR
19 58 (2.99%) SaaS
Communications & Networking
1 28 (1.44%) VPN
2 27 (1.39%) WAN
3 23 (1.19%) HTTP
3 23 (1.19%) TCP/IP
4 18 (0.93%) 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 (0.41%) 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
1 461 (23.79%) MongoDB
2 425 (21.93%) PostgreSQL
3 375 (19.35%) Big Data
4 294 (15.17%) Relational Database
5 238 (12.28%) DB2
6 192 (9.91%) Hadoop
7 156 (8.05%) SQL Server
8 155 (8.00%) Apache Cassandra
9 135 (6.97%) MySQL
10 131 (6.76%) Elasticsearch
11 93 (4.80%) Apache Hive
12 86 (4.44%) DynamoDB
12 86 (4.44%) HBase
13 82 (4.23%) Data Warehouse
14 79 (4.08%) Redis
15 62 (3.20%) Data Lake
16 54 (2.79%) Electronic Patient Records
17 47 (2.43%) Power BI
18 37 (1.91%) Amazon Redshift
19 36 (1.86%) Amazon Aurora
Development Applications
1 309 (15.94%) Git
2 244 (12.59%) Jenkins
3 151 (7.79%) JUnit
4 85 (4.39%) Bitbucket Server
5 55 (2.84%) JIRA
6 51 (2.63%) Mockito
7 48 (2.48%) Jasmine
8 41 (2.12%) Selenium
9 37 (1.91%) GitLab
10 28 (1.44%) Cypress.io
11 24 (1.24%) CircleCI
11 24 (1.24%) SoapUI
12 22 (1.14%) Cucumber
13 21 (1.08%) Jaeger
14 20 (1.03%) Octopus Deploy
15 19 (0.98%) Vagrant
16 17 (0.88%) Gatling
17 16 (0.83%) Maven
18 8 (0.41%) Spinnaker
19 7 (0.36%) NUnit
General
1 808 (41.69%) Inclusion and Diversity
2 788 (40.66%) Finance
3 669 (34.52%) Law
4 339 (17.49%) Public Sector
5 334 (17.23%) Legal
6 299 (15.43%) Marketing
7 243 (12.54%) Social Skills
8 160 (8.26%) Influencing Skills
9 115 (5.93%) Financial Institution
10 83 (4.28%) Banking
11 71 (3.66%) Analytical Skills
12 27 (1.39%) Billing
12 27 (1.39%) Investment Banking
13 26 (1.34%) Front Office
14 22 (1.14%) Games
14 22 (1.14%) Telecoms
15 21 (1.08%) Electronics
16 17 (0.88%) Retail
17 15 (0.77%) Private Banking
18 13 (0.67%) Back Office
Job Titles
1 706 (36.43%) Software Engineer
2 607 (31.32%) Developer
3 353 (18.21%) Senior
4 352 (18.16%) Lead
5 290 (14.96%) Java Engineer
6 277 (14.29%) Java Software Engineer
7 259 (13.36%) Full Stack Engineer
8 243 (12.54%) Big Data Engineer
8 243 (12.54%) Big Data Software Engineer
9 226 (11.66%) AWS Engineer
10 215 (11.09%) AWS Software Engineer
11 212 (10.94%) Scala Engineer
12 206 (10.63%) Lead Software Engineer
13 205 (10.58%) Scala Software Engineer
14 183 (9.44%) Full Stack Developer
15 150 (7.74%) Azure Developer
16 142 (7.33%) Architect
17 127 (6.55%) Lead Java Engineer
18 125 (6.45%) Senior Software Engineer
19 121 (6.24%) Full Stack Software Engineer
Libraries, Frameworks & Software Standards
1 649 (33.49%) React
2 517 (26.68%) .NET
2 517 (26.68%) AngularJS
3 427 (22.03%) CSS
4 423 (21.83%) HTML
5 408 (21.05%) Web Services
6 396 (20.43%) REST
7 360 (18.58%) Node.js
8 318 (16.41%) Twitter Bootstrap
9 317 (16.36%) Spring
10 316 (16.31%) jQuery
11 295 (15.22%) Vue
12 281 (14.50%) Kafka
13 276 (14.24%) ASP.NET
14 247 (12.75%) ASP.NET Core
15 238 (12.28%) Backbone.js
15 238 (12.28%) Ember.js
16 165 (8.51%) J2EE
17 156 (8.05%) GraphQL
18 146 (7.53%) JSON
Miscellaneous
1 518 (26.73%) Algorithms
2 286 (14.76%) Cloud Native
3 276 (14.24%) Data Structures
4 251 (12.95%) Hybrid Cloud
5 247 (12.75%) Blockchain
6 113 (5.83%) e-Learning
7 97 (5.01%) Onboarding
8 91 (4.70%) Distributed Systems
9 90 (4.64%) Public Cloud
10 62 (3.20%) Market Risk
11 49 (2.53%) Product Ownership
12 38 (1.96%) Blog
13 33 (1.70%) Legacy Systems
14 31 (1.60%) Foreign Exchange (FX)
14 31 (1.60%) Management Information System
14 31 (1.60%) Replication
15 30 (1.55%) Mobile App
16 29 (1.50%) IoT
17 28 (1.44%) Clustering
18 26 (1.34%) Media Streaming
Operating Systems
1 374 (19.30%) Linux
2 267 (13.78%) Android
3 258 (13.31%) Windows
4 251 (12.95%) Apple iOS
5 145 (7.48%) Unix
6 30 (1.55%) CentOS
7 20 (1.03%) Ubuntu
8 19 (0.98%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
Processes & Methodologies
1 1,289 (66.51%) Agile
2 951 (49.07%) Software Engineering
3 875 (45.15%) CI/CD
4 791 (40.82%) Artificial Intelligence
5 712 (36.74%) SDLC
6 533 (27.50%) Full Stack Development
7 524 (27.04%) Microservices
8 503 (25.95%) Operational Stability
9 495 (25.54%) Machine Learning
10 447 (23.07%) DevOps
11 372 (19.20%) Mentoring
12 371 (19.14%) Design Patterns
13 354 (18.27%) Continuous Improvement
14 348 (17.96%) Problem-Solving
15 337 (17.39%) Risk Management
16 333 (17.18%) OO
17 330 (17.03%) Visualisation
18 328 (16.92%) TDD
19 317 (16.36%) Community of Practice
20 308 (15.89%) Computer Science
Programming Languages
1 1,519 (78.38%) SQL
2 1,028 (53.04%) Java
3 699 (36.07%) JavaScript
4 682 (35.19%) Python
5 519 (26.78%) C#
6 323 (16.67%) Scala
7 285 (14.71%) TypeScript
8 91 (4.70%) PL/SQL
9 61 (3.15%) Kotlin
10 35 (1.81%) C++
11 29 (1.50%) R
12 27 (1.39%) PHP
13 26 (1.34%) Groovy
14 25 (1.29%) Go
14 25 (1.29%) Ruby
15 19 (0.98%) PowerShell
15 19 (0.98%) T-SQL
16 17 (0.88%) Shell Script
17 16 (0.83%) MATLAB
17 16 (0.83%) Perl
Qualifications
1 285 (14.71%) Degree
2 200 (10.32%) Computer Science Degree
3 119 (6.14%) Security Cleared
4 93 (4.80%) SC Cleared
5 62 (3.20%) Master's Degree
6 37 (1.91%) AWS Certification
7 30 (1.55%) Azure Certification
8 16 (0.83%) 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 (0.052%) Postgraduate
Quality Assurance & Compliance
1 70 (3.61%) QA
2 44 (2.27%) Data Quality
3 23 (1.19%) GDPR
4 19 (0.98%) 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 (0.052%) ISO 9001
11 1 (0.052%) WCAG
System Software
1 298 (15.38%) Docker
2 93 (4.80%) HDFS
3 32 (1.65%) 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 (0.052%) KVM
8 1 (0.052%) Slurm Workload Manager
8 1 (0.052%) VMware ESXi
Systems Management
1 408 (21.05%) Kubernetes
2 220 (11.35%) Terraform
3 75 (3.87%) Ansible
4 60 (3.10%) Grafana
5 36 (1.86%) Prometheus
6 30 (1.55%) 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 (0.052%) HP Fortify
12 1 (0.052%) Progress Chef
Vendors
1 245 (12.64%) IBM
2 244 (12.59%) Red Hat
3 182 (9.39%) Oracle
4 179 (9.24%) Databricks
5 117 (6.04%) Microsoft
6 88 (4.54%) Informatica
7 78 (4.02%) Google
8 65 (3.35%) Cloudera
9 47 (2.43%) Splunk
10 39 (2.01%) Dynatrace
11 27 (1.39%) WSO2
12 25 (1.29%) Atlassian
13 23 (1.19%) VMware
14 18 (0.93%) Xilinx
15 11 (0.57%) Cisco
16 10 (0.52%) Xamarin
17 9 (0.46%) Facebook
18 8 (0.41%) Duck Creek
18 8 (0.41%) SAP
19 7 (0.36%) Bloomberg