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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 147 150 87
Rank change year-on-year +3 -63 +21
Permanent jobs citing NoSQL 1,936 2,425 6,074
As % of all permanent jobs advertised in the UK 1.95% 2.39% 3.86%
As % of the Database & Business Intelligence category 10.64% 11.19% 13.81%
Number of salaries quoted 865 1,172 1,996
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 £103,000
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 18,197 21,669 43,969
As % of all permanent jobs advertised in the UK 18.35% 21.34% 27.93%
Number of salaries quoted 12,547 13,515 21,192
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 £79,000
90th Percentile £95,000 £102,500 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +8.25%

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 8 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 8 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 +61 1,545 £62,500 -3.85% 134
England -67 1,163 £67,500 -10.00% 243
Scotland +70 722 £61,000 -12.16% 12
Work from Home -145 397 £65,465 -6.48% 124
London -102 356 £80,000 -5.88% 121
South East +56 311 £73,750 +22.92% 34
North of England +8 244 £61,206 -12.56% 47
North West +22 165 £61,206 -11.87% 35
Midlands -13 152 £60,000 - 19
East Midlands +30 96 £55,000 - 4
South West -61 80 £55,000 -18.18% 11
Yorkshire +7 56 £65,465 -8.44% 7
West Midlands -42 56 £65,000 +4.00% 15
North East +11 25 £61,206 -12.56% 5
East of England -22 17 £72,500 +26.09% 4
Northern Ireland -12 12 £95,000 +90.00% 6
Wales -8 9 £65,000 +30.00% 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 (21.64%) Apache Spark
2 141 (7.28%) Apache
3 98 (5.06%) FileNet
4 28 (1.45%) OpenStack
5 27 (1.39%) IIS
6 26 (1.34%) Apache Airflow
7 25 (1.29%) Confluence
8 21 (1.08%) GemFire
9 19 (0.98%) SharePoint
10 14 (0.72%) SAS
11 11 (0.57%) nginx
12 10 (0.52%) CMS
13 7 (0.36%) Apache Solr
13 7 (0.36%) 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%) Umbraco
17 1 (0.052%) WordPress
Applications
1 12 (0.62%) 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 (0.052%) Chatbot
Business Applications
1 9 (0.46%) Dynamics CRM
2 7 (0.36%) Maximo
3 5 (0.26%) Dynamics AX
4 4 (0.21%) Sparx Enterprise Architect
5 2 (0.10%) Sage 200
Cloud Services
1 905 (46.75%) AWS
2 735 (37.96%) Azure
3 321 (16.58%) Serverless
4 240 (12.40%) IBM Cloud
5 180 (9.30%) Azure DevOps
6 155 (8.01%) GCP
7 149 (7.70%) Amazon S3
8 142 (7.33%) Azure Functions
9 134 (6.92%) Azure Logic Apps
10 131 (6.77%) Azure Service Bus
11 125 (6.46%) Azure API Management
12 112 (5.79%) Cloud Computing
13 110 (5.68%) AWS Lambda
14 103 (5.32%) Amazon ECS
15 101 (5.22%) Amazon EKS
16 98 (5.06%) GitHub
17 82 (4.24%) Amazon EC2
18 74 (3.82%) Amazon SQS
19 73 (3.77%) SaaS
20 62 (3.20%) Power Platform
Communications & Networking
1 33 (1.70%) WAN
2 28 (1.45%) VPN
3 21 (1.08%) TCP/IP
4 20 (1.03%) HTTP
5 16 (0.83%) BGP
6 14 (0.72%) MQTT
7 12 (0.62%) Firewall
7 12 (0.62%) Network Security
8 11 (0.57%) Ethernet VPN
8 11 (0.57%) MPLS
9 9 (0.46%) DNS
10 7 (0.36%) IPsec
10 7 (0.36%) LAN
10 7 (0.36%) Wireless
11 5 (0.26%) DHCP
11 5 (0.26%) Intrusion Detection
11 5 (0.26%) NGFW
11 5 (0.26%) OSPF
11 5 (0.26%) Reverse Proxy
11 5 (0.26%) VLAN
Database & Business Intelligence
1 458 (23.66%) MongoDB
2 402 (20.76%) PostgreSQL
3 385 (19.89%) Big Data
4 297 (15.34%) Relational Database
5 239 (12.35%) DB2
6 196 (10.12%) Hadoop
7 164 (8.47%) SQL Server
8 154 (7.95%) Apache Cassandra
9 143 (7.39%) MySQL
10 135 (6.97%) Elasticsearch
11 96 (4.96%) Data Warehouse
12 95 (4.91%) Apache Hive
13 87 (4.49%) HBase
14 76 (3.93%) Data Lake
15 62 (3.20%) DynamoDB
15 62 (3.20%) Redis
16 53 (2.74%) Electronic Patient Records
17 48 (2.48%) Power BI
18 35 (1.81%) Amazon Redshift
19 34 (1.76%) Tableau
Development Applications
1 297 (15.34%) Git
2 243 (12.55%) Jenkins
3 151 (7.80%) JUnit
4 86 (4.44%) Bitbucket Server
5 56 (2.89%) Mockito
6 53 (2.74%) Jasmine
6 53 (2.74%) JIRA
7 40 (2.07%) Selenium
8 36 (1.86%) GitLab
9 28 (1.45%) Cypress.io
10 25 (1.29%) CircleCI
11 24 (1.24%) SoapUI
12 21 (1.08%) Cucumber
12 21 (1.08%) Jaeger
13 19 (0.98%) Octopus Deploy
14 17 (0.88%) Maven
15 13 (0.67%) Vagrant
16 10 (0.52%) Team Foundation Server
17 8 (0.41%) NUnit
17 8 (0.41%) Visual Studio
General
1 820 (42.36%) Inclusion and Diversity
2 815 (42.10%) Finance
3 678 (35.02%) Law
4 341 (17.61%) Public Sector
5 336 (17.36%) Legal
6 305 (15.75%) Marketing
7 199 (10.28%) Social Skills
8 163 (8.42%) Influencing Skills
9 117 (6.04%) Financial Institution
10 96 (4.96%) Banking
11 67 (3.46%) Analytical Skills
12 27 (1.39%) Investment Banking
13 22 (1.14%) Front Office
13 22 (1.14%) Telecoms
14 21 (1.08%) Games
15 18 (0.93%) Retail
16 15 (0.77%) Private Banking
17 13 (0.67%) Back Office
18 11 (0.57%) Organisational Skills
19 10 (0.52%) Billing
Job Titles
1 686 (35.43%) Software Engineer
2 618 (31.92%) Developer
3 355 (18.34%) Lead
4 350 (18.08%) Senior
5 292 (15.08%) Java Engineer
6 277 (14.31%) Java Software Engineer
7 261 (13.48%) Full Stack Engineer
8 248 (12.81%) Big Data Engineer
8 248 (12.81%) Big Data Software Engineer
9 228 (11.78%) AWS Engineer
10 218 (11.26%) AWS Software Engineer
11 210 (10.85%) Scala Engineer
12 209 (10.80%) Scala Software Engineer
13 203 (10.49%) Lead Software Engineer
14 189 (9.76%) Full Stack Developer
15 147 (7.59%) Azure Developer
16 141 (7.28%) Architect
17 127 (6.56%) Lead Java Engineer
18 125 (6.46%) Senior Software Engineer
19 122 (6.30%) Full Stack Software Engineer
Libraries, Frameworks & Software Standards
1 660 (34.09%) React
2 528 (27.27%) AngularJS
3 522 (26.96%) .NET
4 428 (22.11%) CSS
5 422 (21.80%) HTML
6 381 (19.68%) Web Services
7 375 (19.37%) REST
8 356 (18.39%) Node.js
9 323 (16.68%) Spring
10 317 (16.37%) Twitter Bootstrap
11 313 (16.17%) jQuery
12 293 (15.13%) Vue
13 284 (14.67%) Kafka
14 275 (14.20%) ASP.NET
15 247 (12.76%) ASP.NET Core
16 238 (12.29%) Backbone.js
16 238 (12.29%) Ember.js
17 165 (8.52%) J2EE
18 152 (7.85%) JSON
19 138 (7.13%) RESTful
Miscellaneous
1 519 (26.81%) Algorithms
2 292 (15.08%) Cloud Native
3 276 (14.26%) Data Structures
4 259 (13.38%) Blockchain
5 250 (12.91%) Hybrid Cloud
6 113 (5.84%) e-Learning
7 98 (5.06%) Public Cloud
8 97 (5.01%) Onboarding
9 88 (4.55%) Distributed Systems
10 63 (3.25%) Market Risk
11 49 (2.53%) Product Ownership
12 34 (1.76%) Clustering
12 34 (1.76%) Foreign Exchange (FX)
13 32 (1.65%) Legacy Systems
13 32 (1.65%) Management Information System
14 31 (1.60%) Replication
15 30 (1.55%) Mobile App
16 25 (1.29%) IoT
17 23 (1.19%) Mainframe
18 22 (1.14%) Greenfield Project
Operating Systems
1 360 (18.60%) Linux
2 261 (13.48%) Android
3 259 (13.38%) Windows
4 251 (12.96%) Apple iOS
5 152 (7.85%) Unix
6 24 (1.24%) CentOS
7 14 (0.72%) Ubuntu
8 13 (0.67%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
10 1 (0.052%) Windows Server
Processes & Methodologies
1 1,274 (65.81%) Agile
2 921 (47.57%) Software Engineering
3 880 (45.45%) CI/CD
4 796 (41.12%) Artificial Intelligence
5 723 (37.35%) SDLC
6 540 (27.89%) Full Stack Development
7 531 (27.43%) Microservices
8 511 (26.39%) Operational Stability
9 501 (25.88%) Machine Learning
10 425 (21.95%) DevOps
11 366 (18.90%) Design Patterns
12 360 (18.60%) Mentoring
13 355 (18.34%) Continuous Improvement
14 346 (17.87%) Problem-Solving
15 338 (17.46%) Risk Management
16 334 (17.25%) OO
17 330 (17.05%) TDD
17 330 (17.05%) Visualisation
18 321 (16.58%) Community of Practice
19 286 (14.77%) Coaching
Programming Languages
1 1,521 (78.56%) SQL
2 1,015 (52.43%) Java
3 704 (36.36%) JavaScript
4 659 (34.04%) Python
5 515 (26.60%) C#
6 306 (15.81%) Scala
7 295 (15.24%) TypeScript
8 93 (4.80%) PL/SQL
9 49 (2.53%) Kotlin
10 30 (1.55%) R
11 29 (1.50%) PHP
12 28 (1.45%) C++
13 26 (1.34%) Groovy
14 22 (1.14%) Ruby
15 21 (1.08%) Go
16 19 (0.98%) PowerShell
17 18 (0.93%) Shell Script
17 18 (0.93%) T-SQL
18 16 (0.83%) MATLAB
19 14 (0.72%) Perl
Qualifications
1 254 (13.12%) Degree
2 175 (9.04%) Computer Science Degree
3 119 (6.15%) Security Cleared
4 87 (4.49%) SC Cleared
5 58 (3.00%) Master's Degree
6 36 (1.86%) AWS Certification
7 31 (1.60%) Azure Certification
8 17 (0.88%) BPSS Clearance
9 13 (0.67%) PhD
10 8 (0.41%) 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%) BC Cleared
15 1 (0.052%) AWS Certified Solutions Architect
15 1 (0.052%) DBS Check
Quality Assurance & Compliance
1 63 (3.25%) QA
2 42 (2.17%) Data Quality
3 21 (1.08%) GDPR
4 20 (1.03%) PMO
5 12 (0.62%) Accessibility
6 9 (0.46%) HIPAA
7 8 (0.41%) PSD2
8 4 (0.21%) California Consumer Privacy Act
8 4 (0.21%) ISO/IEC 27001
9 3 (0.15%) WAI
10 2 (0.10%) ISO 9001
10 2 (0.10%) PCI DSS
10 2 (0.10%) SLA
11 1 (0.052%) WCAG
System Software
1 319 (16.48%) Docker
2 94 (4.86%) HDFS
3 32 (1.65%) Hyper-V
4 26 (1.34%) VMware NSX
5 12 (0.62%) Active Directory
6 4 (0.21%) VMware Infrastructure
7 3 (0.15%) Virtual Machines
8 1 (0.052%) Slurm Workload Manager
Systems Management
1 421 (21.75%) Kubernetes
2 217 (11.21%) Terraform
3 69 (3.56%) Ansible
4 57 (2.94%) Grafana
5 35 (1.81%) Prometheus
6 28 (1.45%) 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 (0.052%) Progress Chef
11 1 (0.052%) Rancher
Vendors
1 255 (13.17%) IBM
2 243 (12.55%) Red Hat
3 184 (9.50%) Databricks
4 176 (9.09%) Oracle
5 122 (6.30%) Microsoft
6 88 (4.55%) Informatica
7 71 (3.67%) Google
8 65 (3.36%) Cloudera
9 46 (2.38%) Splunk
10 39 (2.01%) Dynatrace
11 30 (1.55%) Atlassian
11 30 (1.55%) VMware
12 28 (1.45%) WSO2
13 12 (0.62%) Xilinx
14 11 (0.57%) Cisco
15 10 (0.52%) Xamarin
16 9 (0.46%) Facebook
17 8 (0.41%) Duck Creek
17 8 (0.41%) SAP
17 8 (0.41%) YouTube