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

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 143 154 87
Rank change year-on-year +11 -67 +20
Permanent jobs citing NoSQL 1,945 2,391 6,249
As % of all permanent jobs advertised in the UK 1.95% 2.40% 3.90%
As % of the Database & Business Intelligence category 10.65% 11.22% 13.95%
Number of salaries quoted 862 1,150 1,962
10th Percentile £42,500 £46,250 £45,000
25th Percentile £52,500 £54,063 £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 £90,000 £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 18,258 21,310 44,800
As % of all permanent jobs advertised in the UK 18.32% 21.39% 27.99%
Number of salaries quoted 12,535 13,278 20,990
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 £80,000
90th Percentile £96,539 £102,800 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +9.86%

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 16 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 16 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 +68 1,548 £61,206 -5.84% 135
England -62 1,178 £65,465 -12.71% 240
Scotland +61 715 £61,000 -12.16% 13
Work from Home -145 402 £65,465 -6.48% 147
London -95 362 £80,000 -5.88% 121
South East +57 319 £66,250 +6.00% 27
North of England +8 251 £61,206 -12.56% 43
North West +27 174 £61,206 -11.87% 30
Midlands -8 151 £60,000 - 28
East Midlands +34 96 £55,000 +10.00% 9
South West -71 74 £55,000 -15.38% 10
West Midlands -46 55 £65,000 +8.33% 19
Yorkshire -5 53 £65,465 -8.44% 6
North East +8 26 £61,206 +4.03% 7
East of England -30 17 £72,500 +20.83% 5
Northern Ireland -12 13 £95,000 +90.00% 8
Wales -13 9 £65,000 +30.00% 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 (21.54%) Apache Spark
2 140 (7.20%) Apache
3 98 (5.04%) FileNet
4 28 (1.44%) OpenStack
5 26 (1.34%) Apache Airflow
5 26 (1.34%) Confluence
6 23 (1.18%) IIS
7 21 (1.08%) GemFire
8 18 (0.93%) SharePoint
9 15 (0.77%) SAS
10 11 (0.57%) nginx
11 10 (0.51%) CMS
12 7 (0.36%) ArcGIS
13 6 (0.31%) Apache Solr
14 5 (0.26%) Drupal
15 4 (0.21%) Tomcat
16 2 (0.10%) Cloud Foundry
16 2 (0.10%) Umbraco
17 1 (0.051%) Mule
17 1 (0.051%) WordPress
Applications
1 14 (0.72%) 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 6 (0.31%) Maximo
3 5 (0.26%) Dynamics AX
4 4 (0.21%) Sparx Enterprise Architect
5 2 (0.10%) Sage 200
6 1 (0.051%) Shopify
Cloud Services
1 910 (46.79%) AWS
2 733 (37.69%) Azure
3 321 (16.50%) Serverless
4 240 (12.34%) IBM Cloud
5 180 (9.25%) Azure DevOps
6 152 (7.81%) Amazon S3
7 149 (7.66%) GCP
8 143 (7.35%) Azure Functions
9 134 (6.89%) Azure Logic Apps
10 130 (6.68%) Azure Service Bus
11 125 (6.43%) Azure API Management
12 112 (5.76%) AWS Lambda
13 109 (5.60%) Cloud Computing
14 105 (5.40%) Amazon ECS
15 101 (5.19%) Amazon EKS
16 99 (5.09%) GitHub
17 83 (4.27%) Amazon EC2
18 76 (3.91%) Amazon SQS
19 65 (3.34%) SaaS
20 62 (3.19%) Power Platform
Communications & Networking
1 29 (1.49%) WAN
2 28 (1.44%) VPN
3 22 (1.13%) TCP/IP
4 21 (1.08%) HTTP
5 16 (0.82%) BGP
6 15 (0.77%) 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%) OSPF
11 5 (0.26%) Reverse Proxy
11 5 (0.26%) SSL
11 5 (0.26%) VLAN
Database & Business Intelligence
1 459 (23.60%) MongoDB
2 412 (21.18%) PostgreSQL
3 384 (19.74%) Big Data
4 299 (15.37%) Relational Database
5 238 (12.24%) DB2
6 196 (10.08%) Hadoop
7 161 (8.28%) SQL Server
8 153 (7.87%) Apache Cassandra
9 138 (7.10%) MySQL
10 132 (6.79%) Elasticsearch
11 95 (4.88%) Apache Hive
12 92 (4.73%) Data Warehouse
13 86 (4.42%) HBase
14 73 (3.75%) Data Lake
15 70 (3.60%) DynamoDB
16 69 (3.55%) Redis
17 53 (2.72%) Electronic Patient Records
18 49 (2.52%) Power BI
19 36 (1.85%) Tableau
20 35 (1.80%) Amazon Redshift
Development Applications
1 301 (15.48%) Git
2 243 (12.49%) Jenkins
3 150 (7.71%) JUnit
4 86 (4.42%) Bitbucket Server
5 54 (2.78%) JIRA
5 54 (2.78%) Mockito
6 51 (2.62%) Jasmine
7 40 (2.06%) Selenium
8 36 (1.85%) GitLab
9 27 (1.39%) Cypress.io
10 25 (1.29%) CircleCI
11 23 (1.18%) SoapUI
12 21 (1.08%) Cucumber
12 21 (1.08%) Jaeger
13 20 (1.03%) Octopus Deploy
14 17 (0.87%) Maven
15 15 (0.77%) Vagrant
16 9 (0.46%) Team Foundation Server
17 8 (0.41%) NUnit
17 8 (0.41%) Visual Studio
General
1 819 (42.11%) Inclusion and Diversity
2 814 (41.85%) Finance
3 679 (34.91%) Law
4 341 (17.53%) Public Sector
5 337 (17.33%) Legal
6 306 (15.73%) Marketing
7 214 (11.00%) Social Skills
8 163 (8.38%) Influencing Skills
9 117 (6.02%) Financial Institution
10 93 (4.78%) Banking
11 70 (3.60%) Analytical Skills
12 27 (1.39%) Investment Banking
13 24 (1.23%) Front Office
14 23 (1.18%) Telecoms
15 22 (1.13%) Games
16 19 (0.98%) Retail
17 18 (0.93%) Billing
18 15 (0.77%) Private Banking
19 14 (0.72%) Back Office
20 12 (0.62%) Organisational Skills
Job Titles
1 700 (35.99%) Software Engineer
2 614 (31.57%) Developer
3 354 (18.20%) Lead
4 352 (18.10%) Senior
5 293 (15.06%) Java Engineer
6 277 (14.24%) Java Software Engineer
7 259 (13.32%) Full Stack Engineer
8 248 (12.75%) Big Data Engineer
8 248 (12.75%) Big Data Software Engineer
9 229 (11.77%) AWS Engineer
10 218 (11.21%) AWS Software Engineer
11 211 (10.85%) Scala Engineer
12 209 (10.75%) Scala Software Engineer
13 206 (10.59%) Lead Software Engineer
14 186 (9.56%) Full Stack Developer
15 148 (7.61%) Azure Developer
16 140 (7.20%) Architect
17 128 (6.58%) Lead Java Engineer
18 126 (6.48%) Senior Software Engineer
19 122 (6.27%) Full Stack Software Engineer
Libraries, Frameworks & Software Standards
1 654 (33.62%) React
2 525 (26.99%) AngularJS
3 518 (26.63%) .NET
4 426 (21.90%) CSS
5 421 (21.65%) HTML
6 392 (20.15%) Web Services
7 384 (19.74%) REST
8 355 (18.25%) Node.js
9 323 (16.61%) Spring
10 317 (16.30%) Twitter Bootstrap
11 313 (16.09%) jQuery
12 293 (15.06%) Vue
13 283 (14.55%) Kafka
14 275 (14.14%) ASP.NET
15 247 (12.70%) ASP.NET Core
16 238 (12.24%) Backbone.js
16 238 (12.24%) Ember.js
17 165 (8.48%) J2EE
18 150 (7.71%) JSON
19 142 (7.30%) RESTful
Miscellaneous
1 519 (26.68%) Algorithms
2 291 (14.96%) Cloud Native
3 277 (14.24%) Data Structures
4 255 (13.11%) Blockchain
5 251 (12.90%) Hybrid Cloud
6 113 (5.81%) e-Learning
7 98 (5.04%) Onboarding
8 94 (4.83%) Public Cloud
9 86 (4.42%) Distributed Systems
10 63 (3.24%) Market Risk
11 52 (2.67%) Product Ownership
12 33 (1.70%) Foreign Exchange (FX)
12 33 (1.70%) Legacy Systems
13 32 (1.65%) Management Information System
14 31 (1.59%) Replication
15 30 (1.54%) Clustering
15 30 (1.54%) Mobile App
16 27 (1.39%) IoT
17 24 (1.23%) Greenfield Project
18 23 (1.18%) Blog
Operating Systems
1 366 (18.82%) Linux
2 264 (13.57%) Android
3 259 (13.32%) Windows
4 252 (12.96%) Apple iOS
5 150 (7.71%) Unix
6 26 (1.34%) CentOS
7 16 (0.82%) Ubuntu
8 15 (0.77%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
10 1 (0.051%) Windows Server
Processes & Methodologies
1 1,288 (66.22%) Agile
2 940 (48.33%) Software Engineering
3 880 (45.24%) CI/CD
4 793 (40.77%) Artificial Intelligence
5 724 (37.22%) SDLC
6 539 (27.71%) Full Stack Development
7 530 (27.25%) Microservices
8 511 (26.27%) Operational Stability
9 495 (25.45%) Machine Learning
10 439 (22.57%) DevOps
11 367 (18.87%) Design Patterns
12 366 (18.82%) Mentoring
13 358 (18.41%) Continuous Improvement
14 347 (17.84%) Problem-Solving
15 339 (17.43%) Risk Management
16 334 (17.17%) TDD
17 332 (17.07%) OO
18 330 (16.97%) Visualisation
19 321 (16.50%) Community of Practice
20 291 (14.96%) Coaching
Programming Languages
1 1,524 (78.35%) SQL
2 1,027 (52.80%) Java
3 702 (36.09%) JavaScript
4 673 (34.60%) Python
5 513 (26.38%) C#
6 314 (16.14%) Scala
7 288 (14.81%) TypeScript
8 93 (4.78%) PL/SQL
9 58 (2.98%) Kotlin
10 31 (1.59%) C++
11 30 (1.54%) R
12 29 (1.49%) PHP
13 26 (1.34%) Groovy
14 22 (1.13%) Go
14 22 (1.13%) Ruby
15 19 (0.98%) PowerShell
15 19 (0.98%) T-SQL
16 18 (0.93%) Shell Script
17 16 (0.82%) MATLAB
18 14 (0.72%) Perl
Qualifications
1 263 (13.52%) Degree
2 182 (9.36%) Computer Science Degree
3 119 (6.12%) Security Cleared
4 91 (4.68%) SC Cleared
5 59 (3.03%) Master's Degree
6 36 (1.85%) AWS Certification
7 31 (1.59%) Azure Certification
8 16 (0.82%) BPSS Clearance
9 14 (0.72%) 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 (0.051%) AWS Certified Solutions Architect
15 1 (0.051%) Postgraduate
Quality Assurance & Compliance
1 69 (3.55%) QA
2 43 (2.21%) Data Quality
3 21 (1.08%) GDPR
4 20 (1.03%) PMO
5 14 (0.72%) 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 (0.051%) WCAG
System Software
1 310 (15.94%) Docker
2 94 (4.83%) HDFS
3 32 (1.65%) Hyper-V
4 22 (1.13%) 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
1 418 (21.49%) Kubernetes
2 218 (11.21%) Terraform
3 71 (3.65%) 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
1 252 (12.96%) IBM
2 243 (12.49%) Red Hat
3 184 (9.46%) Databricks
4 181 (9.31%) Oracle
5 119 (6.12%) Microsoft
6 88 (4.52%) Informatica
7 72 (3.70%) Google
8 65 (3.34%) Cloudera
9 46 (2.37%) Splunk
10 39 (2.01%) Dynatrace
11 29 (1.49%) Atlassian
12 28 (1.44%) WSO2
13 26 (1.34%) VMware
14 14 (0.72%) Xilinx
15 11 (0.57%) 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