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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 146 153 87
Rank change year-on-year +7 -66 +19
Permanent jobs citing NoSQL 1,950 2,383 6,360
As % of all permanent jobs advertised in the UK 1.95% 2.40% 3.91%
As % of the Database & Business Intelligence category 10.67% 11.13% 13.94%
Number of salaries quoted 862 1,153 1,957
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 £88,750 £95,000 £87,500
90th Percentile £112,500 £110,000 £103,300
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 18,271 21,401 45,622
As % of all permanent jobs advertised in the UK 18.29% 21.52% 28.02%
Number of salaries quoted 12,519 13,364 21,166
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 £83,250 £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 20 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 20 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 1,557 £61,206 -5.84% 189
England -61 1,185 £65,465 -12.71% 316
Scotland +61 712 £61,000 -12.16% 18
Work from Home -128 407 £65,465 -6.48% 161
London -102 358 £80,000 -5.88% 172
South East +68 324 £65,000 +0.95% 58
North of England +20 257 £61,206 -12.56% 50
North West +26 180 £61,206 -11.87% 34
Midlands -19 152 £60,000 - 39
East Midlands +30 97 £55,000 -4.35% 10
South West -72 73 £55,000 -15.38% 8
West Midlands -43 55 £65,000 +8.33% 29
Yorkshire +3 53 £65,465 -8.44% 9
North East +14 26 £61,206 +4.03% 7
East of England -28 17 £72,500 +26.09% 9
Northern Ireland -7 14 £95,000 +90.00% 7
Wales -14 8 £61,250 +8.89% 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
2 139 (7.13%) Apache
3 98 (5.03%) FileNet
4 28 (1.44%) OpenStack
5 26 (1.33%) Confluence
6 25 (1.28%) Apache Airflow
7 21 (1.08%) GemFire
8 20 (1.03%) IIS
9 17 (0.87%) SharePoint
10 15 (0.77%) SAS
11 11 (0.56%) CMS
11 11 (0.56%) nginx
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
15 2 (0.10%) WordPress
16 1 (0.051%) Sitecore CMS
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
1 915 (46.92%) AWS
2 730 (37.44%) Azure
3 320 (16.41%) Serverless
4 240 (12.31%) IBM Cloud
5 178 (9.13%) Azure DevOps
6 153 (7.85%) Amazon S3
7 149 (7.64%) GCP
8 142 (7.28%) Azure Functions
9 133 (6.82%) Azure Logic Apps
10 129 (6.62%) Azure Service Bus
11 125 (6.41%) Azure API Management
12 113 (5.79%) AWS Lambda
13 107 (5.49%) Cloud Computing
14 105 (5.38%) Amazon ECS
15 101 (5.18%) Amazon EKS
16 98 (5.03%) GitHub
17 84 (4.31%) Amazon EC2
18 77 (3.95%) Amazon SQS
19 67 (3.44%) SaaS
20 60 (3.08%) 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%) NGFW
10 5 (0.26%) OSPF
10 5 (0.26%) Reverse Proxy
10 5 (0.26%) VLAN
Database & Business Intelligence
1 459 (23.54%) MongoDB
2 416 (21.33%) PostgreSQL
3 384 (19.69%) Big Data
4 298 (15.28%) 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
10 131 (6.72%) Elasticsearch
11 94 (4.82%) Apache Hive
12 92 (4.72%) Data Warehouse
13 86 (4.41%) HBase
14 76 (3.90%) DynamoDB
15 73 (3.74%) Data Lake
16 71 (3.64%) Redis
17 54 (2.77%) Electronic Patient Records
18 48 (2.46%) Power BI
19 36 (1.85%) Amazon Redshift
20 35 (1.79%) Tableau
Development Applications
1 307 (15.74%) Git
2 245 (12.56%) Jenkins
3 150 (7.69%) JUnit
4 86 (4.41%) Bitbucket Server
5 54 (2.77%) JIRA
6 53 (2.72%) Mockito
7 50 (2.56%) Jasmine
8 41 (2.10%) Selenium
9 36 (1.85%) GitLab
10 28 (1.44%) Cypress.io
11 25 (1.28%) CircleCI
12 24 (1.23%) SoapUI
13 21 (1.08%) Cucumber
13 21 (1.08%) Jaeger
14 19 (0.97%) Octopus Deploy
15 17 (0.87%) Maven
15 17 (0.87%) Vagrant
16 10 (0.51%) Gatling
17 8 (0.41%) Team Foundation Server
17 8 (0.41%) Visual Studio
General
1 818 (41.95%) Inclusion and Diversity
2 814 (41.74%) Finance
3 679 (34.82%) Law
4 341 (17.49%) Public Sector
5 337 (17.28%) Legal
6 306 (15.69%) Marketing
7 223 (11.44%) Social Skills
8 163 (8.36%) Influencing Skills
9 117 (6.00%) Financial Institution
10 94 (4.82%) Banking
11 71 (3.64%) 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 21 (1.08%) Billing
17 19 (0.97%) Retail
18 15 (0.77%) Private Banking
19 14 (0.72%) Back Office
19 14 (0.72%) Electronics
Job Titles
1 707 (36.26%) Software Engineer
2 612 (31.38%) Developer
3 356 (18.26%) Lead
3 356 (18.26%) Senior
4 291 (14.92%) 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
10 213 (10.92%) Scala Engineer
11 209 (10.72%) Scala Software Engineer
12 208 (10.67%) Lead Software Engineer
13 186 (9.54%) Full Stack Developer
14 148 (7.59%) Azure Developer
15 144 (7.38%) 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
1 659 (33.79%) React
2 524 (26.87%) AngularJS
3 520 (26.67%) .NET
4 428 (21.95%) CSS
5 423 (21.69%) HTML
6 398 (20.41%) Web Services
7 388 (19.90%) REST
8 357 (18.31%) Node.js
9 319 (16.36%) Spring
10 318 (16.31%) Twitter Bootstrap
11 314 (16.10%) jQuery
12 295 (15.13%) Vue
13 279 (14.31%) 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
19 144 (7.38%) GraphQL
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 87 (4.46%) Distributed Systems
10 63 (3.23%) Market Risk
11 52 (2.67%) Product Ownership
12 35 (1.79%) Legacy Systems
13 32 (1.64%) Foreign Exchange (FX)
13 32 (1.64%) Management Information System
14 31 (1.59%) Replication
15 30 (1.54%) Mobile App
16 28 (1.44%) Blog
16 28 (1.44%) Clustering
17 27 (1.38%) IoT
18 24 (1.23%) Greenfield Project
Operating Systems
1 366 (18.77%) Linux
2 266 (13.64%) Android
3 258 (13.23%) Windows
4 252 (12.92%) Apple iOS
5 149 (7.64%) Unix
6 28 (1.44%) CentOS
7 17 (0.87%) Red Hat Enterprise Linux
7 17 (0.87%) Ubuntu
8 2 (0.10%) Windows 10
Processes & Methodologies
1 1,299 (66.62%) Agile
2 950 (48.72%) Software Engineering
3 879 (45.08%) CI/CD
4 798 (40.92%) Artificial Intelligence
5 725 (37.18%) SDLC
6 539 (27.64%) Full Stack Development
7 532 (27.28%) Microservices
8 511 (26.21%) Operational Stability
9 499 (25.59%) Machine Learning
10 445 (22.82%) DevOps
11 371 (19.03%) Mentoring
12 368 (18.87%) Design Patterns
13 358 (18.36%) Continuous Improvement
14 348 (17.85%) Problem-Solving
15 340 (17.44%) Risk Management
16 333 (17.08%) OO
17 332 (17.03%) Visualisation
18 328 (16.82%) TDD
19 321 (16.46%) Community of Practice
20 298 (15.28%) Computer Science
Programming Languages
1 1,528 (78.36%) SQL
2 1,024 (52.51%) Java
3 705 (36.15%) JavaScript
4 674 (34.56%) Python
5 516 (26.46%) C#
6 318 (16.31%) Scala
7 289 (14.82%) TypeScript
8 93 (4.77%) PL/SQL
9 59 (3.03%) Kotlin
10 32 (1.64%) C++
11 31 (1.59%) PHP
12 30 (1.54%) R
13 26 (1.33%) Groovy
14 22 (1.13%) Go
14 22 (1.13%) Ruby
15 20 (1.03%) T-SQL
16 18 (0.92%) PowerShell
16 18 (0.92%) Shell Script
17 16 (0.82%) MATLAB
18 14 (0.72%) Perl
Qualifications
1 273 (14.00%) Degree
2 191 (9.79%) Computer Science Degree
3 119 (6.10%) Security Cleared
4 93 (4.77%) 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%) DBS Check
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%) PCI DSS
11 2 (0.10%) SLA
12 1 (0.051%) ISO 9001
12 1 (0.051%) WCAG
System Software
1 307 (15.74%) Docker
2 94 (4.82%) HDFS
3 32 (1.64%) Hyper-V
4 20 (1.03%) VMware NSX
5 12 (0.62%) Active Directory
6 3 (0.15%) Virtual Machines
6 3 (0.15%) VMware Infrastructure
7 1 (0.051%) Slurm Workload Manager
Systems Management
1 415 (21.28%) Kubernetes
2 221 (11.33%) 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
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 (0.051%) Progress Chef
Vendors
1 249 (12.77%) IBM
2 243 (12.46%) Red Hat
3 184 (9.44%) Databricks
4 180 (9.23%) Oracle
5 116 (5.95%) Microsoft
6 88 (4.51%) Informatica
7 73 (3.74%) Google
8 66 (3.38%) Cloudera
9 46 (2.36%) Splunk
10 39 (2.00%) Dynatrace
11 29 (1.49%) Atlassian
12 28 (1.44%) WSO2
13 23 (1.18%) VMware
14 16 (0.82%) Xilinx
15 11 (0.56%) Cisco
16 10 (0.51%) Xamarin
17 8 (0.41%) Duck Creek
17 8 (0.41%) Facebook
17 8 (0.41%) SAP
17 8 (0.41%) YouTube