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

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 150 147 89
Rank change year-on-year -3 -58 +19
Permanent jobs citing NoSQL 1,948 2,493 5,990
As % of all permanent jobs advertised in the UK 1.98% 2.40% 3.83%
As % of the Database & Business Intelligence category 10.73% 11.26% 13.74%
Number of salaries quoted 879 1,213 2,019
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 £110,000 £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 18,159 22,148 43,588
As % of all permanent jobs advertised in the UK 18.41% 21.34% 27.85%
Number of salaries quoted 12,577 13,812 21,421
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 £78,750
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% +7.78%

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 3 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 3 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 +62 1,552 £62,500 -3.85% 132
England -61 1,178 £67,500 -10.00% 233
Scotland +59 720 £61,000 -12.16% 14
Work from Home -121 408 £65,465 -6.48% 122
London -97 360 £80,000 -5.88% 112
South East +54 314 £75,000 +25.00% 40
North of England +9 244 £61,206 -12.56% 39
North West +20 164 £61,206 -11.87% 31
Midlands -4 155 £60,603 +1.01% 18
East Midlands +31 96 £55,000 - 6
South West -56 85 £55,000 -15.38% 12
West Midlands -45 59 £65,000 +1.96% 12
Yorkshire 0 56 £65,465 -8.44% 5
North East +9 26 £61,206 -2.07% 4
East of England -19 17 £72,500 +20.83% 5
Northern Ireland -8 11 £95,000 +90.00% 5
Wales -9 9 £65,000 +30.00% 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
1 423 (21.71%) Apache Spark
2 146 (7.49%) Apache
3 98 (5.03%) FileNet
4 29 (1.49%) Apache Airflow
5 28 (1.44%) OpenStack
6 27 (1.39%) Confluence
6 27 (1.39%) IIS
7 21 (1.08%) GemFire
8 20 (1.03%) SharePoint
9 12 (0.62%) SAS
10 11 (0.56%) nginx
11 10 (0.51%) CMS
12 7 (0.36%) Apache Solr
12 7 (0.36%) ArcGIS
13 6 (0.31%) Drupal
14 4 (0.21%) Tomcat
15 2 (0.10%) Cloud Foundry
15 2 (0.10%) Mule
16 1 (0.051%) Jupyter
16 1 (0.051%) WordPress
Applications
1 12 (0.62%) Simulink
2 7 (0.36%) 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 8 (0.41%) Maximo
3 5 (0.26%) Dynamics AX
4 4 (0.21%) Sparx Enterprise Architect
5 2 (0.10%) Sage 200
Cloud Services
1 907 (46.56%) AWS
2 742 (38.09%) Azure
3 318 (16.32%) Serverless
4 240 (12.32%) IBM Cloud
5 184 (9.45%) Azure DevOps
6 163 (8.37%) GCP
7 146 (7.49%) Amazon S3
8 142 (7.29%) Azure Functions
9 134 (6.88%) Azure Logic Apps
10 132 (6.78%) Azure Service Bus
11 125 (6.42%) Azure API Management
12 109 (5.60%) Cloud Computing
13 107 (5.49%) AWS Lambda
14 102 (5.24%) Amazon ECS
14 102 (5.24%) Amazon EKS
14 102 (5.24%) GitHub
15 80 (4.11%) Amazon EC2
16 74 (3.80%) SaaS
17 72 (3.70%) Amazon SQS
18 70 (3.59%) Power Platform
Communications & Networking
1 33 (1.69%) WAN
2 28 (1.44%) VPN
3 20 (1.03%) TCP/IP
4 19 (0.98%) HTTP
5 16 (0.82%) BGP
6 13 (0.67%) MQTT
7 12 (0.62%) Firewall
7 12 (0.62%) Network Security
8 11 (0.56%) Ethernet VPN
8 11 (0.56%) 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%) Reverse Proxy
11 5 (0.26%) SSL
11 5 (0.26%) VLAN
Database & Business Intelligence
1 457 (23.46%) MongoDB
2 410 (21.05%) PostgreSQL
3 389 (19.97%) Big Data
4 301 (15.45%) Relational Database
5 239 (12.27%) DB2
6 196 (10.06%) Hadoop
7 165 (8.47%) SQL Server
8 155 (7.96%) Apache Cassandra
9 148 (7.60%) MySQL
10 135 (6.93%) Elasticsearch
11 97 (4.98%) Data Warehouse
12 95 (4.88%) Apache Hive
13 87 (4.47%) HBase
14 82 (4.21%) Data Lake
15 64 (3.29%) Redis
16 63 (3.23%) DynamoDB
17 55 (2.82%) Power BI
18 53 (2.72%) Electronic Patient Records
19 39 (2.00%) Tableau
20 34 (1.75%) Amazon Redshift
Development Applications
1 295 (15.14%) Git
2 248 (12.73%) Jenkins
3 151 (7.75%) JUnit
4 86 (4.41%) Bitbucket Server
5 57 (2.93%) Mockito
6 54 (2.77%) Jasmine
6 54 (2.77%) JIRA
7 41 (2.10%) Selenium
8 38 (1.95%) GitLab
9 28 (1.44%) Cypress.io
10 25 (1.28%) CircleCI
10 25 (1.28%) SoapUI
11 21 (1.08%) Cucumber
11 21 (1.08%) Jaeger
12 18 (0.92%) Maven
12 18 (0.92%) Octopus Deploy
13 13 (0.67%) Vagrant
14 11 (0.56%) Team Foundation Server
15 9 (0.46%) Visual Studio
16 8 (0.41%) IntelliJ
General
1 821 (42.15%) Finance
2 816 (41.89%) Inclusion and Diversity
3 674 (34.60%) Law
4 343 (17.61%) Public Sector
5 336 (17.25%) Legal
6 305 (15.66%) Marketing
7 197 (10.11%) Social Skills
8 165 (8.47%) Influencing Skills
9 117 (6.01%) Financial Institution
10 100 (5.13%) Banking
11 68 (3.49%) Analytical Skills
12 27 (1.39%) Investment Banking
13 22 (1.13%) Games
13 22 (1.13%) Retail
13 22 (1.13%) Telecoms
14 18 (0.92%) Front Office
15 15 (0.77%) Private Banking
16 13 (0.67%) Back Office
17 12 (0.62%) Organisational Skills
18 10 (0.51%) Billing
Job Titles
1 681 (34.96%) Software Engineer
2 625 (32.08%) Developer
3 355 (18.22%) Lead
4 351 (18.02%) Senior
5 292 (14.99%) Java Engineer
6 277 (14.22%) Java Software Engineer
7 261 (13.40%) Full Stack Engineer
8 248 (12.73%) Big Data Engineer
8 248 (12.73%) Big Data Software Engineer
9 228 (11.70%) AWS Engineer
10 218 (11.19%) AWS Software Engineer
11 210 (10.78%) Scala Engineer
12 209 (10.73%) Scala Software Engineer
13 203 (10.42%) Lead Software Engineer
14 193 (9.91%) Full Stack Developer
15 147 (7.55%) Azure Developer
16 142 (7.29%) Architect
17 127 (6.52%) Lead Java Engineer
18 124 (6.37%) Data Engineer
19 123 (6.31%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 661 (33.93%) React
2 530 (27.21%) AngularJS
3 523 (26.85%) .NET
4 433 (22.23%) CSS
5 423 (21.71%) HTML
6 381 (19.56%) Web Services
7 377 (19.35%) REST
8 353 (18.12%) Node.js
9 324 (16.63%) Spring
10 317 (16.27%) Twitter Bootstrap
11 313 (16.07%) jQuery
12 294 (15.09%) Vue
13 292 (14.99%) Kafka
14 276 (14.17%) ASP.NET
15 247 (12.68%) ASP.NET Core
16 238 (12.22%) Backbone.js
16 238 (12.22%) Ember.js
17 165 (8.47%) J2EE
18 152 (7.80%) JSON
19 139 (7.14%) RESTful
Miscellaneous
1 519 (26.64%) Algorithms
2 293 (15.04%) Cloud Native
3 276 (14.17%) Data Structures
4 259 (13.30%) Blockchain
5 250 (12.83%) Hybrid Cloud
6 113 (5.80%) e-Learning
7 97 (4.98%) Public Cloud
8 95 (4.88%) Onboarding
9 88 (4.52%) Distributed Systems
10 63 (3.23%) Market Risk
11 51 (2.62%) Product Ownership
12 34 (1.75%) Clustering
12 34 (1.75%) Foreign Exchange (FX)
13 32 (1.64%) Legacy Systems
13 32 (1.64%) Management Information System
14 31 (1.59%) Replication
15 30 (1.54%) Mobile App
16 24 (1.23%) IoT
17 23 (1.18%) Mainframe
18 22 (1.13%) Greenfield Project
Operating Systems
1 356 (18.28%) Linux
2 261 (13.40%) Android
3 260 (13.35%) Windows
4 251 (12.89%) Apple iOS
5 151 (7.75%) Unix
6 24 (1.23%) CentOS
7 14 (0.72%) Ubuntu
8 13 (0.67%) Red Hat Enterprise Linux
9 2 (0.10%) Windows 10
10 1 (0.051%) Windows Server
Processes & Methodologies
1 1,275 (65.45%) Agile
2 913 (46.87%) Software Engineering
3 886 (45.48%) CI/CD
4 801 (41.12%) Artificial Intelligence
5 726 (37.27%) SDLC
6 544 (27.93%) Full Stack Development
7 531 (27.26%) Microservices
8 511 (26.23%) Operational Stability
9 507 (26.03%) Machine Learning
10 431 (22.13%) DevOps
11 365 (18.74%) Design Patterns
12 361 (18.53%) Mentoring
13 355 (18.22%) Continuous Improvement
14 342 (17.56%) Problem-Solving
15 338 (17.35%) Risk Management
16 333 (17.09%) OO
16 333 (17.09%) Visualisation
17 332 (17.04%) TDD
18 321 (16.48%) Community of Practice
19 283 (14.53%) Coaching
Programming Languages
1 1,524 (78.23%) SQL
2 1,010 (51.85%) Java
3 709 (36.40%) JavaScript
4 655 (33.62%) Python
5 515 (26.44%) C#
6 306 (15.71%) Scala
7 296 (15.20%) TypeScript
8 93 (4.77%) PL/SQL
9 46 (2.36%) Kotlin
10 30 (1.54%) PHP
11 28 (1.44%) C++
11 28 (1.44%) R
12 26 (1.33%) Groovy
13 22 (1.13%) Go
13 22 (1.13%) Ruby
14 19 (0.98%) PowerShell
15 18 (0.92%) Shell Script
15 18 (0.92%) T-SQL
16 14 (0.72%) MATLAB
16 14 (0.72%) Perl
Qualifications
1 257 (13.19%) Degree
2 176 (9.03%) Computer Science Degree
3 118 (6.06%) Security Cleared
4 87 (4.47%) SC Cleared
5 57 (2.93%) Master's Degree
6 36 (1.85%) AWS Certification
7 31 (1.59%) Azure Certification
8 18 (0.92%) BPSS Clearance
9 12 (0.62%) PhD
10 8 (0.41%) PMI Certification
11 6 (0.31%) Microsoft Certification
11 6 (0.31%) TOGAF Certification
12 5 (0.26%) AWS Certified Developer
12 5 (0.26%) CCIE
12 5 (0.26%) Cisco Certification
12 5 (0.26%) CISSP
12 5 (0.26%) JNCIE
13 1 (0.051%) AWS Certified Solutions Architect
13 1 (0.051%) BC Cleared
13 1 (0.051%) DBS Check
Quality Assurance & Compliance
1 63 (3.23%) QA
2 43 (2.21%) Data Quality
3 21 (1.08%) GDPR
4 20 (1.03%) PMO
5 11 (0.56%) 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
8 4 (0.21%) WAI
9 2 (0.10%) ISO 9001
9 2 (0.10%) PCI DSS
9 2 (0.10%) SLA
10 1 (0.051%) WCAG
System Software
1 328 (16.84%) Docker
2 94 (4.83%) HDFS
3 32 (1.64%) Hyper-V
4 26 (1.33%) VMware NSX
5 12 (0.62%) Active Directory
6 4 (0.21%) VMware Infrastructure
7 3 (0.15%) Virtual Machines
8 1 (0.051%) Slurm Workload Manager
Systems Management
1 426 (21.87%) Kubernetes
2 223 (11.45%) Terraform
3 69 (3.54%) Ansible
4 57 (2.93%) Grafana
5 35 (1.80%) Prometheus
6 28 (1.44%) 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
11 1 (0.051%) Rancher
Vendors
1 257 (13.19%) IBM
2 243 (12.47%) Red Hat
3 184 (9.45%) Databricks
4 174 (8.93%) Oracle
5 124 (6.37%) Microsoft
6 89 (4.57%) Informatica
7 76 (3.90%) Google
8 65 (3.34%) Cloudera
9 46 (2.36%) Splunk
10 39 (2.00%) Dynatrace
11 32 (1.64%) Atlassian
12 30 (1.54%) VMware
13 28 (1.44%) WSO2
14 12 (0.62%) Xilinx
15 11 (0.56%) Cisco
15 11 (0.56%) Xamarin
16 9 (0.46%) Facebook
17 8 (0.41%) Duck Creek
17 8 (0.41%) SAP
17 8 (0.41%) YouTube