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 10 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
10 Dec 2023
Same period 2022 Same period 2021
Rank 179 137 106
Rank change year-on-year -42 -31 -13
Permanent jobs citing NoSQL 1,035 3,214 4,099
As % of all permanent jobs advertised in the UK 1.98% 2.63% 3.23%
As % of the Database & Business Intelligence category 9.23% 11.32% 11.94%
Number of salaries quoted 796 1,564 2,343
10th Percentile £45,000 £46,263 £42,500
25th Percentile £55,000 £56,250 £50,000
Median annual salary (50th Percentile) £75,000 £75,000 £70,000
Median % change year-on-year - +7.14% +16.67%
75th Percentile £90,313 £93,750 £85,000
90th Percentile £105,625 £110,000 £102,250
UK excluding London median annual salary £67,500 £64,770 £57,500
% change year-on-year +4.21% +12.64% +9.52%

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 11,214 28,399 34,324
As % of all permanent jobs advertised in the UK 21.45% 23.23% 27.01%
Number of salaries quoted 8,322 17,485 22,575
10th Percentile £36,750 £36,750 £35,457
25th Percentile £46,875 £46,250 £42,625
Median annual salary (50th Percentile) £60,000 £62,500 £58,500
Median % change year-on-year -4.00% +6.84% +6.36%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £95,000 £100,000 £95,000
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +2.04%

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 10 December 2023.

Salary histogram for NoSQL in the UK

NoSQL
Top 16 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 10 December 2023. 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
England -43 854 £75,000 - 345
UK excluding London 0 633 £67,500 +4.21% 204
Work from Home -33 480 £72,500 +1.94% 191
London -65 345 £80,000 -5.88% 181
South East +66 165 £70,000 +16.67% 76
Scotland -2 141 £68,750 +10.00% 15
North of England -14 116 £79,632 +17.97% 53
South West +46 108 £59,975 -0.04% 33
Midlands +20 106 £60,000 -5.71% 14
East Midlands +37 66 £60,000 +6.67% 3
Yorkshire +35 60 £79,632 +13.76% 19
North West -12 46 £79,632 +22.51% 26
West Midlands +20 40 £53,000 -18.46% 11
North East +24 10 £57,500 -11.54% 8
Wales -8 2 £67,500 +34.93% 5
Northern Ireland -39 2 - - 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
1 134 (12.95%) Apache Spark
2 87 (8.41%) Apache
3 32 (3.09%) Apache Airflow
4 27 (2.61%) IIS
5 19 (1.84%) SharePoint
6 17 (1.64%) Confluence
7 10 (0.97%) Apache Solr
7 10 (0.97%) OpenStack
8 9 (0.87%) Tomcat
9 7 (0.68%) CMS
10 6 (0.58%) Drupal
11 5 (0.48%) Ethereum
11 5 (0.48%) Mule
11 5 (0.48%) nginx
12 4 (0.39%) SAS
13 3 (0.29%) Oracle SOA Suite
14 2 (0.19%) JBoss
14 2 (0.19%) Jetty
14 2 (0.19%) Jupyter
14 2 (0.19%) WebSphere
Applications
1 6 (0.58%) Microsoft Excel
2 1 (0.097%) Chatbot
Business Applications
1 11 (1.06%) Maximo
2 1 (0.097%) Shopify
Cloud Services
1 514 (49.66%) Azure
2 507 (48.99%) AWS
3 274 (26.47%) GCP
4 158 (15.27%) SaaS
5 121 (11.69%) PaaS
6 117 (11.30%) IaaS
7 110 (10.63%) Serverless
8 103 (9.95%) Power Platform
9 95 (9.18%) Azure DevOps
10 78 (7.54%) GitHub
11 66 (6.38%) Azure Cosmos DB
12 60 (5.80%) GitHub Actions
13 52 (5.02%) Cloud Computing
14 47 (4.54%) Azure Service Bus
14 47 (4.54%) Vertex AI
15 32 (3.09%) Amazon S3
16 29 (2.80%) Azure Data Factory
17 28 (2.71%) AWS Lambda
18 25 (2.42%) Amazon EKS
19 23 (2.22%) Amazon ECS
Communications & Networking
1 28 (2.71%) HTTP
1 28 (2.71%) WAN
2 18 (1.74%) TCP/IP
3 17 (1.64%) Internet
4 11 (1.06%) DNS
5 8 (0.77%) SMTP
5 8 (0.77%) SSL
6 4 (0.39%) 5G
6 4 (0.39%) Firewall
6 4 (0.39%) SD-WAN
7 3 (0.29%) VPN
8 2 (0.19%) AMQP
8 2 (0.19%) Asterisk PBX
8 2 (0.19%) HTTPS
8 2 (0.19%) IPsec
8 2 (0.19%) Network Security
8 2 (0.19%) PBX
8 2 (0.19%) VoIP
9 1 (0.097%) LAN
9 1 (0.097%) SSH
Database & Business Intelligence
1 200 (19.32%) Data Lake
2 176 (17.00%) Big Data
3 155 (14.98%) Data Warehouse
4 150 (14.49%) Relational Database
5 141 (13.62%) PostgreSQL
6 132 (12.75%) MongoDB
7 124 (11.98%) MySQL
8 107 (10.34%) SQL Server
9 81 (7.83%) Power BI
10 76 (7.34%) BigQuery
11 71 (6.86%) Tableau
12 57 (5.51%) Redis
13 54 (5.22%) Looker
14 48 (4.64%) Bigtable
15 44 (4.25%) Hadoop
16 39 (3.77%) Azure SQL Database
17 31 (3.00%) Elasticsearch
18 26 (2.51%) Apache Cassandra
18 26 (2.51%) DynamoDB
19 22 (2.13%) Apache Hive
Development Applications
1 168 (16.23%) Git
2 127 (12.27%) Jenkins
3 44 (4.25%) Maven
4 40 (3.86%) Selenium
5 35 (3.38%) JIRA
6 31 (3.00%) Mockito
7 30 (2.90%) Jasmine
8 29 (2.80%) IntelliJ
8 29 (2.80%) JUnit
9 27 (2.61%) SoapUI
10 26 (2.51%) Eclipse
11 24 (2.32%) Cucumber
12 23 (2.22%) GitLab
13 20 (1.93%) Team Foundation Server
13 20 (1.93%) Visual Studio
14 18 (1.74%) Cypress.io
15 13 (1.26%) Octopus Deploy
16 12 (1.16%) TeamCity
17 10 (0.97%) Gradle
18 9 (0.87%) SonarQube
General
1 359 (34.69%) Finance
2 211 (20.39%) Banking
3 151 (14.59%) Social Skills
4 131 (12.66%) Inclusion and Diversity
5 114 (11.01%) Retail
6 83 (8.02%) Marketing
7 74 (7.15%) Law
8 60 (5.80%) Analytical Skills
9 35 (3.38%) Public Sector
10 33 (3.19%) Influencing Skills
11 28 (2.71%) Legal
12 20 (1.93%) Games
13 14 (1.35%) Financial Institution
14 13 (1.26%) Automotive
15 9 (0.87%) Organisational Skills
16 8 (0.77%) Manufacturing
16 8 (0.77%) Presentation Skills
17 5 (0.48%) Advertising
17 5 (0.48%) Publishing
17 5 (0.48%) Retail Banking
Job Titles
1 352 (34.01%) Developer
2 202 (19.52%) Senior
3 192 (18.55%) Architect
4 157 (15.17%) Software Engineer
5 141 (13.62%) Lead
6 104 (10.05%) Data Engineer
6 104 (10.05%) Enterprise Architect
7 88 (8.50%) Full Stack Developer
8 86 (8.31%) Senior Developer
9 72 (6.96%) Java Developer
10 53 (5.12%) Software Developer
11 47 (4.54%) Senior Software Engineer
12 46 (4.44%) AWS Engineer
13 45 (4.35%) Lead Developer
14 43 (4.15%) Solutions Architect
15 42 (4.06%) .NET Developer
16 41 (3.96%) Data Architect
16 41 (3.96%) Java Engineer
16 41 (3.96%) Lead Software Engineer
17 40 (3.86%) Commercial Architect
Libraries, Frameworks & Software Standards
1 265 (25.60%) React
2 223 (21.55%) .NET
3 195 (18.84%) Kafka
4 150 (14.49%) REST
5 144 (13.91%) AngularJS
6 123 (11.88%) Spring
7 113 (10.92%) Node.js
8 111 (10.72%) OpenID
9 110 (10.63%) HTML
10 109 (10.53%) CSS
11 102 (9.86%) Web Services
12 77 (7.44%) Spring Boot
13 76 (7.34%) RESTful
14 59 (5.70%) RabbitMQ
15 55 (5.31%) JSON
16 51 (4.93%) Vue
17 47 (4.54%) .NET Framework
18 46 (4.44%) ASP.NET
19 43 (4.15%) .NET Core
20 42 (4.06%) JWT
Miscellaneous
1 132 (12.75%) Public Cloud
2 108 (10.43%) Cloud Native
3 102 (9.86%) Blockchain
3 102 (9.86%) Mainframe
4 56 (5.41%) Distributed Systems
5 47 (4.54%) Algorithms
6 36 (3.48%) Product Ownership
7 32 (3.09%) Data Structures
8 26 (2.51%) Management Information System
9 24 (2.32%) Clustering
9 24 (2.32%) Self-Motivation
10 19 (1.84%) Foreign Exchange (FX)
11 17 (1.64%) Onboarding
12 16 (1.55%) Data Centre
13 13 (1.26%) IoT
14 12 (1.16%) Housing Association
15 11 (1.06%) Legacy Systems
16 9 (0.87%) Hedge funds
16 9 (0.87%) PKI
16 9 (0.87%) Private Cloud
Operating Systems
1 133 (12.85%) Unix
2 90 (8.70%) Linux
3 23 (2.22%) Windows
4 11 (1.06%) Android
5 10 (0.97%) Apple iOS
6 4 (0.39%) CentOS
7 3 (0.29%) Red Hat Enterprise Linux
8 2 (0.19%) Ubuntu
8 2 (0.19%) Windows 10
9 1 (0.097%) Windows Server
Processes & Methodologies
1 546 (52.75%) Agile
2 369 (35.65%) Microservices
3 324 (31.30%) CI/CD
4 273 (26.38%) Software Engineering
5 267 (25.80%) DevOps
6 250 (24.15%) Artificial Intelligence
7 223 (21.55%) Machine Learning
8 185 (17.87%) Analytics
8 185 (17.87%) Full Stack Development
9 168 (16.23%) Roadmaps
10 161 (15.56%) TDD
11 147 (14.20%) Problem-Solving
12 143 (13.82%) ETL
13 133 (12.85%) Business Intelligence
14 126 (12.17%) Event-Driven
15 124 (11.98%) SDLC
16 123 (11.88%) Thought Leadership
17 116 (11.21%) Cybersecurity
18 114 (11.01%) Containerisation
19 113 (10.92%) Infrastructure as Code
Programming Languages
1 602 (58.16%) SQL
2 326 (31.50%) Java
3 290 (28.02%) JavaScript
4 279 (26.96%) Python
5 234 (22.61%) C#
6 145 (14.01%) TypeScript
7 57 (5.51%) Scala
8 49 (4.73%) PHP
9 35 (3.38%) Go
10 27 (2.61%) C++
11 22 (2.13%) Bash
12 20 (1.93%) PowerShell
13 17 (1.64%) Kotlin
13 17 (1.64%) Shell Script
14 12 (1.16%) PL/SQL
15 10 (0.97%) VB
16 9 (0.87%) Rust
17 8 (0.77%) Ruby
18 7 (0.68%) R
19 6 (0.58%) T-SQL
Qualifications
1 132 (12.75%) Degree
2 88 (8.50%) Computer Science Degree
3 79 (7.63%) Security Cleared
4 54 (5.22%) SC Cleared
5 19 (1.84%) AWS Certification
5 19 (1.84%) BPSS Clearance
6 18 (1.74%) Master's Degree
7 15 (1.45%) Azure Certification
8 6 (0.58%) AWS Certified Solutions Architect
9 3 (0.29%) AWS Certified Developer
9 3 (0.29%) OCP
9 3 (0.29%) Oracle Certification
10 2 (0.19%) DBS Check
10 2 (0.19%) DV Cleared
10 2 (0.19%) Microsoft Certification
11 1 (0.097%) ITIL Certification
11 1 (0.097%) MCITP
11 1 (0.097%) MCTS
11 1 (0.097%) OCPJP
11 1 (0.097%) Postgraduate
Quality Assurance & Compliance
1 60 (5.80%) QA
2 25 (2.42%) Data Quality
3 12 (1.16%) GDPR
4 8 (0.77%) Accessibility
5 6 (0.58%) PMO
6 4 (0.39%) SLA
7 2 (0.19%) ISO/IEC 27001
7 2 (0.19%) NCSC
7 2 (0.19%) WAI
7 2 (0.19%) WCAG
8 1 (0.097%) ISO 22301
8 1 (0.097%) ISO 9001
8 1 (0.097%) PSD2
8 1 (0.097%) SOC 2
System Software
1 261 (25.22%) Docker
2 23 (2.22%) VMware NSX
3 10 (0.97%) Hyper-V
4 7 (0.68%) HDFS
5 6 (0.58%) Active Directory
6 3 (0.29%) Apache ZooKeeper
6 3 (0.29%) VMware Infrastructure
7 2 (0.19%) Ceph
7 2 (0.19%) Kamailio
7 2 (0.19%) OpenSIPS
8 1 (0.097%) Apache Flume
8 1 (0.097%) Slurm Workload Manager
Systems Management
1 281 (27.15%) Kubernetes
2 150 (14.49%) Terraform
3 35 (3.38%) Ansible
4 11 (1.06%) Progress Chef
4 11 (1.06%) Puppet
5 10 (0.97%) Prometheus
6 7 (0.68%) Istio
7 5 (0.48%) Grafana
8 4 (0.39%) Single Sign-On
9 3 (0.29%) Packer
10 2 (0.19%) Consul
10 2 (0.19%) Docker Swarm
10 2 (0.19%) Graphite
10 2 (0.19%) Oozie
11 1 (0.097%) HP Fortify
11 1 (0.097%) Rancher
Vendors
1 106 (10.24%) Microsoft
2 104 (10.05%) Google
3 41 (3.96%) IBM
4 32 (3.09%) Databricks
5 29 (2.80%) Oracle
6 26 (2.51%) VMware
7 20 (1.93%) Atlassian
8 13 (1.26%) Splunk
9 8 (0.77%) Cloudera
10 6 (0.58%) Informatica
10 6 (0.58%) WSO2
11 5 (0.48%) MuleSoft
11 5 (0.48%) Solace
12 4 (0.39%) Rackspace
13 3 (0.29%) Samsung
13 3 (0.29%) ServiceNow
13 3 (0.29%) TIBCO
13 3 (0.29%) Xamarin
14 2 (0.19%) Peregrine
14 2 (0.19%) Red Hat