Period
to 17 January 2022

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for NoSQL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NoSQL over the 6 months to 17 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

NoSQL
UK > England
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 154 173 157
Rank change year-on-year +19 -16 -59
Contract jobs citing NoSQL 1,238 526 1,154
As % of all contract jobs advertised in England 1.80% 1.59% 1.74%
As % of the Database & Business Intelligence category 8.52% 7.29% 8.04%
Number of daily rates quoted 819 362 798
10th Percentile £415 £357 £384
25th Percentile £500 £425 £440
Median daily rate (50th Percentile) £600 £525 £525
Median % change year-on-year +14.29% - -
75th Percentile £688 £600 £600
90th Percentile £756 £675 £700
UK median daily rate £600 £515 £525
% change year-on-year +16.50% -1.90% -
Number of hourly rates quoted 14 2 0
Median hourly rate £62.15 £58.00 -
Median % change year-on-year +7.16% - -
UK median hourly rate £62.15 £58.00 -
% change year-on-year +7.16% - -

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 14,534 7,212 14,356
As % of all contract IT jobs advertised in England 21.08% 21.77% 21.64%
Number of daily rates quoted 10,534 5,051 9,894
10th Percentile £363 £310 £322
25th Percentile £428 £390 £400
Median daily rate (50th Percentile) £538 £488 £475
Median % change year-on-year +10.26% +2.63% -
75th Percentile £650 £588 £575
90th Percentile £738 £675 £669
UK median daily rate £525 £486 £475
% change year-on-year +8.02% +2.32% -
Number of hourly rates quoted 176 136 201
10th Percentile £17.64 £12.94 £12.75
25th Percentile £24.50 £18.76 £17.75
Median hourly rate £44.00 £26.00 £26.00
Median % change year-on-year +69.23% - -8.77%
75th Percentile £62.04 £50.73 £43.75
90th Percentile £72.25 £62.02 £57.50
UK median hourly rate £44.00 £26.96 £26.00
% change year-on-year +63.20% +3.69% -3.97%

NoSQL
Job Vacancy Trend in England

Job postings citing NoSQL as a proportion of all IT jobs advertised in England.

Job vacancy trend for NoSQL in England

NoSQL
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing NoSQL in England.

Daily rate trend for NoSQL in England

NoSQL
Daily Rate Histogram in England

Daily rate distribution for jobs citing NoSQL in England over the 6 months to 17 January 2022.

Daily rate histogram for NoSQL in England

NoSQL
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing NoSQL in England.

Hourly rate trend for NoSQL in England

NoSQL
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing NoSQL in England over the 6 months to 17 January 2022.

Hourly rate histogram for NoSQL in England

NoSQL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the England region over the 6 months to 17 January 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +9 844 £630 +14.55% 204
North of England -22 83 £470 +4.44% 73
South East -33 82 £563 +7.14% 42
Midlands -43 51 £500 +25.00% 47
North West -23 49 £450 +2.56% 39
South West -26 36 £425 +13.33% 33
Yorkshire -13 32 £525 +10.53% 20
East Midlands -18 26 £500 +8.70% 19
West Midlands -52 23 £495 +52.31% 27
East of England -37 14 £575 +21.05% 26
North East -2 2 £525 +16.67% 14
NoSQL
UK

For the 6 months to 17 January 2022, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for NoSQL.

1 677 (54.68%) SQL
2 597 (48.22%) Agile Software Development
3 573 (46.28%) Java
4 490 (39.58%) Microservices
5 468 (37.80%) AWS
6 390 (31.50%) DevOps
7 378 (30.53%) MongoDB
8 354 (28.59%) Azure
9 347 (28.03%) Docker
10 333 (26.90%) Git (software)
11 325 (26.25%) Python
12 318 (25.69%) Jenkins
13 308 (24.88%) Kubernetes
14 292 (23.59%) JavaScript
15 287 (23.18%) Kafka
16 272 (21.97%) Social Skills
17 271 (21.89%) Finance
18 269 (21.73%) TDD
19 263 (21.24%) REST
20 237 (19.14%) Spring
21 230 (18.58%) Spring Boot
22 223 (18.01%) Software Engineering
23 211 (17.04%) Analytics
24 199 (16.07%) Relational Database
25 198 (15.99%) Big Data
26 197 (15.91%) Scrum
27 195 (15.75%) Linux
27 195 (15.75%) React
28 194 (15.67%) Oracle
29 192 (15.51%) Full Stack Development

NoSQL
Co-occurring IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 185 (14.94%) Apache Spark
2 71 (5.74%) Elasticsearch
3 58 (4.68%) Apache
4 53 (4.28%) Confluence
5 40 (3.23%) Apache Airflow
6 27 (2.18%) Tomcat
7 20 (1.62%) Luigi
8 19 (1.53%) Cloud Foundry
9 16 (1.29%) nginx
10 11 (0.89%) GemFire
11 8 (0.65%) JBoss
11 8 (0.65%) OpenStack
12 7 (0.57%) Apache Pulsar
12 7 (0.57%) CMS
12 7 (0.57%) IIS
12 7 (0.57%) Mule
12 7 (0.57%) SharePoint
13 6 (0.48%) WebLogic
14 5 (0.40%) Headless CMS
14 5 (0.40%) WebSphere
Applications
1 19 (1.53%) Microsoft Excel
2 7 (0.57%) Microsoft PowerPoint
3 4 (0.32%) Chatbot
4 3 (0.24%) Microsoft Office
4 3 (0.24%) MS Visio
5 2 (0.16%) Microsoft Project
5 2 (0.16%) Notepad++
5 2 (0.16%) SPSS
6 1 (0.081%) CPLEX
6 1 (0.081%) SPSS Modeler
Business Applications
1 4 (0.32%) SAP Oil and Gas
1 4 (0.32%) SAP S/4HANA
2 3 (0.24%) Shopify
2 3 (0.24%) Sparx Enterprise Architect
3 2 (0.16%) SAP Hybris
3 2 (0.16%) WebTrends
4 1 (0.081%) Cognos Business Intelligence
4 1 (0.081%) Oracle Applications
4 1 (0.081%) Oracle BPM
4 1 (0.081%) Oracle ERP
Cloud Services
1 468 (37.80%) AWS
2 354 (28.59%) Azure
3 184 (14.86%) GCP
4 167 (13.49%) Serverless
5 91 (7.35%) PaaS
6 90 (7.27%) GitHub
7 89 (7.19%) AWS Lambda
8 54 (4.36%) Amazon S3
9 51 (4.12%) Azure Cosmos DB
10 48 (3.88%) Snowflake
11 47 (3.80%) Amazon EMR
12 44 (3.55%) AWS CloudFormation
12 44 (3.55%) Power Platform
13 42 (3.39%) SaaS
14 39 (3.15%) Azure Functions
15 37 (2.99%) IaaS
16 34 (2.75%) Datadog
17 31 (2.50%) OpenShift
18 30 (2.42%) Azure Data Factory
19 26 (2.10%) Cloud Computing
Communications & Networking
1 52 (4.20%) HTTP
2 29 (2.34%) Firewall
3 19 (1.53%) Internet
4 18 (1.45%) HTTPS
5 14 (1.13%) SSL
6 11 (0.89%) Intranet
6 11 (0.89%) Kerberos
7 8 (0.65%) VPN
8 7 (0.57%) DNS
8 7 (0.57%) WAN
9 5 (0.40%) IPFS
9 5 (0.40%) Wireshark
9 5 (0.40%) Z-Wave
10 4 (0.32%) LAN
10 4 (0.32%) TCP/IP
11 3 (0.24%) AMQP
11 3 (0.24%) Network Security
11 3 (0.24%) SSH
12 2 (0.16%) 3GPP
13 1 (0.081%) DHCP
Database & Business Intelligence
1 378 (30.53%) MongoDB
2 199 (16.07%) Relational Database
3 198 (15.99%) Big Data
4 173 (13.97%) SQL Server
5 166 (13.41%) PostgreSQL
6 162 (13.09%) MySQL
7 161 (13.00%) Apache Cassandra
8 129 (10.42%) Data Warehouse
8 129 (10.42%) Hadoop
9 123 (9.94%) RDBMS
10 93 (7.51%) Data Lake
11 84 (6.79%) Redis
12 74 (5.98%) Amazon DynamoDB
13 72 (5.82%) Apache Hive
14 69 (5.57%) Couchbase
15 61 (4.93%) HBase
16 51 (4.12%) Tableau
17 48 (3.88%) Oracle Database
18 47 (3.80%) Amazon Redshift
19 44 (3.55%) Amazon RDS
Development Applications
1 333 (26.90%) Git (software)
2 318 (25.69%) Jenkins
3 124 (10.02%) Maven
4 94 (7.59%) JIRA
5 80 (6.46%) GitLab
6 67 (5.41%) JUnit
7 49 (3.96%) Cucumber
8 43 (3.47%) Bitbucket
9 42 (3.39%) Mockito
10 38 (3.07%) Artifactory
11 36 (2.91%) Gradle
12 34 (2.75%) Subversion
13 33 (2.67%) TeamCity
14 31 (2.50%) Postman
15 28 (2.26%) Atlassian Bamboo
16 27 (2.18%) Selenium
16 27 (2.18%) Sonatype Nexus
17 25 (2.02%) SonarQube
18 24 (1.94%) Visual Studio
19 23 (1.86%) JMeter
General
1 272 (21.97%) Social Skills
2 271 (21.89%) Finance
3 153 (12.36%) Banking
4 109 (8.80%) Analytical Skills
5 53 (4.28%) Investment Banking
6 45 (3.63%) Public Sector
7 44 (3.55%) Front Office
8 43 (3.47%) Marketing
9 35 (2.83%) Retail
10 33 (2.67%) Presentation Skills
11 16 (1.29%) Telecoms
12 13 (1.05%) Financial Institution
13 11 (0.89%) Legal
14 9 (0.73%) Games
14 9 (0.73%) Military
14 9 (0.73%) Police
14 9 (0.73%) Retail Banking
15 8 (0.65%) Influencing Skills
15 8 (0.65%) Publishing
16 7 (0.57%) Documentation Skills
Job Titles
1 561 (45.32%) Developer
2 225 (18.17%) Java Developer
3 170 (13.73%) Architect
4 116 (9.37%) Senior Developer
5 115 (9.29%) Data Engineer
6 101 (8.16%) Full Stack Developer
7 83 (6.70%) Software Engineer
8 76 (6.14%) Solutions Architect
9 61 (4.93%) Java Engineer
10 60 (4.85%) Data Architect
11 58 (4.68%) DevOps Engineer
12 57 (4.60%) Senior Java Developer
13 55 (4.44%) .NET Developer
14 43 (3.47%) Senior Java Engineer
15 38 (3.07%) Java Software Engineer
15 38 (3.07%) Senior Software Engineer
16 33 (2.67%) C# Developer
16 33 (2.67%) Node.js Developer
17 32 (2.58%) AWS Engineer
17 32 (2.58%) Python Developer
Libraries, Frameworks & Software Standards
1 287 (23.18%) Kafka
2 263 (21.24%) REST
3 237 (19.14%) Spring
4 230 (18.58%) Spring Boot
5 195 (15.75%) React
6 184 (14.86%) Node.js
7 162 (13.09%) RESTful
8 156 (12.60%) .NET
9 148 (11.95%) HTML
10 134 (10.82%) AngularJS
11 126 (10.18%) CSS
12 124 (10.02%) JSON
13 114 (9.21%) Web Services
14 82 (6.62%) XML
15 75 (6.06%) .NET Core
16 57 (4.60%) ASP.NET
17 54 (4.36%) Elastic Stack
18 53 (4.28%) SOAP
19 48 (3.88%) Hibernate
20 46 (3.72%) .NET Framework
Miscellaneous
1 50 (4.04%) Cloud Native
2 49 (3.96%) Algorithms
3 46 (3.72%) Enterprise Software
4 43 (3.47%) Data Structures
4 43 (3.47%) Mobile App
4 43 (3.47%) User Experience
5 41 (3.31%) Greenfield Project
6 36 (2.91%) Fixed Income
7 32 (2.58%) Public Cloud
8 29 (2.34%) Self-Motivation
9 27 (2.18%) iPad
9 27 (2.18%) Video\Live Streaming
10 24 (1.94%) Media Streaming
11 22 (1.78%) N-Tier
12 20 (1.62%) Data Protection Act
13 19 (1.53%) Management Information System
13 19 (1.53%) Reference Data
14 16 (1.29%) Derivative
14 16 (1.29%) Market Risk
15 13 (1.05%) Data Centre
Operating Systems
1 195 (15.75%) Linux
2 82 (6.62%) Windows
3 76 (6.14%) Unix
4 23 (1.86%) Ubuntu
5 22 (1.78%) Red Hat Enterprise Linux
6 10 (0.81%) CentOS
7 9 (0.73%) Windows Server
8 8 (0.65%) Apple iOS
9 7 (0.57%) Mac OS X
10 6 (0.48%) Android
11 5 (0.40%) Solaris
12 4 (0.32%) Debian
12 4 (0.32%) Mac OS
12 4 (0.32%) VMS
13 2 (0.16%) AIX
13 2 (0.16%) Fedora
13 2 (0.16%) Oracle Linux
13 2 (0.16%) Windows Server 2008
Processes & Methodologies
1 597 (48.22%) Agile Software Development
2 490 (39.58%) Microservices
3 390 (31.50%) DevOps
4 269 (21.73%) TDD
5 223 (18.01%) Software Engineering
6 211 (17.04%) Analytics
7 197 (15.91%) Scrum
8 192 (15.51%) Full Stack Development
9 164 (13.25%) Problem-Solving
10 162 (13.09%) Continuous Integration
11 151 (12.20%) Test Automation
12 145 (11.71%) BDD
13 131 (10.58%) Data Modelling
14 129 (10.42%) ETL
15 110 (8.89%) Data Engineering
16 104 (8.40%) OO
17 103 (8.32%) Business Intelligence
18 101 (8.16%) SDLC
19 93 (7.51%) Event-Driven
20 88 (7.11%) Data Pipeline
Programming Languages
1 677 (54.68%) SQL
2 573 (46.28%) Java
3 325 (26.25%) Python
4 292 (23.59%) JavaScript
5 164 (13.25%) C#
6 106 (8.56%) Scala
7 105 (8.48%) TypeScript
8 93 (7.51%) Java 8
9 56 (4.52%) Bash
9 56 (4.52%) Go
10 52 (4.20%) Java 11
11 50 (4.04%) C++
12 46 (3.72%) Shell Script
13 43 (3.47%) T-SQL
14 35 (2.83%) PowerShell
15 34 (2.75%) Groovy
16 29 (2.34%) C
17 24 (1.94%) PL/SQL
18 23 (1.86%) Kotlin
19 21 (1.70%) Ruby
Qualifications
1 76 (6.14%) Degree
2 72 (5.82%) Security Cleared
3 58 (4.68%) SC Cleared
4 43 (3.47%) Computer Science Degree
5 15 (1.21%) AWS Certification
6 13 (1.05%) BPSS Clearance
7 7 (0.57%) DBS Check
8 5 (0.40%) DV Cleared
9 4 (0.32%) ISTQB
9 4 (0.32%) ISTQB Foundation Certification
10 3 (0.24%) BC Cleared
10 3 (0.24%) Master's Degree
11 2 (0.16%) ISEB
11 2 (0.16%) Microsoft Certification
11 2 (0.16%) Sun Certification
12 1 (0.081%) CTC Cleared
12 1 (0.081%) Linux+ Certification
12 1 (0.081%) MBA
12 1 (0.081%) MCSE
12 1 (0.081%) PMP
Quality Assurance & Compliance
1 47 (3.80%) Data Quality
2 43 (3.47%) QA
3 36 (2.91%) Accessibility
4 18 (1.45%) WCAG
5 14 (1.13%) GDPR
6 3 (0.24%) SLA
7 2 (0.16%) ISO/IEC 20000
7 2 (0.16%) PMBOK
8 1 (0.081%) Disclosure Scotland
8 1 (0.081%) GLBA
8 1 (0.081%) IFRS
8 1 (0.081%) IFRS 9
8 1 (0.081%) NIST
8 1 (0.081%) PCI DSS
8 1 (0.081%) Sarbanes-Oxley
System Software
1 347 (28.03%) Docker
2 27 (2.18%) HDFS
3 13 (1.05%) VMware Infrastructure
4 12 (0.97%) Active Directory
5 9 (0.73%) Virtual Machines
6 7 (0.57%) Apache ZooKeeper
7 6 (0.48%) Apache Flume
8 3 (0.24%) Active Directory Lightweight Directory Services
8 3 (0.24%) GridGain
8 3 (0.24%) Oracle RAC
9 1 (0.081%) VMware ESXi
9 1 (0.081%) VMware NSX
9 1 (0.081%) vSphere
Systems Management
1 308 (24.88%) Kubernetes
2 126 (10.18%) Terraform
3 94 (7.59%) Ansible
4 43 (3.47%) Grafana
5 40 (3.23%) Prometheus
6 27 (2.18%) Kibana
7 21 (1.70%) BladeLogic
7 21 (1.70%) ITRS Geneos
7 21 (1.70%) Nagios
7 21 (1.70%) Puppet
8 16 (1.29%) Opscode Chef
9 15 (1.21%) logstash
10 12 (0.97%) Graphite
11 10 (0.81%) HP Fortify
12 7 (0.57%) Icinga
12 7 (0.57%) Kubeflow
12 7 (0.57%) yum
12 7 (0.57%) ZABBIX
13 4 (0.32%) Data Guard
13 4 (0.32%) Hadoop YARN
Vendors
1 194 (15.67%) Oracle
2 88 (7.11%) Microsoft
3 80 (6.46%) Google
4 58 (4.68%) Databricks
5 47 (3.80%) Splunk
6 27 (2.18%) Cloudera
7 23 (1.86%) Confluent
7 23 (1.86%) SAP
8 22 (1.78%) CyberArk
9 20 (1.62%) Ab Initio
9 20 (1.62%) MapR
9 20 (1.62%) Red Hat
10 18 (1.45%) Informatica
10 18 (1.45%) VMware
11 16 (1.29%) Salesforce.com
11 16 (1.29%) Sybase
12 15 (1.21%) Talend
13 14 (1.13%) Hortonworks
13 14 (1.13%) IBM
13 14 (1.13%) TIBCO