Period
to

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 28 June 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
28 Jun 2022
Same period 2021 Same period 2020
Rank 193 168 166
Rank change year-on-year -25 -2 -49
Contract jobs citing NoSQL 1,028 830 585
As % of all contract jobs advertised in England 1.44% 1.62% 1.60%
As % of the Database & Business Intelligence category 7.47% 7.61% 7.08%
Number of daily rates quoted 699 529 444
10th Percentile £425 £411 £388
25th Percentile £501 £463 £450
Median daily rate (50th Percentile) £600 £575 £525
Median % change year-on-year +4.35% +9.52% -
75th Percentile £713 £650 £626
90th Percentile £800 £725 £696
UK median daily rate £600 £548 £525
% change year-on-year +9.59% +4.29% -
Number of hourly rates quoted 8 15 1
10th Percentile £45.88 £56.50 -
25th Percentile £49.06 £63.25 -
Median hourly rate £63.52 £65.50 £58.00
Median % change year-on-year -3.02% +12.93% +5.45%
75th Percentile £68.13 £72.17 -
90th Percentile £74.90 £73.45 -
UK median hourly rate £64.02 £63.00 £58.00
% change year-on-year +1.62% +8.62% +5.45%

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 13,758 10,901 8,265
As % of all contract IT jobs advertised in England 19.32% 21.33% 22.63%
Number of daily rates quoted 9,975 7,573 5,848
10th Percentile £375 £325 £330
25th Percentile £450 £413 £413
Median daily rate (50th Percentile) £550 £503 £500
Median % change year-on-year +9.45% +0.50% +4.17%
75th Percentile £675 £613 £600
90th Percentile £763 £700 £688
UK median daily rate £550 £500 £500
% change year-on-year +10.00% - +5.26%
Number of hourly rates quoted 166 171 109
10th Percentile £14.25 £11.40 £13.52
25th Percentile £21.19 £19.00 £18.25
Median hourly rate £40.15 £24.50 £25.00
Median % change year-on-year +63.88% -2.00% -28.57%
75th Percentile £63.60 £45.25 £46.00
90th Percentile £75.00 £64.50 £65.10
UK median hourly rate £40.15 £26.00 £25.00
% change year-on-year +54.42% +4.00% -18.03%

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 28 June 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 28 June 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 28 June 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
Jobs
London -38 664 £648 +12.61% 193
North of England -6 101 £525 +13.51% 76
South East -20 97 £600 +9.09% 35
Midlands 0 68 £500 +14.94% 41
North West -18 55 £550 +15.79% 32
West Midlands +7 53 £540 +22.73% 30
Yorkshire -10 39 £500 +17.65% 30
East of England -15 17 £590 +25.87% 13
South West -34 17 £500 -16.67% 27
East Midlands -12 13 £488 +16.42% 11
North East +2 8 £400 -11.11% 14
NoSQL
UK

For the 6 months to 28 June 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.

1 566 (55.06%) Agile
2 564 (54.86%) SQL
3 501 (48.74%) Java
4 418 (40.66%) Microservices
5 380 (36.96%) CI/CD
6 346 (33.66%) AWS
7 316 (30.74%) Docker
8 311 (30.25%) Python
9 303 (29.47%) Azure
10 289 (28.11%) DevOps
11 273 (26.56%) MongoDB
12 270 (26.26%) Kubernetes
13 264 (25.68%) JavaScript
14 259 (25.19%) Spring
15 251 (24.42%) TDD
16 236 (22.96%) Finance
17 235 (22.86%) REST
18 231 (22.47%) Git (software)
19 229 (22.28%) Social Skills
20 218 (21.21%) Spring Boot
21 213 (20.72%) Kafka
22 211 (20.53%) RESTful
23 197 (19.16%) Relational Database
24 193 (18.77%) Jenkins
25 184 (17.90%) Analytics
26 179 (17.41%) Software Engineering
27 178 (17.32%) Scrum
27 178 (17.32%) Full Stack Development
28 176 (17.12%) Continuous Integration
29 173 (16.83%) GCP

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
1 151 (14.69%) Apache Spark
2 76 (7.39%) Apache
3 59 (5.74%) Confluence
4 51 (4.96%) Apache Airflow
5 40 (3.89%) nginx
6 24 (2.33%) Tomcat
7 23 (2.24%) JBoss
8 19 (1.85%) Red Hat Fuse
9 17 (1.65%) WebLogic
10 15 (1.46%) Apache Solr
10 15 (1.46%) WebSphere
11 12 (1.17%) OpenStack
12 11 (1.07%) Cloud Foundry
12 11 (1.07%) IIS
13 10 (0.97%) Luigi
13 10 (0.97%) Oracle SOA Suite
14 9 (0.88%) Apache Pig
15 8 (0.78%) Apache Pulsar
15 8 (0.78%) Jupyter
15 8 (0.78%) uWSGI
Applications
1 6 (0.58%) Microsoft Excel
1 6 (0.58%) Microsoft Office
2 3 (0.29%) SPSS
3 2 (0.19%) MS Visio
4 1 (0.097%) Microsoft Project
Business Applications
1 6 (0.58%) Payment Gateway
2 5 (0.49%) Oracle BPM
2 5 (0.49%) Sparx Enterprise Architect
3 4 (0.39%) Bloomberg AIM
3 4 (0.39%) Oracle Applications
4 2 (0.19%) Oracle ERP
4 2 (0.19%) Shopify
4 2 (0.19%) WebTrends
5 1 (0.097%) SAP Oil and Gas
Cloud Services
1 346 (33.66%) AWS
2 303 (29.47%) Azure
3 173 (16.83%) GCP
4 162 (15.76%) Serverless
5 106 (10.31%) AWS Lambda
6 98 (9.53%) GitHub
7 52 (5.06%) Amazon S3
8 43 (4.18%) Azure Cosmos DB
9 42 (4.09%) Azure DevOps
10 41 (3.99%) PaaS
11 35 (3.40%) Amazon EC2
11 35 (3.40%) Power Platform
12 33 (3.21%) Amazon SQS
13 32 (3.11%) IaaS
14 30 (2.92%) Amazon ECS
14 30 (2.92%) SaaS
15 29 (2.82%) OpenShift
16 28 (2.72%) Azure Functions
17 27 (2.63%) AWS Fargate
18 24 (2.33%) AWS CloudFormation
Communications & Networking
1 26 (2.53%) HTTP
2 13 (1.26%) Firewall
2 13 (1.26%) TCP/IP
3 8 (0.78%) DNS
3 8 (0.78%) LAN
4 7 (0.68%) HTTPS
4 7 (0.68%) Internet
5 6 (0.58%) SSL
5 6 (0.58%) WAN
6 5 (0.49%) VPN
7 4 (0.39%) Broadband
7 4 (0.39%) SMS
8 3 (0.29%) AMQP
8 3 (0.29%) Ethernet
8 3 (0.29%) OpenLDAP
8 3 (0.29%) VLAN
9 2 (0.19%) Intranet
9 2 (0.19%) Kerberos
9 2 (0.19%) Network Security
9 2 (0.19%) Radio Access Network
Database & Business Intelligence
1 273 (26.56%) MongoDB
2 197 (19.16%) Relational Database
3 139 (13.52%) Big Data
4 128 (12.45%) SQL Server
5 118 (11.48%) PostgreSQL
6 107 (10.41%) MySQL
7 101 (9.82%) Hadoop
8 100 (9.73%) RDBMS
9 88 (8.56%) Data Warehouse
10 86 (8.37%) Apache Cassandra
11 82 (7.98%) Data Lake
12 65 (6.32%) DynamoDB
13 50 (4.86%) Elasticsearch
13 50 (4.86%) Redis
14 37 (3.60%) Amazon Redshift
15 34 (3.31%) HBase
16 32 (3.11%) Amazon Athena
16 32 (3.11%) Apache Hive
17 30 (2.92%) Metadata
18 28 (2.72%) Tableau
Development Applications
1 231 (22.47%) Git (software)
2 193 (18.77%) Jenkins
3 125 (12.16%) Maven
4 96 (9.34%) JIRA
5 50 (4.86%) Cucumber
6 49 (4.77%) GitLab
6 49 (4.77%) Gradle
7 38 (3.70%) TeamCity
8 34 (3.31%) Bitbucket
9 30 (2.92%) Atlassian Bamboo
10 26 (2.53%) Postman
11 25 (2.43%) Selenium
11 25 (2.43%) Subversion
12 23 (2.24%) JUnit
13 22 (2.14%) Moq
14 21 (2.04%) Eclipse
14 21 (2.04%) NUnit
15 18 (1.75%) Artifactory
16 17 (1.65%) MLflow
16 17 (1.65%) Sonatype Nexus
General
1 236 (22.96%) Finance
2 229 (22.28%) Social Skills
3 139 (13.52%) Banking
4 106 (10.31%) Analytical Skills
5 66 (6.42%) Public Sector
6 56 (5.45%) Front Office
7 44 (4.28%) Investment Banking
8 17 (1.65%) Military
8 17 (1.65%) Presentation Skills
9 15 (1.46%) Marketing
9 15 (1.46%) Police
10 14 (1.36%) Telecoms
11 13 (1.26%) Retail
12 12 (1.17%) Financial Institution
13 10 (0.97%) Pharmaceutical
14 9 (0.88%) Law
14 9 (0.88%) Legal
15 8 (0.78%) Documentation Skills
15 8 (0.78%) Games
16 7 (0.68%) Retail Banking
Job Titles
1 455 (44.26%) Developer
2 187 (18.19%) Architect
3 181 (17.61%) Java Developer
4 102 (9.92%) Senior Developer
5 94 (9.14%) Solutions Architect
6 93 (9.05%) Data Engineer
7 83 (8.07%) Full Stack Developer
8 61 (5.93%) Software Engineer
9 59 (5.74%) Data Architect
10 56 (5.45%) Senior Java Developer
11 47 (4.57%) .NET Developer
12 43 (4.18%) DevOps Engineer
13 36 (3.50%) Java Engineer
14 33 (3.21%) Python Developer
15 32 (3.11%) AWS Engineer
15 32 (3.11%) Python Engineer
16 31 (3.02%) Cloud Architect
17 29 (2.82%) Azure Architect
17 29 (2.82%) Technical Architect
18 26 (2.53%) Scala Developer
Libraries, Frameworks & Software Standards
1 259 (25.19%) Spring
2 235 (22.86%) REST
3 218 (21.21%) Spring Boot
4 213 (20.72%) Kafka
5 211 (20.53%) RESTful
6 171 (16.63%) React
7 167 (16.25%) HTML
8 143 (13.91%) CSS
9 136 (13.23%) Node.js
10 129 (12.55%) .NET
11 115 (11.19%) Web Services
12 100 (9.73%) JSON
13 97 (9.44%) AngularJS
14 80 (7.78%) SOAP
15 70 (6.81%) HTML5
16 65 (6.32%) XML
17 57 (5.54%) .NET Core
18 54 (5.25%) Middleware
19 53 (5.16%) Hibernate
20 49 (4.77%) J2EE
Miscellaneous
1 67 (6.52%) Cloud Native
2 64 (6.23%) User Experience
3 42 (4.09%) iPad
4 40 (3.89%) Public Cloud
5 39 (3.79%) Data Structures
6 38 (3.70%) Algorithms
7 28 (2.72%) Greenfield Project
7 28 (2.72%) Media Streaming
7 28 (2.72%) Video\Live Streaming
8 26 (2.53%) Enterprise Software
8 26 (2.53%) Mobile App
9 22 (2.14%) Virtual Team
10 19 (1.85%) Management Information System
10 19 (1.85%) Replication
11 18 (1.75%) Derivative
11 18 (1.75%) Fixed Income
12 17 (1.65%) Self-Motivation
13 16 (1.56%) Legacy Systems
14 15 (1.46%) Foreign Exchange (FX)
15 14 (1.36%) Hybrid Cloud
Operating Systems
1 140 (13.62%) Linux
2 46 (4.47%) Windows
3 25 (2.43%) Unix
4 13 (1.26%) Ubuntu
5 9 (0.88%) Android
6 7 (0.68%) Windows Server
7 6 (0.58%) Apple iOS
7 6 (0.58%) Mac OS X
8 5 (0.49%) CentOS
9 3 (0.29%) VMS
10 2 (0.19%) Alpine Linux
10 2 (0.19%) Red Hat Enterprise Linux
11 1 (0.097%) Solaris
Processes & Methodologies
1 566 (55.06%) Agile
2 418 (40.66%) Microservices
3 380 (36.96%) CI/CD
4 289 (28.11%) DevOps
5 251 (24.42%) TDD
6 184 (17.90%) Analytics
7 179 (17.41%) Software Engineering
8 178 (17.32%) Full Stack Development
8 178 (17.32%) Scrum
9 176 (17.12%) Continuous Integration
10 153 (14.88%) Problem-Solving
11 136 (13.23%) BDD
12 134 (13.04%) Test Automation
13 130 (12.65%) Data Modelling
14 114 (11.09%) OO
15 102 (9.92%) Data Engineering
16 93 (9.05%) Unit Testing
17 92 (8.95%) ETL
18 88 (8.56%) E-Commerce
19 87 (8.46%) Computer Science
Programming Languages
1 564 (54.86%) SQL
2 501 (48.74%) Java
3 311 (30.25%) Python
4 264 (25.68%) JavaScript
5 134 (13.04%) C#
6 124 (12.06%) Scala
7 95 (9.24%) TypeScript
8 47 (4.57%) Go
9 44 (4.28%) Bash
9 44 (4.28%) R
10 38 (3.70%) C++
11 31 (3.02%) PowerShell
11 31 (3.02%) T-SQL
12 30 (2.92%) Kotlin
12 30 (2.92%) Shell Script
13 27 (2.63%) PL/SQL
14 24 (2.33%) Ruby
15 20 (1.95%) PHP
16 19 (1.85%) Groovy
17 9 (0.88%) C
Qualifications
1 60 (5.84%) Degree
2 59 (5.74%) Security Cleared
3 47 (4.57%) SC Cleared
4 37 (3.60%) Computer Science Degree
5 20 (1.95%) PhD
6 17 (1.65%) AWS Certification
7 9 (0.88%) DV Cleared
8 8 (0.78%) Numerate Degree
9 6 (0.58%) BPSS Clearance
9 6 (0.58%) Master's Degree
10 4 (0.39%) PMP
10 4 (0.39%) TOGAF Certification
11 2 (0.19%) MBA
11 2 (0.19%) PMI Certification
11 2 (0.19%) Sun Certification
12 1 (0.097%) ISEB
12 1 (0.097%) ISTQB
Quality Assurance & Compliance
1 63 (6.13%) QA
2 35 (3.40%) Data Quality
3 34 (3.31%) Accessibility
4 18 (1.75%) WCAG
5 10 (0.97%) GDPR
6 4 (0.39%) PMO
7 3 (0.29%) ISO 20022
7 3 (0.29%) OASIS TOSCA
7 3 (0.29%) SEPA
8 1 (0.097%) Disclosure Scotland
8 1 (0.097%) EMIR
8 1 (0.097%) MiFID
8 1 (0.097%) NCSC
8 1 (0.097%) Sarbanes-Oxley
8 1 (0.097%) SLA
System Software
1 316 (30.74%) Docker
2 28 (2.72%) HDFS
3 11 (1.07%) Active Directory
4 8 (0.78%) Virtual Machines
4 8 (0.78%) VMware Infrastructure
5 3 (0.29%) Apache ZooKeeper
5 3 (0.29%) Hyper-V
5 3 (0.29%) KVM
5 3 (0.29%) LXC
5 3 (0.29%) Platform Symphony
6 2 (0.19%) Apache Flume
6 2 (0.19%) GridGain
6 2 (0.19%) Microsoft Virtual Server
6 2 (0.19%) Virtual Servers
7 1 (0.097%) Active Directory Lightweight Directory Services
7 1 (0.097%) Oracle RAC
7 1 (0.097%) VMware ESXi
7 1 (0.097%) VMware NSX
7 1 (0.097%) vSphere
Systems Management
1 270 (26.26%) Kubernetes
2 97 (9.44%) Terraform
3 44 (4.28%) Ansible
4 29 (2.82%) Grafana
5 23 (2.24%) Puppet
6 20 (1.95%) Prometheus
7 17 (1.65%) Kubeflow
8 16 (1.56%) Opscode Chef
9 12 (1.17%) Kibana
10 9 (0.88%) Consul
11 8 (0.78%) Rancher
12 7 (0.68%) Istio
13 6 (0.58%) Argo
13 6 (0.58%) Nagios
13 6 (0.58%) ZABBIX
14 5 (0.49%) Docker Swarm
14 5 (0.49%) ITRS Geneos
14 5 (0.49%) Mesos
15 4 (0.39%) Oozie
16 3 (0.29%) yum
Vendors
1 148 (14.40%) Oracle
2 81 (7.88%) Microsoft
3 74 (7.20%) Google
4 52 (5.06%) Databricks
5 27 (2.63%) IBM
5 27 (2.63%) Red Hat
6 25 (2.43%) TIBCO
7 22 (2.14%) Splunk
8 17 (1.65%) MuleSoft
9 16 (1.56%) Informatica
10 15 (1.46%) Cloudera
11 14 (1.36%) SAP
11 14 (1.36%) ServiceNow
12 12 (1.17%) Confluent
13 11 (1.07%) Teradata
14 10 (0.97%) Atlassian
14 10 (0.97%) ESRI
14 10 (0.97%) VMware
15 9 (0.88%) Hortonworks
16 8 (0.78%) Talend