Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to

The following table provides summary statistics for contract job vacancies advertised in London 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 4 July 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
England > London
6 months to
4 Jul 2022		 Same period 2021 Same period 2020
Rank 168 130 109
Rank change year-on-year -38 -21 -19
Contract jobs citing NoSQL 683 592 433
As % of all contract jobs advertised in London 1.71% 2.14% 2.46%
As % of the Database & Business Intelligence category 8.24% 8.97% 9.49%
Number of daily rates quoted 463 379 338
10th Percentile £457 £431 £420
25th Percentile £525 £480 £488
Median daily rate (50th Percentile) £650 £575 £550
Median % change year-on-year +13.04% +4.55% -
75th Percentile £747 £663 £650
90th Percentile £800 £739 £740
England median daily rate £600 £573 £525
% change year-on-year +4.80% +9.05% -
Number of hourly rates quoted 3 1 0
10th Percentile £60.50 - -
25th Percentile £63.88 - -
Median hourly rate £72.00 £65.00 -
Median % change year-on-year +10.77% - -
75th Percentile £75.17 - -
90th Percentile £75.57 - -
England median hourly rate £63.52 £65.50 £58.00
% change year-on-year -3.02% +12.93% +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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 8,289 6,600 4,563
As % of all contract IT jobs advertised in London 20.79% 23.82% 25.91%
Number of daily rates quoted 6,097 4,691 3,335
10th Percentile £407 £381 £363
25th Percentile £496 £450 £438
Median daily rate (50th Percentile) £590 £550 £525
Median % change year-on-year +7.27% +4.76% -
75th Percentile £700 £645 £625
90th Percentile £788 £720 £713
England median daily rate £550 £506 £500
% change year-on-year +8.67% +1.23% +4.17%
Number of hourly rates quoted 37 32 29
10th Percentile £26.25 £8.60 £15.99
25th Percentile £35.00 £16.19 £21.00
Median hourly rate £55.00 £24.73 £27.50
Median % change year-on-year +122.45% -10.09% +10.00%
75th Percentile £68.75 £38.81 £39.25
90th Percentile £75.34 £57.80 £49.20
England median hourly rate £37.80 £24.80 £25.50
% change year-on-year +52.42% -2.75% -17.74%

NoSQL
Job Vacancy Trend in London

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

Job vacancy trend for NoSQL in London

NoSQL
Contractor Daily Rate Trend in London

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

Daily rate trend for NoSQL in London

NoSQL
Daily Rate Histogram in London

Daily rate distribution for jobs citing NoSQL in London over the 6 months to 4 July 2022.

Daily rate histogram for NoSQL in London

NoSQL
Contractor Hourly Rate Trend in London

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

Hourly rate trend for NoSQL in London

NoSQL
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the London region over the 6 months to 4 July 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
Central London +7 101 £675 +12.50% 56
South London -13 11 £725 +20.83%
West London -22 4 £675 +17.39% 17
East London -8 2 £575 +16.99% 12
North London - 1 - - 3
NoSQL
England

For the 6 months to 4 July 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 London region with a requirement for NoSQL.

1 383 (56.08%) SQL
2 381 (55.78%) Agile
3 346 (50.66%) Java
4 272 (39.82%) Microservices
5 261 (38.21%) CI/CD
6 234 (34.26%) AWS
7 224 (32.80%) Azure
8 215 (31.48%) Python
8 215 (31.48%) Docker
9 211 (30.89%) Finance
10 189 (27.67%) Kubernetes
11 179 (26.21%) MongoDB
12 178 (26.06%) JavaScript
13 174 (25.48%) REST
14 167 (24.45%) DevOps
14 167 (24.45%) Spring
15 163 (23.87%) Kafka
16 151 (22.11%) Social Skills
17 146 (21.38%) Spring Boot
18 145 (21.23%) TDD
19 140 (20.50%) Software Engineering
20 138 (20.20%) Git (software)
20 138 (20.20%) Analytics
21 135 (19.77%) React
21 135 (19.77%) Relational Database
21 135 (19.77%) Banking
22 134 (19.62%) Jenkins
23 128 (18.74%) GCP
23 128 (18.74%) RESTful
24 118 (17.28%) Full Stack Development

NoSQL
Co-occurring IT Skills in London 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
1 116 (16.98%) Apache Spark
2 56 (8.20%) Apache
3 47 (6.88%) Apache Airflow
4 30 (4.39%) nginx
5 27 (3.95%) Confluence
6 20 (2.93%) Red Hat Fuse
6 20 (2.93%) Tomcat
7 19 (2.78%) JBoss
8 16 (2.34%) WebLogic
9 12 (1.76%) Apache Solr
10 11 (1.61%) Cloud Foundry
10 11 (1.61%) WebSphere
11 10 (1.46%) Luigi
12 8 (1.17%) Apache Pig
12 8 (1.17%) OpenStack
12 8 (1.17%) Oracle SOA Suite
13 7 (1.02%) Oracle Coherence
14 6 (0.88%) Apache Pulsar
14 6 (0.88%) Jetty
15 5 (0.73%) IIS
Applications
1 6 (0.88%) Microsoft Excel
2 4 (0.59%) Microsoft Office
3 3 (0.44%) SPSS
Business Applications
1 6 (0.88%) Payment Gateway
2 5 (0.73%) Oracle BPM
2 5 (0.73%) Sparx Enterprise Architect
3 4 (0.59%) Bloomberg AIM
4 2 (0.29%) Oracle ERP
Cloud Services
1 234 (34.26%) AWS
2 224 (32.80%) Azure
3 128 (18.74%) GCP
4 103 (15.08%) Serverless
5 59 (8.64%) AWS Lambda
6 48 (7.03%) GitHub
7 35 (5.12%) Amazon S3
8 33 (4.83%) Azure Cosmos DB
9 31 (4.54%) PaaS
10 27 (3.95%) Amazon EC2
11 26 (3.81%) IaaS
12 25 (3.66%) Azure DevOps
12 25 (3.66%) Azure Functions
13 23 (3.37%) Amazon SQS
14 22 (3.22%) OpenShift
15 21 (3.07%) Power Platform
15 21 (3.07%) SaaS
16 18 (2.64%) GitHub Actions
17 16 (2.34%) Azure Data Factory
18 15 (2.20%) Amazon Kinesis
Communications & Networking
1 22 (3.22%) HTTP
2 13 (1.90%) TCP/IP
3 9 (1.32%) DNS
4 6 (0.88%) HTTPS
4 6 (0.88%) VPN
4 6 (0.88%) WAN
5 5 (0.73%) Firewall
5 5 (0.73%) Internet
5 5 (0.73%) LAN
6 4 (0.59%) Broadband
6 4 (0.59%) SMS
7 3 (0.44%) Ethernet
7 3 (0.44%) SSL
7 3 (0.44%) VLAN
8 2 (0.29%) AMQP
8 2 (0.29%) IPFS
8 2 (0.29%) Kerberos
8 2 (0.29%) Network Security
9 1 (0.15%) LoRaWAN
9 1 (0.15%) Z-Wave
Database & Business Intelligence
1 179 (26.21%) MongoDB
2 135 (19.77%) Relational Database
3 108 (15.81%) Big Data
4 87 (12.74%) SQL Server
5 77 (11.27%) Hadoop
5 77 (11.27%) PostgreSQL
5 77 (11.27%) RDBMS
6 72 (10.54%) Apache Cassandra
7 55 (8.05%) Data Warehouse
8 54 (7.91%) Data Lake
9 53 (7.76%) MySQL
10 39 (5.71%) DynamoDB
11 38 (5.56%) Elasticsearch
12 29 (4.25%) HBase
13 25 (3.66%) Redis
14 22 (3.22%) Metadata
15 21 (3.07%) Apache Hive
16 18 (2.64%) Amazon Athena
16 18 (2.64%) Amazon RDS
17 16 (2.34%) MarkLogic
Development Applications
1 138 (20.20%) Git (software)
2 134 (19.62%) Jenkins
3 100 (14.64%) Maven
4 59 (8.64%) JIRA
5 39 (5.71%) Gradle
6 33 (4.83%) Cucumber
7 32 (4.69%) TeamCity
8 29 (4.25%) GitLab
9 20 (2.93%) Atlassian Bamboo
9 20 (2.93%) Bitbucket
9 20 (2.93%) Subversion
10 19 (2.78%) NUnit
11 18 (2.64%) Eclipse
11 18 (2.64%) Moq
12 17 (2.49%) MLflow
13 14 (2.05%) Artifactory
14 13 (1.90%) Selenium
15 11 (1.61%) ER Studio
15 11 (1.61%) ERwin
16 10 (1.46%) SonarQube
General
1 211 (30.89%) Finance
2 151 (22.11%) Social Skills
3 135 (19.77%) Banking
4 88 (12.88%) Analytical Skills
5 56 (8.20%) Front Office
6 43 (6.30%) Investment Banking
7 23 (3.37%) Public Sector
8 15 (2.20%) Presentation Skills
9 11 (1.61%) Financial Institution
9 11 (1.61%) Telecoms
10 10 (1.46%) Retail
11 8 (1.17%) Law
12 7 (1.02%) Legal
12 7 (1.02%) Marketing
12 7 (1.02%) Retail Banking
13 5 (0.73%) Automotive
14 4 (0.59%) Manufacturing
15 3 (0.44%) Back Office
15 3 (0.44%) Games
15 3 (0.44%) Military
Job Titles
1 302 (44.22%) Developer
2 126 (18.45%) Architect
3 115 (16.84%) Java Developer
4 93 (13.62%) Senior Developer
5 63 (9.22%) Full Stack Developer
6 59 (8.64%) Solutions Architect
7 58 (8.49%) Data Engineer
8 53 (7.76%) Senior Java Developer
9 48 (7.03%) Software Engineer
10 38 (5.56%) .NET Developer
11 36 (5.27%) Data Architect
12 34 (4.98%) Java Engineer
13 32 (4.69%) Cloud Architect
14 31 (4.54%) Python Developer
15 26 (3.81%) Technical Architect
16 25 (3.66%) Python Engineer
17 23 (3.37%) Senior .NET Developer
18 21 (3.07%) Cloud Solutions Architect
19 19 (2.78%) DevOps Engineer
20 18 (2.64%) React Developer
Libraries, Frameworks & Software Standards
1 174 (25.48%) REST
2 167 (24.45%) Spring
3 163 (23.87%) Kafka
4 146 (21.38%) Spring Boot
5 135 (19.77%) React
6 128 (18.74%) RESTful
7 114 (16.69%) HTML
8 92 (13.47%) CSS
9 84 (12.30%) Web Services
10 81 (11.86%) .NET
11 78 (11.42%) Node.js
12 64 (9.37%) HTML5
13 62 (9.08%) AngularJS
14 57 (8.35%) SOAP
15 46 (6.73%) .NET Core
16 44 (6.44%) Middleware
17 42 (6.15%) J2EE
18 40 (5.86%) Hibernate
19 38 (5.56%) JSON
20 33 (4.83%) ASP.NET
Miscellaneous
1 58 (8.49%) User Experience
2 50 (7.32%) Cloud Native
3 39 (5.71%) Data Structures
4 34 (4.98%) Algorithms
5 29 (4.25%) Media Streaming
5 29 (4.25%) Video\Live Streaming
6 23 (3.37%) Virtual Team
7 21 (3.07%) iPad
8 20 (2.93%) Public Cloud
9 19 (2.78%) Greenfield Project
10 18 (2.64%) Derivative
10 18 (2.64%) Enterprise Software
11 16 (2.34%) Fixed Income
12 15 (2.20%) Foreign Exchange (FX)
13 14 (2.05%) Management Information System
14 13 (1.90%) Self-Motivation
15 12 (1.76%) Legacy Systems
16 11 (1.61%) Mobile App
17 9 (1.32%) Replication
18 8 (1.17%) Clustering
Operating Systems
1 91 (13.32%) Linux
2 27 (3.95%) Windows
3 25 (3.66%) Unix
4 9 (1.32%) Android
4 9 (1.32%) Ubuntu
5 6 (0.88%) Apple iOS
5 6 (0.88%) Mac OS X
6 4 (0.59%) CentOS
6 4 (0.59%) VMS
7 3 (0.44%) Windows Server
8 2 (0.29%) Red Hat Enterprise Linux
9 1 (0.15%) Alpine Linux
9 1 (0.15%) Solaris
Processes & Methodologies
1 381 (55.78%) Agile
2 272 (39.82%) Microservices
3 261 (38.21%) CI/CD
4 167 (24.45%) DevOps
5 145 (21.23%) TDD
6 140 (20.50%) Software Engineering
7 138 (20.20%) Analytics
8 118 (17.28%) Full Stack Development
9 115 (16.84%) Scrum
10 103 (15.08%) Continuous Integration
11 99 (14.49%) OO
12 88 (12.88%) BDD
13 87 (12.74%) Problem-Solving
14 86 (12.59%) Data Modelling
15 82 (12.01%) Test Automation
16 75 (10.98%) Computer Science
17 61 (8.93%) SDLC
18 59 (8.64%) Data Engineering
19 57 (8.35%) Event-Driven
20 55 (8.05%) ETL
Programming Languages
1 383 (56.08%) SQL
2 346 (50.66%) Java
3 215 (31.48%) Python
4 178 (26.06%) JavaScript
5 85 (12.45%) C#
6 83 (12.15%) Scala
7 59 (8.64%) TypeScript
8 33 (4.83%) Go
9 31 (4.54%) R
10 28 (4.10%) C++
11 26 (3.81%) Shell Script
12 24 (3.51%) Kotlin
13 20 (2.93%) Bash
13 20 (2.93%) PL/SQL
13 20 (2.93%) Ruby
14 15 (2.20%) Groovy
15 14 (2.05%) PHP
16 12 (1.76%) PowerShell
17 10 (1.46%) T-SQL
18 9 (1.32%) Perl
Qualifications
1 42 (6.15%) Degree
2 28 (4.10%) Computer Science Degree
3 21 (3.07%) Security Cleared
4 20 (2.93%) PhD
5 18 (2.64%) SC Cleared
6 11 (1.61%) AWS Certification
7 8 (1.17%) Numerate Degree
8 4 (0.59%) Master's Degree
8 4 (0.59%) PMP
9 3 (0.44%) BPSS Clearance
10 2 (0.29%) MBA
10 2 (0.29%) TOGAF Certification
11 1 (0.15%) DV Cleared
11 1 (0.15%) ISTQB
Quality Assurance & Compliance
1 30 (4.39%) QA
2 19 (2.78%) Accessibility
3 17 (2.49%) Data Quality
4 8 (1.17%) GDPR
5 6 (0.88%) WCAG
6 3 (0.44%) ISO 20022
6 3 (0.44%) OASIS TOSCA
6 3 (0.44%) SEPA
7 2 (0.29%) EMIR
7 2 (0.29%) MiFID
8 1 (0.15%) Disclosure Scotland
8 1 (0.15%) PMO
8 1 (0.15%) Sarbanes-Oxley
8 1 (0.15%) SLA
System Software
1 215 (31.48%) Docker
2 27 (3.95%) HDFS
3 7 (1.02%) Virtual Machines
4 6 (0.88%) Active Directory
5 4 (0.59%) VMware Infrastructure
6 3 (0.44%) Apache ZooKeeper
6 3 (0.44%) Hyper-V
6 3 (0.44%) KVM
6 3 (0.44%) Platform Symphony
7 2 (0.29%) Apache Flume
7 2 (0.29%) GridGain
8 1 (0.15%) Active Directory Lightweight Directory Services
8 1 (0.15%) Microsoft Virtual Server
8 1 (0.15%) Oracle RAC
8 1 (0.15%) Virtual Servers
8 1 (0.15%) VMware ESXi
Systems Management
1 189 (27.67%) Kubernetes
2 58 (8.49%) Terraform
3 27 (3.95%) Ansible
4 20 (2.93%) Grafana
5 17 (2.49%) Kubeflow
6 16 (2.34%) Prometheus
7 11 (1.61%) Puppet
8 8 (1.17%) Rancher
9 7 (1.02%) Istio
9 7 (1.02%) Opscode Chef
10 6 (0.88%) Consul
10 6 (0.88%) ZABBIX
11 5 (0.73%) Argo
11 5 (0.73%) Docker Swarm
11 5 (0.73%) ITRS Geneos
11 5 (0.73%) Mesos
12 4 (0.59%) Oozie
13 3 (0.44%) Nagios
13 3 (0.44%) yum
14 2 (0.29%) Kibana
Vendors
1 97 (14.20%) Oracle
2 44 (6.44%) Microsoft
3 39 (5.71%) Google
4 31 (4.54%) Databricks
5 26 (3.81%) Red Hat
6 23 (3.37%) TIBCO
7 21 (3.07%) IBM
8 17 (2.49%) MuleSoft
8 17 (2.49%) Splunk
9 13 (1.90%) Informatica
10 10 (1.46%) Confluent
11 9 (1.32%) Cloudera
11 9 (1.32%) ESRI
11 9 (1.32%) Hortonworks
11 9 (1.32%) SAP
12 7 (1.02%) Teradata
13 6 (0.88%) Atlassian
13 6 (0.88%) Dynatrace
13 6 (0.88%) Talend
13 6 (0.88%) VMware