Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 24 May 2020

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 24 May 2020 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
24 May 2020		 Same period 2019 Same period 2018
Rank 111 85 83
Rank change year-on-year -26 -2 +34
Contract jobs citing NoSQL 476 1,243 1,386
As % of all contract jobs advertised in London 2.39% 3.07% 3.04%
As % of the Database & Business Intelligence category 9.86% 12.38% 12.19%
Number of daily rates quoted 361 970 1,121
Median daily rate £538 £550 £525
Median daily rate % change year-on-year -2.27% +4.76% -
10th Percentile £420 £425 £413
90th Percentile £713 £675 £650
England median daily rate £525 £525 £513
% change year-on-year - +2.44% +7.89%
Number of hourly rates quoted 2 3 2
Median hourly rate £35.00 £52.00 £63.75
Median hourly rate % change year-on-year -32.69% -18.43% +34.21%
England median hourly rate £35.00 £55.00 £62.50
% change year-on-year -36.36% -12.00% +30.21%

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 4,826 10,042 11,367
As % of all contract IT jobs advertised in London 24.28% 24.77% 24.92%
Number of daily rates quoted 3,370 7,295 8,545
Median daily rate £525 £525 £513
Median daily rate % change year-on-year - +2.44% +4.59%
10th Percentile £363 £363 £356
90th Percentile £704 £675 £663
England median daily rate £500 £488 £475
% change year-on-year +2.56% +2.63% +6.26%
Number of hourly rates quoted 53 60 77
Median hourly rate £35.00 £35.00 £30.00
Median hourly rate % change year-on-year - +16.67% -3.23%
10th Percentile £20.07 £19.95 £20.25
90th Percentile £39.15 £56.50 £46.30
Median hourly rate £35.00 £35.00 £32.00
% change year-on-year - +9.38% +6.67%

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 24 May 2020.

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 24 May 2020. 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
Central London +18 104 £518 -5.91% 32
West London +26 15 £563 +2.27% 8
South London +17 14 £500 -9.09% 7
East London -31 6 £450 -18.18% 4
NoSQL
England

For the 6 months to 24 May 2020, 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.

1 270 (56.72%) SQL
2 244 (51.26%) Agile Software Development
3 220 (46.22%) Java
4 210 (44.12%) AWS
5 180 (37.82%) Python
6 173 (36.34%) JavaScript
7 162 (34.03%) Microservices
8 161 (33.82%) Azure
9 134 (28.15%) Kafka
10 132 (27.73%) Docker
11 130 (27.31%) Kubernetes
12 128 (26.89%) Finance
13 120 (25.21%) MongoDB
14 118 (24.79%) GCP
15 113 (23.74%) DevOps
16 106 (22.27%) Big Data
16 106 (22.27%) Web Services
17 103 (21.64%) React
18 100 (21.01%) TDD
19 95 (19.96%) Apache Spark
20 94 (19.75%) Software Engineering
21 92 (19.33%) Analytics
22 90 (18.91%) Linux
23 89 (18.70%) Spring
23 89 (18.70%) Scala
24 87 (18.28%) Git (software)
24 87 (18.28%) Continuous Integration
25 82 (17.23%) .NET
25 82 (17.23%) RESTful
25 82 (17.23%) AngularJS

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 95 (19.96%) Apache Spark
2 24 (5.04%) Confluence
3 21 (4.41%) Apache
4 19 (3.99%) Elasticsearch
5 15 (3.15%) Tomcat
6 8 (1.68%) WebLogic
7 7 (1.47%) Apache Airflow
8 4 (0.84%) Apache Pig
8 4 (0.84%) BizTalk Server
8 4 (0.84%) Jetty
8 4 (0.84%) SharePoint
9 3 (0.63%) Apache Pulsar
9 3 (0.63%) nginx
9 3 (0.63%) Oracle Workflow
10 2 (0.42%) Cloud Foundry
10 2 (0.42%) CMS
10 2 (0.42%) IIS
10 2 (0.42%) Luigi
11 1 (0.21%) JBoss
11 1 (0.21%) SAS
Applications
1 1 (0.21%) Chatbot
1 1 (0.21%) Microsoft Excel
1 1 (0.21%) MS Visio
1 1 (0.21%) Zeplin
Business Applications
1 8 (1.68%) FINCAD Analytics
2 4 (0.84%) Magento
2 4 (0.84%) Shopify
3 2 (0.42%) Dynamics CRM
3 2 (0.42%) NetSuite
3 2 (0.42%) SAP Oil and Gas
4 1 (0.21%) Oracle EBS
4 1 (0.21%) Salesforce.com CRM
Cloud Services
1 210 (44.12%) AWS
2 161 (33.82%) Azure
3 118 (24.79%) GCP
4 40 (8.40%) Serverless
5 25 (5.25%) GitHub
6 22 (4.62%) AWS Lambda
7 21 (4.41%) Amazon S3
8 20 (4.20%) SaaS
9 19 (3.99%) Amazon Kinesis
10 18 (3.78%) PaaS
11 17 (3.57%) OpenShift
12 16 (3.36%) Amazon EC2
13 13 (2.73%) AWS CloudFormation
13 13 (2.73%) AWS Step Functions
13 13 (2.73%) Cloud Computing
13 13 (2.73%) Heroku
14 10 (2.10%) Azure Data Factory
15 9 (1.89%) Amazon SQS
15 9 (1.89%) IaaS
16 7 (1.47%) Amazon EMR
Communications & Networking
1 26 (5.46%) HTTPS
2 25 (5.25%) HTTP
3 24 (5.04%) SSL
4 9 (1.89%) RTMP
5 8 (1.68%) Internet
5 8 (1.68%) TCP/IP
6 7 (1.47%) DSL
6 7 (1.47%) Firewall
7 6 (1.26%) AMQP
8 5 (1.05%) DHCP
8 5 (1.05%) DOCSIS
8 5 (1.05%) Kerberos
8 5 (1.05%) MQTT
8 5 (1.05%) SNMP
9 4 (0.84%) DNS
9 4 (0.84%) Network Security
10 2 (0.42%) Wireless
11 1 (0.21%) Skype
11 1 (0.21%) SSH
11 1 (0.21%) VPN
Database & Business Intelligence
1 120 (25.21%) MongoDB
2 106 (22.27%) Big Data
3 77 (16.18%) Apache Cassandra
4 76 (15.97%) Relational Database
5 72 (15.13%) PostgreSQL
6 70 (14.71%) Redis
7 67 (14.08%) MySQL
8 65 (13.66%) Hadoop
9 61 (12.82%) SQL Server
10 39 (8.19%) Data Warehouse
11 37 (7.77%) Amazon DynamoDB
12 35 (7.35%) HBase
13 31 (6.51%) Data Lake
14 28 (5.88%) RDBMS
15 19 (3.99%) Amazon Athena
15 19 (3.99%) Apache Hive
16 17 (3.57%) Microsoft Analysis Services
16 17 (3.57%) SQL Server Analysis Services
17 16 (3.36%) Amazon Redshift
18 15 (3.15%) Amazon RDS
Development Applications
1 87 (18.28%) Git (software)
2 60 (12.61%) Jenkins
3 34 (7.14%) JIRA
4 32 (6.72%) JUnit
5 27 (5.67%) TeamCity
6 26 (5.46%) Maven
7 21 (4.41%) Artifactory
7 21 (4.41%) Mockito
8 18 (3.78%) CircleCI
8 18 (3.78%) Gradle
9 17 (3.57%) MSBuild
9 17 (3.57%) Octopus Deploy
10 16 (3.36%) GitLab
11 14 (2.94%) Cucumber
12 11 (2.31%) webpack
13 10 (2.10%) Team Foundation Server
14 9 (1.89%) NUnit
14 9 (1.89%) Visual Studio
15 8 (1.68%) Travis CI
15 8 (1.68%) Visual Studio Team System
General
1 128 (26.89%) Finance
2 58 (12.18%) Front Office
3 54 (11.34%) Banking
4 20 (4.20%) Investment Banking
5 15 (3.15%) Public Sector
6 14 (2.94%) Games
7 8 (1.68%) Legal
7 8 (1.68%) Retail
8 5 (1.05%) Financial Institution
8 5 (1.05%) Marketing
8 5 (1.05%) Telecoms
9 3 (0.63%) Back Office
9 3 (0.63%) Billing
9 3 (0.63%) Law
9 3 (0.63%) Publishing
10 2 (0.42%) Advertising
10 2 (0.42%) Manufacturing
Job Titles
1 236 (49.58%) Developer
2 84 (17.65%) Java Developer
3 66 (13.87%) Data Engineer
4 53 (11.13%) Architect
5 50 (10.50%) Senior Developer
6 35 (7.35%) AWS Engineer
7 28 (5.88%) Data Architect
8 27 (5.67%) Python Engineer
9 26 (5.46%) .NET Developer
10 24 (5.04%) AWS Developer
10 24 (5.04%) Full Stack Developer
10 24 (5.04%) Node.js Developer
10 24 (5.04%) Python Developer
11 21 (4.41%) Senior Java Developer
11 21 (4.41%) Software Engineer
12 19 (3.99%) DevOps Engineer
13 16 (3.36%) C# Developer
14 15 (3.15%) React Developer
15 13 (2.73%) Solutions Architect
16 12 (2.52%) Platform Engineer
Libraries, Frameworks & Software Standards
1 134 (28.15%) Kafka
2 106 (22.27%) Web Services
3 103 (21.64%) React
4 89 (18.70%) Spring
5 82 (17.23%) .NET
5 82 (17.23%) AngularJS
5 82 (17.23%) RESTful
6 80 (16.81%) Node.js
7 59 (12.39%) REST
8 57 (11.97%) CSS
9 55 (11.55%) HTML
10 49 (10.29%) Spring Boot
11 47 (9.87%) JSON
12 28 (5.88%) Django
13 27 (5.67%) .NET Core
13 27 (5.67%) Guice
13 27 (5.67%) RabbitMQ
14 26 (5.46%) XML
15 25 (5.25%) HTML5
15 25 (5.25%) Spring Security
Miscellaneous
1 58 (12.18%) Analytical Skills
2 46 (9.66%) Data Structures
3 33 (6.93%) Algorithms
4 27 (5.67%) Fixed Income
5 26 (5.46%) Greenfield Project
5 26 (5.46%) User Experience
6 24 (5.04%) Derivative
7 23 (4.83%) Foreign Exchange (FX)
7 23 (4.83%) Public Cloud
8 22 (4.62%) Hedge funds
9 21 (4.41%) Equity Derivative
10 18 (3.78%) Blog
11 15 (3.15%) Cloud Native
12 14 (2.94%) Equities
13 12 (2.52%) Virtual Team
14 11 (2.31%) Enterprise Software
15 10 (2.10%) Social Media
16 8 (1.68%) Private Cloud
16 8 (1.68%) Replication
17 7 (1.47%) Management Information System
Operating Systems
1 90 (18.91%) Linux
2 34 (7.14%) Windows
3 31 (6.51%) Unix
4 7 (1.47%) Red Hat Enterprise Linux
4 7 (1.47%) Ubuntu
5 6 (1.26%) Solaris
6 5 (1.05%) Android
6 5 (1.05%) Apple iOS
6 5 (1.05%) Oracle Linux
7 2 (0.42%) Mac OS
7 2 (0.42%) Windows Server
Processes & Methodologies
1 244 (51.26%) Agile Software Development
2 162 (34.03%) Microservices
3 113 (23.74%) DevOps
4 100 (21.01%) TDD
5 94 (19.75%) Software Engineering
6 92 (19.33%) Analytics
7 87 (18.28%) Continuous Integration
8 80 (16.81%) Scrum
8 80 (16.81%) Test Automation
9 60 (12.61%) Data Modelling
10 59 (12.39%) Machine Learning
11 56 (11.76%) Data Science
12 54 (11.34%) ETL
13 52 (10.92%) Open Source
14 50 (10.50%) SDLC
15 47 (9.87%) Continuous Delivery
16 45 (9.45%) Migration
17 43 (9.03%) Computer Science
18 42 (8.82%) BDD
18 42 (8.82%) Pair Programming
Programming Languages
1 270 (56.72%) SQL
2 220 (46.22%) Java
3 180 (37.82%) Python
4 173 (36.34%) JavaScript
5 89 (18.70%) Scala
6 72 (15.13%) C#
7 51 (10.71%) Java 8
8 38 (7.98%) Kotlin
9 34 (7.14%) Ruby
10 27 (5.67%) Groovy
11 26 (5.46%) TypeScript
12 25 (5.25%) C++
13 24 (5.04%) Go
13 24 (5.04%) R
14 17 (3.57%) F#
15 14 (2.94%) ES6
16 13 (2.73%) Bash Shell
16 13 (2.73%) PowerShell
17 12 (2.52%) T-SQL
18 9 (1.89%) Perl
Qualifications
1 22 (4.62%) Degree
2 15 (3.15%) Security Cleared
3 11 (2.31%) SC Cleared
4 8 (1.68%) Computer Science Degree
5 4 (0.84%) Master's Degree
5 4 (0.84%) Microsoft Certification
6 3 (0.63%) CCNA
6 3 (0.63%) CCNP
6 3 (0.63%) Cisco Certification
7 2 (0.42%) AWS Certification
7 2 (0.42%) PhD
7 2 (0.42%) TOGAF Certification
8 1 (0.21%) BPSS Clearance
8 1 (0.21%) DBS Check
8 1 (0.21%) DV Cleared
8 1 (0.21%) Numerate Degree
8 1 (0.21%) PMI Certification
8 1 (0.21%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (2.73%) QA
2 10 (2.10%) Data Quality
3 5 (1.05%) GDPR
3 5 (1.05%) ISO/IEC 20000
4 1 (0.21%) WCAG
System Software
1 132 (27.73%) Docker
2 13 (2.73%) HDFS
3 9 (1.89%) Oracle RAC
4 7 (1.47%) Apache Flume
5 5 (1.05%) Active Directory
6 3 (0.63%) VMware Infrastructure
7 1 (0.21%) Virtual Machines
7 1 (0.21%) VMware ESXi
Systems Management
1 130 (27.31%) Kubernetes
2 56 (11.76%) Terraform
3 24 (5.04%) Ansible
4 18 (3.78%) Prometheus
4 18 (3.78%) Zipkin
5 11 (2.31%) Puppet
6 9 (1.89%) Data Guard
7 8 (1.68%) Kibana
8 7 (1.47%) Opscode Chef
9 5 (1.05%) Grafana
9 5 (1.05%) logstash
9 5 (1.05%) Oracle RMAN
10 4 (0.84%) linkerd
11 2 (0.42%) Control-M
11 2 (0.42%) HP ALM
11 2 (0.42%) Istio
11 2 (0.42%) ITRS Geneos
11 2 (0.42%) Mesos
11 2 (0.42%) Rancher
12 1 (0.21%) Tivoli
Vendors
1 46 (9.66%) Oracle
2 44 (9.24%) Google
3 25 (5.25%) Microsoft
4 18 (3.78%) Informatica
5 17 (3.57%) Tableau
6 12 (2.52%) Sybase
7 10 (2.10%) Cloudera
8 9 (1.89%) Splunk
9 8 (1.68%) Alteryx
9 8 (1.68%) HP
10 7 (1.47%) hybris
10 7 (1.47%) Salesforce.com
10 7 (1.47%) SAP
10 7 (1.47%) Talend
11 6 (1.26%) Ab Initio
11 6 (1.26%) MapR
11 6 (1.26%) Red Hat
12 5 (1.05%) Databricks
12 5 (1.05%) Gemalto
12 5 (1.05%) Nokia