Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 24 September 2019

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 September 2019 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 Sep 2019		 Same period 2018 Same period 2017
Rank 95 86 89
Rank change year-on-year -9 +3 +19
Contract jobs citing NoSQL 1,022 1,370 1,271
As % of all contract IT jobs advertised in London 2.64% 3.01% 2.91%
As % of the Database & Business Intelligence category 10.91% 12.07% 12.14%
Number of daily rates quoted 802 1,096 993
London median daily rate £550 £550 £525
Median daily rate % change year-on-year - +4.76% +5.00%
10th Percentile £425 £416 £405
90th Percentile £713 £675 £638
England median daily rate £538 £525 £500
% change year-on-year +2.38% +5.00% +5.26%
Number of hourly rates quoted 1 3 0
London median hourly rate £21.50 £59.84 -
Median hourly rate % change year-on-year -64.07% - -
England median hourly rate £60.00 £52.42 £48.50
% change year-on-year +14.47% +8.08% +21.25%

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 9,367 11,349 10,472
As % of all contract IT jobs advertised in London 24.17% 24.93% 23.95%
Number of daily rates quoted 6,760 8,478 7,651
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £362 £348
90th Percentile £694 £675 £650
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 57 56 58
London median hourly rate £35.00 £27.50 £27.33
Median hourly rate % change year-on-year +27.27% +0.62% -18.42%
10th Percentile £15.60 £19.25 £18.93
90th Percentile £54.45 £47.63 £58.75
England median hourly rate £35.00 £27.87 £30.00
% change year-on-year +25.61% -7.12% +0.40%

NoSQL
Job Vacancy Trend in London

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

Job vacancy trend for NoSQL in London

NoSQL
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in London.

Contractor daily rate trend for NoSQL in London

NoSQL
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing NoSQL in London over the 6 months to 24 September 2019.

Contractor daily rate histogram for NoSQL in London

NoSQL
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing NoSQL in London.

Contractor 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 September 2019. 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 -16 217 £550 +2.33% 97
East London -10 34 £550 +15.79% 19
West London -34 17 £525 - 31
North London +9 11 £525 +16.67% 5
South London -19 7 £438 -16.67% 13
NoSQL
England

For the 6 months to 24 September 2019, 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.

1 527 (51.57%) Agile Software Development
2 467 (45.69%) SQL
3 446 (43.64%) Java
4 423 (41.39%) Microservices
5 403 (39.43%) Python
6 391 (38.26%) AWS
7 301 (29.45%) TDD
8 284 (27.79%) JavaScript
9 283 (27.69%) DevOps
9 283 (27.69%) MongoDB
10 280 (27.40%) Azure
11 268 (26.22%) Docker
12 243 (23.78%) Finance
13 231 (22.60%) Kubernetes
14 213 (20.84%) Kafka
15 192 (18.79%) C#
16 187 (18.30%) Node.js
17 186 (18.20%) Software Engineering
18 183 (17.91%) PostgreSQL
19 174 (17.03%) Big Data
20 173 (16.93%) RESTful
21 171 (16.73%) REST
22 165 (16.14%) Apache Cassandra
23 164 (16.05%) React
24 160 (15.66%) .NET
25 154 (15.07%) Hadoop
26 151 (14.77%) Scala
26 151 (14.77%) GCP
26 151 (14.77%) Apache Spark
27 148 (14.48%) Spring

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
1 151 (14.77%) Apache Spark
2 99 (9.69%) Elasticsearch
3 67 (6.56%) Apache
4 27 (2.64%) Confluence
5 18 (1.76%) Apache Airflow
6 17 (1.66%) SAS
7 16 (1.57%) JBoss
8 15 (1.47%) nginx
9 14 (1.37%) Luigi
10 13 (1.27%) IIS
10 13 (1.27%) NServiceBus
11 11 (1.08%) Jetty
11 11 (1.08%) Tomcat
12 7 (0.68%) CMS
12 7 (0.68%) WebSphere
13 6 (0.59%) SharePoint
14 5 (0.49%) Oracle SOA Suite
15 4 (0.39%) Apache Pig
15 4 (0.39%) IBM HTTP Server
16 3 (0.29%) Apache Solr
Applications
1 5 (0.49%) Microsoft Office
2 4 (0.39%) MS Visio
3 3 (0.29%) Microsoft Excel
4 2 (0.20%) Microsoft Project
5 1 (0.098%) Chatbot
5 1 (0.098%) Weka
Business Applications
1 10 (0.98%) FINCAD Analytics
2 6 (0.59%) Salesforce.com CRM
3 4 (0.39%) SAP Oil and Gas
4 3 (0.29%) Oracle BPM
5 2 (0.20%) Magento
5 2 (0.20%) SAP Hybris
6 1 (0.098%) BusinessWorks
6 1 (0.098%) Dynamics CRM
6 1 (0.098%) Fredhopper
Cloud Services
1 391 (38.26%) AWS
2 280 (27.40%) Azure
3 151 (14.77%) GCP
4 106 (10.37%) Serverless
5 70 (6.85%) Amazon S3
6 66 (6.46%) AWS Lambda
7 44 (4.31%) Cloud Computing
8 39 (3.82%) Amazon Kinesis
9 33 (3.23%) Amazon SQS
9 33 (3.23%) Power Platform
10 28 (2.74%) GitHub
11 26 (2.54%) SaaS
12 22 (2.15%) Amazon ECS
13 20 (1.96%) Amazon EC2
14 17 (1.66%) Amazon EMR
15 16 (1.57%) Azure Data Factory
15 16 (1.57%) OpenShift
15 16 (1.57%) PaaS
16 15 (1.47%) Amazon EKS
16 15 (1.47%) AWS CloudFormation
Communications & Networking
1 52 (5.09%) HTTP
2 38 (3.72%) TCP/IP
3 23 (2.25%) DNS
3 23 (2.25%) SSL
4 22 (2.15%) DHCP
4 22 (2.15%) FTP
4 22 (2.15%) IPsec
5 21 (2.05%) AMQP
6 10 (0.98%) Internet
7 9 (0.88%) Reverse Proxy
8 6 (0.59%) Firewall
9 5 (0.49%) NetScaler
9 5 (0.49%) VPN
10 3 (0.29%) Ethernet
10 3 (0.29%) MPLS
11 2 (0.20%) HTTPS
11 2 (0.20%) Kerberos
11 2 (0.20%) VLAN
11 2 (0.20%) WAN
12 1 (0.098%) Modbus
Database & Business Intelligence
1 283 (27.69%) MongoDB
2 183 (17.91%) PostgreSQL
3 174 (17.03%) Big Data
4 165 (16.14%) Apache Cassandra
5 154 (15.07%) Hadoop
6 136 (13.31%) MySQL
7 131 (12.82%) Relational Database
8 100 (9.78%) SQL Server
9 73 (7.14%) RDBMS
10 72 (7.05%) Redis
11 69 (6.75%) Amazon DynamoDB
12 50 (4.89%) Data Lake
13 45 (4.40%) Cosmos DB
14 42 (4.11%) Data Warehouse
15 40 (3.91%) Amazon Athena
15 40 (3.91%) Amazon Redshift
15 40 (3.91%) Apache Hive
16 33 (3.23%) Power BI
17 32 (3.13%) Neo4j
18 29 (2.84%) BigQuery
Development Applications
1 135 (13.21%) Jenkins
2 102 (9.98%) Git (software)
3 44 (4.31%) JIRA
4 36 (3.52%) JUnit
5 30 (2.94%) SpecFlow
6 29 (2.84%) TeamCity
7 28 (2.74%) Maven
7 28 (2.74%) NUnit
8 26 (2.54%) GitLab
8 26 (2.54%) Visual Studio Team System
9 24 (2.35%) Travis CI
10 23 (2.25%) Atlassian Bamboo
11 22 (2.15%) Selenium
12 21 (2.05%) Artifactory
13 20 (1.96%) Jasmine
14 19 (1.86%) Cucumber
15 18 (1.76%) Gradle
15 18 (1.76%) Visual Studio
16 17 (1.66%) Bitbucket
17 14 (1.37%) Mockito
General
1 243 (23.78%) Finance
2 141 (13.80%) Banking
3 41 (4.01%) Retail
4 37 (3.62%) Investment Banking
5 35 (3.42%) Front Office
6 27 (2.64%) Law
7 20 (1.96%) Games
7 20 (1.96%) Legal
7 20 (1.96%) Public Sector
8 17 (1.66%) Financial Institution
9 9 (0.88%) Advertising
10 6 (0.59%) Marketing
10 6 (0.59%) Publishing
11 4 (0.39%) Prime Brokerage
12 3 (0.29%) Billing
13 2 (0.20%) Electronics
13 2 (0.20%) Manufacturing
13 2 (0.20%) Police
13 2 (0.20%) Telecoms
14 1 (0.098%) Aerospace
Job Titles
1 569 (55.68%) Developer
2 176 (17.22%) Java Developer
3 127 (12.43%) Data Engineer
4 92 (9.00%) .NET Developer
4 92 (9.00%) Python Developer
5 87 (8.51%) Senior Developer
6 83 (8.12%) Architect
7 77 (7.53%) Python Engineer
8 64 (6.26%) C# Developer
9 63 (6.16%) Full Stack Developer
10 60 (5.87%) React Developer
11 53 (5.19%) DevOps Engineer
12 51 (4.99%) AWS Engineer
13 48 (4.70%) Senior Java Developer
14 45 (4.40%) Software Engineer
15 44 (4.31%) C# .NET Developer
15 44 (4.31%) Data Scientist
16 37 (3.62%) NoSQL Developer
17 34 (3.33%) Node.js Developer
18 30 (2.94%) Scala Developer
Libraries, Frameworks & Software Standards
1 213 (20.84%) Kafka
2 187 (18.30%) Node.js
3 173 (16.93%) RESTful
4 171 (16.73%) REST
5 164 (16.05%) React
6 160 (15.66%) .NET
7 148 (14.48%) Spring
8 131 (12.82%) HTML
9 118 (11.55%) AngularJS
10 104 (10.18%) Web Services
11 100 (9.78%) CSS
12 97 (9.49%) RabbitMQ
13 93 (9.10%) JSON
14 75 (7.34%) Redux
15 70 (6.85%) Spring Boot
16 63 (6.16%) .NET Core
17 58 (5.68%) ASP.NET Web API
18 52 (5.09%) .NET Framework
19 51 (4.99%) HTML5
20 47 (4.60%) J2EE
Miscellaneous
1 86 (8.41%) Greenfield Project
2 65 (6.36%) Data Structures
3 59 (5.77%) Analytical Skills
4 54 (5.28%) Algorithms
5 37 (3.62%) Public Cloud
6 35 (3.42%) Derivative
7 30 (2.94%) Virtual Team
8 28 (2.74%) Self-Motivation
9 25 (2.45%) Enterprise Software
10 23 (2.25%) User Experience
11 20 (1.96%) Equities
12 19 (1.86%) Hedge funds
13 17 (1.66%) Fixed Income
14 14 (1.37%) Foreign Exchange (FX)
15 13 (1.27%) Mobile Banking
16 10 (0.98%) Mobile App
17 9 (0.88%) Cloud Native
17 9 (0.88%) Robotics
18 8 (0.78%) Replication
19 7 (0.68%) Management Information System
Operating Systems
1 143 (13.99%) Linux
2 57 (5.58%) Windows
3 35 (3.42%) Unix
4 7 (0.68%) Apple iOS
4 7 (0.68%) Red Hat Enterprise Linux
5 6 (0.59%) Android
6 4 (0.39%) CentOS
6 4 (0.39%) Ubuntu
7 2 (0.20%) Solaris
7 2 (0.20%) VMS
8 1 (0.098%) CoreOS
8 1 (0.098%) Mac OS
8 1 (0.098%) Windows Server
Processes & Methodologies
1 527 (51.57%) Agile Software Development
2 423 (41.39%) Microservices
3 301 (29.45%) TDD
4 283 (27.69%) DevOps
5 186 (18.20%) Software Engineering
6 139 (13.60%) BDD
7 129 (12.62%) Analytics
7 129 (12.62%) Continuous Integration
8 128 (12.52%) OO
8 128 (12.52%) Test Automation
9 125 (12.23%) Fintech
10 123 (12.04%) Machine Learning
11 120 (11.74%) Data Science
12 119 (11.64%) Scrum
13 104 (10.18%) ETL
14 103 (10.08%) Data Modelling
15 92 (9.00%) Open Source
16 87 (8.51%) OOP
17 83 (8.12%) Artificial Intelligence
18 76 (7.44%) Kanban
Programming Languages
1 467 (45.69%) SQL
2 446 (43.64%) Java
3 403 (39.43%) Python
4 284 (27.79%) JavaScript
5 192 (18.79%) C#
6 151 (14.77%) Scala
7 90 (8.81%) Java 8
8 65 (6.36%) Ruby
9 63 (6.16%) C++
10 56 (5.48%) TypeScript
11 47 (4.60%) R
12 42 (4.11%) Go
13 26 (2.54%) Clojure
14 21 (2.05%) Bash Shell
15 20 (1.96%) F#
16 19 (1.86%) ES6
16 19 (1.86%) Perl
17 18 (1.76%) C
18 17 (1.66%) Kotlin
19 16 (1.57%) T-SQL
Qualifications
1 53 (5.19%) Degree
2 24 (2.35%) Security Cleared
3 14 (1.37%) AWS Certification
3 14 (1.37%) Master's Degree
4 12 (1.17%) Computer Science Degree
5 11 (1.08%) PhD
5 11 (1.08%) SC Cleared
6 7 (0.68%) DV Cleared
7 5 (0.49%) DBS Check
8 3 (0.29%) BPSS Clearance
9 2 (0.20%) ISEB
9 2 (0.20%) ISTQB
9 2 (0.20%) Numerate Degree
Quality Assurance & Compliance
1 38 (3.72%) QA
2 13 (1.27%) Data Quality
3 8 (0.78%) GDPR
4 5 (0.49%) PSD2
5 3 (0.29%) ISO/IEC 27001
5 3 (0.29%) PCI DSS
6 1 (0.098%) Disclosure Scotland
6 1 (0.098%) HL7
System Software
1 268 (26.22%) Docker
2 25 (2.45%) HDFS
3 23 (2.25%) Virtual Machines
4 18 (1.76%) Apache Flume
5 9 (0.88%) Active Directory
6 8 (0.78%) VirtualBox
7 6 (0.59%) Virtual Desktop
7 6 (0.59%) VMware Infrastructure
8 5 (0.49%) Apache ZooKeeper
8 5 (0.49%) Microsoft App-V
8 5 (0.49%) XenApp
8 5 (0.49%) XenDesktop
9 1 (0.098%) Varnish
9 1 (0.098%) Xen
Systems Management
1 231 (22.60%) Kubernetes
2 81 (7.93%) Ansible
3 73 (7.14%) Terraform
4 54 (5.28%) Puppet
5 36 (3.52%) Opscode Chef
6 16 (1.57%) Grafana
6 16 (1.57%) Marathon
6 16 (1.57%) Mesos
7 13 (1.27%) Hadoop YARN
7 13 (1.27%) Kibana
7 13 (1.27%) linkerd
8 12 (1.17%) Docker Swarm
9 7 (0.68%) Cobbler
10 6 (0.59%) Istio
10 6 (0.59%) MIIS
10 6 (0.59%) Packer
11 5 (0.49%) Consul
11 5 (0.49%) logstash
11 5 (0.49%) Oozie
11 5 (0.49%) SCCM
Vendors
1 101 (9.88%) Microsoft
2 94 (9.20%) Google
3 78 (7.63%) Oracle
4 24 (2.35%) Tableau
5 20 (1.96%) IBM
5 20 (1.96%) Splunk
6 18 (1.76%) Informatica
7 17 (1.66%) Talend
8 14 (1.37%) Cloudera
8 14 (1.37%) Salesforce.com
9 13 (1.27%) Atlassian
9 13 (1.27%) Hortonworks
10 10 (0.98%) hybris
11 9 (0.88%) Databricks
11 9 (0.88%) MuleSoft
12 8 (0.78%) Datactics
12 8 (0.78%) Palantir
12 8 (0.78%) SAP
13 7 (0.68%) Red Hat
13 7 (0.68%) VMware