Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 23 May 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 23 May 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
23 May 2019		 Same period 2018 Same period 2017
Rank 83 80 112
Rank change year-on-year -3 +32 -15
Contract jobs citing NoSQL 1,239 1,378 884
As % of all contract IT jobs advertised in London 3.08% 3.02% 2.24%
As % of the Database & Business Intelligence category 12.43% 12.13% 9.21%
Number of daily rates quoted 949 1,108 685
London median daily rate £550 £525 £525
Median daily rate % change year-on-year +4.76% - +1.45%
10th Percentile £425 £413 £384
90th Percentile £675 £650 £638
England median daily rate £525 £513 £475
% change year-on-year +2.44% +7.89% -2.56%
Number of hourly rates quoted 3 2 1
London median hourly rate £52.00 £63.75 £47.50
Median hourly rate % change year-on-year -18.43% +34.21% -
10th Percentile £38.40 £53.38 £46.25
90th Percentile £56.40 £75.13 £48.75
England median hourly rate £55.00 £62.50 £48.00
% change year-on-year -12.00% +30.21% +20.00%

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 9,967 11,362 9,603
As % of all contract IT jobs advertised in London 24.76% 24.90% 24.38%
Number of daily rates quoted 7,239 8,540 6,941
London median daily rate £525 £513 £490
Median daily rate % change year-on-year +2.44% +4.59% +3.16%
10th Percentile £363 £356 £325
90th Percentile £675 £663 £650
England median daily rate £488 £475 £447
% change year-on-year +2.63% +6.26% +5.18%
Number of hourly rates quoted 60 77 40
London median hourly rate £35.00 £30.00 £33.25
Median hourly rate % change year-on-year +16.67% -9.77% +20.91%
10th Percentile £19.95 £20.25 £18.35
90th Percentile £56.50 £46.30 £47.05
England median hourly rate £35.00 £32.00 £30.50
% change year-on-year +9.38% +4.92% +10.91%

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 23 May 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
Contractor Hourly Rate Histogram in London

The hourly rate distribution of IT jobs citing NoSQL in London over the 6 months to 23 May 2019.

Contractor hourly rate histogram 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 23 May 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 -10 235 £550 +5.77% 26
East London +32 127 £550 -2.22% 1
West London -42 32 £550 +4.76% 5
South London +10 30 £550 +4.76% 2
North London -2 4 £600 +54.84% 4
NoSQL
England

For the 6 months to 23 May 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.

1 677 (54.64%) Agile Software Development
2 631 (50.93%) SQL
3 609 (49.15%) Java
4 510 (41.16%) Amazon AWS
5 478 (38.58%) Python
6 460 (37.13%) Microservices
7 433 (34.95%) MongoDB
8 407 (32.85%) JavaScript
9 379 (30.59%) TDD
10 360 (29.06%) Docker
11 350 (28.25%) DevOps
12 338 (27.28%) Microsoft Azure
13 280 (22.60%) Finance
14 243 (19.61%) Kubernetes
15 242 (19.53%) Node.js
16 240 (19.37%) Apache Cassandra
17 232 (18.72%) Big Data
18 231 (18.64%) Kafka
19 226 (18.24%) Jenkins
20 225 (18.16%) Linux
21 221 (17.84%) C#
22 219 (17.68%) Spring
22 219 (17.68%) REST
23 218 (17.59%) Test Automation
24 215 (17.35%) BDD
25 212 (17.11%) RESTful
26 210 (16.95%) PostgreSQL
26 210 (16.95%) MySQL
27 207 (16.71%) Git (software)
28 205 (16.55%) Open Source

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
1 170 (13.72%) Apache Spark
2 113 (9.12%) Elasticsearch
3 73 (5.89%) Confluence
4 52 (4.20%) Apache
5 51 (4.12%) Tomcat
6 43 (3.47%) nginx
7 34 (2.74%) WebSphere
8 30 (2.42%) JBoss
9 29 (2.34%) OpenStack
9 29 (2.34%) WebLogic
10 17 (1.37%) Cloud Foundry
11 14 (1.13%) Apache Airflow
12 13 (1.05%) SAS
13 12 (0.97%) Luigi
14 11 (0.89%) Apache Pig
15 10 (0.81%) CMS
16 8 (0.65%) MQSeries
16 8 (0.65%) Mule
17 7 (0.56%) Jetty
18 6 (0.48%) SharePoint
Applications
1 10 (0.81%) Microsoft Excel
2 3 (0.24%) Chatbot
2 3 (0.24%) Microsoft Office
3 2 (0.16%) Adobe Illustrator
3 2 (0.16%) GIMP
3 2 (0.16%) MS Visio
3 2 (0.16%) Photoshop
Business Applications
1 9 (0.73%) Distributed Ledger
2 3 (0.24%) Dynamics CRM
2 3 (0.24%) Oracle BPM
3 2 (0.16%) Magento
3 2 (0.16%) SAP Hybris
4 1 (0.081%) Eloqua
4 1 (0.081%) Fredhopper
4 1 (0.081%) R3 Corda
4 1 (0.081%) Salesforce.com CRM
4 1 (0.081%) SAP Oil and Gas
Cloud Services
1 510 (41.16%) Amazon AWS
2 338 (27.28%) Microsoft Azure
3 160 (12.91%) Google Cloud Platform
4 102 (8.23%) Serverless
5 72 (5.81%) AWS Lambda
6 67 (5.41%) Amazon S3
7 60 (4.84%) SaaS
8 55 (4.44%) GitHub
9 54 (4.36%) Power Platform
10 47 (3.79%) PaaS
11 29 (2.34%) Cloud Computing
11 29 (2.34%) OpenShift
12 28 (2.26%) Amazon Kinesis
12 28 (2.26%) Azure Data Factory
13 24 (1.94%) Amazon CloudWatch
13 24 (1.94%) Amazon EC2
14 22 (1.78%) Amazon EMR
15 20 (1.61%) Amazon SQS
16 15 (1.21%) Heroku
16 15 (1.21%) IaaS
Communications & Networking
1 71 (5.73%) HTTP
2 62 (5.00%) TCP/IP
3 47 (3.79%) DNS
4 46 (3.71%) SSL
5 38 (3.07%) DHCP
5 38 (3.07%) FTP
5 38 (3.07%) IPsec
6 30 (2.42%) AMQP
7 15 (1.21%) Internet
8 14 (1.13%) Firewall
9 5 (0.40%) VPN
10 4 (0.32%) Kerberos
11 3 (0.24%) Reverse Proxy
12 2 (0.16%) Ethernet
12 2 (0.16%) MPLS
12 2 (0.16%) OpenLDAP
12 2 (0.16%) WAN
13 1 (0.081%) DSL
13 1 (0.081%) HTTPS
13 1 (0.081%) SNMP
Database & Business Intelligence
1 433 (34.95%) MongoDB
2 240 (19.37%) Apache Cassandra
3 232 (18.72%) Big Data
4 210 (16.95%) MySQL
4 210 (16.95%) PostgreSQL
5 170 (13.72%) SQL Server
6 163 (13.16%) Hadoop
7 159 (12.83%) Relational Database
8 106 (8.56%) Redis
9 89 (7.18%) RDBMS
10 58 (4.68%) Amazon DynamoDB
11 55 (4.44%) Apache Hive
12 53 (4.28%) Data Warehouse
12 53 (4.28%) Power BI
13 50 (4.04%) Data Lake
14 40 (3.23%) Amazon Redshift
15 39 (3.15%) Cosmos DB
16 35 (2.82%) HBase
17 34 (2.74%) SQL Server Integration Services
18 30 (2.42%) Azure SQL Database
Development Applications
1 226 (18.24%) Jenkins
2 207 (16.71%) Git (software)
3 98 (7.91%) JIRA
4 70 (5.65%) JUnit
5 63 (5.08%) Maven
6 58 (4.68%) Bitbucket
7 57 (4.60%) Visual Studio Team System
8 55 (4.44%) TeamCity
9 46 (3.71%) GitLab
10 45 (3.63%) SpecFlow
11 40 (3.23%) Travis CI
12 39 (3.15%) Cucumber
12 39 (3.15%) Pylint
12 39 (3.15%) Sourcetree
13 35 (2.82%) NUnit
13 35 (2.82%) Selenium
14 34 (2.74%) Artifactory
15 33 (2.66%) Subversion
16 25 (2.02%) Atlassian Bamboo
17 24 (1.94%) Octopus Deploy
General
1 280 (22.60%) Finance
2 174 (14.04%) Banking
3 59 (4.76%) Retail
4 36 (2.91%) Front Office
5 35 (2.82%) Games
6 31 (2.50%) Investment Banking
7 21 (1.69%) Legal
8 19 (1.53%) Financial Institution
9 12 (0.97%) Advertising
10 8 (0.65%) Marketing
11 7 (0.56%) Law
11 7 (0.56%) Telecoms
12 6 (0.48%) Publishing
13 4 (0.32%) Manufacturing
14 3 (0.24%) Back Office
15 2 (0.16%) Billing
15 2 (0.16%) Prime Brokerage
15 2 (0.16%) Retail Banking
16 1 (0.081%) Aerospace
16 1 (0.081%) Local Government
Job Titles
1 686 (55.37%) Developer
2 214 (17.27%) Java Developer
3 133 (10.73%) Architect
4 121 (9.77%) Data Engineer
5 115 (9.28%) Python Developer
6 108 (8.72%) Senior Developer
7 95 (7.67%) DevOps Engineer
8 87 (7.02%) React Developer
9 84 (6.78%) Full Stack Developer
10 79 (6.38%) .NET Developer
11 72 (5.81%) C# Developer
12 60 (4.84%) Senior Java Developer
13 52 (4.20%) AWS Engineer
14 50 (4.04%) C# .NET Developer
15 49 (3.95%) Python Engineer
16 48 (3.87%) Technical Architect
17 47 (3.79%) Front End Developer (Client-Side Developer)
18 45 (3.63%) Data Architect
19 41 (3.31%) Scala Developer
20 37 (2.99%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 242 (19.53%) Node.js
2 231 (18.64%) Kafka
3 219 (17.68%) REST
3 219 (17.68%) Spring
4 212 (17.11%) RESTful
5 204 (16.46%) React
6 187 (15.09%) Web Services
7 182 (14.69%) .NET
8 171 (13.80%) AngularJS
9 165 (13.32%) HTML
10 142 (11.46%) CSS
11 107 (8.64%) RabbitMQ
12 104 (8.39%) JSON
12 104 (8.39%) Redux
13 96 (7.75%) Spring Boot
14 90 (7.26%) Elastic Stack
15 74 (5.97%) HTML5
16 65 (5.25%) Pandas
17 58 (4.68%) XML
18 56 (4.52%) SOAP
Miscellaneous
1 136 (10.98%) Fintech
2 94 (7.59%) Greenfield Project
3 83 (6.70%) Algorithms
4 79 (6.38%) Analytical Skills
5 71 (5.73%) Data Structures
6 33 (2.66%) Virtual Team
7 28 (2.26%) User Experience
8 27 (2.18%) Enterprise Software
8 27 (2.18%) Self-Motivation
9 22 (1.78%) Data Centre
9 22 (1.78%) Public Cloud
10 20 (1.61%) Cloud Native
11 19 (1.53%) Mobile App
12 18 (1.45%) Mobile Banking
13 16 (1.29%) Clustering
14 14 (1.13%) Derivative
15 10 (0.81%) Fixed Income
16 9 (0.73%) FMCG
17 8 (0.65%) Equities
17 8 (0.65%) PKI
Operating Systems
1 225 (18.16%) Linux
2 61 (4.92%) Windows
3 57 (4.60%) Unix
4 19 (1.53%) CoreOS
5 12 (0.97%) Android
5 12 (0.97%) Apple iOS
6 10 (0.81%) Ubuntu
7 5 (0.40%) Red Hat Enterprise Linux
7 5 (0.40%) VMS
8 2 (0.16%) Solaris
8 2 (0.16%) Windows Server
Processes & Methodologies
1 677 (54.64%) Agile Software Development
2 460 (37.13%) Microservices
3 379 (30.59%) TDD
4 350 (28.25%) DevOps
5 218 (17.59%) Test Automation
6 215 (17.35%) BDD
7 205 (16.55%) Open Source
8 199 (16.06%) Continuous Integration
9 161 (12.99%) Scrum
10 152 (12.27%) OO
11 138 (11.14%) Analytics
11 138 (11.14%) Machine Learning
12 119 (9.60%) Software Engineering
13 114 (9.20%) Data Science
14 101 (8.15%) ETL
15 100 (8.07%) Data Modelling
16 99 (7.99%) Problem-Solving
17 92 (7.43%) Configuration Management
18 91 (7.34%) Kanban
19 90 (7.26%) OOP
Programming Languages
1 631 (50.93%) SQL
2 609 (49.15%) Java
3 478 (38.58%) Python
4 407 (32.85%) JavaScript
5 221 (17.84%) C#
6 203 (16.38%) Scala
7 119 (9.60%) Java 8
8 104 (8.39%) Ruby
9 87 (7.02%) Go
10 61 (4.92%) C++
11 54 (4.36%) Bash Shell
12 52 (4.20%) R
13 51 (4.12%) TypeScript
14 37 (2.99%) Groovy
15 29 (2.34%) Clojure
16 28 (2.26%) ES6
17 23 (1.86%) ES7
18 22 (1.78%) Perl
19 21 (1.69%) Shell Script
20 18 (1.45%) MATLAB
Qualifications
1 70 (5.65%) Degree
2 48 (3.87%) Security Cleared
3 33 (2.66%) SC Cleared
4 30 (2.42%) Computer Science Degree
5 14 (1.13%) Master's Degree
6 12 (0.97%) PhD
7 11 (0.89%) AWS Certification
7 11 (0.89%) DV Cleared
8 5 (0.40%) ISEB
9 3 (0.24%) BPSS Clearance
9 3 (0.24%) ISTQB
10 2 (0.16%) DBS Check
11 1 (0.081%) MBA
11 1 (0.081%) SAFe Agilist
Quality Assurance & Compliance
1 61 (4.92%) QA
2 20 (1.61%) Data Quality
3 12 (0.97%) GDPR
4 5 (0.40%) ISO/IEC 27001
5 3 (0.24%) PCI DSS
6 2 (0.16%) Disclosure Scotland
System Software
1 360 (29.06%) Docker
2 48 (3.87%) Virtual Machines
3 32 (2.58%) HDFS
4 27 (2.18%) Apache Flume
5 16 (1.29%) etcd
6 14 (1.13%) Ceph
6 14 (1.13%) flannel
6 14 (1.13%) SkyDNS
7 13 (1.05%) GlusterFS
8 10 (0.81%) Apache ZooKeeper
9 8 (0.65%) Active Directory
10 5 (0.40%) Squid
11 2 (0.16%) Oracle RAC
11 2 (0.16%) VMware Infrastructure
12 1 (0.081%) Virtual Desktop
Systems Management
1 243 (19.61%) Kubernetes
2 143 (11.54%) Ansible
3 138 (11.14%) Puppet
4 97 (7.83%) Opscode Chef
5 92 (7.43%) Terraform
6 42 (3.39%) Kibana
7 27 (2.18%) Prometheus
8 26 (2.10%) rkt
9 22 (1.78%) Graphite
10 21 (1.69%) Grafana
11 19 (1.53%) HAProxy
11 19 (1.53%) Sysdig
12 16 (1.29%) Hadoop YARN
13 14 (1.13%) Host Intrusion Detection System
13 14 (1.13%) logstash
13 14 (1.13%) Network Intrusion Detection System
14 12 (0.97%) Mesos
15 9 (0.73%) Oozie
16 6 (0.48%) Ambari
16 6 (0.48%) ZABBIX
Vendors
1 118 (9.52%) Microsoft
2 107 (8.64%) Oracle
3 100 (8.07%) Google
4 61 (4.92%) Splunk
5 34 (2.74%) Tableau
6 23 (1.86%) Databricks
7 22 (1.78%) New Relic
8 20 (1.61%) hybris
8 20 (1.61%) MuleSoft
9 18 (1.45%) Atlassian
10 17 (1.37%) Salesforce.com
11 11 (0.89%) Cloudera
12 10 (0.81%) Hortonworks
12 10 (0.81%) SaltStack
12 10 (0.81%) Talend
13 9 (0.73%) Adobe
13 9 (0.73%) Facebook
13 9 (0.73%) Informatica
13 9 (0.73%) Teradata
14 8 (0.65%) SAP