Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 5 December 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 5 December 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
5 Dec 2019		 Same period 2018 Same period 2017
Rank 102 83 83
Rank change year-on-year -19 0 +27
Contract jobs citing NoSQL 858 1,448 1,512
As % of all contract IT jobs advertised in London 2.46% 3.10% 3.19%
As % of the Database & Business Intelligence category 10.32% 12.80% 13.36%
Number of daily rates quoted 618 1,162 1,229
London median daily rate £550 £550 £525
Median daily rate % change year-on-year - +4.76% +5.00%
10th Percentile £419 £425 £410
90th Percentile £725 £700 £641
England median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 2 1 1
London median hourly rate £28.25 £59.84 £90.00
Median hourly rate % change year-on-year -52.79% -33.52% -10.00%
10th Percentile £22.63 £56.73 £85.00
90th Percentile £33.68 £62.94 £95.00
England median hourly rate £28.25 £59.84 £45.00
% change year-on-year -52.79% +32.97% -25.31%

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 8,316 11,310 11,318
As % of all contract IT jobs advertised in London 23.83% 24.21% 23.85%
Number of daily rates quoted 5,993 8,479 8,417
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £363 £350
90th Percentile £700 £675 £663
England median daily rate £475 £475 £463
% change year-on-year - +2.70% +8.82%
Number of hourly rates quoted 59 49 61
London median hourly rate £35.00 £27.50 £26.60
Median hourly rate % change year-on-year +27.27% +3.40% -10.99%
10th Percentile £15.58 £18.65 £18.25
90th Percentile £59.90 £47.55 £58.75
England median hourly rate £32.50 £35.00 £31.31
% change year-on-year -7.14% +11.79% +14.11%

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 5 December 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 5 December 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 5 December 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 -33 173 £525 -4.55% 92
West London +4 25 £525 - 45
South London -13 12 £444 -15.48% 19
East London -34 9 £540 -1.82% 24
North London +14 5 £525 +13.51% 3
NoSQL
England

For the 6 months to 5 December 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.

1 440 (51.28%) SQL
2 411 (47.90%) Agile Software Development
3 358 (41.72%) Java
3 358 (41.72%) Microservices
4 331 (38.58%) AWS
5 309 (36.01%) Python
6 261 (30.42%) Azure
7 239 (27.86%) JavaScript
8 231 (26.92%) TDD
9 217 (25.29%) Finance
10 209 (24.36%) MongoDB
11 203 (23.66%) Docker
12 196 (22.84%) DevOps
13 189 (22.03%) Kubernetes
14 184 (21.45%) Software Engineering
15 178 (20.75%) PostgreSQL
16 177 (20.63%) Kafka
17 166 (19.35%) C#
18 159 (18.53%) Node.js
19 150 (17.48%) React
20 149 (17.37%) Analytics
21 148 (17.25%) REST
22 141 (16.43%) Apache Cassandra
23 134 (15.62%) Banking
24 133 (15.50%) GCP
25 130 (15.15%) Git (software)
26 128 (14.92%) .NET
26 128 (14.92%) Big Data
27 125 (14.57%) Spring
28 124 (14.45%) Web Services

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
1 102 (11.89%) Apache Spark
2 62 (7.23%) Elasticsearch
3 58 (6.76%) Apache
4 27 (3.15%) Confluence
5 18 (2.10%) Tomcat
6 16 (1.86%) JBoss
6 16 (1.86%) Jetty
6 16 (1.86%) nginx
7 15 (1.75%) Apache Airflow
8 14 (1.63%) IIS
9 13 (1.52%) NServiceBus
10 12 (1.40%) SAS
11 10 (1.17%) Luigi
12 4 (0.47%) CMS
12 4 (0.47%) OpenStack
13 3 (0.35%) Oracle SOA Suite
14 2 (0.23%) Apache Pig
14 2 (0.23%) Magnolia
14 2 (0.23%) Mule
14 2 (0.23%) SharePoint
Applications
1 3 (0.35%) Microsoft Excel
1 3 (0.35%) MS Visio
2 2 (0.23%) Microsoft Office
2 2 (0.23%) Microsoft Project
3 1 (0.12%) Weka
Business Applications
1 45 (5.24%) FINCAD Analytics
2 7 (0.82%) Salesforce.com CRM
3 6 (0.70%) SAP Oil and Gas
4 4 (0.47%) Sparx Enterprise Architect
5 3 (0.35%) NetSuite
6 1 (0.12%) BusinessWorks
6 1 (0.12%) Dynamics CRM
Cloud Services
1 331 (38.58%) AWS
2 261 (30.42%) Azure
3 133 (15.50%) GCP
4 72 (8.39%) Serverless
5 54 (6.29%) Amazon S3
5 54 (6.29%) AWS Lambda
6 45 (5.24%) AWS Step Functions
7 30 (3.50%) GitHub
8 27 (3.15%) Cloud Computing
9 23 (2.68%) Amazon SQS
10 21 (2.45%) Amazon ECS
11 20 (2.33%) Power Platform
11 20 (2.33%) SaaS
12 19 (2.21%) Amazon EKS
13 18 (2.10%) Amazon Kinesis
13 18 (2.10%) AWS CloudFormation
14 17 (1.98%) Amazon EC2
15 16 (1.86%) Heroku
15 16 (1.86%) npm
16 14 (1.63%) PaaS
Communications & Networking
1 32 (3.73%) HTTP
2 17 (1.98%) AMQP
3 15 (1.75%) TCP/IP
4 13 (1.52%) Internet
5 8 (0.93%) VPN
6 7 (0.82%) Reverse Proxy
7 5 (0.58%) Firewall
7 5 (0.58%) NetScaler
8 3 (0.35%) SSL
9 2 (0.23%) DHCP
9 2 (0.23%) DNS
9 2 (0.23%) FTP
9 2 (0.23%) HTTPS
9 2 (0.23%) IPsec
9 2 (0.23%) VLAN
10 1 (0.12%) Ethernet
10 1 (0.12%) Kerberos
10 1 (0.12%) Modbus
10 1 (0.12%) MPLS
10 1 (0.12%) WAN
Database & Business Intelligence
1 209 (24.36%) MongoDB
2 178 (20.75%) PostgreSQL
3 141 (16.43%) Apache Cassandra
4 128 (14.92%) Big Data
5 123 (14.34%) Hadoop
6 119 (13.87%) Relational Database
7 100 (11.66%) MySQL
8 97 (11.31%) Amazon DynamoDB
9 79 (9.21%) Redis
10 78 (9.09%) SQL Server
11 73 (8.51%) Amazon Athena
12 61 (7.11%) RDBMS
13 47 (5.48%) Data Lake
14 44 (5.13%) Data Warehouse
14 44 (5.13%) HBase
15 43 (5.01%) Neo4j
16 42 (4.90%) Amazon Aurora
17 37 (4.31%) Couchbase
18 34 (3.96%) Amazon Redshift
19 30 (3.50%) Cosmos DB
Development Applications
1 130 (15.15%) Git (software)
2 105 (12.24%) Jenkins
3 56 (6.53%) Maven
4 53 (6.18%) JUnit
5 51 (5.94%) JIRA
6 47 (5.48%) Gradle
7 35 (4.08%) Mockito
8 27 (3.15%) NUnit
9 25 (2.91%) SpecFlow
10 21 (2.45%) Cucumber
11 20 (2.33%) Atlassian Bamboo
12 18 (2.10%) Jasmine
12 18 (2.10%) webpack
13 16 (1.86%) Selenium
14 15 (1.75%) gulp
14 15 (1.75%) TeamCity
14 15 (1.75%) Vagrant
14 15 (1.75%) Visual Studio
15 14 (1.63%) Team Foundation Server
16 13 (1.52%) GitLab
General
1 217 (25.29%) Finance
2 134 (15.62%) Banking
3 76 (8.86%) Front Office
4 32 (3.73%) Law
5 28 (3.26%) Retail
6 27 (3.15%) Investment Banking
7 21 (2.45%) Legal
8 15 (1.75%) Games
8 15 (1.75%) Marketing
9 12 (1.40%) Public Sector
10 7 (0.82%) Advertising
11 6 (0.70%) Financial Institution
12 3 (0.35%) Pharmaceutical
12 3 (0.35%) Telecoms
13 2 (0.23%) iGaming
13 2 (0.23%) Police
13 2 (0.23%) Prime Brokerage
13 2 (0.23%) Publishing
14 1 (0.12%) Billing
14 1 (0.12%) Electronics
Job Titles
1 490 (57.11%) Developer
2 145 (16.90%) Java Developer
3 116 (13.52%) Senior Developer
4 86 (10.02%) Data Engineer
5 75 (8.74%) Python Developer
6 70 (8.16%) Architect
7 69 (8.04%) .NET Developer
8 60 (6.99%) Full Stack Developer
9 53 (6.18%) AWS Developer
9 53 (6.18%) C# Developer
9 53 (6.18%) Software Engineer
10 52 (6.06%) AWS Engineer
11 48 (5.59%) Senior Java Developer
12 44 (5.13%) NoSQL Developer
13 42 (4.90%) Python Engineer
14 37 (4.31%) React Developer
15 33 (3.85%) C# .NET Developer
15 33 (3.85%) Node.js Developer
16 32 (3.73%) Data Scientist
16 32 (3.73%) Java Engineer
Libraries, Frameworks & Software Standards
1 177 (20.63%) Kafka
2 159 (18.53%) Node.js
3 150 (17.48%) React
4 148 (17.25%) REST
5 128 (14.92%) .NET
6 125 (14.57%) Spring
7 124 (14.45%) Web Services
8 114 (13.29%) RESTful
9 110 (12.82%) HTML
10 103 (12.00%) CSS
11 102 (11.89%) RabbitMQ
12 87 (10.14%) JSON
13 84 (9.79%) AngularJS
14 81 (9.44%) Spring Boot
15 52 (6.06%) Redux
16 51 (5.94%) HTML5
17 49 (5.71%) .NET Framework
18 48 (5.59%) .NET Core
18 48 (5.59%) J2EE
19 45 (5.24%) GraphQL
Miscellaneous
1 75 (8.74%) Derivative
2 74 (8.62%) Greenfield Project
3 66 (7.69%) Algorithms
4 63 (7.34%) Data Structures
5 59 (6.88%) Fixed Income
6 53 (6.18%) Analytical Skills
7 52 (6.06%) Foreign Exchange (FX)
8 51 (5.94%) Hedge funds
9 50 (5.83%) Public Cloud
10 39 (4.55%) User Experience
11 38 (4.43%) Equity Derivative
12 30 (3.50%) Equities
13 21 (2.45%) Market Risk
14 17 (1.98%) Self-Motivation
15 16 (1.86%) Linux Command Line
16 15 (1.75%) Mobile App
17 13 (1.52%) Blog
17 13 (1.52%) Enterprise Software
18 12 (1.40%) Management Information System
18 12 (1.40%) Replication
Operating Systems
1 105 (12.24%) Linux
2 56 (6.53%) Unix
3 43 (5.01%) Windows
4 8 (0.93%) Android
4 8 (0.93%) Apple iOS
5 6 (0.70%) CoreOS
5 6 (0.70%) Ubuntu
6 5 (0.58%) CentOS
7 3 (0.35%) Red Hat Enterprise Linux
8 2 (0.23%) VMS
8 2 (0.23%) Windows Server
9 1 (0.12%) Mac OS
9 1 (0.12%) Oracle Linux
9 1 (0.12%) Solaris
Processes & Methodologies
1 411 (47.90%) Agile Software Development
2 358 (41.72%) Microservices
3 231 (26.92%) TDD
4 196 (22.84%) DevOps
5 184 (21.45%) Software Engineering
6 149 (17.37%) Analytics
7 111 (12.94%) Scrum
8 104 (12.12%) Data Science
9 98 (11.42%) Test Automation
10 94 (10.96%) Data Modelling
11 92 (10.72%) OO
12 91 (10.61%) Continuous Integration
13 90 (10.49%) BDD
14 85 (9.91%) ETL
14 85 (9.91%) Machine Learning
15 77 (8.97%) Computer Science
16 69 (8.04%) Open Source
17 68 (7.93%) Problem-Solving
18 64 (7.46%) Fintech
19 59 (6.88%) Pair Programming
Programming Languages
1 440 (51.28%) SQL
2 358 (41.72%) Java
3 309 (36.01%) Python
4 239 (27.86%) JavaScript
5 166 (19.35%) C#
6 101 (11.77%) Scala
7 70 (8.16%) TypeScript
8 67 (7.81%) C++
9 58 (6.76%) Java 8
10 51 (5.94%) R
11 33 (3.85%) Ruby
12 30 (3.50%) Kotlin
13 26 (3.03%) ES6
13 26 (3.03%) Go
14 24 (2.80%) T-SQL
15 20 (2.33%) Clojure
16 17 (1.98%) C
17 16 (1.86%) F#
18 15 (1.75%) Bash Shell
18 15 (1.75%) Groovy
Qualifications
1 50 (5.83%) Degree
2 14 (1.63%) PhD
3 13 (1.52%) Security Cleared
4 9 (1.05%) Computer Science Degree
5 8 (0.93%) AWS Certification
6 7 (0.82%) Master's Degree
7 6 (0.70%) Numerate Degree
8 5 (0.58%) SC Cleared
9 4 (0.47%) DBS Check
9 4 (0.47%) DV Cleared
10 2 (0.23%) BPSS Clearance
11 1 (0.12%) ISEB
11 1 (0.12%) ISTQB
11 1 (0.12%) PMI Certification
11 1 (0.12%) PRINCE2 Certification
11 1 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 16 (1.86%) QA
2 10 (1.17%) Data Quality
3 9 (1.05%) GDPR
4 5 (0.58%) PSD2
5 1 (0.12%) HL7
5 1 (0.12%) ISO/IEC 20000
5 1 (0.12%) WCAG
System Software
1 203 (23.66%) Docker
2 14 (1.63%) HDFS
3 9 (1.05%) VirtualBox
4 8 (0.93%) VMware Infrastructure
5 6 (0.70%) Active Directory
6 5 (0.58%) Microsoft App-V
6 5 (0.58%) Virtual Desktop
6 5 (0.58%) XenApp
6 5 (0.58%) XenDesktop
7 4 (0.47%) Apache ZooKeeper
8 3 (0.35%) Apache Flume
8 3 (0.35%) Virtual Machines
9 2 (0.23%) Oracle RAC
10 1 (0.12%) Varnish
10 1 (0.12%) Xen
Systems Management
1 189 (22.03%) Kubernetes
2 59 (6.88%) Terraform
3 51 (5.94%) Ansible
4 22 (2.56%) Opscode Chef
5 21 (2.45%) Puppet
6 19 (2.21%) Grafana
7 15 (1.75%) Docker Swarm
8 11 (1.28%) ITRS Geneos
9 9 (1.05%) Kibana
10 8 (0.93%) linkerd
10 8 (0.93%) Marathon
10 8 (0.93%) Mesos
10 8 (0.93%) MIIS
11 7 (0.82%) Cobbler
11 7 (0.82%) Single Sign-On
12 6 (0.70%) Hadoop YARN
12 6 (0.70%) Istio
12 6 (0.70%) Prometheus
13 5 (0.58%) Packer
13 5 (0.58%) Salt
Vendors
1 75 (8.74%) Oracle
2 71 (8.28%) Google
3 63 (7.34%) Microsoft
4 22 (2.56%) Sybase
5 20 (2.33%) Splunk
6 18 (2.10%) IBM
7 15 (1.75%) Informatica
7 15 (1.75%) Talend
8 14 (1.63%) Tableau
9 13 (1.52%) SAP
10 12 (1.40%) Cloudera
11 11 (1.28%) Hortonworks
11 11 (1.28%) Salesforce.com
12 9 (1.05%) Bloomberg
12 9 (1.05%) Datactics
12 9 (1.05%) Palantir
12 9 (1.05%) VMware
13 7 (0.82%) Atlassian
14 5 (0.58%) hybris
14 5 (0.58%) Ivanti