Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 1 October 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 1 October 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
1 Oct 2020		 Same period 2019 Same period 2018
Rank 109 95 85
Rank change year-on-year -14 -10 +10
Contract jobs citing NoSQL 324 1,006 1,361
As % of all contract jobs advertised in London 2.40% 2.63% 2.99%
As % of the Database & Business Intelligence category 9.56% 10.85% 11.99%
Number of daily rates quoted 229 799 1,095
Median daily rate £569 £550 £550
Median daily rate % change year-on-year +3.43% - +4.76%
10th Percentile £413 £425 £418
90th Percentile £713 £713 £675
England median daily rate £530 £525 £525
% change year-on-year +0.95% - +5.00%
Number of hourly rates quoted 1 1 3
Median hourly rate £35.00 £21.50 £59.84
Median hourly rate % change year-on-year +62.79% -64.07% -
England median hourly rate £35.00 £60.00 £52.42
% change year-on-year -41.67% +14.47% +8.08%

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 3,390 9,276 11,348
As % of all contract IT jobs advertised in London 25.08% 24.23% 24.90%
Number of daily rates quoted 2,282 6,709 8,472
Median daily rate £525 £525 £525
10th Percentile £363 £363 £363
90th Percentile £713 £694 £675
England median daily rate £500 £480 £475
% change year-on-year +4.17% +1.05% +5.56%
Number of hourly rates quoted 42 57 56
Median hourly rate £35.00 £35.00 £27.62
Median hourly rate % change year-on-year - +26.74% +1.68%
10th Percentile £20.04 £15.60 £17.75
90th Percentile £50.22 £53.75 £47.63
Median hourly rate £35.00 £35.00 £30.00
% change year-on-year - +16.67% -1.64%

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 1 October 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 1 October 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 +16 52 £550 - 43
West London +64 17 £628 +19.52% 8
South London +47 4 £588 +34.29% 3
NoSQL
England

For the 6 months to 1 October 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.

1 184 (56.79%) SQL
2 183 (56.48%) Java
3 170 (52.47%) Agile Software Development
4 155 (47.84%) AWS
5 131 (40.43%) Azure
6 128 (39.51%) Microservices
7 127 (39.20%) Finance
8 123 (37.96%) Python
9 112 (34.57%) Kubernetes
10 109 (33.64%) Docker
11 103 (31.79%) Kafka
12 102 (31.48%) MongoDB
13 85 (26.23%) JavaScript
14 81 (25.00%) GCP
15 79 (24.38%) Web Services
16 78 (24.07%) Spring
17 75 (23.15%) Software Engineering
18 69 (21.30%) Git (software)
18 69 (21.30%) DevOps
19 68 (20.99%) Banking
20 67 (20.68%) SQL Server
21 66 (20.37%) TDD
22 64 (19.75%) RESTful
23 63 (19.44%) Linux
23 63 (19.44%) React
24 61 (18.83%) Apache Spark
24 61 (18.83%) AngularJS
25 60 (18.52%) .NET
26 57 (17.59%) SDLC
27 56 (17.28%) C#

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 61 (18.83%) Apache Spark
2 17 (5.25%) Confluence
3 15 (4.63%) Elasticsearch
4 10 (3.09%) JBoss
5 9 (2.78%) Red Hat Fuse
6 7 (2.16%) Apache
6 7 (2.16%) Mule
7 6 (1.85%) SharePoint
8 5 (1.54%) nginx
9 2 (0.62%) Apache Airflow
9 2 (0.62%) IIS
9 2 (0.62%) Jupyter
9 2 (0.62%) Luigi
9 2 (0.62%) Tomcat
10 1 (0.31%) Camunda
10 1 (0.31%) Cloud Foundry
10 1 (0.31%) Drupal
10 1 (0.31%) Oracle Application Server
10 1 (0.31%) Oracle Workflow
10 1 (0.31%) WebLogic
Applications
1 6 (1.85%) Chatbot
2 2 (0.62%) Microsoft Excel
Business Applications
1 4 (1.23%) Temenos T24
2 3 (0.93%) Magento
2 3 (0.93%) Sparx Enterprise Architect
3 2 (0.62%) Shopify
4 1 (0.31%) Dynamics CRM
4 1 (0.31%) FINCAD Analytics
4 1 (0.31%) Oracle BPM
Cloud Services
1 155 (47.84%) AWS
2 131 (40.43%) Azure
3 81 (25.00%) GCP
4 34 (10.49%) Serverless
5 19 (5.86%) AWS Lambda
6 17 (5.25%) OpenShift
7 13 (4.01%) Amazon S3
7 13 (4.01%) PaaS
7 13 (4.01%) Virtual Private Cloud
8 12 (3.70%) Amazon EC2
9 10 (3.09%) Cloud Computing
10 9 (2.78%) Amazon EKS
10 9 (2.78%) AWS Step Functions
11 8 (2.47%) Amazon SQS
12 7 (2.16%) AWS CloudFormation
12 7 (2.16%) SaaS
13 6 (1.85%) Kong
13 6 (1.85%) Power Platform
14 5 (1.54%) Amazon CloudWatch
14 5 (1.54%) GitHub
Communications & Networking
1 26 (8.02%) HTTPS
1 26 (8.02%) SSL
2 8 (2.47%) HTTP
3 7 (2.16%) Firewall
4 6 (1.85%) Internet
4 6 (1.85%) TCP/IP
5 4 (1.23%) BGP
5 4 (1.23%) MPLS
5 4 (1.23%) SNMP
5 4 (1.23%) VPN
6 3 (0.93%) DNS
7 2 (0.62%) AMQP
7 2 (0.62%) DSL
7 2 (0.62%) Kerberos
7 2 (0.62%) RTMP
8 1 (0.31%) LAN
8 1 (0.31%) OpenVPN
8 1 (0.31%) WAN
8 1 (0.31%) Wireless
Database & Business Intelligence
1 102 (31.48%) MongoDB
2 67 (20.68%) SQL Server
3 50 (15.43%) Big Data
4 37 (11.42%) PostgreSQL
4 37 (11.42%) Relational Database
5 34 (10.49%) Apache Cassandra
5 34 (10.49%) Redis
6 31 (9.57%) MySQL
7 26 (8.02%) Hadoop
8 18 (5.56%) Data Warehouse
9 17 (5.25%) RDBMS
10 16 (4.94%) Amazon RDS
11 15 (4.63%) Amazon DynamoDB
12 13 (4.01%) Cosmos DB
12 13 (4.01%) Data Lake
13 9 (2.78%) ArangoDB
14 8 (2.47%) Couchbase
14 8 (2.47%) Oracle Database
15 7 (2.16%) Amazon Redshift
15 7 (2.16%) HBase
Development Applications
1 69 (21.30%) Git (software)
2 46 (14.20%) Jenkins
3 34 (10.49%) Maven
4 31 (9.57%) JIRA
5 30 (9.26%) JUnit
6 18 (5.56%) Artifactory
6 18 (5.56%) Cucumber
7 11 (3.40%) GitLab
7 11 (3.40%) Gradle
8 10 (3.09%) SonarQube
8 10 (3.09%) Subversion
9 9 (2.78%) Atlassian Bamboo
9 9 (2.78%) FishEye
9 9 (2.78%) Hudson
9 9 (2.78%) jMock
10 8 (2.47%) Jasmine
10 8 (2.47%) Karma Test Runner
10 8 (2.47%) Mockito
11 7 (2.16%) Visual Studio Team System
12 6 (1.85%) TeamCity
General
1 127 (39.20%) Finance
2 68 (20.99%) Banking
3 56 (17.28%) Front Office
4 32 (9.88%) Investment Banking
5 7 (2.16%) Games
5 7 (2.16%) Public Sector
6 6 (1.85%) Financial Institution
7 4 (1.23%) Manufacturing
7 4 (1.23%) Marketing
8 3 (0.93%) Electronics
9 2 (0.62%) Advertising
9 2 (0.62%) Billing
9 2 (0.62%) Military
9 2 (0.62%) Retail
10 1 (0.31%) Dutch Language
10 1 (0.31%) French Language
10 1 (0.31%) German Language
10 1 (0.31%) Hebrew Language
10 1 (0.31%) Italian Language
10 1 (0.31%) Mandarin Language
Job Titles
1 186 (57.41%) Developer
2 76 (23.46%) Java Developer
3 37 (11.42%) Python Developer
4 36 (11.11%) Architect
5 33 (10.19%) Senior Developer
6 25 (7.72%) AWS Engineer
6 25 (7.72%) Data Engineer
7 23 (7.10%) AWS Developer
8 19 (5.86%) Full Stack Developer
8 19 (5.86%) Software Engineer
9 18 (5.56%) C# Developer
9 18 (5.56%) Data Architect
10 15 (4.63%) .NET Developer
10 15 (4.63%) Senior Python Developer
11 14 (4.32%) Solutions Architect
12 13 (4.01%) React Developer
12 13 (4.01%) Senior Java Developer
13 12 (3.70%) Developer/Software Engineer
13 12 (3.70%) Java Engineer
14 10 (3.09%) C++ Developer
Libraries, Frameworks & Software Standards
1 103 (31.79%) Kafka
2 79 (24.38%) Web Services
3 78 (24.07%) Spring
4 64 (19.75%) RESTful
5 63 (19.44%) React
6 61 (18.83%) AngularJS
7 60 (18.52%) .NET
8 52 (16.05%) Node.js
9 50 (15.43%) REST
10 35 (10.80%) Spring Boot
11 30 (9.26%) HTML
12 29 (8.95%) .NET Framework
12 29 (8.95%) Guice
13 28 (8.64%) Spring Security
14 27 (8.33%) CSS
15 26 (8.02%) JAAS
16 22 (6.79%) Elastic Stack
17 20 (6.17%) XML
18 19 (5.86%) .NET Core
19 18 (5.56%) GraphQL
Miscellaneous
1 45 (13.89%) Fixed Income
2 37 (11.42%) Derivative
3 33 (10.19%) Equities
4 28 (8.64%) Foreign Exchange (FX)
5 24 (7.41%) Analytical Skills
6 20 (6.17%) Data Structures
6 20 (6.17%) Public Cloud
7 18 (5.56%) Greenfield Project
7 18 (5.56%) User Experience
8 17 (5.25%) Blog
9 12 (3.70%) Linux Command Line
9 12 (3.70%) Market Risk
10 11 (3.40%) Hedge funds
11 10 (3.09%) Equity Derivative
11 10 (3.09%) Virtual Team
12 9 (2.78%) Swaptions
13 8 (2.47%) Cloud Native
14 6 (1.85%) Algorithms
14 6 (1.85%) Robotics
15 5 (1.54%) Mobile App
Operating Systems
1 63 (19.44%) Linux
2 25 (7.72%) Unix
3 17 (5.25%) Windows
4 12 (3.70%) Android
5 11 (3.40%) Apple iOS
6 3 (0.93%) CentOS
6 3 (0.93%) Fedora
7 1 (0.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 170 (52.47%) Agile Software Development
2 128 (39.51%) Microservices
3 75 (23.15%) Software Engineering
4 69 (21.30%) DevOps
5 66 (20.37%) TDD
6 57 (17.59%) SDLC
7 55 (16.98%) Continuous Integration
8 51 (15.74%) Analytics
8 51 (15.74%) Problem-Solving
9 50 (15.43%) Computer Science
10 49 (15.12%) Test Automation
11 48 (14.81%) Continuous Delivery
12 46 (14.20%) OO
13 40 (12.35%) BDD
13 40 (12.35%) Scrum
14 37 (11.42%) Data Science
15 36 (11.11%) Open Source
16 33 (10.19%) Asset Management
17 31 (9.57%) Dependency Injection
18 28 (8.64%) AOP
Programming Languages
1 184 (56.79%) SQL
2 183 (56.48%) Java
3 123 (37.96%) Python
4 85 (26.23%) JavaScript
5 56 (17.28%) C#
6 51 (15.74%) Scala
7 42 (12.96%) Kotlin
8 41 (12.65%) Java 8
9 27 (8.33%) C++
10 19 (5.86%) TypeScript
11 18 (5.56%) Go
11 18 (5.56%) Shell Script
12 16 (4.94%) ES6
13 14 (4.32%) R
14 11 (3.40%) Perl
14 11 (3.40%) PHP
15 8 (2.47%) PL/SQL
16 7 (2.16%) Bash Shell
17 6 (1.85%) T-SQL
18 5 (1.54%) Groovy
Qualifications
1 27 (8.33%) Degree
2 18 (5.56%) Computer Science Degree
3 13 (4.01%) Security Cleared
4 12 (3.70%) Master's Degree
5 9 (2.78%) SC Cleared
6 3 (0.93%) AWS Certification
6 3 (0.93%) DV Cleared
6 3 (0.93%) TOGAF Certification
7 2 (0.62%) BPSS Clearance
7 2 (0.62%) Numerate Degree
Quality Assurance & Compliance
1 10 (3.09%) Data Quality
2 8 (2.47%) QA
3 1 (0.31%) GDPR
3 1 (0.31%) Sarbanes-Oxley
System Software
1 109 (33.64%) Docker
2 4 (1.23%) HDFS
2 4 (1.23%) VMware Infrastructure
3 3 (0.93%) Apache ZooKeeper
3 3 (0.93%) GridGain
4 2 (0.62%) Active Directory Lightweight Directory Services
4 2 (0.62%) Oracle RAC
5 1 (0.31%) Active Directory
5 1 (0.31%) Apache Flume
5 1 (0.31%) iptables
Systems Management
1 112 (34.57%) Kubernetes
2 27 (8.33%) Terraform
3 23 (7.10%) Prometheus
4 20 (6.17%) Zipkin
5 16 (4.94%) Ansible
6 8 (2.47%) Puppet
7 5 (1.54%) Netcool
7 5 (1.54%) Opscode Chef
8 3 (0.93%) Grafana
8 3 (0.93%) linkerd
8 3 (0.93%) Mesos
9 2 (0.62%) Data Guard
9 2 (0.62%) HP ALM
10 1 (0.31%) BladeLogic
10 1 (0.31%) HAProxy
10 1 (0.31%) Istio
10 1 (0.31%) Nagios
10 1 (0.31%) Oozie
10 1 (0.31%) Single Sign-On
10 1 (0.31%) vRealize Orchestrator
Vendors
1 37 (11.42%) Oracle
2 29 (8.95%) Google
3 22 (6.79%) Microsoft
4 18 (5.56%) Murex
5 15 (4.63%) Informatica
6 12 (3.70%) Sybase
7 11 (3.40%) Splunk
7 11 (3.40%) Tableau
8 10 (3.09%) Atlassian
8 10 (3.09%) Databricks
9 5 (1.54%) AppDynamics
9 5 (1.54%) Confluent
9 5 (1.54%) SevOne
9 5 (1.54%) Talend
9 5 (1.54%) VMware
10 4 (1.23%) Alteryx
10 4 (1.23%) Bloomberg
10 4 (1.23%) ForgeRock
10 4 (1.23%) HP
11 3 (0.93%) Sparx