Period
to 3 April 2020

The following table provides summary statistics for contract job vacancies advertised in the City of 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 3 April 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
Central London > City of London
6 months to
3 Apr 2020
Same period 2019 Same period 2018
Rank 87 71 93
Rank change year-on-year -16 +22 -9
Contract jobs citing NoSQL 94 233 197
As % of all contract jobs advertised in the City of London 2.25% 3.45% 2.78%
As % of the Database & Business Intelligence category 9.61% 13.47% 11.19%
Number of daily rates quoted 75 193 169
Median daily rate £510 £563 £525
Median daily rate % change year-on-year -9.33% +7.14% -
10th Percentile £411 £413 £397
90th Percentile £650 £688 £650
Central London median daily rate £510 £550 £525
% change year-on-year -7.27% +4.76% -
Number of hourly rates quoted 2 0 0
Median hourly rate £35.00 - -
Central London median hourly rate £35.00 - -

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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Contract vacancies with a requirement for database or business intelligence skills 978 1,730 1,761
As % of all contract IT jobs advertised in the City of London 23.45% 25.58% 24.81%
Number of daily rates quoted 735 1,376 1,479
Median daily rate £510 £538 £525
Median daily rate % change year-on-year -5.12% +2.38% +5.00%
10th Percentile £363 £403 £363
90th Percentile £675 £675 £688
Central London median daily rate £500 £525 £513
% change year-on-year -4.76% +2.44% +7.89%
Number of hourly rates quoted 6 6 9
Median hourly rate £35.00 £35.00 £22.50
Median hourly rate % change year-on-year - +55.56% +0.74%
10th Percentile £24.50 £27.38 £20.06
90th Percentile £37.13 £56.50 £38.41
Median hourly rate £35.00 £28.75 £27.50
% change year-on-year +21.74% +4.55% +23.13%

NoSQL
Job Vacancy Trend in the City of London

Job postings citing NoSQL as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for NoSQL in the City of London

NoSQL
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing NoSQL in the City of London.

Daily rate trend for NoSQL in the City of London

NoSQL
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing NoSQL in the City of London over the 6 months to 3 April 2020.

Daily rate histogram for NoSQL in the City of London

NoSQL
Contract Job Locations in the City of 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 City of London region over the 6 months to 3 April 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
Moorgate +15 2 £625 -
NoSQL
Central London

For the 6 months to 3 April 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 City of London region with a requirement for NoSQL.

1 48 (51.06%) SQL
2 47 (50.00%) Java
3 43 (45.74%) Agile Software Development
4 33 (35.11%) Python
5 31 (32.98%) DevOps
6 22 (23.40%) Kafka
6 22 (23.40%) Microservices
6 22 (23.40%) JavaScript
6 22 (23.40%) AWS
7 21 (22.34%) Web Services
8 19 (20.21%) Kubernetes
9 18 (19.15%) Jenkins
9 18 (19.15%) Finance
9 18 (19.15%) Spring
9 18 (19.15%) Big Data
10 17 (18.09%) Data Modelling
10 17 (18.09%) Docker
11 16 (17.02%) Azure
12 15 (15.96%) RESTful
12 15 (15.96%) Scala
12 15 (15.96%) MongoDB
12 15 (15.96%) REST
12 15 (15.96%) ETL
12 15 (15.96%) Analytical Skills
12 15 (15.96%) GCP
13 14 (14.89%) Linux
13 14 (14.89%) TDD
13 14 (14.89%) Hadoop
13 14 (14.89%) Software Engineering
13 14 (14.89%) Git (software)

NoSQL
Co-occurring IT Skills in the City of 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 11 (11.70%) Apache Spark
2 6 (6.38%) Elasticsearch
3 4 (4.26%) Apache Airflow
4 3 (3.19%) Luigi
5 2 (2.13%) Apache
5 2 (2.13%) Confluence
6 1 (1.06%) Apache Pig
6 1 (1.06%) CMS
6 1 (1.06%) JBoss
6 1 (1.06%) nginx
6 1 (1.06%) Oracle Workflow
6 1 (1.06%) SugarCRM
6 1 (1.06%) Tomcat
6 1 (1.06%) WebLogic
Business Applications
1 1 (1.06%) FINCAD Analytics
1 1 (1.06%) Magento
1 1 (1.06%) Salesforce.com CRM
1 1 (1.06%) SAP Oil and Gas
1 1 (1.06%) Shopify
1 1 (1.06%) Sparx Enterprise Architect
Cloud Services
1 22 (23.40%) AWS
2 16 (17.02%) Azure
3 15 (15.96%) GCP
4 6 (6.38%) Serverless
5 5 (5.32%) SaaS
6 4 (4.26%) Azure Data Factory
6 4 (4.26%) Azure Machine Learning
6 4 (4.26%) Azure Stack
7 3 (3.19%) Amazon Kinesis
7 3 (3.19%) Amazon S3
8 2 (2.13%) Amazon CloudWatch
8 2 (2.13%) Amazon EKS
8 2 (2.13%) OpenShift
8 2 (2.13%) Power Platform
9 1 (1.06%) Amazon EMR
9 1 (1.06%) AWS CloudFormation
9 1 (1.06%) AWS Lambda
9 1 (1.06%) AWS Step Functions
9 1 (1.06%) GitHub
9 1 (1.06%) Salesforce Sales Cloud
Communications & Networking
1 6 (6.38%) Firewall
2 3 (3.19%) DSL
3 2 (2.13%) AMQP
3 2 (2.13%) HTTPS
3 2 (2.13%) SSL
3 2 (2.13%) TCP/IP
4 1 (1.06%) DHCP
4 1 (1.06%) DNS
4 1 (1.06%) DOCSIS
4 1 (1.06%) HTTP
4 1 (1.06%) MQTT
4 1 (1.06%) SNMP
Database & Business Intelligence
1 18 (19.15%) Big Data
2 15 (15.96%) MongoDB
3 14 (14.89%) Hadoop
4 13 (13.83%) Apache Cassandra
4 13 (13.83%) Data Warehouse
5 8 (8.51%) Data Lake
5 8 (8.51%) MySQL
6 7 (7.45%) PostgreSQL
6 7 (7.45%) Relational Database
6 7 (7.45%) SQL Server
7 6 (6.38%) Redis
8 5 (5.32%) HBase
9 3 (3.19%) Azkaban
9 3 (3.19%) Flink
9 3 (3.19%) RDBMS
10 2 (2.13%) Amazon DynamoDB
10 2 (2.13%) Oracle Database
10 2 (2.13%) Oracle Database 12c
10 2 (2.13%) Power BI
10 2 (2.13%) Presto
Development Applications
1 18 (19.15%) Jenkins
2 14 (14.89%) Git (software)
3 8 (8.51%) Maven
4 7 (7.45%) JUnit
5 6 (6.38%) CircleCI
6 5 (5.32%) JIRA
7 4 (4.26%) TeamCity
8 3 (3.19%) Atlassian Bamboo
8 3 (3.19%) Mockito
8 3 (3.19%) TestNG
9 2 (2.13%) Cucumber
9 2 (2.13%) GitLab
9 2 (2.13%) Gradle
9 2 (2.13%) Postman
9 2 (2.13%) Team Foundation Server
9 2 (2.13%) Travis CI
9 2 (2.13%) Visual Studio
10 1 (1.06%) Artifactory
10 1 (1.06%) PowerDesigner
10 1 (1.06%) REST Assured
General
1 18 (19.15%) Finance
2 10 (10.64%) Banking
3 4 (4.26%) Front Office
4 3 (3.19%) Marketing
5 2 (2.13%) Investment Banking
5 2 (2.13%) Legal
6 1 (1.06%) Billing
6 1 (1.06%) Financial Institution
6 1 (1.06%) Games
6 1 (1.06%) Public Sector
6 1 (1.06%) Publishing
6 1 (1.06%) Retail
Job Titles
1 38 (40.43%) Developer
2 17 (18.09%) Java Developer
3 13 (13.83%) Architect
4 12 (12.77%) Data Engineer
4 12 (12.77%) Senior Developer
5 11 (11.70%) Data Architect
6 7 (7.45%) Platform Engineer
7 6 (6.38%) Full Stack Developer
7 6 (6.38%) Node.js Developer
8 5 (5.32%) Python Engineer
8 5 (5.32%) Senior Java Developer
9 4 (4.26%) Azure Engineer
9 4 (4.26%) Data Modeller
9 4 (4.26%) DevOps Engineer
9 4 (4.26%) Software Engineer
10 3 (3.19%) Analyst
10 3 (3.19%) AWS Developer
10 3 (3.19%) AWS Engineer
10 3 (3.19%) JavaScript Developer
10 3 (3.19%) Python Developer
Libraries, Frameworks & Software Standards
1 22 (23.40%) Kafka
2 21 (22.34%) Web Services
3 18 (19.15%) Spring
4 15 (15.96%) REST
4 15 (15.96%) RESTful
5 13 (13.83%) Node.js
5 13 (13.83%) React
5 13 (13.83%) Spring Boot
6 11 (11.70%) XML
7 9 (9.57%) .NET
8 7 (7.45%) AngularJS
8 7 (7.45%) HTML
8 7 (7.45%) JSON
8 7 (7.45%) XML Schema
9 5 (5.32%) CSS
9 5 (5.32%) Elastic Stack
10 4 (4.26%) .NET Framework
10 4 (4.26%) HTML5
11 3 (3.19%) NumPy
11 3 (3.19%) RabbitMQ
Miscellaneous
1 15 (15.96%) Analytical Skills
2 12 (12.77%) Data Structures
3 9 (9.57%) Greenfield Project
4 4 (4.26%) Algorithms
5 2 (2.13%) Data Centre
5 2 (2.13%) Enterprise Software
5 2 (2.13%) iPad
5 2 (2.13%) Mobile App
6 1 (1.06%) Client/Server
6 1 (1.06%) Clustering
6 1 (1.06%) Derivative
6 1 (1.06%) e-Learning
6 1 (1.06%) Fixed Income
6 1 (1.06%) Foreign Exchange (FX)
6 1 (1.06%) Grid Computing
6 1 (1.06%) Hedge funds
6 1 (1.06%) Management Information System
6 1 (1.06%) PMI
6 1 (1.06%) Replication
6 1 (1.06%) W3C
Operating Systems
1 14 (14.89%) Linux
2 5 (5.32%) Unix
3 3 (3.19%) Windows
4 1 (1.06%) Android
4 1 (1.06%) Apple iOS
4 1 (1.06%) Oracle Linux
4 1 (1.06%) Red Hat Enterprise Linux
4 1 (1.06%) Solaris
4 1 (1.06%) Ubuntu
Processes & Methodologies
1 43 (45.74%) Agile Software Development
2 31 (32.98%) DevOps
3 22 (23.40%) Microservices
4 17 (18.09%) Data Modelling
5 15 (15.96%) ETL
6 14 (14.89%) Software Engineering
6 14 (14.89%) TDD
7 13 (13.83%) Data Architecture
7 13 (13.83%) Scrum
8 12 (12.77%) Business Intelligence
9 11 (11.70%) Analytics
9 11 (11.70%) Continuous Integration
10 10 (10.64%) Computer Science
10 10 (10.64%) Continuous Delivery
11 9 (9.57%) Data Science
11 9 (9.57%) UML
12 8 (8.51%) OO
12 8 (8.51%) SDLC
13 7 (7.45%) Data Transformation
13 7 (7.45%) Machine Learning
Programming Languages
1 48 (51.06%) SQL
2 47 (50.00%) Java
3 33 (35.11%) Python
4 22 (23.40%) JavaScript
5 15 (15.96%) Scala
6 10 (10.64%) Groovy
6 10 (10.64%) Java 8
7 9 (9.57%) Go
7 9 (9.57%) Ruby
8 8 (8.51%) C#
9 6 (6.38%) C++
10 4 (4.26%) AWK
10 4 (4.26%) T-SQL
11 3 (3.19%) sed
12 2 (2.13%) Kotlin
12 2 (2.13%) R
12 2 (2.13%) TypeScript
13 1 (1.06%) Perl
13 1 (1.06%) PHP
13 1 (1.06%) PL/SQL
Qualifications
1 9 (9.57%) Degree
2 3 (3.19%) SC Cleared
2 3 (3.19%) Security Cleared
3 2 (2.13%) Computer Science Degree
4 1 (1.06%) Numerate Degree
4 1 (1.06%) PMI Certification
4 1 (1.06%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (5.32%) QA
2 4 (4.26%) GDPR
3 2 (2.13%) Data Quality
4 1 (1.06%) ISO/IEC 20000
System Software
1 17 (18.09%) Docker
2 3 (3.19%) Apache Flume
2 3 (3.19%) HDFS
3 2 (2.13%) Oracle RAC
Systems Management
1 19 (20.21%) Kubernetes
2 11 (11.70%) Terraform
3 7 (7.45%) Ansible
4 3 (3.19%) Kibana
4 3 (3.19%) logstash
4 3 (3.19%) Puppet
5 2 (2.13%) Data Guard
6 1 (1.06%) Galera Cluster
6 1 (1.06%) ITRS Geneos
6 1 (1.06%) Opscode Chef
6 1 (1.06%) Oracle Enterprise Manager
6 1 (1.06%) Oracle RMAN
6 1 (1.06%) Prometheus
6 1 (1.06%) Single Sign-On
6 1 (1.06%) Zipkin
Vendors
1 8 (8.51%) Informatica
2 7 (7.45%) Alteryx
2 7 (7.45%) Oracle
3 4 (4.26%) Cadence
3 4 (4.26%) Microsoft
3 4 (4.26%) Splunk
4 3 (3.19%) Google
5 2 (2.13%) Netezza
5 2 (2.13%) New Relic
5 2 (2.13%) Salesforce.com
5 2 (2.13%) SAP
5 2 (2.13%) Sybase
5 2 (2.13%) Teradata
6 1 (1.06%) Bloomberg
6 1 (1.06%) HP
6 1 (1.06%) Nokia
6 1 (1.06%) Okta
6 1 (1.06%) Red Hat
6 1 (1.06%) Sparx
6 1 (1.06%) Zuora