Period
to 15 July 2020

The following table provides summary statistics for contract job vacancies advertised in England 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 15 July 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
UK > England
6 months to
15 Jul 2020
Same period 2019 Same period 2018
Rank 167 122 111
Rank change year-on-year -45 -11 +25
Contract jobs citing NoSQL 575 1,790 2,238
As % of all contract jobs advertised in England 1.62% 2.11% 2.36%
As % of the Database & Business Intelligence category 7.37% 9.43% 10.38%
Number of daily rates quoted 433 1,387 1,726
Median daily rate £525 £525 £513
Median daily rate % change year-on-year - +2.44% +7.89%
10th Percentile £388 £400 £363
90th Percentile £700 £675 £638
UK median daily rate £523 £525 £513
% change year-on-year -0.48% +2.44% +7.89%
Number of hourly rates quoted 4 10 13
Median hourly rate £35.00 £55.00 £45.00
Median hourly rate % change year-on-year -36.36% +22.22% -5.26%
UK median hourly rate £35.00 £55.00 £45.00
% change year-on-year -36.36% +22.22% -2.70%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 7,797 18,976 21,566
As % of all contract IT jobs advertised in England 22.03% 22.37% 22.78%
Number of daily rates quoted 5,189 13,159 15,175
Median daily rate £500 £485 £475
Median daily rate % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £325 £325 £313
90th Percentile £688 £650 £638
UK median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 153 243 223
Median hourly rate £35.00 £35.00 £33.50
Median hourly rate % change year-on-year - +4.48% +8.06%
10th Percentile £15.95 £14.54 £14.06
90th Percentile £54.80 £60.00 £55.00
Median hourly rate £35.00 £35.00 £33.50
% change year-on-year - +4.48% +8.06%

NoSQL
Job Vacancy Trend in England

Job postings citing NoSQL as a proportion of all IT jobs advertised in England.

Job vacancy trend for NoSQL in England

NoSQL
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing NoSQL in England.

Daily rate trend for NoSQL in England

NoSQL
Daily Rate Histogram in England

Daily rate distribution for jobs citing NoSQL in England over the 6 months to 15 July 2020.

Daily rate histogram for NoSQL in England

NoSQL
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing NoSQL in England.

Hourly rate trend for NoSQL in England

NoSQL
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing NoSQL in England over the 6 months to 15 July 2020.

Hourly rate histogram for NoSQL in England

NoSQL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the England region over the 6 months to 15 July 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
London -19 421 £550 - 118
North of England +3 63 £475 - 46
South East -8 33 £413 -13.05% 29
North West +9 30 £450 -2.60% 27
South West +40 20 £425 -8.11% 18
Yorkshire +16 20 £475 -2.81% 7
Midlands +22 18 £427 -3.07% 18
West Midlands +39 14 £452 -3.68% 10
East of England +32 13 £400 -14.67% 12
North East +35 12 £495 +4.21% 12
East Midlands +32 4 £350 -2.78% 7
NoSQL
UK

For the 6 months to 15 July 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 England region with a requirement for NoSQL.

1 330 (57.39%) SQL
2 291 (50.61%) Java
3 271 (47.13%) Agile Software Development
3 271 (47.13%) AWS
4 218 (37.91%) Python
5 197 (34.26%) Azure
6 191 (33.22%) JavaScript
7 189 (32.87%) Docker
8 185 (32.17%) Microservices
9 166 (28.87%) Kubernetes
10 153 (26.61%) MongoDB
11 148 (25.74%) DevOps
12 146 (25.39%) Kafka
12 146 (25.39%) Finance
13 128 (22.26%) GCP
14 125 (21.74%) Git (software)
15 124 (21.57%) Software Engineering
16 122 (21.22%) Big Data
17 121 (21.04%) Continuous Integration
18 117 (20.35%) Web Services
19 113 (19.65%) React
20 111 (19.30%) Linux
20 111 (19.30%) Test Automation
21 109 (18.96%) Apache Spark
22 106 (18.43%) RESTful
22 106 (18.43%) Spring
22 106 (18.43%) .NET
22 106 (18.43%) TDD
23 105 (18.26%) Scala
24 102 (17.74%) Analytics

NoSQL
Co-occurring IT Skills in England 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
1 109 (18.96%) Apache Spark
2 34 (5.91%) Confluence
3 26 (4.52%) Elasticsearch
4 24 (4.17%) Apache
5 15 (2.61%) Tomcat
6 12 (2.09%) WebLogic
7 9 (1.57%) SharePoint
8 7 (1.22%) Apache Airflow
9 6 (1.04%) JBoss
10 4 (0.70%) IIS
10 4 (0.70%) Jupyter
11 3 (0.52%) Apache Pig
11 3 (0.52%) Apache Pulsar
11 3 (0.52%) Jetty
11 3 (0.52%) Mule
11 3 (0.52%) nginx
11 3 (0.52%) Oracle Workflow
11 3 (0.52%) Red Hat Fuse
11 3 (0.52%) SAS
12 2 (0.35%) Cloud Foundry
Applications
1 7 (1.22%) Chatbot
2 1 (0.17%) MS Visio
2 1 (0.17%) Zeplin
Business Applications
1 8 (1.39%) FINCAD Analytics
2 7 (1.22%) Magento
3 5 (0.87%) Dynamics CRM
4 4 (0.70%) Shopify
5 2 (0.35%) SAP Oil and Gas
6 1 (0.17%) Oracle EBS
6 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 271 (47.13%) AWS
2 197 (34.26%) Azure
3 128 (22.26%) GCP
4 66 (11.48%) Serverless
5 50 (8.70%) AWS Lambda
6 42 (7.30%) Amazon S3
7 29 (5.04%) Amazon EC2
8 27 (4.70%) OpenShift
9 26 (4.52%) GitHub
10 25 (4.35%) Amazon CloudWatch
10 25 (4.35%) AWS CloudFormation
11 23 (4.00%) SaaS
12 21 (3.65%) Coveralls
13 20 (3.48%) Virtual Private Cloud
14 18 (3.13%) AWS Step Functions
14 18 (3.13%) PaaS
15 17 (2.96%) Amazon Kinesis
16 14 (2.43%) Amazon SQS
16 14 (2.43%) AWS CloudTrail
17 13 (2.26%) Cloud Computing
Communications & Networking
1 38 (6.61%) HTTP
2 33 (5.74%) SSL
3 30 (5.22%) HTTPS
4 27 (4.70%) DNS
5 8 (1.39%) TCP/IP
6 7 (1.22%) DSL
6 7 (1.22%) Firewall
6 7 (1.22%) Kerberos
6 7 (1.22%) RTMP
7 6 (1.04%) Internet
8 5 (0.87%) AMQP
9 4 (0.70%) VPN
10 3 (0.52%) DHCP
11 2 (0.35%) DOCSIS
11 2 (0.35%) MPLS
11 2 (0.35%) MQTT
11 2 (0.35%) PBX
11 2 (0.35%) SNMP
11 2 (0.35%) VLAN
11 2 (0.35%) VPLS
Database & Business Intelligence
1 153 (26.61%) MongoDB
2 122 (21.22%) Big Data
3 99 (17.22%) Relational Database
4 86 (14.96%) MySQL
5 84 (14.61%) SQL Server
6 77 (13.39%) Apache Cassandra
7 74 (12.87%) PostgreSQL
8 70 (12.17%) Hadoop
9 63 (10.96%) Redis
10 53 (9.22%) Data Warehouse
11 47 (8.17%) RDBMS
12 39 (6.78%) Amazon DynamoDB
12 39 (6.78%) HBase
13 33 (5.74%) Amazon RDS
14 32 (5.57%) Data Lake
15 26 (4.52%) Apache Hive
16 22 (3.83%) Amazon Redshift
17 21 (3.65%) Amazon Athena
18 18 (3.13%) Cosmos DB
19 16 (2.78%) Oracle Database
Development Applications
1 125 (21.74%) Git (software)
2 97 (16.87%) Jenkins
3 53 (9.22%) JUnit
4 50 (8.70%) Maven
5 46 (8.00%) JIRA
6 40 (6.96%) TeamCity
7 35 (6.09%) Gradle
8 28 (4.87%) GitLab
9 27 (4.70%) Cucumber
10 25 (4.35%) SonarQube
11 22 (3.83%) Bitbucket Server
12 21 (3.65%) Artifactory
13 18 (3.13%) Bitbucket
14 16 (2.78%) CircleCI
14 16 (2.78%) Mockito
15 14 (2.43%) Atlassian Bamboo
15 14 (2.43%) Selenium
16 13 (2.26%) Octopus Deploy
17 12 (2.09%) Team Foundation Server
17 12 (2.09%) webpack
General
1 146 (25.39%) Finance
2 68 (11.83%) Banking
3 60 (10.43%) Front Office
4 33 (5.74%) Investment Banking
5 19 (3.30%) Public Sector
6 14 (2.43%) Games
7 12 (2.09%) Retail
8 7 (1.22%) Legal
9 6 (1.04%) Marketing
10 5 (0.87%) Financial Institution
10 5 (0.87%) Manufacturing
11 4 (0.70%) Law
11 4 (0.70%) Pharmaceutical
11 4 (0.70%) Publishing
11 4 (0.70%) Telecoms
12 3 (0.52%) Billing
13 2 (0.35%) Automotive
14 1 (0.17%) Dutch Language
14 1 (0.17%) Electronics
14 1 (0.17%) Mandarin Language
Job Titles
1 277 (48.17%) Developer
2 102 (17.74%) Java Developer
3 73 (12.70%) Data Engineer
4 63 (10.96%) Architect
5 49 (8.52%) AWS Engineer
6 39 (6.78%) .NET Developer
6 39 (6.78%) Senior Developer
7 37 (6.43%) Data Architect
8 35 (6.09%) DevOps Engineer
8 35 (6.09%) Python Developer
9 31 (5.39%) Software Engineer
10 28 (4.87%) Full Stack Developer
11 27 (4.70%) C# Developer
11 27 (4.70%) Python Engineer
12 23 (4.00%) AWS Developer
13 19 (3.30%) Big Data Engineer
14 18 (3.13%) Cloud Engineer
15 15 (2.61%) Senior Java Developer
16 13 (2.26%) Senior DevOps
16 13 (2.26%) Solutions Architect
Libraries, Frameworks & Software Standards
1 146 (25.39%) Kafka
2 117 (20.35%) Web Services
3 113 (19.65%) React
4 106 (18.43%) .NET
4 106 (18.43%) RESTful
4 106 (18.43%) Spring
5 100 (17.39%) Node.js
6 98 (17.04%) AngularJS
7 76 (13.22%) HTML
8 73 (12.70%) REST
9 71 (12.35%) CSS
10 59 (10.26%) Spring Boot
11 49 (8.52%) XML
12 39 (6.78%) JSON
13 32 (5.57%) .NET Framework
14 31 (5.39%) Django
15 30 (5.22%) ASP.NET
16 28 (4.87%) Spring Security
17 27 (4.70%) Guice
17 27 (4.70%) JAAS
Miscellaneous
1 63 (10.96%) Analytical Skills
2 40 (6.96%) Fixed Income
3 38 (6.61%) User Experience
4 33 (5.74%) Derivative
5 32 (5.57%) Data Structures
6 29 (5.04%) Foreign Exchange (FX)
7 26 (4.52%) Greenfield Project
8 24 (4.17%) Algorithms
9 22 (3.83%) Cloud Native
9 22 (3.83%) Equities
9 22 (3.83%) Hedge funds
10 21 (3.65%) Blog
11 20 (3.48%) Equity Derivative
12 18 (3.13%) Mobile App
12 18 (3.13%) Public Cloud
13 14 (2.43%) Virtual Team
14 12 (2.09%) Self-Motivation
15 11 (1.91%) Private Cloud
16 10 (1.74%) Linux Command Line
17 9 (1.57%) Data Centre
Operating Systems
1 111 (19.30%) Linux
2 62 (10.78%) Unix
3 50 (8.70%) Windows
4 14 (2.43%) Android
4 14 (2.43%) Apple iOS
5 10 (1.74%) Red Hat Enterprise Linux
6 8 (1.39%) Ubuntu
7 6 (1.04%) Solaris
8 5 (0.87%) Oracle Linux
9 3 (0.52%) Windows Server
10 2 (0.35%) CentOS
10 2 (0.35%) Mac OS
11 1 (0.17%) CoreOS
11 1 (0.17%) DC/OS
11 1 (0.17%) Mac OS X
Processes & Methodologies
1 271 (47.13%) Agile Software Development
2 185 (32.17%) Microservices
3 148 (25.74%) DevOps
4 124 (21.57%) Software Engineering
5 121 (21.04%) Continuous Integration
6 111 (19.30%) Test Automation
7 106 (18.43%) TDD
8 102 (17.74%) Analytics
9 83 (14.43%) Scrum
10 73 (12.70%) SDLC
11 65 (11.30%) ETL
11 65 (11.30%) Machine Learning
12 63 (10.96%) Data Modelling
13 61 (10.61%) Continuous Delivery
14 60 (10.43%) Data Science
15 59 (10.26%) Open Source
15 59 (10.26%) Problem-Solving
16 56 (9.74%) Business Intelligence
16 56 (9.74%) Migration
17 51 (8.87%) Computer Science
Programming Languages
1 330 (57.39%) SQL
2 291 (50.61%) Java
3 218 (37.91%) Python
4 191 (33.22%) JavaScript
5 105 (18.26%) Scala
6 97 (16.87%) C#
7 46 (8.00%) Java 8
8 44 (7.65%) Kotlin
9 41 (7.13%) Bash Shell
10 34 (5.91%) C++
10 34 (5.91%) TypeScript
11 33 (5.74%) Go
12 30 (5.22%) Ruby
13 23 (4.00%) ES6
14 21 (3.65%) R
15 19 (3.30%) Groovy
16 17 (2.96%) Shell Script
17 16 (2.78%) PowerShell
17 16 (2.78%) T-SQL
18 13 (2.26%) PHP
Qualifications
1 35 (6.09%) Degree
2 24 (4.17%) Security Cleared
3 19 (3.30%) SC Cleared
4 13 (2.26%) Computer Science Degree
5 4 (0.70%) Master's Degree
6 3 (0.52%) BPSS Clearance
6 3 (0.52%) ISTQB
6 3 (0.52%) ISTQB Foundation Certification
6 3 (0.52%) TOGAF Certification
7 2 (0.35%) CCNA
7 2 (0.35%) CCNP
7 2 (0.35%) Cisco Certification
7 2 (0.35%) DV Cleared
7 2 (0.35%) Microsoft Certification
7 2 (0.35%) Numerate Degree
8 1 (0.17%) AWS Certification
8 1 (0.17%) DBS Check
Quality Assurance & Compliance
1 37 (6.43%) QA
2 19 (3.30%) Data Quality
3 5 (0.87%) ISO/IEC 20000
4 3 (0.52%) GDPR
5 1 (0.17%) HL7
5 1 (0.17%) Sarbanes-Oxley
5 1 (0.17%) WCAG
System Software
1 189 (32.87%) Docker
2 13 (2.26%) HDFS
3 12 (2.09%) Oracle RAC
4 7 (1.22%) Apache Flume
5 6 (1.04%) Active Directory
6 5 (0.87%) VMware Infrastructure
7 3 (0.52%) GridGain
8 1 (0.17%) Virtual Servers
8 1 (0.17%) VMware ESXi
Systems Management
1 166 (28.87%) Kubernetes
2 65 (11.30%) Terraform
3 29 (5.04%) Prometheus
3 29 (5.04%) Puppet
4 28 (4.87%) Ansible
5 25 (4.35%) Opscode Chef
6 20 (3.48%) Zipkin
7 12 (2.09%) Data Guard
7 12 (2.09%) Grafana
8 8 (1.39%) Kibana
8 8 (1.39%) Oracle RMAN
9 7 (1.22%) Packer
10 5 (0.87%) logstash
11 4 (0.70%) Enterprise Manager Cloud Control
11 4 (0.70%) linkerd
12 3 (0.52%) HP ALM
12 3 (0.52%) Istio
12 3 (0.52%) Mesos
12 3 (0.52%) Oracle Flashback
12 3 (0.52%) Rancher
Vendors
1 68 (11.83%) Oracle
2 60 (10.43%) Google
3 47 (8.17%) Microsoft
4 29 (5.04%) Informatica
5 25 (4.35%) Tableau
6 18 (3.13%) Sybase
7 17 (2.96%) Splunk
8 15 (2.61%) Talend
9 13 (2.26%) Cloudera
10 12 (2.09%) HP
11 11 (1.91%) SAP
12 10 (1.74%) Alteryx
12 10 (1.74%) Xamarin
13 6 (1.04%) Atlassian
13 6 (1.04%) Databricks
13 6 (1.04%) MapR
13 6 (1.04%) Red Hat
14 5 (0.87%) IBM
14 5 (0.87%) VMware
14 5 (0.87%) Zscaler