Period
to 18 September 2021

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 18 September 2021 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 > Yorkshire
6 months to
18 Sep 2021
Same period 2020 Same period 2019
Rank 109 78 130
Rank change year-on-year -31 +52 -54
Contract jobs citing NoSQL 22 10 44
As % of all contract jobs advertised in Yorkshire 0.84% 0.96% 1.09%
As % of the Database & Business Intelligence category 5.61% 5.38% 5.67%
Number of daily rates quoted 14 5 35
10th Percentile £300 £375 £425
25th Percentile £347 £413 £463
Median daily rate (50th Percentile) £510 £475 £488
Median % change year-on-year +7.37% -2.56% +8.33%
75th Percentile £597 £563 £538
90th Percentile £738 £593 £575
England median daily rate £600 £540 £538
% change year-on-year +11.11% +0.47% +2.38%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 392 186 776
As % of all contract IT jobs advertised in Yorkshire 14.95% 17.82% 19.20%
Number of daily rates quoted 287 118 540
10th Percentile £315 £299 £305
25th Percentile £400 £341 £363
Median daily rate (50th Percentile) £450 £425 £425
Median % change year-on-year +5.88% - +3.03%
75th Percentile £561 £538 £525
90th Percentile £663 £550 £575
England median daily rate £525 £500 £480
% change year-on-year +5.00% +4.17% +1.05%
Number of hourly rates quoted 10 13 15
10th Percentile £11.30 " £14.32
25th Percentile £13.77 £12.63 £15.45
Median hourly rate £24.50 £18.00 £20.86
Median % change year-on-year +36.11% -13.69% +20.90%
75th Percentile £26.69 £24.50 £25.24
90th Percentile £28.75 £25.71 £28.73
England median hourly rate £29.63 £25.05 £30.00
% change year-on-year +18.29% -16.52% +8.19%

NoSQL
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for NoSQL in Yorkshire

NoSQL
Contractor Daily Rate Trend in Yorkshire

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

Daily rate trend for NoSQL in Yorkshire

NoSQL
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing NoSQL in Yorkshire over the 6 months to 18 September 2021.

Daily rate histogram for NoSQL in Yorkshire

NoSQL
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Yorkshire region over the 6 months to 18 September 2021. 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
West Yorkshire -32 19 £575 +27.78% 17
South Yorkshire -12 2 £300 -42.86% 4
East Yorkshire - 1 £288 -
NoSQL
England

For the 6 months to 18 September 2021, 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 Yorkshire region with a requirement for NoSQL.

1 12 (54.55%) SQL
2 10 (45.45%) DevOps
3 8 (36.36%) MongoDB
3 8 (36.36%) Agile Software Development
3 8 (36.36%) Java
3 8 (36.36%) Python
4 7 (31.82%) Microservices
4 7 (31.82%) Data Pipeline
5 6 (27.27%) Public Cloud
5 6 (27.27%) Data Engineering
5 6 (27.27%) Relational Database
5 6 (27.27%) Analytics
5 6 (27.27%) Data Modelling
5 6 (27.27%) RDBMS
6 5 (22.73%) C#
6 5 (22.73%) Oracle
6 5 (22.73%) Big Data
6 5 (22.73%) Git (software)
6 5 (22.73%) Visualisation
6 5 (22.73%) Azure
6 5 (22.73%) AWS
6 5 (22.73%) Data Architecture
6 5 (22.73%) Kubernetes
6 5 (22.73%) Social Skills
7 4 (18.18%) BigQuery
7 4 (18.18%) GCP
7 4 (18.18%) Scaled Agile Framework
7 4 (18.18%) Continuous Integration
7 4 (18.18%) Test Automation
7 4 (18.18%) iPad

NoSQL
Co-occurring IT Skills in Yorkshire 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 4 (18.18%) Apache Spark
2 3 (13.64%) Apache Airflow
2 3 (13.64%) Apache Pulsar
3 2 (9.09%) NetWeaver
4 1 (4.55%) Apache
4 1 (4.55%) Cloud Foundry
4 1 (4.55%) Confluence
4 1 (4.55%) Elasticsearch
4 1 (4.55%) Mule
4 1 (4.55%) nginx
Applications
1 2 (9.09%) Microsoft Excel
Cloud Services
1 5 (22.73%) AWS
1 5 (22.73%) Azure
2 4 (18.18%) GCP
2 4 (18.18%) GitHub
3 3 (13.64%) Collibra
3 3 (13.64%) Serverless
4 2 (9.09%) Power Platform
5 1 (4.55%) Amazon EKS
5 1 (4.55%) IaaS
5 1 (4.55%) PaaS
5 1 (4.55%) Slack
Communications & Networking
1 1 (4.55%) AMQP
Database & Business Intelligence
1 8 (36.36%) MongoDB
2 6 (27.27%) RDBMS
2 6 (27.27%) Relational Database
3 5 (22.73%) Big Data
4 4 (18.18%) BigQuery
4 4 (18.18%) Hadoop
4 4 (18.18%) HBase
5 3 (13.64%) Amazon Athena
5 3 (13.64%) Amazon DynamoDB
5 3 (13.64%) Apache Cassandra
5 3 (13.64%) Bigtable
5 3 (13.64%) Data Warehouse
5 3 (13.64%) Flink
5 3 (13.64%) Impala
5 3 (13.64%) Metadata
5 3 (13.64%) OLAP
5 3 (13.64%) OLAP Cube
5 3 (13.64%) Oracle Database
5 3 (13.64%) Presto
5 3 (13.64%) Sqoop
Development Applications
1 5 (22.73%) Git (software)
2 4 (18.18%) Jenkins
3 3 (13.64%) Postman
4 2 (9.09%) SQL Server Management Studio (SSMS)
4 2 (9.09%) Visual Studio
5 1 (4.55%) IntelliJ
5 1 (4.55%) JIRA
5 1 (4.55%) JUnit
5 1 (4.55%) Maven
5 1 (4.55%) Mockito
5 1 (4.55%) Selenium
5 1 (4.55%) SonarQube
5 1 (4.55%) Sonatype Nexus
General
1 5 (22.73%) Social Skills
2 3 (13.64%) Finance
2 3 (13.64%) Military
2 3 (13.64%) Police
2 3 (13.64%) Public Sector
3 2 (9.09%) Banking
4 1 (4.55%) Marketing
Job Titles
1 10 (45.45%) Architect
2 7 (31.82%) Data Architect
3 6 (27.27%) Developer
4 3 (13.64%) Big Data Architect
4 3 (13.64%) Front End Developer (Client-Side Developer)
4 3 (13.64%) Solutions Architect
5 2 (9.09%) Analyst
5 2 (9.09%) Cloud Architect
5 2 (9.09%) Data Analyst
5 2 (9.09%) Data Engineer
5 2 (9.09%) Excel Analyst
5 2 (9.09%) HTML CSS Developer
5 2 (9.09%) HTML Developer
5 2 (9.09%) JavaScript Developer
6 1 (4.55%) AWS Architect
6 1 (4.55%) Hadoop Architect
6 1 (4.55%) Integration Developer
6 1 (4.55%) MongoDB Developer
6 1 (4.55%) NoSQL Developer
6 1 (4.55%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 4 (18.18%) JSON
1 4 (18.18%) Kafka
1 4 (18.18%) Node.js
2 3 (13.64%) .NET
2 3 (13.64%) Apache NiFi
2 3 (13.64%) CSS
2 3 (13.64%) HTML
2 3 (13.64%) PySpark
2 3 (13.64%) RESTful
2 3 (13.64%) Web Services
3 2 (9.09%) Spring
3 2 (9.09%) Spring Boot
4 1 (4.55%) ActiveMQ
4 1 (4.55%) JMS
4 1 (4.55%) Laravel
4 1 (4.55%) RabbitMQ
4 1 (4.55%) REST
4 1 (4.55%) Spark Streaming
4 1 (4.55%) Symfony
4 1 (4.55%) WireMock
Miscellaneous
1 6 (27.27%) Public Cloud
2 4 (18.18%) iPad
3 3 (13.64%) Management Information System
3 3 (13.64%) Private Cloud
4 2 (9.09%) NHS
Operating Systems
1 1 (4.55%) Linux
Processes & Methodologies
1 10 (45.45%) DevOps
2 8 (36.36%) Agile Software Development
3 7 (31.82%) Data Pipeline
3 7 (31.82%) Microservices
4 6 (27.27%) Analytics
4 6 (27.27%) Data Engineering
4 6 (27.27%) Data Modelling
5 5 (22.73%) Data Architecture
5 5 (22.73%) Visualisation
6 4 (18.18%) Continuous Integration
6 4 (18.18%) E-Commerce
6 4 (18.18%) Scaled Agile Framework
6 4 (18.18%) Scrum
6 4 (18.18%) Test Automation
7 3 (13.64%) Data Ingestion
7 3 (13.64%) Front End Development
7 3 (13.64%) Problem-Solving
7 3 (13.64%) SDLC
7 3 (13.64%) Technical Leadership
7 3 (13.64%) Technology Roadmap
Programming Languages
1 12 (54.55%) SQL
2 8 (36.36%) Java
2 8 (36.36%) Python
3 5 (22.73%) C#
4 4 (18.18%) JavaScript
4 4 (18.18%) Scala
5 3 (13.64%) Go
5 3 (13.64%) Ruby
6 2 (9.09%) T-SQL
7 1 (4.55%) Java 8
7 1 (4.55%) PHP
Qualifications
1 2 (9.09%) SC Cleared
1 2 (9.09%) Security Cleared
1 2 (9.09%) TOGAF Certification
Quality Assurance & Compliance
1 3 (13.64%) Accessibility
1 3 (13.64%) QA
1 3 (13.64%) WCAG
System Software
1 3 (13.64%) Apache Flume
2 1 (4.55%) Virtual Machines
Systems Management
1 5 (22.73%) Kubernetes
2 3 (13.64%) Oozie
3 1 (4.55%) Opscode Chef
3 1 (4.55%) Puppet
Vendors
1 5 (22.73%) Oracle
2 3 (13.64%) Cloudera
3 2 (9.09%) Microsoft
3 2 (9.09%) SAP
4 1 (4.55%) AppDynamics
4 1 (4.55%) Confluent
4 1 (4.55%) Google
4 1 (4.55%) IBM
4 1 (4.55%) Splunk