Period
to 14 December 2018

The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 14 December 2018 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
North West > Cheshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 81 82 71
Rank change year-on-year +1 -11 +21
Contract jobs citing NoSQL 13 9 25
As % of all contract IT jobs advertised in Cheshire 1.05% 0.68% 1.82%
As % of the Database & Business Intelligence category 4.83% 3.02% 7.35%
Number of daily rates quoted 6 9 19
Cheshire median daily rate £500 £475 £425
Median daily rate % change year-on-year +5.26% +11.76% -5.56%
10th Percentile £344 £381 £363
90th Percentile £555 £525 £670
North West median daily rate £363 £425 £425
% change year-on-year -14.71% - -10.53%
Number of hourly rates quoted 0 0 0
Cheshire median hourly rate - - -
North West median hourly rate - £50.00 -

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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Contract vacancies with a requirement for database or business intelligence skills 269 298 340
As % of all contract IT jobs advertised in Cheshire 21.66% 22.52% 24.82%
Number of daily rates quoted 170 222 251
Cheshire median daily rate £395 £450 £375
Median daily rate % change year-on-year -12.22% +20.00% -6.25%
10th Percentile £280 £275 £263
90th Percentile £538 £625 £600
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 5 7 6
Cheshire median hourly rate £43.00 £24.00 £17.93
Median hourly rate % change year-on-year +79.17% +33.85% -28.99%
10th Percentile £11.90 £9.00 £13.34
90th Percentile £47.50 £27.00 £36.25
North West median hourly rate £35.00 £42.75 £32.26
% change year-on-year -18.13% +32.51% -19.34%

NoSQL
Job Vacancy Trend in Cheshire

Job postings citing NoSQL as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for NoSQL in Cheshire

NoSQL
Contractor Daily Rate Trend in Cheshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing NoSQL in Cheshire.

Contractor daily rate trend for NoSQL in Cheshire

NoSQL
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing NoSQL in Cheshire over the 6 months to 14 December 2018.

Contractor daily rate histogram for NoSQL in Cheshire

NoSQL
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Cheshire region over the 6 months to 14 December 2018. 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
Chester - 5 £531 - 4
Knutsford - 4 - - 1
Warrington +1 3 £325 -18.75% 4
NoSQL
North West

For the 6 months to 14 December 2018, 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 Cheshire region with a requirement for NoSQL.

1 10 (76.92%) Java
2 6 (46.15%) Law
2 6 (46.15%) Python
2 6 (46.15%) Agile Software Development
2 6 (46.15%) Web Development
2 6 (46.15%) Amazon AWS
3 5 (38.46%) Amazon Redshift
3 5 (38.46%) SQL
3 5 (38.46%) Finance
4 4 (30.77%) Risk Management
4 4 (30.77%) Wealth Management
4 4 (30.77%) Banking
4 4 (30.77%) Investment Banking
4 4 (30.77%) Analytical Skills
4 4 (30.77%) Microservices
4 4 (30.77%) Amazon Glacier
4 4 (30.77%) Amazon EC2
4 4 (30.77%) Amazon S3
4 4 (30.77%) Greenfield Project
4 4 (30.77%) Scenario Testing
4 4 (30.77%) Amazon Athena
5 3 (23.08%) Data Science
5 3 (23.08%) .NET Core
5 3 (23.08%) React
5 3 (23.08%) Scala
5 3 (23.08%) Hadoop
5 3 (23.08%) Open Source
5 3 (23.08%) ASP.NET MVC
5 3 (23.08%) REST
5 3 (23.08%) Big Data

NoSQL
Co-occurring IT Skills in Cheshire 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 3 (23.08%) Apache Spark
1 3 (23.08%) JBoss
1 3 (23.08%) Jetty
1 3 (23.08%) Tomcat
2 2 (15.38%) Apache
3 1 (7.69%) Elasticsearch
Cloud Services
1 6 (46.15%) Amazon AWS
2 4 (30.77%) Amazon EC2
2 4 (30.77%) Amazon Glacier
2 4 (30.77%) Amazon S3
3 1 (7.69%) AWS Lambda
3 1 (7.69%) Cloud Computing
3 1 (7.69%) Google Cloud Platform
3 1 (7.69%) Microsoft Azure
3 1 (7.69%) Serverless
Communications & Networking
1 3 (23.08%) Intranet
Database & Business Intelligence
1 5 (38.46%) Amazon Redshift
2 4 (30.77%) Amazon Athena
3 3 (23.08%) Big Data
3 3 (23.08%) Hadoop
3 3 (23.08%) MySQL
3 3 (23.08%) SQL Server
3 3 (23.08%) SQL Server Integration Services
3 3 (23.08%) SQL Server Reporting Services
4 2 (15.38%) PostgreSQL
5 1 (7.69%) BigQuery
5 1 (7.69%) Data Warehouse
5 1 (7.69%) MongoDB
5 1 (7.69%) OLTP
5 1 (7.69%) Relational Database
5 1 (7.69%) Star Schema
Development Applications
1 3 (23.08%) Eclipse
1 3 (23.08%) Gradle
1 3 (23.08%) IntelliJ
1 3 (23.08%) Maven
1 3 (23.08%) NetBeans
2 1 (7.69%) JIRA
General
1 6 (46.15%) Law
2 5 (38.46%) Finance
3 4 (30.77%) Banking
3 4 (30.77%) Investment Banking
4 2 (15.38%) Games
5 1 (7.69%) Retail Banking
Job Titles
1 9 (69.23%) Developer
2 4 (30.77%) Java Developer
3 3 (23.08%) Data Engineer
4 2 (15.38%) .NET Developer
4 2 (15.38%) Lead Developer
4 2 (15.38%) Lead Java Developer
4 2 (15.38%) SQL Developer
4 2 (15.38%) Web Developer
5 1 (7.69%) .NET Web Developer
5 1 (7.69%) Data Scientist
5 1 (7.69%) Hadoop Engineer
5 1 (7.69%) Node.js Developer
5 1 (7.69%) NoSQL Engineer
Libraries, Frameworks & Software Standards
1 3 (23.08%) .NET
1 3 (23.08%) .NET Core
1 3 (23.08%) AngularJS
1 3 (23.08%) ASP.NET
1 3 (23.08%) ASP.NET MVC
1 3 (23.08%) ASP.NET Web API
1 3 (23.08%) Java EE
1 3 (23.08%) JMS
1 3 (23.08%) JSON
1 3 (23.08%) JSP
1 3 (23.08%) React
1 3 (23.08%) REST
1 3 (23.08%) SOAP
1 3 (23.08%) XML
2 2 (15.38%) Kafka
3 1 (7.69%) Natural Language Processing
3 1 (7.69%) Node.js
3 1 (7.69%) Pandas
3 1 (7.69%) scikit-learn
3 1 (7.69%) SciPy
Miscellaneous
1 4 (30.77%) Analytical Skills
1 4 (30.77%) Greenfield Project
2 2 (15.38%) Tandem
3 1 (7.69%) Algorithms
Processes & Methodologies
1 6 (46.15%) Agile Software Development
1 6 (46.15%) Web Development
2 4 (30.77%) Microservices
2 4 (30.77%) Risk Management
2 4 (30.77%) Scenario Testing
2 4 (30.77%) Wealth Management
3 3 (23.08%) Data Cleansing
3 3 (23.08%) Data Science
3 3 (23.08%) Data Transformation
3 3 (23.08%) ETL
3 3 (23.08%) MVC
3 3 (23.08%) Open Source
3 3 (23.08%) Project Planning
3 3 (23.08%) Scrum
4 2 (15.38%) Data Engineering
4 2 (15.38%) Data Modelling
4 2 (15.38%) DevOps
4 2 (15.38%) Project Management
4 2 (15.38%) Service Management
5 1 (7.69%) Continuous Delivery
Programming Languages
1 10 (76.92%) Java
2 6 (46.15%) Python
3 5 (38.46%) SQL
4 3 (23.08%) C#
4 3 (23.08%) Scala
5 2 (15.38%) PHP
5 2 (15.38%) R
6 1 (7.69%) JavaScript
Qualifications
1 2 (15.38%) Degree
2 1 (7.69%) Computer Science Degree
2 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) QA
System Software
1 1 (7.69%) Docker
Systems Management
1 1 (7.69%) Kubernetes
Vendors
1 3 (23.08%) Microsoft
2 1 (7.69%) Google
2 1 (7.69%) Oracle