Period
to 5 December 2019

The following table provides summary statistics for contract job vacancies advertised in Manchester 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 5 December 2019 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 > Manchester
6 months to
5 Dec 2019
Same period 2018 Same period 2017
Rank 61 95 62
Rank change year-on-year +34 -33 +10
Contract jobs citing NoSQL 75 64 79
As % of all contract IT jobs advertised in Manchester 2.74% 2.01% 2.70%
As % of the Database & Business Intelligence category 12.65% 9.79% 11.55%
Number of daily rates quoted 57 52 59
Manchester median daily rate £418 £360 £425
Median daily rate % change year-on-year +15.97% -15.29% -
10th Percentile £333 £320 £315
90th Percentile £510 £550 £600
North West median daily rate £450 £363 £425
% change year-on-year +24.14% -14.71% -
Number of hourly rates quoted 0 0 0
Manchester 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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Contract vacancies with a requirement for database or business intelligence skills 593 654 684
As % of all contract IT jobs advertised in Manchester 21.63% 20.52% 23.41%
Number of daily rates quoted 438 451 497
Manchester median daily rate £410 £400 £400
Median daily rate % change year-on-year +2.50% - +8.11%
10th Percentile £310 £300 £293
90th Percentile £575 £556 £575
North West median daily rate £438 £400 £400
% change year-on-year +9.38% - +6.67%
Number of hourly rates quoted 6 4 2
Manchester median hourly rate £15.76 £19.00 £18.85
Median hourly rate % change year-on-year -17.05% +0.82% -5.78%
10th Percentile £14.76 £16.48 £15.91
90th Percentile £25.75 £31.25 £22.30
North West median hourly rate £36.25 £35.00 £42.75
% change year-on-year +3.57% -18.13% +22.14%

NoSQL
Job Vacancy Trend in Manchester

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

Job vacancy trend for NoSQL in Manchester

NoSQL
Contractor Daily Rate Trend in Manchester

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

Contractor daily rate trend for NoSQL in Manchester

NoSQL
Contractor Daily Rate Histogram in Manchester

The daily rate distribution of IT jobs citing NoSQL in Manchester over the 6 months to 5 December 2019.

Contractor daily rate histogram for NoSQL in Manchester

NoSQL
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NoSQL within the Manchester region over the 6 months to 5 December 2019. 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
Salford - 1 - - 2
Stockport - 1 - - 5
NoSQL
North West

For the 6 months to 5 December 2019, 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 Manchester region with a requirement for NoSQL.

1 47 (62.67%) SQL
2 43 (57.33%) MongoDB
3 33 (44.00%) C#
3 33 (44.00%) VBA
3 33 (44.00%) MS Visio
4 32 (42.67%) .NET
5 30 (40.00%) MVC
6 25 (33.33%) Unit Testing
7 23 (30.67%) NUnit
8 22 (29.33%) Analytical Skills
9 19 (25.33%) JavaScript
10 18 (24.00%) Sprint Planning
11 16 (21.33%) Java
11 16 (21.33%) Agile Software Development
12 14 (18.67%) Publishing
13 13 (17.33%) AWS
14 12 (16.00%) Test Automation
15 11 (14.67%) Node.js
15 11 (14.67%) DevOps
16 10 (13.33%) Kubernetes
16 10 (13.33%) Apache Cassandra
17 9 (12.00%) Python
17 9 (12.00%) C
18 8 (10.67%) E-Commerce
18 8 (10.67%) TDD
18 8 (10.67%) Azure
18 8 (10.67%) Git (software)
18 8 (10.67%) Microservices
19 7 (9.33%) GCP
19 7 (9.33%) React

NoSQL
Co-occurring IT Skills in Manchester 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 5 (6.67%) Apache Spark
2 2 (2.67%) Apache
3 1 (1.33%) Cloud Foundry
3 1 (1.33%) Elasticsearch
Applications
1 33 (44.00%) MS Visio
2 4 (5.33%) Weka
Cloud Services
1 13 (17.33%) AWS
2 8 (10.67%) Azure
3 7 (9.33%) GCP
4 3 (4.00%) AWS Lambda
4 3 (4.00%) GitHub
4 3 (4.00%) Serverless
5 1 (1.33%) Amazon EC2
5 1 (1.33%) Amazon Neptune
5 1 (1.33%) Amazon S3
Database & Business Intelligence
1 43 (57.33%) MongoDB
2 10 (13.33%) Apache Cassandra
3 7 (9.33%) SQL Server
4 5 (6.67%) HBase
4 5 (6.67%) MySQL
4 5 (6.67%) SQL Server 2000
5 4 (5.33%) Data Mining
6 3 (4.00%) Apache Hive
6 3 (4.00%) Big Data
6 3 (4.00%) Hadoop
7 2 (2.67%) Amazon DynamoDB
7 2 (2.67%) Neo4j
7 2 (2.67%) Relational Database
8 1 (1.33%) Amazon Redshift
8 1 (1.33%) Data Lake
8 1 (1.33%) Impala
8 1 (1.33%) Parquet
8 1 (1.33%) Presto
8 1 (1.33%) Riak
8 1 (1.33%) Sqoop
Development Applications
1 23 (30.67%) NUnit
2 8 (10.67%) Git (software)
3 7 (9.33%) JIRA
4 6 (8.00%) Jenkins
5 5 (6.67%) GitLab
6 2 (2.67%) AccuRev
6 2 (2.67%) PHPUnit
7 1 (1.33%) Bitbucket
7 1 (1.33%) Eclipse
7 1 (1.33%) IntelliJ
7 1 (1.33%) Maven
7 1 (1.33%) Mercurial
7 1 (1.33%) SonarQube
7 1 (1.33%) Sonatype Nexus
General
1 14 (18.67%) Publishing
2 5 (6.67%) Public Sector
3 2 (2.67%) Retail
4 1 (1.33%) Finance
Job Titles
1 46 (61.33%) Developer
2 30 (40.00%) .NET Developer
3 12 (16.00%) Senior Developer
4 10 (13.33%) C# .NET Developer
4 10 (13.33%) C# Developer
4 10 (13.33%) Senior .NET Developer
5 7 (9.33%) Integration Developer
6 6 (8.00%) Java Developer
6 6 (8.00%) Software Developer
6 6 (8.00%) Tester
7 5 (6.67%) .NET Software Developer
7 5 (6.67%) ASP.NET MVC Developer
7 5 (6.67%) C# Software Developer
7 5 (6.67%) C# VB.NET Developer
7 5 (6.67%) React Developer
7 5 (6.67%) Software Tester
7 5 (6.67%) VB.NET Developer
8 4 (5.33%) Data Scientist
9 3 (4.00%) Analyst
10 2 (2.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 32 (42.67%) .NET
2 11 (14.67%) Node.js
3 7 (9.33%) React
3 7 (9.33%) RESTful
4 6 (8.00%) .NET Framework
4 6 (8.00%) CSS
4 6 (8.00%) HTML
4 6 (8.00%) Spring
4 6 (8.00%) WCF
5 5 (6.67%) HTML5
5 5 (6.67%) Spring Boot
5 5 (6.67%) Web Services
5 5 (6.67%) WinForms
5 5 (6.67%) WPF
6 4 (5.33%) CSS3
6 4 (5.33%) JSON
6 4 (5.33%) NumPy
6 4 (5.33%) XML
7 3 (4.00%) Kafka
7 3 (4.00%) YAML
Miscellaneous
1 22 (29.33%) Analytical Skills
2 2 (2.67%) NHS
3 1 (1.33%) Cloud Native
3 1 (1.33%) Clustering
3 1 (1.33%) Mobile App
3 1 (1.33%) Replication
3 1 (1.33%) Self-Motivation
Operating Systems
1 6 (8.00%) Linux
2 1 (1.33%) Windows
Processes & Methodologies
1 30 (40.00%) MVC
2 25 (33.33%) Unit Testing
3 18 (24.00%) Sprint Planning
4 16 (21.33%) Agile Software Development
5 12 (16.00%) Test Automation
6 11 (14.67%) DevOps
7 8 (10.67%) E-Commerce
7 8 (10.67%) Microservices
7 8 (10.67%) TDD
8 5 (6.67%) OO
9 4 (5.33%) BDD
9 4 (5.33%) Behavioural Analysis
9 4 (5.33%) Collaborative Working
9 4 (5.33%) Data Modelling
9 4 (5.33%) Infrastructure as Code
9 4 (5.33%) OOP
9 4 (5.33%) Site Reliability Engineering
9 4 (5.33%) SOA
9 4 (5.33%) Software Engineering
9 4 (5.33%) Statistics
Programming Languages
1 47 (62.67%) SQL
2 33 (44.00%) C#
2 33 (44.00%) VBA
3 19 (25.33%) JavaScript
4 16 (21.33%) Java
5 9 (12.00%) C
5 9 (12.00%) Python
6 6 (8.00%) Scala
7 5 (6.67%) R
7 5 (6.67%) VB.NET
8 4 (5.33%) ES6
8 4 (5.33%) ES7
8 4 (5.33%) MATLAB
9 3 (4.00%) PHP
10 2 (2.67%) Java 8
10 2 (2.67%) PHP 7
11 1 (1.33%) C++
11 1 (1.33%) Clojure
11 1 (1.33%) ES8
11 1 (1.33%) T-SQL
Qualifications
1 4 (5.33%) Security Cleared
2 1 (1.33%) Degree
2 1 (1.33%) SC Cleared
Quality Assurance & Compliance
1 3 (4.00%) QA
System Software
1 5 (6.67%) Docker
2 1 (1.33%) Virtual Machines
Systems Management
1 10 (13.33%) Kubernetes
2 4 (5.33%) Terraform
3 2 (2.67%) Ansible
4 1 (1.33%) Failover Clustering
4 1 (1.33%) Microsoft Clustering
Vendors
1 2 (2.67%) Google
2 1 (1.33%) Cloudera
2 1 (1.33%) Microsoft
2 1 (1.33%) Oracle
2 1 (1.33%) Remedy