Period
to 20 January 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 20 January 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
20 Jan 2019
Same period 2018 Same period 2017
Rank 93 60 61
Rank change year-on-year -33 +1 +38
Contract jobs citing NoSQL 57 89 101
As % of all contract IT jobs advertised in Manchester 1.95% 3.17% 3.19%
As % of the Database & Business Intelligence category 9.34% 13.05% 13.59%
Number of daily rates quoted 46 73 80
Manchester median daily rate £360 £400 £425
Median daily rate % change year-on-year -10.00% -5.88% -5.56%
10th Percentile £316 £313 £320
90th Percentile £479 £575 £574
North West median daily rate £360 £425 £435
% change year-on-year -15.29% -2.30% -8.42%
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 610 682 743
As % of all contract IT jobs advertised in Manchester 20.86% 24.26% 23.48%
Number of daily rates quoted 427 508 519
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £305 £290 £271
90th Percentile £545 £575 £538
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 6 3 7
Manchester median hourly rate £22.38 £15.69 £28.50
Median hourly rate % change year-on-year +42.61% -44.95% +10.68%
10th Percentile £16.63 £11.09 £14.38
90th Percentile £29.27 £19.11 £36.00
North West median hourly rate £35.61 £42.25 £28.50
% change year-on-year -15.71% +48.25% -24.50%

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 20 January 2019.

Contractor daily rate histogram for NoSQL in Manchester

For the 6 months to 20 January 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 45 (78.95%) SQL
2 39 (68.42%) C#
3 38 (66.67%) .NET
4 35 (61.40%) SQL Server
4 35 (61.40%) Agile Software Development
5 32 (56.14%) WinForms
6 31 (54.39%) E-Commerce
6 31 (54.39%) JIRA
7 28 (49.12%) VB.NET
7 28 (49.12%) WPF
8 27 (47.37%) AccuRev
9 26 (45.61%) Degree
9 26 (45.61%) Computer Science
10 23 (40.35%) WCF
10 23 (40.35%) MVC
11 20 (35.09%) SQL Server 2000
12 18 (31.58%) Web Services
12 18 (31.58%) .NET Framework
13 17 (29.82%) RESTful
14 11 (19.30%) Web Application Development
15 9 (15.79%) Java
15 9 (15.79%) JavaScript
16 8 (14.04%) Big Data
17 7 (12.28%) MongoDB
18 6 (10.53%) Continuous Integration
18 6 (10.53%) MySQL
18 6 (10.53%) Back Office
18 6 (10.53%) React
18 6 (10.53%) DevOps
19 5 (8.77%) Relational Database

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 4 (7.02%) Apache Spark
1 4 (7.02%) Elasticsearch
2 3 (5.26%) Adobe Experience Manager
Cloud Services
1 2 (3.51%) Amazon AWS
1 2 (3.51%) Amazon EC2
1 2 (3.51%) Amazon EMR
1 2 (3.51%) Amazon Kinesis
1 2 (3.51%) Amazon S3
2 1 (1.75%) Microsoft Azure
Communications & Networking
1 1 (1.75%) DHCP
1 1 (1.75%) DNS
1 1 (1.75%) FTP
1 1 (1.75%) HTTP
1 1 (1.75%) IPsec
1 1 (1.75%) SSL
1 1 (1.75%) TCP/IP
Database & Business Intelligence
1 35 (61.40%) SQL Server
2 20 (35.09%) SQL Server 2000
3 8 (14.04%) Big Data
4 7 (12.28%) MongoDB
5 6 (10.53%) MySQL
6 5 (8.77%) Relational Database
7 4 (7.02%) Apache Cassandra
7 4 (7.02%) Apache Hive
7 4 (7.02%) Hadoop
8 3 (5.26%) Amazon DynamoDB
8 3 (5.26%) RDBMS
9 2 (3.51%) Amazon Athena
9 2 (3.51%) Impala
9 2 (3.51%) SQL Server Reporting Services
10 1 (1.75%) Azure SQL Database
10 1 (1.75%) Data Warehouse
10 1 (1.75%) DB2
10 1 (1.75%) HBase
10 1 (1.75%) SQL Server 2005
10 1 (1.75%) SQL Server Integration Services
Development Applications
1 31 (54.39%) JIRA
2 27 (47.37%) AccuRev
3 4 (7.02%) Gradle
3 4 (7.02%) Maven
4 2 (3.51%) Git (software)
4 2 (3.51%) Jenkins
5 1 (1.75%) GitLab
5 1 (1.75%) Sonatype Nexus
5 1 (1.75%) TeamCity
5 1 (1.75%) Travis CI
General
1 6 (10.53%) Back Office
2 1 (1.75%) Finance
2 1 (1.75%) Games
2 1 (1.75%) Law
Job Titles
1 45 (78.95%) Developer
2 29 (50.88%) C# Developer
3 23 (40.35%) .NET Developer
4 18 (31.58%) C# .NET Developer
4 18 (31.58%) C# Software Developer
4 18 (31.58%) Software Developer
5 16 (28.07%) C# VB.NET Developer
5 16 (28.07%) VB.NET Developer
6 8 (14.04%) .NET Software Developer
7 5 (8.77%) React Developer
8 4 (7.02%) Data Engineer
8 4 (7.02%) Full Stack Developer
8 4 (7.02%) Java Developer
8 4 (7.02%) SQL Developer
9 3 (5.26%) Applications Developer
10 2 (3.51%) .NET Applications Developer
10 2 (3.51%) .NET Web Applications Developer
10 2 (3.51%) C# Application Developer
10 2 (3.51%) DBA
10 2 (3.51%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 38 (66.67%) .NET
2 32 (56.14%) WinForms
3 28 (49.12%) WPF
4 23 (40.35%) WCF
5 18 (31.58%) .NET Framework
5 18 (31.58%) Web Services
6 17 (29.82%) RESTful
7 6 (10.53%) React
8 4 (7.02%) ASP.NET
9 3 (5.26%) ASP.NET MVC
9 3 (5.26%) ASP.NET Web API
9 3 (5.26%) Dropwizard
9 3 (5.26%) JSON
9 3 (5.26%) Spring
9 3 (5.26%) Spring Boot
9 3 (5.26%) Vue.js
10 2 (3.51%) AngularJS
10 2 (3.51%) Kafka
10 2 (3.51%) Play Framework
10 2 (3.51%) SignalR
Miscellaneous
1 3 (5.26%) N-Tier
2 1 (1.75%) Greenfield Project
2 1 (1.75%) Online Games
2 1 (1.75%) Self-Motivation
Operating Systems
1 2 (3.51%) Linux
2 1 (1.75%) CentOS
Processes & Methodologies
1 35 (61.40%) Agile Software Development
2 31 (54.39%) E-Commerce
3 26 (45.61%) Computer Science
4 23 (40.35%) MVC
5 11 (19.30%) Web Application Development
6 6 (10.53%) Continuous Integration
6 6 (10.53%) DevOps
7 5 (8.77%) Front End Development
7 5 (8.77%) Software Engineering
7 5 (8.77%) Waterfall
8 4 (7.02%) Fault Analysis
8 4 (7.02%) OOP
8 4 (7.02%) Problem-Solving
9 3 (5.26%) BDD
9 3 (5.26%) Continuous Delivery
9 3 (5.26%) Continuous Improvement
9 3 (5.26%) ETL
9 3 (5.26%) TDD
10 2 (3.51%) Open Source
10 2 (3.51%) Test Automation
Programming Languages
1 45 (78.95%) SQL
2 39 (68.42%) C#
3 28 (49.12%) VB.NET
4 9 (15.79%) Java
4 9 (15.79%) JavaScript
5 4 (7.02%) Python
5 4 (7.02%) Scala
6 2 (3.51%) T-SQL
7 1 (1.75%) PHP
7 1 (1.75%) Ruby
7 1 (1.75%) TypeScript
7 1 (1.75%) VB
7 1 (1.75%) VB6
Qualifications
1 26 (45.61%) Degree
2 3 (5.26%) Computer Science Degree
System Software
1 2 (3.51%) Docker
2 1 (1.75%) Virtual Machines
Systems Management
1 3 (5.26%) Terraform
2 2 (3.51%) Puppet
3 1 (1.75%) Ansible
3 1 (1.75%) Opscode Chef
Vendors
1 3 (5.26%) Adobe
1 3 (5.26%) Cloudera
1 3 (5.26%) Hortonworks
2 2 (3.51%) hybris
2 2 (3.51%) Oracle
3 1 (1.75%) Black Duck
3 1 (1.75%) MapR
3 1 (1.75%) Microsoft
3 1 (1.75%) Red Hat
3 1 (1.75%) SAP
3 1 (1.75%) Teradata