Period
to 25 June 2018

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 25 June 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 > Manchester
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 86 99 99
Rank change year-on-year +13 0 +20
Contract jobs citing NoSQL 73 33 51
As % of all contract IT jobs advertised in Manchester 2.35% 1.23% 1.43%
As % of the Database & Business Intelligence category 10.74% 5.39% 7.92%
Number of daily rates quoted 60 19 32
Manchester median daily rate £375 £375 £450
Median daily rate % change year-on-year - -16.67% -10.00%
10th Percentile £323 £306 £313
90th Percentile £572 £525 £556
North West median daily rate £375 £400 £399
% change year-on-year -6.25% +0.25% -20.20%
Number of hourly rates quoted 0 0 0
Manchester median hourly rate - - -
North West median hourly rate - - -

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 680 612 644
As % of all contract IT jobs advertised in Manchester 21.92% 22.73% 18.08%
Number of daily rates quoted 493 362 395
Manchester median daily rate £391 £375 £375
Median daily rate % change year-on-year +4.14% - +7.14%
10th Percentile £300 £263 £250
90th Percentile £588 £537 £525
North West median daily rate £388 £375 £375
% change year-on-year +3.33% - -
Number of hourly rates quoted 5 4 6
Manchester median hourly rate £35.00 £22.00 £28.00
Median hourly rate % change year-on-year +59.09% -21.43% +43.59%
10th Percentile £10.91 £19.60 £15.00
90th Percentile £55.25 £31.40 £34.88
North West median hourly rate £47.50 £41.00 £37.50
% change year-on-year +15.85% +9.33% +7.14%

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 25 June 2018.

Contractor daily rate histogram for NoSQL in Manchester

For the 6 months to 25 June 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 Manchester region with a requirement for NoSQL.

1 44 (60.27%) SQL
1 44 (60.27%) Agile Software Development
2 39 (53.42%) SQL Server
3 35 (47.95%) MVC
4 34 (46.58%) JIRA
5 31 (42.47%) .NET
6 29 (39.73%) E-Commerce
7 28 (38.36%) AccuRev
8 24 (32.88%) Java
9 23 (31.51%) C#
9 23 (31.51%) WPF
10 22 (30.14%) WCF
10 22 (30.14%) WinForms
10 22 (30.14%) SQL Server 2000
10 22 (30.14%) REST
11 21 (28.77%) MongoDB
11 21 (28.77%) Python
12 19 (26.03%) TDD
13 18 (24.66%) BDD
14 17 (23.29%) Degree
14 17 (23.29%) CSS
15 16 (21.92%) JavaScript
15 16 (21.92%) MySQL
15 16 (21.92%) Computer Science
15 16 (21.92%) Scrum
15 16 (21.92%) Continuous Integration
15 16 (21.92%) Relational Database
16 15 (20.55%) Git (software)
17 14 (19.18%) Kanban
17 14 (19.18%) Web Services

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 (6.85%) Confluence
2 4 (5.48%) Apache Spark
2 4 (5.48%) Elasticsearch
3 2 (2.74%) Apache
3 2 (2.74%) Apache Pig
3 2 (2.74%) CMS
4 1 (1.37%) Adobe Experience Manager
Cloud Services
1 8 (10.96%) Amazon AWS
2 4 (5.48%) GitHub
3 2 (2.74%) Slack
4 1 (1.37%) OpenShift
Communications & Networking
1 2 (2.74%) HTTP
2 1 (1.37%) TCP/IP
Database & Business Intelligence
1 39 (53.42%) SQL Server
2 22 (30.14%) SQL Server 2000
3 21 (28.77%) MongoDB
4 16 (21.92%) MySQL
4 16 (21.92%) Relational Database
5 12 (16.44%) Apache Cassandra
6 9 (12.33%) Neo4j
7 8 (10.96%) CouchDB
8 7 (9.59%) Big Data
9 6 (8.22%) Hadoop
9 6 (8.22%) PostgreSQL
10 4 (5.48%) HBase
10 4 (5.48%) RDBMS
11 3 (4.11%) Apache Hive
11 3 (4.11%) KDB
11 3 (4.11%) Kdb+
11 3 (4.11%) Redis
11 3 (4.11%) SAP HANA
12 2 (2.74%) Riak
13 1 (1.37%) Mahout
Development Applications
1 34 (46.58%) JIRA
2 28 (38.36%) AccuRev
3 15 (20.55%) Git (software)
4 6 (8.22%) Jenkins
5 3 (4.11%) Gatling
5 3 (4.11%) Jasmine
5 3 (4.11%) JMeter
5 3 (4.11%) JUnit
5 3 (4.11%) Selenium
6 2 (2.74%) Cucumber
6 2 (2.74%) Gradle
6 2 (2.74%) Maven
7 1 (1.37%) git-flow
7 1 (1.37%) Karma Test Runner
7 1 (1.37%) Mocha
7 1 (1.37%) SonarQube
General
1 6 (8.22%) Banking
1 6 (8.22%) Finance
2 2 (2.74%) Games
3 1 (1.37%) Back Office
3 1 (1.37%) Marketing
3 1 (1.37%) Retail
Job Titles
1 47 (64.38%) Developer
2 20 (27.40%) Software Developer
3 13 (17.81%) Desktop Support
3 13 (17.81%) Python Developer
4 11 (15.07%) Java Developer
5 10 (13.70%) .NET Developer
6 9 (12.33%) C# Developer
6 9 (12.33%) SQL Developer
7 7 (9.59%) .NET Software Developer
7 7 (9.59%) ASP.NET MVC Developer
7 7 (9.59%) C# Software Developer
7 7 (9.59%) WinForms Developer
8 6 (8.22%) C# .NET Developer
8 6 (8.22%) WCF Developer
8 6 (8.22%) WPF Developer
9 5 (6.85%) Architect
9 5 (6.85%) Full Stack Developer
9 5 (6.85%) Tester
10 4 (5.48%) C# WCF Developer
10 4 (5.48%) Senior Developer
Libraries, Frameworks & Software Standards
1 31 (42.47%) .NET
2 23 (31.51%) WPF
3 22 (30.14%) REST
3 22 (30.14%) WCF
3 22 (30.14%) WinForms
4 17 (23.29%) CSS
5 14 (19.18%) Web Services
6 13 (17.81%) jQuery
7 12 (16.44%) Ajax
7 12 (16.44%) HTML
8 10 (13.70%) .NET Framework
8 10 (13.70%) SOAP
8 10 (13.70%) Spring
9 8 (10.96%) Apache Wicket
9 8 (10.96%) RESTful
10 7 (9.59%) Kafka
10 7 (9.59%) Spring MVC
11 6 (8.22%) DWR
11 6 (8.22%) Java EE
12 5 (6.85%) Django
Miscellaneous
1 16 (21.92%) Computer Science
2 5 (6.85%) Greenfield Project
2 5 (6.85%) Mobile App
3 3 (4.11%) Fintech
4 2 (2.74%) Algorithms
4 2 (2.74%) Analytical Skills
5 1 (1.37%) Robotics
5 1 (1.37%) Self-Motivation
5 1 (1.37%) User Experience
5 1 (1.37%) Virtual Team
5 1 (1.37%) Wiki
Operating Systems
1 6 (8.22%) Linux
2 2 (2.74%) Red Hat Enterprise Linux
3 1 (1.37%) Windows
3 1 (1.37%) Windows Server
Processes & Methodologies
1 44 (60.27%) Agile Software Development
2 35 (47.95%) MVC
3 29 (39.73%) E-Commerce
4 19 (26.03%) TDD
5 18 (24.66%) BDD
6 16 (21.92%) Continuous Integration
6 16 (21.92%) Scrum
7 14 (19.18%) Kanban
8 9 (12.33%) Test Automation
9 8 (10.96%) Microservices
9 8 (10.96%) Software Engineering
10 5 (6.85%) Mentoring
10 5 (6.85%) Pair Programming
10 5 (6.85%) Refactoring
10 5 (6.85%) SDLC
10 5 (6.85%) Web Application Development
10 5 (6.85%) Web Development
11 4 (5.48%) DevOps
11 4 (5.48%) Machine Learning
11 4 (5.48%) SOLID
Programming Languages
1 44 (60.27%) SQL
2 24 (32.88%) Java
3 23 (31.51%) C#
4 21 (28.77%) Python
5 16 (21.92%) JavaScript
6 9 (12.33%) VB.NET
7 7 (9.59%) Scala
8 5 (6.85%) Ruby
9 4 (5.48%) Groovy
10 3 (4.11%) VB
11 2 (2.74%) Go
11 2 (2.74%) Java 8
11 2 (2.74%) R
11 2 (2.74%) T-SQL
11 2 (2.74%) TypeScript
12 1 (1.37%) Bash Shell
12 1 (1.37%) C
12 1 (1.37%) C++
12 1 (1.37%) F#
12 1 (1.37%) PHP
Qualifications
1 17 (23.29%) Degree
2 3 (4.11%) Computer Science Degree
3 1 (1.37%) PhD
Quality Assurance & Compliance
1 4 (5.48%) QA
2 1 (1.37%) Data Quality
System Software
1 3 (4.11%) Docker
2 2 (2.74%) Apache Flume
3 1 (1.37%) Apache ZooKeeper
3 1 (1.37%) HDFS
Systems Management
1 2 (2.74%) Kubernetes
2 1 (1.37%) Ansible
2 1 (1.37%) Oozie
2 1 (1.37%) Opscode Chef
2 1 (1.37%) Puppet
Vendors
1 10 (13.70%) Oracle
2 3 (4.11%) Microsoft
2 3 (4.11%) SAP
3 2 (2.74%) Hortonworks
3 2 (2.74%) Red Hat
4 1 (1.37%) Adobe
4 1 (1.37%) Apigee
4 1 (1.37%) Cloudera
4 1 (1.37%) MapR
4 1 (1.37%) Teradata