Period
to 19 November 2017

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 19 November 2017 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 62 75 123
Rank change year-on-year +13 +48 -7
Contract jobs citing NoSQL 78 92 36
As % of all contract IT jobs advertised in Manchester 2.67% 2.61% 0.95%
As % of the Database & Business Intelligence category 11.64% 11.46% 4.20%
Number of daily rates quoted 58 71 29
Manchester median daily rate £418 £425 £475
Median daily rate % change year-on-year -1.76% -10.53% -1.04%
10th Percentile £314 £320 £366
90th Percentile £600 £574 £625
North West median daily rate £425 £430 £481
% change year-on-year -1.16% -10.65% -5.64%
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 670 803 858
As % of all contract IT jobs advertised in Manchester 22.98% 22.74% 22.57%
Number of daily rates quoted 477 540 563
Manchester median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +15.38%
10th Percentile £298 £249 £263
90th Percentile £575 £538 £513
North West median daily rate £400 £375 £400
% change year-on-year +6.67% -6.25% +23.08%
Number of hourly rates quoted 2 6 8
Manchester median hourly rate £18.85 £21.63 £19.00
Median hourly rate % change year-on-year -12.86% +13.82% -2.56%
10th Percentile £15.91 £13.94 £11.35
90th Percentile £22.30 £35.22 £39.88
North West median hourly rate £42.75 £35.75 £40.00
% change year-on-year +19.58% -10.63% +66.67%

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 19 November 2017.

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 19 November 2017. 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
Stockport +11 14 £400 -6.98%
NoSQL
North West

For the 6 months to 19 November 2017, IT contractor jobs citing NoSQL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Manchester region with a requirement for NoSQL.

1 46 (58.97%) Agile Software Development
1 46 (58.97%) Java
2 35 (44.87%) PostgreSQL
3 34 (43.59%) MongoDB
4 33 (42.31%) JavaScript
5 32 (41.03%) SQL
6 28 (35.90%) Node.js
7 25 (32.05%) TDD
8 23 (29.49%) Software Engineering
8 23 (29.49%) BDD
8 23 (29.49%) JIRA
8 23 (29.49%) Microservices
9 22 (28.21%) REST
10 21 (26.92%) Spring
11 20 (25.64%) Git (software)
11 20 (25.64%) Test Automation
12 19 (24.36%) Open Source
12 19 (24.36%) Maven
12 19 (24.36%) MySQL
12 19 (24.36%) Docker
13 18 (23.08%) Relational Database
13 18 (23.08%) .NET
14 17 (21.79%) RDBMS
14 17 (21.79%) Spring Boot
15 16 (20.51%) Linux
15 16 (20.51%) MVC
16 15 (19.23%) SOA
16 15 (19.23%) Spring Security
16 15 (19.23%) Thymeleaf
16 15 (19.23%) Kibana

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 12 (15.38%) Confluence
2 5 (6.41%) Elasticsearch
3 4 (5.13%) Apache Spark
4 3 (3.85%) Apache
Cloud Services
1 12 (15.38%) Slack
2 4 (5.13%) Amazon AWS
3 1 (1.28%) Amazon CloudWatch
3 1 (1.28%) Amazon EC2
3 1 (1.28%) Amazon ELB
3 1 (1.28%) Amazon Kinesis
3 1 (1.28%) Amazon S3
3 1 (1.28%) OpenShift
Communications & Networking
1 1 (1.28%) Firewall
1 1 (1.28%) Intrusion Detection
1 1 (1.28%) SSH
1 1 (1.28%) tcpdump
1 1 (1.28%) VPN
1 1 (1.28%) Wireshark
Database & Business Intelligence
1 35 (44.87%) PostgreSQL
2 34 (43.59%) MongoDB
3 19 (24.36%) MySQL
4 18 (23.08%) Relational Database
5 17 (21.79%) RDBMS
6 12 (15.38%) SQL Server
7 10 (12.82%) SQL Server 2000
8 6 (7.69%) Hadoop
9 5 (6.41%) Apache Cassandra
10 3 (3.85%) Big Data
11 2 (2.56%) Sqoop
12 1 (1.28%) Apache Hive
12 1 (1.28%) Data Warehouse
12 1 (1.28%) HBase
Development Applications
1 23 (29.49%) JIRA
2 20 (25.64%) Git (software)
3 19 (24.36%) Maven
4 12 (15.38%) Cucumber
5 11 (14.10%) AccuRev
6 8 (10.26%) Jenkins
7 5 (6.41%) Jasmine
7 5 (6.41%) JUnit
8 4 (5.13%) Gradle
9 2 (2.56%) Subversion
10 1 (1.28%) Hudson
10 1 (1.28%) Mercurial
General
1 5 (6.41%) Finance
2 1 (1.28%) Pharmaceutical
Job Titles
1 59 (75.64%) Developer
2 30 (38.46%) Java Developer
3 17 (21.79%) Software Developer
4 10 (12.82%) Software Engineer
5 9 (11.54%) Java Engineer
6 8 (10.26%) Desktop Support
6 8 (10.26%) Java Software Developer
6 8 (10.26%) Java Software Engineer
7 7 (8.97%) JavaScript Engineer
7 7 (8.97%) Senior Software Engineer
8 6 (7.69%) Senior Java Engineer
8 6 (7.69%) Senior Java Software Engineer
8 6 (7.69%) Web Developer
9 5 (6.41%) JavaScript Developer
10 4 (5.13%) .NET Developer
10 4 (5.13%) Elasticsearch Developer
10 4 (5.13%) Node.js Developer
10 4 (5.13%) NoSQL Developer
11 3 (3.85%) C# .NET Developer
11 3 (3.85%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 28 (35.90%) Node.js
2 22 (28.21%) REST
3 21 (26.92%) Spring
4 18 (23.08%) .NET
5 17 (21.79%) Spring Boot
6 15 (19.23%) Spring Security
6 15 (19.23%) Thymeleaf
7 13 (16.67%) Spring Cloud
8 12 (15.38%) CSS
8 12 (15.38%) React
9 11 (14.10%) WPF
10 10 (12.82%) WCF
10 10 (12.82%) WinForms
11 9 (11.54%) .NET Framework
11 9 (11.54%) RESTful
12 6 (7.69%) ASP.NET Web API
13 4 (5.13%) JSON
13 4 (5.13%) Kafka
13 4 (5.13%) Web Services
14 3 (3.85%) AngularJS
Miscellaneous
1 12 (15.38%) Computer Science
2 4 (5.13%) Enterprise Software
3 1 (1.28%) Algorithms
3 1 (1.28%) Analytical Skills
3 1 (1.28%) Data Structures
3 1 (1.28%) Distributed Denial-of-Service
3 1 (1.28%) Mobile App
3 1 (1.28%) Public Cloud
Operating Systems
1 16 (20.51%) Linux
2 14 (17.95%) Red Hat Enterprise Linux
3 1 (1.28%) Mesosphere
Processes & Methodologies
1 46 (58.97%) Agile Software Development
2 25 (32.05%) TDD
3 23 (29.49%) BDD
3 23 (29.49%) Microservices
3 23 (29.49%) Software Engineering
4 20 (25.64%) Test Automation
5 19 (24.36%) Open Source
6 16 (20.51%) MVC
7 15 (19.23%) SOA
8 14 (17.95%) E-Commerce
9 13 (16.67%) AOP
10 12 (15.38%) Coaching
10 12 (15.38%) Mentoring
11 9 (11.54%) SDLC
11 9 (11.54%) Web Application Development
12 8 (10.26%) DevOps
12 8 (10.26%) SFIA
13 7 (8.97%) Integration Testing
13 7 (8.97%) User Stories
14 6 (7.69%) OWASP
Programming Languages
1 46 (58.97%) Java
2 33 (42.31%) JavaScript
3 32 (41.03%) SQL
4 12 (15.38%) C#
5 5 (6.41%) Python
6 3 (3.85%) Ruby
7 2 (2.56%) R
7 2 (2.56%) VB.NET
8 1 (1.28%) Bash Shell
8 1 (1.28%) Go
8 1 (1.28%) Groovy
8 1 (1.28%) Perl
8 1 (1.28%) PowerShell
8 1 (1.28%) TypeScript
Qualifications
1 12 (15.38%) Degree
2 4 (5.13%) Computer Science Degree
System Software
1 19 (24.36%) Docker
2 2 (2.56%) Apache Flume
2 2 (2.56%) Apache ZooKeeper
3 1 (1.28%) HDFS
Systems Management
1 15 (19.23%) Kibana
2 9 (11.54%) Consul
2 9 (11.54%) Zipkin
3 4 (5.13%) Opscode Chef
3 4 (5.13%) Puppet
4 3 (3.85%) Ansible
5 2 (2.56%) Ambari
5 2 (2.56%) Kubernetes
5 2 (2.56%) Mesos
5 2 (2.56%) Oozie
6 1 (1.28%) Grafana
6 1 (1.28%) Graphite
Vendors
1 7 (8.97%) Pega
2 5 (6.41%) Red Hat
3 3 (3.85%) Microsoft
4 2 (2.56%) Cloudera
5 1 (1.28%) Oracle