Period
to 21 September 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 21 September 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
21 Sep 2018
Same period 2017 Same period 2016
Rank 87 85 102
Rank change year-on-year -2 +17 +20
Contract jobs citing NoSQL 64 55 55
As % of all contract IT jobs advertised in Manchester 2.02% 1.88% 1.51%
As % of the Database & Business Intelligence category 9.20% 8.20% 7.12%
Number of daily rates quoted 50 40 37
Manchester median daily rate £375 £400 £375
Median daily rate % change year-on-year -6.25% +6.67% -11.76%
10th Percentile £325 £325 £312
90th Percentile £589 £567 £538
North West median daily rate £378 £400 £379
% change year-on-year -5.63% +5.61% -20.26%
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 696 671 772
As % of all contract IT jobs advertised in Manchester 21.91% 23.00% 21.16%
Number of daily rates quoted 492 422 492
Manchester median daily rate £400 £400 £364
Median daily rate % change year-on-year - +9.97% -3.00%
10th Percentile £300 £300 £238
90th Percentile £575 £563 £500
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 3 3 7
Manchester median hourly rate £35.00 £22.00 £28.50
Median hourly rate % change year-on-year +59.09% -22.81% +50.00%
North West median hourly rate £35.00 £41.00 £29.01
% change year-on-year -14.63% +41.32% -22.11%

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 21 September 2018.

Contractor daily rate histogram for NoSQL in Manchester

For the 6 months to 21 September 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 41 (64.06%) SQL
2 31 (48.44%) .NET
2 31 (48.44%) SQL Server
2 31 (48.44%) Agile Software Development
3 29 (45.31%) MVC
4 28 (43.75%) C#
5 25 (39.06%) E-Commerce
5 25 (39.06%) JIRA
6 20 (31.25%) AccuRev
7 19 (29.69%) WCF
8 18 (28.13%) WinForms
8 18 (28.13%) MongoDB
9 17 (26.56%) SQL Server 2000
9 17 (26.56%) WPF
10 16 (25.00%) Computer Science
10 16 (25.00%) Degree
10 16 (25.00%) Python
10 16 (25.00%) Java
11 15 (23.44%) Git (software)
12 14 (21.88%) REST
12 14 (21.88%) Web Services
12 14 (21.88%) .NET Framework
13 13 (20.31%) CSS
13 13 (20.31%) Big Data
14 12 (18.75%) Apache Cassandra
14 12 (18.75%) JavaScript
14 12 (18.75%) MySQL
14 12 (18.75%) jQuery
15 11 (17.19%) Continuous Integration
15 11 (17.19%) TDD

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 7 (10.94%) Elasticsearch
2 5 (7.81%) Apache Spark
3 3 (4.69%) Adobe Experience Manager
4 2 (3.13%) Confluence
5 1 (1.56%) Apache
5 1 (1.56%) Apache Pig
Business Applications
1 2 (3.13%) Distributed Ledger
Cloud Services
1 7 (10.94%) Amazon AWS
2 2 (3.13%) Amazon EC2
2 2 (3.13%) Amazon EMR
2 2 (3.13%) Amazon Kinesis
2 2 (3.13%) Amazon S3
2 2 (3.13%) Microsoft Azure
2 2 (3.13%) Slack
3 1 (1.56%) PaaS
Communications & Networking
1 1 (1.56%) TCP/IP
Database & Business Intelligence
1 31 (48.44%) SQL Server
2 18 (28.13%) MongoDB
3 17 (26.56%) SQL Server 2000
4 13 (20.31%) Big Data
5 12 (18.75%) Apache Cassandra
5 12 (18.75%) MySQL
6 9 (14.06%) Relational Database
7 8 (12.50%) Hadoop
8 5 (7.81%) Apache Hive
8 5 (7.81%) CouchDB
8 5 (7.81%) Neo4j
9 4 (6.25%) PostgreSQL
10 3 (4.69%) HBase
10 3 (4.69%) Impala
10 3 (4.69%) KDB
10 3 (4.69%) Kdb+
10 3 (4.69%) SAP HANA
10 3 (4.69%) SQL Server Reporting Services
11 2 (3.13%) Amazon Athena
11 2 (3.13%) Amazon DynamoDB
Development Applications
1 25 (39.06%) JIRA
2 20 (31.25%) AccuRev
3 15 (23.44%) Git (software)
4 3 (4.69%) Gradle
4 3 (4.69%) Maven
5 2 (3.13%) Cucumber
5 2 (3.13%) Jenkins
6 1 (1.56%) Artifactory
6 1 (1.56%) Jasmine
6 1 (1.56%) JUnit
6 1 (1.56%) TeamCity
General
1 5 (7.81%) Banking
2 4 (6.25%) Finance
3 1 (1.56%) Back Office
3 1 (1.56%) Games
3 1 (1.56%) Law
3 1 (1.56%) Marketing
Job Titles
1 47 (73.44%) Developer
2 17 (26.56%) .NET Developer
3 14 (21.88%) C# Developer
4 13 (20.31%) Software Developer
5 11 (17.19%) Python Developer
6 10 (15.63%) C# .NET Developer
7 7 (10.94%) C# Software Developer
8 6 (9.38%) .NET Software Developer
8 6 (9.38%) Desktop Support
8 6 (9.38%) Java Developer
8 6 (9.38%) SQL Developer
9 5 (7.81%) C# VB.NET Developer
9 5 (7.81%) Full Stack Developer
9 5 (7.81%) VB.NET Developer
10 4 (6.25%) ASP.NET MVC Developer
10 4 (6.25%) Data Engineer
10 4 (6.25%) Senior Developer
10 4 (6.25%) WinForms Developer
11 3 (4.69%) Technical Architect
11 3 (4.69%) Web Developer
Libraries, Frameworks & Software Standards
1 31 (48.44%) .NET
2 19 (29.69%) WCF
3 18 (28.13%) WinForms
4 17 (26.56%) WPF
5 14 (21.88%) .NET Framework
5 14 (21.88%) REST
5 14 (21.88%) Web Services
6 13 (20.31%) CSS
7 12 (18.75%) jQuery
8 10 (15.63%) RESTful
8 10 (15.63%) Spring
9 9 (14.06%) ASP.NET
9 9 (14.06%) HTML
10 8 (12.50%) Ajax
11 7 (10.94%) Kafka
12 6 (9.38%) SOAP
13 5 (7.81%) Apache Wicket
13 5 (7.81%) Java EE
13 5 (7.81%) JSON
13 5 (7.81%) Spring MVC
Miscellaneous
1 16 (25.00%) Computer Science
2 4 (6.25%) Greenfield Project
3 3 (4.69%) Fintech
3 3 (4.69%) Mobile App
4 2 (3.13%) Analytical Skills
5 1 (1.56%) Algorithms
5 1 (1.56%) Cloud Native
5 1 (1.56%) Management Information System
5 1 (1.56%) N-Tier
5 1 (1.56%) Robotics
5 1 (1.56%) Self-Motivation
5 1 (1.56%) Virtual Team
Operating Systems
1 3 (4.69%) Linux
2 1 (1.56%) Red Hat Enterprise Linux
2 1 (1.56%) Windows
2 1 (1.56%) Windows Server
Processes & Methodologies
1 31 (48.44%) Agile Software Development
2 29 (45.31%) MVC
3 25 (39.06%) E-Commerce
4 11 (17.19%) BDD
4 11 (17.19%) Continuous Integration
4 11 (17.19%) TDD
5 9 (14.06%) Scrum
6 7 (10.94%) Kanban
6 7 (10.94%) Software Engineering
6 7 (10.94%) Web Application Development
7 6 (9.38%) Web Development
8 5 (7.81%) DevOps
8 5 (7.81%) Machine Learning
8 5 (7.81%) Mentoring
8 5 (7.81%) Microservices
9 4 (6.25%) Analytics
9 4 (6.25%) Continuous Delivery
9 4 (6.25%) Don't repeat yourself (DRY)
9 4 (6.25%) SOLID
9 4 (6.25%) Test Automation
Programming Languages
1 41 (64.06%) SQL
2 28 (43.75%) C#
3 16 (25.00%) Java
3 16 (25.00%) Python
4 12 (18.75%) JavaScript
5 9 (14.06%) VB.NET
6 5 (7.81%) Scala
7 4 (6.25%) T-SQL
8 2 (3.13%) Ruby
8 2 (3.13%) TypeScript
9 1 (1.56%) Erlang
9 1 (1.56%) F#
9 1 (1.56%) Go
9 1 (1.56%) Groovy
9 1 (1.56%) Haskell
9 1 (1.56%) Java 8
9 1 (1.56%) MATLAB
9 1 (1.56%) PHP
9 1 (1.56%) R
9 1 (1.56%) VB
Qualifications
1 16 (25.00%) Degree
2 3 (4.69%) Computer Science Degree
3 1 (1.56%) PhD
Quality Assurance & Compliance
1 1 (1.56%) Data Quality
1 1 (1.56%) QA
System Software
1 2 (3.13%) Docker
2 1 (1.56%) Apache Flume
2 1 (1.56%) HDFS
Systems Management
1 3 (4.69%) Terraform
2 1 (1.56%) Grafana
2 1 (1.56%) Graylog
2 1 (1.56%) Kubernetes
2 1 (1.56%) Puppet
Vendors
1 8 (12.50%) Oracle
2 4 (6.25%) Hortonworks
2 4 (6.25%) SAP
3 3 (4.69%) Adobe
3 3 (4.69%) Cloudera
4 2 (3.13%) hybris
5 1 (1.56%) MapR
5 1 (1.56%) Microsoft
5 1 (1.56%) Red Hat
5 1 (1.56%) Tableau
5 1 (1.56%) Teradata