Period
to 21 November 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 November 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 Nov 2018
Same period 2017 Same period 2016
Rank 92 67 75
Rank change year-on-year -25 +8 +42
Contract jobs citing NoSQL 64 78 93
As % of all contract IT jobs advertised in Manchester 2.04% 2.63% 2.64%
As % of the Database & Business Intelligence category 9.88% 11.49% 11.60%
Number of daily rates quoted 54 58 72
Manchester median daily rate £360 £418 £425
Median daily rate % change year-on-year -13.77% -1.76% -10.53%
10th Percentile £320 £314 £320
90th Percentile £579 £600 £574
North West median daily rate £375 £425 £428
% change year-on-year -11.76% -0.58% -12.31%
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 648 679 802
As % of all contract IT jobs advertised in Manchester 20.63% 22.91% 22.76%
Number of daily rates quoted 450 484 538
Manchester median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £300 £294 £242
90th Percentile £556 £575 £524
North West median daily rate £400 £400 £375
% change year-on-year - +6.67% -6.25%
Number of hourly rates quoted 4 2 6
Manchester median hourly rate £26.50 £18.85 £21.63
Median hourly rate % change year-on-year +40.62% -12.86% +13.82%
10th Percentile £13.68 £15.91 £13.94
90th Percentile £35.00 £22.30 £35.22
North West median hourly rate £29.50 £42.75 £35.75
% change year-on-year -30.99% +19.58% -10.63%

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 November 2018.

Contractor daily rate histogram for NoSQL in Manchester

For the 6 months to 21 November 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 49 (76.56%) SQL
2 41 (64.06%) .NET
3 39 (60.94%) C#
4 38 (59.38%) SQL Server
5 37 (57.81%) JIRA
6 35 (54.69%) E-Commerce
7 34 (53.13%) Agile Software Development
8 31 (48.44%) AccuRev
9 29 (45.31%) WinForms
10 28 (43.75%) WPF
11 27 (42.19%) Computer Science
11 27 (42.19%) Degree
11 27 (42.19%) MVC
12 24 (37.50%) VB.NET
13 23 (35.94%) WCF
14 21 (32.81%) SQL Server 2000
15 18 (28.13%) .NET Framework
16 17 (26.56%) RESTful
17 16 (25.00%) Web Services
18 13 (20.31%) Big Data
19 12 (18.75%) JavaScript
20 10 (15.63%) Java
21 9 (14.06%) Python
21 9 (14.06%) Web Application Development
21 9 (14.06%) MongoDB
21 9 (14.06%) Apache Cassandra
22 8 (12.50%) Hadoop
22 8 (12.50%) Git (software)
22 8 (12.50%) Software Engineering
23 7 (10.94%) ASP.NET

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 (7.81%) Apache Spark
2 4 (6.25%) Elasticsearch
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 2 (3.13%) Amazon AWS
1 2 (3.13%) Amazon EC2
1 2 (3.13%) Amazon EMR
1 2 (3.13%) Amazon Kinesis
1 2 (3.13%) Amazon S3
1 2 (3.13%) Microsoft Azure
1 2 (3.13%) Slack
2 1 (1.56%) PaaS
Database & Business Intelligence
1 38 (59.38%) SQL Server
2 21 (32.81%) SQL Server 2000
3 13 (20.31%) Big Data
4 9 (14.06%) Apache Cassandra
4 9 (14.06%) MongoDB
5 8 (12.50%) Hadoop
6 6 (9.38%) Apache Hive
7 4 (6.25%) HBase
7 4 (6.25%) MySQL
7 4 (6.25%) PostgreSQL
7 4 (6.25%) Relational Database
8 3 (4.69%) Impala
9 2 (3.13%) Amazon Athena
9 2 (3.13%) Amazon DynamoDB
9 2 (3.13%) Blockchain
9 2 (3.13%) Data Warehouse
9 2 (3.13%) DB2
9 2 (3.13%) Redis
9 2 (3.13%) SQL Server Integration Services
9 2 (3.13%) SQL Server Reporting Services
Development Applications
1 37 (57.81%) JIRA
2 31 (48.44%) AccuRev
3 8 (12.50%) 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%) GitLab
6 1 (1.56%) Jasmine
6 1 (1.56%) JUnit
6 1 (1.56%) Sonatype Nexus
6 1 (1.56%) TeamCity
General
1 3 (4.69%) Banking
1 3 (4.69%) Finance
2 1 (1.56%) Back Office
2 1 (1.56%) Games
2 1 (1.56%) Law
2 1 (1.56%) Marketing
Job Titles
1 52 (81.25%) Developer
2 28 (43.75%) C# Developer
3 23 (35.94%) .NET Developer
4 21 (32.81%) Software Developer
5 17 (26.56%) C# .NET Developer
6 16 (25.00%) C# Software Developer
7 13 (20.31%) C# VB.NET Developer
7 13 (20.31%) VB.NET Developer
8 8 (12.50%) .NET Software Developer
9 5 (7.81%) Data Engineer
9 5 (7.81%) SQL Developer
10 4 (6.25%) Desktop Support
10 4 (6.25%) Full Stack Developer
10 4 (6.25%) Python Developer
11 3 (4.69%) ASP.NET MVC Developer
11 3 (4.69%) Big Data Engineer
11 3 (4.69%) Hadoop Engineer
11 3 (4.69%) React Developer
11 3 (4.69%) Software Engineer
11 3 (4.69%) Web Developer
Libraries, Frameworks & Software Standards
1 41 (64.06%) .NET
2 29 (45.31%) WinForms
3 28 (43.75%) WPF
4 23 (35.94%) WCF
5 18 (28.13%) .NET Framework
6 17 (26.56%) RESTful
7 16 (25.00%) Web Services
8 7 (10.94%) ASP.NET
9 6 (9.38%) CSS
9 6 (9.38%) HTML
9 6 (9.38%) jQuery
9 6 (9.38%) Kafka
9 6 (9.38%) React
10 4 (6.25%) Spring
10 4 (6.25%) Spring Boot
11 3 (4.69%) ASP.NET MVC
11 3 (4.69%) JSON
11 3 (4.69%) Node.js
11 3 (4.69%) REST
11 3 (4.69%) Vue.js
Miscellaneous
1 27 (42.19%) Computer Science
2 2 (3.13%) Greenfield Project
3 1 (1.56%) Algorithms
3 1 (1.56%) Analytical Skills
3 1 (1.56%) Cloud Native
3 1 (1.56%) Fintech
3 1 (1.56%) Management Information System
3 1 (1.56%) Mobile App
3 1 (1.56%) N-Tier
3 1 (1.56%) Self-Motivation
3 1 (1.56%) Virtual Team
Operating Systems
1 4 (6.25%) Linux
2 1 (1.56%) CentOS
2 1 (1.56%) Red Hat Enterprise Linux
2 1 (1.56%) Windows
2 1 (1.56%) Windows Server
Processes & Methodologies
1 35 (54.69%) E-Commerce
2 34 (53.13%) Agile Software Development
3 27 (42.19%) MVC
4 9 (14.06%) Web Application Development
5 8 (12.50%) Software Engineering
6 6 (9.38%) BDD
6 6 (9.38%) Continuous Integration
6 6 (9.38%) TDD
6 6 (9.38%) Web Development
7 5 (7.81%) DevOps
7 5 (7.81%) ETL
7 5 (7.81%) Waterfall
8 4 (6.25%) Continuous Delivery
8 4 (6.25%) Front End Development
8 4 (6.25%) Mentoring
8 4 (6.25%) Microservices
8 4 (6.25%) Open Source
8 4 (6.25%) Problem-Solving
9 3 (4.69%) Scrum
9 3 (4.69%) Test Automation
Programming Languages
1 49 (76.56%) SQL
2 39 (60.94%) C#
3 24 (37.50%) VB.NET
4 12 (18.75%) JavaScript
5 10 (15.63%) Java
6 9 (14.06%) Python
7 5 (7.81%) Scala
8 3 (4.69%) T-SQL
9 2 (3.13%) TypeScript
10 1 (1.56%) Erlang
10 1 (1.56%) F#
10 1 (1.56%) Go
10 1 (1.56%) Haskell
10 1 (1.56%) MATLAB
10 1 (1.56%) PHP
10 1 (1.56%) R
10 1 (1.56%) Ruby
10 1 (1.56%) VB
Qualifications
1 27 (42.19%) 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 4 (6.25%) Terraform
2 2 (3.13%) Puppet
3 1 (1.56%) Ansible
3 1 (1.56%) Grafana
3 1 (1.56%) Graylog
3 1 (1.56%) Kubernetes
Vendors
1 5 (7.81%) Hortonworks
2 4 (6.25%) Cloudera
3 3 (4.69%) Adobe
4 2 (3.13%) hybris
4 2 (3.13%) MapR
4 2 (3.13%) Oracle
4 2 (3.13%) Red Hat
4 2 (3.13%) Teradata
5 1 (1.56%) Black Duck
5 1 (1.56%) Microsoft
5 1 (1.56%) SAP
5 1 (1.56%) Tableau