Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for NoSQL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited NoSQL over the 6 months to 17 August 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 77 108 116
Rank change year-on-year +31 +8 +92
Permanent jobs citing NoSQL 282 233 172
As % of all permanent IT jobs advertised in Manchester 3.85% 2.86% 2.42%
As % of the Database & Business Intelligence category 11.99% 8.35% 7.58%
Number of salaries quoted 251 209 163
Manchester median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +16.36%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £72,500 £75,000 £66,250
North West median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

NoSQL is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2,351 2,790 2,268
As % of all permanent IT jobs advertised in Manchester 32.10% 34.22% 31.86%
Number of salaries quoted 2,082 2,416 2,023
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £27,500 £27,500 £26,750
90th Percentile £67,500 £62,500 £58,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing NoSQL in Manchester.

Salary trend for NoSQL in Manchester

NoSQL
Salary Histogram in Manchester

The salary distribution of IT jobs citing NoSQL in Manchester over the 6 months to 17 August 2018.

Salary histogram for NoSQL in Manchester

NoSQL
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing NoSQL within the Manchester region over the 6 months to 17 August 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport +8 13 £41,250 +26.92% 4
Sale - 8 £42,500 - 1
Altrincham -11 4 £70,000 +75.00% 2
Wigan - 3 £35,000 -
Cheadle - 2 £35,000 -
Salford - 2 £52,500 - 1
Bolton +5 1 £30,500 -59.33%
Bury - 1 £32,500 -
NoSQL
North West

For the 6 months to 17 August 2018, IT 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 permanent job ads across the Manchester region with a requirement for NoSQL.

1 165 (58.51%) Agile Software Development
2 117 (41.49%) SQL
3 115 (40.78%) Java
4 107 (37.94%) JavaScript
5 94 (33.33%) MongoDB
6 90 (31.91%) RESTful
6 90 (31.91%) TDD
7 89 (31.56%) Git (software)
8 86 (30.50%) SQL Server
9 84 (29.79%) HTML
10 79 (28.01%) CSS
10 79 (28.01%) MVC
11 77 (27.30%) Ruby
12 75 (26.60%) Degree
13 74 (26.24%) C#
14 72 (25.53%) .NET
14 72 (25.53%) Continuous Integration
15 68 (24.11%) OO
16 66 (23.40%) Node.js
17 63 (22.34%) Amazon AWS
18 59 (20.92%) DevOps
19 57 (20.21%) BDD
20 55 (19.50%) Python
21 53 (18.79%) MySQL
21 53 (18.79%) Software Engineering
22 52 (18.44%) Test Automation
22 52 (18.44%) AngularJS
23 51 (18.09%) ASP.NET Web API
23 51 (18.09%) React
23 51 (18.09%) 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 29 (10.28%) Elasticsearch
2 13 (4.61%) Cloud Foundry
3 10 (3.55%) Apache Solr
4 8 (2.84%) CMS
4 8 (2.84%) nginx
5 7 (2.48%) Apache
6 6 (2.13%) Adobe Experience Manager
6 6 (2.13%) Apache Spark
6 6 (2.13%) BizTalk Server
7 3 (1.06%) JBoss
7 3 (1.06%) Tomcat
7 3 (1.06%) WebSphere
8 2 (0.71%) Confluence
8 2 (0.71%) Drupal
8 2 (0.71%) Jetty
8 2 (0.71%) WebLogic
8 2 (0.71%) WordPress
9 1 (0.35%) Apache Pig
9 1 (0.35%) WildFly
Applications
1 5 (1.77%) Microsoft Excel
2 1 (0.35%) Adobe Creative Suite
2 1 (0.35%) Photoshop
Cloud Services
1 63 (22.34%) Amazon AWS
2 44 (15.60%) Microsoft Azure
3 24 (8.51%) Cloud Computing
4 19 (6.74%) SaaS
5 18 (6.38%) GitHub
6 16 (5.67%) Amazon ElastiCache
7 9 (3.19%) Google Cloud Platform
8 6 (2.13%) Azure Data Factory
8 6 (2.13%) IaaS
8 6 (2.13%) PaaS
9 4 (1.42%) AWS CloudFormation
10 1 (0.35%) Amazon Kinesis
10 1 (0.35%) Amazon SQS
10 1 (0.35%) AWS Lambda
10 1 (0.35%) npm
10 1 (0.35%) Serverless
Communications & Networking
1 28 (9.93%) HTTP
2 22 (7.80%) Internet
3 13 (4.61%) SSL
4 11 (3.90%) DNS
5 10 (3.55%) TCP/IP
6 1 (0.35%) AMQP
Database & Business Intelligence
1 94 (33.33%) MongoDB
2 86 (30.50%) SQL Server
3 53 (18.79%) MySQL
4 40 (14.18%) Relational Database
5 36 (12.77%) SQL Server 2016
6 28 (9.93%) Redis
7 27 (9.57%) PostgreSQL
8 23 (8.16%) Neo4j
9 22 (7.80%) Apache Cassandra
9 22 (7.80%) Data Warehouse
10 19 (6.74%) Big Data
11 18 (6.38%) SQL Server 2008
11 18 (6.38%) SQL Server 2012
11 18 (6.38%) SQL Server Integration Services
12 17 (6.03%) RDBMS
13 15 (5.32%) Hadoop
14 14 (4.96%) OLTP
15 13 (4.61%) SQL Server 2014
16 11 (3.90%) Amazon DynamoDB
17 9 (3.19%) Amazon RDS
Development Applications
1 89 (31.56%) Git (software)
2 19 (6.74%) Subversion
3 17 (6.03%) Mercurial
4 12 (4.26%) Jenkins
5 9 (3.19%) JIRA
5 9 (3.19%) Selenium
6 7 (2.48%) GitLab
7 6 (2.13%) Cucumber
7 6 (2.13%) gulp
7 6 (2.13%) JMeter
8 4 (1.42%) Atlassian Bamboo
8 4 (1.42%) Codeception
8 4 (1.42%) Hudson
8 4 (1.42%) Maven
8 4 (1.42%) Mocha
8 4 (1.42%) MSBuild
8 4 (1.42%) Octopus Deploy
8 4 (1.42%) TeamCity
9 3 (1.06%) Redmine
9 3 (1.06%) WATIR
General
1 22 (7.80%) Finance
2 15 (5.32%) Games
2 15 (5.32%) Retail
3 14 (4.96%) Marketing
4 4 (1.42%) Banking
5 2 (0.71%) Back Office
6 1 (0.35%) Legal
Job Titles
1 143 (50.71%) Developer
2 55 (19.50%) Architect
3 53 (18.79%) .NET Developer
4 39 (13.83%) Java Developer
5 28 (9.93%) DBA
6 25 (8.87%) Senior Developer
7 23 (8.16%) SQL DBA
8 21 (7.45%) Java Architect
9 20 (7.09%) Technical Architect
10 19 (6.74%) Software Engineer
11 16 (5.67%) Administrator
11 16 (5.67%) Senior Software Engineer
12 15 (5.32%) Java Technical Architect
13 14 (4.96%) Full Stack Developer
13 14 (4.96%) Java Engineer
13 14 (4.96%) Java Software Engineer
13 14 (4.96%) PHP Architect
13 14 (4.96%) Senior Architect
13 14 (4.96%) Solutions Architect
14 13 (4.61%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 90 (31.91%) RESTful
2 84 (29.79%) HTML
3 79 (28.01%) CSS
4 72 (25.53%) .NET
5 66 (23.40%) Node.js
6 52 (18.44%) AngularJS
7 51 (18.09%) ASP.NET
7 51 (18.09%) ASP.NET Web API
7 51 (18.09%) React
8 50 (17.73%) Web Services
9 47 (16.67%) ASP.NET MVC
10 40 (14.18%) HTML5
11 35 (12.41%) CSS3
12 30 (10.64%) WCF
13 29 (10.28%) XML
14 27 (9.57%) JSON
14 27 (9.57%) REST
15 26 (9.22%) .NET Core
15 26 (9.22%) Spring
16 23 (8.16%) Spring Boot
Miscellaneous
1 33 (11.70%) Computer Science
2 26 (9.22%) Algorithms
3 22 (7.80%) Data Structures
4 14 (4.96%) Greenfield Project
5 13 (4.61%) Enterprise Software
6 11 (3.90%) Analytical Skills
6 11 (3.90%) Distributed Denial-of-Service
6 11 (3.90%) User Experience
7 8 (2.84%) BBC
7 8 (2.84%) Social Media
7 8 (2.84%) Social Network
8 7 (2.48%) Replication
9 6 (2.13%) Clustering
9 6 (2.13%) Tandem
10 4 (1.42%) Fintech
10 4 (1.42%) Internet of Things
10 4 (1.42%) Robotics
11 3 (1.06%) Cloud Native
11 3 (1.06%) Virtual Team
12 1 (0.35%) Self-Motivation
Operating Systems
1 27 (9.57%) Linux
2 11 (3.90%) Windows
3 6 (2.13%) Apple iOS
3 6 (2.13%) Windows Server
4 5 (1.77%) Windows Server 2008
4 5 (1.77%) Windows Server 2012
5 3 (1.06%) CentOS
6 2 (0.71%) Android
6 2 (0.71%) Red Hat Enterprise Linux
7 1 (0.35%) AIX
7 1 (0.35%) HPUX
7 1 (0.35%) Solaris
7 1 (0.35%) Unix
Processes & Methodologies
1 165 (58.51%) Agile Software Development
2 90 (31.91%) TDD
3 79 (28.01%) MVC
4 72 (25.53%) Continuous Integration
5 68 (24.11%) OO
6 59 (20.92%) DevOps
7 57 (20.21%) BDD
8 53 (18.79%) Software Engineering
9 52 (18.44%) Test Automation
10 50 (17.73%) Scrum
11 49 (17.38%) Microservices
12 47 (16.67%) SOA
13 45 (15.96%) Web Application Development
14 42 (14.89%) Open Source
15 27 (9.57%) OOP
16 25 (8.87%) Deployment Automation
16 25 (8.87%) IT Strategy
16 25 (8.87%) SDLC
17 24 (8.51%) Data Science
18 23 (8.16%) Kanban
Programming Languages
1 117 (41.49%) SQL
2 115 (40.78%) Java
3 107 (37.94%) JavaScript
4 77 (27.30%) Ruby
5 74 (26.24%) C#
6 55 (19.50%) Python
7 38 (13.48%) PHP
8 19 (6.74%) Go
8 19 (6.74%) T-SQL
9 13 (4.61%) Bash Shell
10 11 (3.90%) C
11 10 (3.55%) Scala
12 9 (3.19%) ES6
13 8 (2.84%) Perl
14 7 (2.48%) R
14 7 (2.48%) Shell Script
15 6 (2.13%) Java 8
16 5 (1.77%) C++
17 4 (1.42%) Bourne shell
17 4 (1.42%) Korn
Qualifications
1 75 (26.60%) Degree
2 23 (8.16%) Computer Science Degree
3 13 (4.61%) Microsoft Certification
4 7 (2.48%) AWS Certification
4 7 (2.48%) Master's Degree
5 3 (1.06%) PhD
5 3 (1.06%) SAFe Agilist
6 1 (0.35%) CISSP
6 1 (0.35%) GCIA
6 1 (0.35%) GCIH
6 1 (0.35%) SANS
6 1 (0.35%) SC Cleared
6 1 (0.35%) Security Cleared
6 1 (0.35%) Sun Certification
Quality Assurance & Compliance
1 22 (7.80%) QA
2 6 (2.13%) Web Application Security Consortium
3 3 (1.06%) GCP
System Software
1 35 (12.41%) Docker
2 14 (4.96%) Virtual Machines
3 7 (2.48%) Apache ZooKeeper
4 4 (1.42%) Active Directory
Systems Management
1 21 (7.45%) Puppet
2 13 (4.61%) Opscode Chef
3 9 (3.19%) Cobbler
4 7 (2.48%) Ansible
5 4 (1.42%) Terraform
Vendors
1 33 (11.70%) Microsoft
2 24 (8.51%) Google
3 8 (2.84%) Apple
3 8 (2.84%) Facebook
3 8 (2.84%) Sony
3 8 (2.84%) Yahoo!
4 7 (2.48%) Adobe
5 6 (2.13%) Xamarin
6 5 (1.77%) Cognos
6 5 (1.77%) Mapinfo
6 5 (1.77%) Oracle
7 4 (1.42%) Blue Prism
7 4 (1.42%) VMware
8 2 (0.71%) IBM
8 2 (0.71%) Splunk
9 1 (0.35%) ArcSight
9 1 (0.35%) Percona
9 1 (0.35%) Red Hat
9 1 (0.35%) Sun
9 1 (0.35%) TIBCO