Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

NoSQL
North West > Manchester
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 51 98 92
Rank change year-on-year +47 -6 +89
Permanent jobs citing NoSQL 395 263 246
As % of all permanent IT jobs advertised in Manchester 5.40% 3.29% 3.28%
As % of the Database & Business Intelligence category 17.87% 9.90% 9.52%
Number of salaries quoted 342 214 234
Manchester median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £32,500 £32,875 £31,250
90th Percentile £77,450 £72,500 £71,375
North West median annual salary £50,000 £42,500 £47,500
% change year-on-year +17.65% -10.53% +5.56%

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 2,210 2,657 2,583
As % of all permanent IT jobs advertised in Manchester 30.20% 33.24% 34.47%
Number of salaries quoted 1,967 2,292 2,306
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,637 £27,500 £26,750
90th Percentile £72,500 £62,500 £61,250
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +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 15 November 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 15 November 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
Salford - 16 £50,000 -
Altrincham -22 7 £70,000 +64.71%
Stockport +15 6 £41,250 +20.44% 3
Sale -11 2 £42,500 -
Bolton +12 1 £30,500 -59.33% 1
Bury - 1 £45,000 - 1
Cheadle - 1 £40,000 -
NoSQL
North West

For the 6 months to 15 November 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.

1 258 (65.32%) Agile Software Development
2 164 (41.52%) Java
3 154 (38.99%) MongoDB
4 153 (38.73%) SQL
5 152 (38.48%) TDD
6 142 (35.95%) SQL Server
7 136 (34.43%) JavaScript
8 120 (30.38%) C#
9 117 (29.62%) .NET
9 117 (29.62%) Git (software)
10 111 (28.10%) MVC
11 103 (26.08%) Node.js
12 102 (25.82%) RESTful
13 100 (25.32%) Degree
14 96 (24.30%) HTML
15 94 (23.80%) CSS
16 93 (23.54%) Ruby
16 93 (23.54%) Amazon AWS
16 93 (23.54%) BDD
17 89 (22.53%) DevOps
18 87 (22.03%) ASP.NET Web API
19 86 (21.77%) Open Source
20 85 (21.52%) Python
21 82 (20.76%) ASP.NET
22 80 (20.25%) ASP.NET MVC
23 79 (20.00%) Web Application Development
24 78 (19.75%) Continuous Integration
25 71 (17.97%) Relational Database
26 69 (17.47%) Microsoft Azure
27 68 (17.22%) Software Engineering

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 38 (9.62%) Apache Spark
2 33 (8.35%) Apache
3 29 (7.34%) Elasticsearch
4 16 (4.05%) nginx
5 13 (3.29%) Apache Solr
5 13 (3.29%) Cloud Foundry
6 11 (2.78%) Adobe Experience Manager
7 6 (1.52%) BizTalk Server
8 5 (1.27%) Tomcat
9 4 (1.01%) Drupal
9 4 (1.01%) WordPress
10 3 (0.76%) CMS
10 3 (0.76%) JBoss
10 3 (0.76%) Jetty
10 3 (0.76%) WebLogic
10 3 (0.76%) WebSphere
11 2 (0.51%) Apache Pig
12 1 (0.25%) Confluence
12 1 (0.25%) SharePoint
12 1 (0.25%) WildFly
Applications
1 3 (0.76%) Microsoft Excel
Business Applications
1 1 (0.25%) Payment Gateway
Cloud Services
1 93 (23.54%) Amazon AWS
2 69 (17.47%) Microsoft Azure
3 50 (12.66%) Cloud Computing
4 26 (6.58%) Amazon EC2
4 26 (6.58%) Amazon EMR
4 26 (6.58%) GitHub
5 21 (5.32%) SaaS
6 8 (2.03%) Google Cloud Platform
7 6 (1.52%) Amazon ElastiCache
7 6 (1.52%) Azure Data Factory
7 6 (1.52%) IaaS
7 6 (1.52%) PaaS
8 5 (1.27%) AWS CloudFormation
9 1 (0.25%) Amazon Kinesis
9 1 (0.25%) Amazon SQS
9 1 (0.25%) AWS Lambda
9 1 (0.25%) OpenShift
9 1 (0.25%) Serverless
Communications & Networking
1 47 (11.90%) Internet
2 13 (3.29%) DNS
2 13 (3.29%) SSL
3 9 (2.28%) HTTP
3 9 (2.28%) TCP/IP
4 3 (0.76%) AMQP
5 1 (0.25%) Firewall
Database & Business Intelligence
1 154 (38.99%) MongoDB
2 142 (35.95%) SQL Server
3 71 (17.97%) Relational Database
4 67 (16.96%) MySQL
5 57 (14.43%) SQL Server 2016
6 53 (13.42%) Big Data
7 47 (11.90%) Hadoop
8 35 (8.86%) Amazon Redshift
9 31 (7.85%) Apache Cassandra
10 30 (7.59%) SQL Server Integration Services
11 28 (7.09%) PostgreSQL
12 27 (6.84%) Flink
12 27 (6.84%) SQL Server 2008
12 27 (6.84%) SQL Server 2012
13 26 (6.58%) Amazon Athena
14 25 (6.33%) OLTP
14 25 (6.33%) SQL Server 2014
15 21 (5.32%) Neo4j
15 21 (5.32%) Redis
16 16 (4.05%) RDBMS
Development Applications
1 117 (29.62%) Git (software)
2 36 (9.11%) JIRA
3 28 (7.09%) Jenkins
4 22 (5.57%) Maven
5 19 (4.81%) Gradle
6 15 (3.80%) Subversion
7 12 (3.04%) GitLab
8 10 (2.53%) Atlassian Bamboo
9 9 (2.28%) Selenium
10 8 (2.03%) Mercurial
11 7 (1.77%) Cucumber
11 7 (1.77%) JMeter
12 6 (1.52%) gulp
13 4 (1.01%) Hudson
13 4 (1.01%) LoadRunner
13 4 (1.01%) MSBuild
13 4 (1.01%) Octopus Deploy
13 4 (1.01%) Redmine
13 4 (1.01%) TeamCity
13 4 (1.01%) WATIR
General
1 37 (9.37%) Marketing
2 16 (4.05%) Games
3 14 (3.54%) Retail
4 13 (3.29%) Finance
5 5 (1.27%) Back Office
5 5 (1.27%) Banking
6 1 (0.25%) Advertising
6 1 (0.25%) Automotive
6 1 (0.25%) Legal
6 1 (0.25%) Manufacturing
Job Titles
1 202 (51.14%) Developer
2 90 (22.78%) .NET Developer
3 56 (14.18%) Java Developer
4 48 (12.15%) Architect
5 37 (9.37%) DBA
6 36 (9.11%) Software Engineer
7 32 (8.10%) Administrator
8 30 (7.59%) Data Engineer
9 29 (7.34%) SQL DBA
10 27 (6.84%) Senior Developer
11 22 (5.57%) Internet Developer
12 20 (5.06%) Social Media Developer
13 18 (4.56%) Big Data Engineer
13 18 (4.56%) Java Engineer
13 18 (4.56%) Java Software Engineer
13 18 (4.56%) Junior
13 18 (4.56%) Technical Architect
14 16 (4.05%) Java Architect
14 16 (4.05%) Junior Developer
14 16 (4.05%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 117 (29.62%) .NET
2 103 (26.08%) Node.js
3 102 (25.82%) RESTful
4 96 (24.30%) HTML
5 94 (23.80%) CSS
6 87 (22.03%) ASP.NET Web API
7 82 (20.76%) ASP.NET
8 80 (20.25%) ASP.NET MVC
9 66 (16.71%) .NET Core
9 66 (16.71%) AngularJS
10 64 (16.20%) React
11 53 (13.42%) Web Services
12 52 (13.16%) Kafka
13 43 (10.89%) WCF
14 33 (8.35%) HTML5
15 30 (7.59%) .NET Framework
15 30 (7.59%) Vue.js
16 29 (7.34%) Spring
17 26 (6.58%) CSS3
17 26 (6.58%) Spark Streaming
Miscellaneous
1 46 (11.65%) Computer Science
2 31 (7.85%) Greenfield Project
3 20 (5.06%) BBC
3 20 (5.06%) Social Media
4 18 (4.56%) Algorithms
5 17 (4.30%) Data Structures
5 17 (4.30%) User Experience
6 14 (3.54%) Internet of Things
7 12 (3.04%) Analytical Skills
8 8 (2.03%) Enterprise Software
8 8 (2.03%) Mobile App
9 6 (1.52%) Replication
9 6 (1.52%) Self-Motivation
10 5 (1.27%) Clustering
10 5 (1.27%) Data Centre
10 5 (1.27%) Fintech
10 5 (1.27%) Tandem
11 4 (1.01%) Cloud Native
11 4 (1.01%) Robotics
12 3 (0.76%) N-Tier
Operating Systems
1 40 (10.13%) Linux
2 8 (2.03%) Windows
3 7 (1.77%) CentOS
3 7 (1.77%) Red Hat Enterprise Linux
4 5 (1.27%) Windows Server 2008
5 3 (0.76%) Windows Server
6 2 (0.51%) Android
6 2 (0.51%) Apple iOS
6 2 (0.51%) Windows Server 2012
7 1 (0.25%) AIX
7 1 (0.25%) HPUX
7 1 (0.25%) Solaris
7 1 (0.25%) Unix
Processes & Methodologies
1 258 (65.32%) Agile Software Development
2 152 (38.48%) TDD
3 111 (28.10%) MVC
4 93 (23.54%) BDD
5 89 (22.53%) DevOps
6 86 (21.77%) Open Source
7 79 (20.00%) Web Application Development
8 78 (19.75%) Continuous Integration
9 68 (17.22%) Software Engineering
10 64 (16.20%) OO
11 59 (14.94%) Microservices
12 51 (12.91%) Data Modelling
13 43 (10.89%) Scrum
14 41 (10.38%) IT Strategy
15 38 (9.62%) Configuration Management
16 37 (9.37%) Test Automation
17 34 (8.61%) Data Engineering
17 34 (8.61%) SOA
18 32 (8.10%) Mathematics
19 31 (7.85%) Kanban
Programming Languages
1 164 (41.52%) Java
2 153 (38.73%) SQL
3 136 (34.43%) JavaScript
4 120 (30.38%) C#
5 93 (23.54%) Ruby
6 85 (21.52%) Python
7 42 (10.63%) Scala
8 32 (8.10%) T-SQL
9 31 (7.85%) PHP
10 16 (4.05%) Bash Shell
10 16 (4.05%) Go
11 11 (2.78%) C
12 9 (2.28%) Java 8
13 8 (2.03%) Shell Script
14 7 (1.77%) C++
14 7 (1.77%) R
15 6 (1.52%) Perl
15 6 (1.52%) TypeScript
16 4 (1.01%) Bourne shell
16 4 (1.01%) Korn
Qualifications
1 100 (25.32%) Degree
2 35 (8.86%) Computer Science Degree
3 26 (6.58%) Numerate Degree
4 25 (6.33%) Microsoft Certification
5 13 (3.29%) AWS Certification
6 5 (1.27%) PhD
7 4 (1.01%) Master's Degree
7 4 (1.01%) RHCE
7 4 (1.01%) RHCSA
8 1 (0.25%) CISSP
8 1 (0.25%) GCIA
8 1 (0.25%) GCIH
8 1 (0.25%) SANS
8 1 (0.25%) SC Cleared
8 1 (0.25%) Security Cleared
Quality Assurance & Compliance
1 26 (6.58%) QA
2 2 (0.51%) Web Application Security Consortium
System Software
1 47 (11.90%) Docker
2 14 (3.54%) Virtual Machines
3 8 (2.03%) Apache ZooKeeper
4 4 (1.01%) Active Directory
5 1 (0.25%) KVM
5 1 (0.25%) pfSense
Systems Management
1 29 (7.34%) Puppet
2 15 (3.80%) Opscode Chef
3 14 (3.54%) Ansible
3 14 (3.54%) Kubernetes
4 10 (2.53%) Terraform
5 9 (2.28%) Cobbler
6 5 (1.27%) Grafana
6 5 (1.27%) Prometheus
7 4 (1.01%) Consul
7 4 (1.01%) Docker Swarm
7 4 (1.01%) Graphite
7 4 (1.01%) Packer
8 1 (0.25%) ZABBIX
Vendors
1 49 (12.41%) Microsoft
2 34 (8.61%) Google
3 28 (7.09%) CA Agile Central
4 20 (5.06%) Apple
4 20 (5.06%) Facebook
4 20 (5.06%) Sony
4 20 (5.06%) Yahoo!
5 16 (4.05%) Oracle
6 11 (2.78%) Adobe
7 5 (1.27%) Red Hat
8 4 (1.01%) Blue Prism
8 4 (1.01%) Cloudera
8 4 (1.01%) Hortonworks
8 4 (1.01%) IBM
8 4 (1.01%) MapR
8 4 (1.01%) Teradata
8 4 (1.01%) VMware
9 3 (0.76%) Mapinfo
9 3 (0.76%) Splunk
9 3 (0.76%) Xamarin