Period
to 25 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 25 May 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 13 75 90
Rank change year-on-year +62 +15 -9
Permanent jobs citing NoSQL 350 57 81
As % of all permanent IT jobs advertised in Glasgow 14.17% 2.88% 3.07%
As % of the Database & Business Intelligence category 34.97% 6.20% 8.00%
Number of salaries quoted 283 52 25
Glasgow median annual salary £50,000 £58,000 £47,500
Median salary % change year-on-year -13.79% +22.11% +11.76%
10th Percentile £37,500 £37,500 £34,325
90th Percentile £77,000 £71,125 £56,250
Scotland median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +18.75%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 1,001 920 1,012
As % of all permanent IT jobs advertised in Glasgow 40.53% 46.49% 38.30%
Number of salaries quoted 756 549 519
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +4.94%
10th Percentile £32,000 £28,950 £28,750
90th Percentile £72,500 £70,000 £65,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

NoSQL
Job Vacancy Trend in Glasgow

Job postings citing NoSQL as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for NoSQL in Glasgow

NoSQL
Salary Trend in Glasgow

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

Salary trend for NoSQL in Glasgow

NoSQL
Salary Histogram in Glasgow

The salary distribution of IT jobs citing NoSQL in Glasgow over the 6 months to 25 May 2018.

Salary histogram for NoSQL in Glasgow

For the 6 months to 25 May 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 Glasgow region with a requirement for NoSQL.

1 247 (70.57%) SQL
2 227 (64.86%) Python
3 193 (55.14%) Agile Software Development
4 166 (47.43%) Java
5 157 (44.86%) Finance
6 153 (43.71%) TDD
7 138 (39.43%) JavaScript
8 137 (39.14%) OO
9 134 (38.29%) BDD
10 120 (34.29%) PostgreSQL
11 117 (33.43%) Spring
12 111 (31.71%) Hibernate
13 109 (31.14%) SDLC
14 106 (30.29%) C#
14 106 (30.29%) HTML
15 103 (29.43%) .NET
16 101 (28.86%) ASP.NET
17 99 (28.29%) Git (software)
17 99 (28.29%) Collaborative Working
18 98 (28.00%) Ruby
19 97 (27.71%) Enterprise Software
20 95 (27.14%) AngularJS
21 94 (26.86%) ASP.NET MVC
21 94 (26.86%) MVC
22 89 (25.43%) Puppet
22 89 (25.43%) Hadoop
22 89 (25.43%) Docker
23 88 (25.14%) Ansible
23 88 (25.14%) Node.js
24 87 (24.86%) WCF

NoSQL
Co-occurring IT Skills in Glasgow 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 53 (15.14%) MQSeries
2 21 (6.00%) Tomcat
3 19 (5.43%) Jetty
4 16 (4.57%) JBoss
4 16 (4.57%) WebLogic
5 15 (4.29%) Apache Spark
5 15 (4.29%) Elasticsearch
6 5 (1.43%) WebSphere
7 1 (0.29%) nginx
7 1 (0.29%) OpenStack
7 1 (0.29%) SAS
7 1 (0.29%) Tornado
Cloud Services
1 57 (16.29%) Amazon AWS
2 35 (10.00%) Microsoft Azure
3 28 (8.00%) Amazon Kinesis
3 28 (8.00%) AWS CloudFormation
3 28 (8.00%) AWS Lambda
3 28 (8.00%) Serverless
4 19 (5.43%) Dynamics 365
4 19 (5.43%) npm
4 19 (5.43%) Office 365
5 7 (2.00%) Amazon SQS
5 7 (2.00%) Google Cloud Platform
6 4 (1.14%) Cloud Computing
7 3 (0.86%) GitHub
8 2 (0.57%) Force.com
Communications & Networking
1 7 (2.00%) HTTP
2 5 (1.43%) AMQP
3 3 (0.86%) Firewall
3 3 (0.86%) Internet
Database & Business Intelligence
1 120 (34.29%) PostgreSQL
2 89 (25.43%) Hadoop
3 80 (22.86%) Apache Cassandra
4 74 (21.14%) SQL Server
5 73 (20.86%) MySQL
6 67 (19.14%) Relational Database
7 63 (18.00%) MongoDB
8 60 (17.14%) SQL Server 2016
9 53 (15.14%) Bigtable
10 17 (4.86%) Couchbase
10 17 (4.86%) Redis
10 17 (4.86%) Riak
11 10 (2.86%) RDBMS
12 9 (2.57%) DB2
13 7 (2.00%) Big Data
13 7 (2.00%) Cosmos DB
13 7 (2.00%) CouchDB
13 7 (2.00%) Oracle Database
13 7 (2.00%) Oracle Database 12c
14 5 (1.43%) Blockchain
Development Applications
1 99 (28.29%) Git (software)
2 66 (18.86%) Maven
3 20 (5.71%) Cucumber
3 20 (5.71%) Selenium
4 19 (5.43%) Babel
4 19 (5.43%) Log4Net
4 19 (5.43%) NUnit
4 19 (5.43%) Rhino Mocks
4 19 (5.43%) webpack
5 18 (5.14%) Vagrant
6 17 (4.86%) FitNesse
7 14 (4.00%) JIRA
7 14 (4.00%) Team Foundation Server
8 13 (3.71%) JUnit
9 7 (2.00%) Oracle Forms
10 5 (1.43%) Mercurial
10 5 (1.43%) Subversion
11 4 (1.14%) Mockito
12 1 (0.29%) Gatling
12 1 (0.29%) JMeter
General
1 157 (44.86%) Finance
2 31 (8.86%) Advertising
3 20 (5.71%) Banking
4 2 (0.57%) Front Office
5 1 (0.29%) Games
Job Titles
1 215 (61.43%) Developer
2 100 (28.57%) Java Developer
3 84 (24.00%) .NET Developer
4 38 (10.86%) Python Developer
5 36 (10.29%) Software Engineer
6 21 (6.00%) Python Engineer
7 18 (5.14%) Senior Developer
8 17 (4.86%) Architect
9 16 (4.57%) Programmer
10 15 (4.29%) Java Engineer
10 15 (4.29%) Python Programmer
10 15 (4.29%) Senior Java Developer
10 15 (4.29%) Solutions Architect
11 14 (4.00%) Java Software Engineer
11 14 (4.00%) Technical Leader
12 13 (3.71%) Senior Python Developer
13 12 (3.43%) DevOps Engineer
14 11 (3.14%) Lead Developer
14 11 (3.14%) Python Software Engineer
15 8 (2.29%) UI Engineer
Libraries, Frameworks & Software Standards
1 117 (33.43%) Spring
2 111 (31.71%) Hibernate
3 106 (30.29%) HTML
4 103 (29.43%) .NET
5 101 (28.86%) ASP.NET
6 95 (27.14%) AngularJS
7 94 (26.86%) ASP.NET MVC
8 88 (25.14%) Node.js
9 87 (24.86%) WCF
10 86 (24.57%) ASP.NET Web API
11 72 (20.57%) XML
12 61 (17.43%) RESTful
13 60 (17.14%) ASP.NET MVC 5
14 53 (15.14%) Middleware
14 53 (15.14%) XML Schema
15 38 (10.86%) .NET Framework
15 38 (10.86%) Entity Framework
16 31 (8.86%) Code First Entity Framework
17 30 (8.57%) REST
18 28 (8.00%) SciPy
Miscellaneous
1 97 (27.71%) Enterprise Software
2 53 (15.14%) Virtual Team
3 28 (8.00%) Greenfield Project
4 20 (5.71%) Algorithms
5 14 (4.00%) User Experience
6 12 (3.43%) Computer Science
7 7 (2.00%) Mobile App
8 5 (1.43%) Client/Server
8 5 (1.43%) Data Structures
9 4 (1.14%) IVR
10 2 (0.57%) Internet of Things
11 1 (0.29%) Cloud Native
11 1 (0.29%) Derivative
11 1 (0.29%) Equities
11 1 (0.29%) Fintech
11 1 (0.29%) Fixed Income
11 1 (0.29%) Private Cloud
Operating Systems
1 20 (5.71%) Windows
2 16 (4.57%) Linux
3 7 (2.00%) Apple iOS
4 5 (1.43%) Unix
5 1 (0.29%) Mac OS
Processes & Methodologies
1 193 (55.14%) Agile Software Development
2 153 (43.71%) TDD
3 137 (39.14%) OO
4 134 (38.29%) BDD
5 109 (31.14%) SDLC
6 99 (28.29%) Collaborative Working
7 94 (26.86%) MVC
8 85 (24.29%) OOP
9 76 (21.71%) Continuous Integration
10 68 (19.43%) Unit Testing
11 66 (18.86%) Test Automation
12 61 (17.43%) System Testing
13 60 (17.14%) Web Application Development
14 54 (15.43%) Continuous Deployment
15 53 (15.14%) Complex Event Processing
15 53 (15.14%) Domain Models
15 53 (15.14%) Refactoring
16 46 (13.14%) Open Source
16 46 (13.14%) Software Engineering
17 43 (12.29%) Microservices
Programming Languages
1 247 (70.57%) SQL
2 227 (64.86%) Python
3 166 (47.43%) Java
4 138 (39.43%) JavaScript
5 106 (30.29%) C#
6 98 (28.00%) Ruby
7 80 (22.86%) PHP
8 53 (15.14%) XPath
9 28 (8.00%) C++
10 21 (6.00%) PL/SQL
11 20 (5.71%) Bash Shell
12 19 (5.43%) Clojure
13 18 (5.14%) Lisp
14 14 (4.00%) T-SQL
15 13 (3.71%) Java 8
16 7 (2.00%) Objective-C
17 2 (0.57%) Apex Code
17 2 (0.57%) R
17 2 (0.57%) Scala
18 1 (0.29%) Haskell
Qualifications
1 33 (9.43%) BPSS Clearance
2 8 (2.29%) Degree
Quality Assurance & Compliance
1 4 (1.14%) QA
System Software
1 89 (25.43%) Docker
2 4 (1.14%) VMware Infrastructure
3 2 (0.57%) VirtualBox
4 1 (0.29%) Apache ZooKeeper
4 1 (0.29%) LXC
4 1 (0.29%) OpenAM
Systems Management
1 89 (25.43%) Puppet
2 88 (25.14%) Ansible
3 23 (6.57%) Opscode Chef
4 17 (4.86%) Cobbler
5 1 (0.29%) Graphite
5 1 (0.29%) HAProxy
5 1 (0.29%) Kubernetes
5 1 (0.29%) logstash
Vendors
1 87 (24.86%) Oracle
2 31 (8.86%) Facebook
3 17 (4.86%) Google
4 15 (4.29%) Microsoft
5 13 (3.71%) Sybase
6 5 (1.43%) IBM
6 5 (1.43%) TIBCO
7 4 (1.14%) Informatica
7 4 (1.14%) VMware
8 1 (0.29%) SAP
8 1 (0.29%) Splunk