Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 14 72 99
Rank change year-on-year +58 +27 -13
Permanent jobs citing NoSQL 338 76 75
As % of all permanent IT jobs advertised in Glasgow 13.78% 3.44% 2.88%
As % of the Database & Business Intelligence category 33.50% 7.50% 7.43%
Number of salaries quoted 281 56 22
Glasgow median annual salary £50,000 £57,500 £47,500
Median salary % change year-on-year -13.04% +21.05% -13.64%
10th Percentile £37,500 £37,500 £34,363
90th Percentile £77,500 £71,250 £56,250
Scotland median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +11.76%

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 1,009 1,013 1,010
As % of all permanent IT jobs advertised in Glasgow 41.13% 45.82% 38.77%
Number of salaries quoted 758 580 482
Glasgow median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £32,500 £28,750 £28,500
90th Percentile £71,250 £71,250 £64,750
Scotland median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +7.50%

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 17 July 2018.

Salary histogram for NoSQL in Glasgow

For the 6 months to 17 July 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.

1 241 (71.30%) SQL
2 215 (63.61%) Python
3 179 (52.96%) Agile Software Development
4 161 (47.63%) Java
5 154 (45.56%) Finance
6 150 (44.38%) TDD
7 145 (42.90%) OO
8 134 (39.64%) JavaScript
9 132 (39.05%) BDD
10 124 (36.69%) PostgreSQL
11 108 (31.95%) Spring
11 108 (31.95%) C#
12 105 (31.07%) SDLC
13 103 (30.47%) HTML
13 103 (30.47%) Hibernate
14 102 (30.18%) Collaborative Working
15 101 (29.88%) .NET
16 97 (28.70%) Ruby
16 97 (28.70%) AngularJS
17 96 (28.40%) ASP.NET
18 93 (27.51%) OOP
19 92 (27.22%) MVC
19 92 (27.22%) ASP.NET MVC
20 91 (26.92%) Git (software)
20 91 (26.92%) Enterprise Software
21 85 (25.15%) Node.js
22 84 (24.85%) Oracle
23 83 (24.56%) Puppet
23 83 (24.56%) Apache Cassandra
23 83 (24.56%) Docker

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 59 (17.46%) MQSeries
2 17 (5.03%) Tomcat
3 16 (4.73%) Jetty
4 14 (4.14%) Apache Spark
4 14 (4.14%) Elasticsearch
5 13 (3.85%) JBoss
5 13 (3.85%) WebLogic
6 4 (1.18%) WebSphere
7 2 (0.59%) GemFire
8 1 (0.30%) nginx
8 1 (0.30%) OpenStack
8 1 (0.30%) SAS
8 1 (0.30%) Tornado
Cloud Services
1 53 (15.68%) Amazon AWS
2 38 (11.24%) Microsoft Azure
3 27 (7.99%) Amazon Kinesis
3 27 (7.99%) AWS CloudFormation
3 27 (7.99%) AWS Lambda
3 27 (7.99%) Serverless
4 20 (5.92%) Dynamics 365
4 20 (5.92%) npm
4 20 (5.92%) Office 365
5 4 (1.18%) Amazon SQS
5 4 (1.18%) Cloud Computing
6 3 (0.89%) Google Cloud Platform
7 2 (0.59%) Force.com
7 2 (0.59%) GitHub
Communications & Networking
1 4 (1.18%) AMQP
1 4 (1.18%) HTTP
2 3 (0.89%) Firewall
3 2 (0.59%) Internet
Database & Business Intelligence
1 124 (36.69%) PostgreSQL
2 83 (24.56%) Apache Cassandra
3 79 (23.37%) Hadoop
4 73 (21.60%) SQL Server
5 72 (21.30%) Relational Database
6 66 (19.53%) MySQL
7 59 (17.46%) Bigtable
8 56 (16.57%) SQL Server 2016
9 51 (15.09%) MongoDB
10 14 (4.14%) Couchbase
10 14 (4.14%) Redis
11 13 (3.85%) Riak
12 9 (2.66%) RDBMS
13 8 (2.37%) DB2
14 6 (1.78%) Big Data
15 5 (1.48%) Oracle Database
15 5 (1.48%) Oracle Database 12c
16 4 (1.18%) Cosmos DB
16 4 (1.18%) CouchDB
17 1 (0.30%) Lumira
Development Applications
1 91 (26.92%) Git (software)
2 66 (19.53%) Maven
3 20 (5.92%) Babel
3 20 (5.92%) Log4Net
3 20 (5.92%) NUnit
3 20 (5.92%) Rhino Mocks
3 20 (5.92%) webpack
4 19 (5.62%) Cucumber
4 19 (5.62%) Selenium
5 15 (4.44%) JIRA
5 15 (4.44%) Team Foundation Server
6 14 (4.14%) Vagrant
7 13 (3.85%) FitNesse
8 12 (3.55%) JUnit
9 5 (1.48%) Oracle Forms
10 4 (1.18%) Mercurial
10 4 (1.18%) Subversion
11 2 (0.59%) Jenkins
11 2 (0.59%) Mockito
12 1 (0.30%) Gatling
General
1 154 (45.56%) Finance
2 27 (7.99%) Advertising
3 12 (3.55%) Banking
4 2 (0.59%) Front Office
5 1 (0.30%) Games
Job Titles
1 195 (57.69%) Developer
2 84 (24.85%) Java Developer
3 80 (23.67%) .NET Developer
4 37 (10.95%) Software Engineer
5 36 (10.65%) Python Developer
6 24 (7.10%) Python Engineer
7 21 (6.21%) Java Engineer
8 20 (5.92%) Technical Leader
9 17 (5.03%) Architect
9 17 (5.03%) Senior Developer
10 16 (4.73%) Programmer
11 15 (4.44%) Python Programmer
11 15 (4.44%) Senior Java Developer
11 15 (4.44%) Solutions Architect
12 13 (3.85%) Java Software Engineer
12 13 (3.85%) Senior Python Developer
13 12 (3.55%) DevOps Engineer
14 8 (2.37%) Lead Developer
14 8 (2.37%) Python Software Engineer
14 8 (2.37%) UI Engineer
Libraries, Frameworks & Software Standards
1 108 (31.95%) Spring
2 103 (30.47%) Hibernate
2 103 (30.47%) HTML
3 101 (29.88%) .NET
4 97 (28.70%) AngularJS
5 96 (28.40%) ASP.NET
6 92 (27.22%) ASP.NET MVC
7 85 (25.15%) Node.js
8 80 (23.67%) ASP.NET Web API
8 80 (23.67%) WCF
9 79 (23.37%) XML
10 59 (17.46%) Middleware
10 59 (17.46%) XML Schema
11 58 (17.16%) RESTful
12 56 (16.57%) ASP.NET MVC 5
13 31 (9.17%) .NET Framework
13 31 (9.17%) Entity Framework
14 28 (8.28%) React
15 27 (7.99%) scikit-learn
15 27 (7.99%) SciPy
Miscellaneous
1 91 (26.92%) Enterprise Software
2 59 (17.46%) Virtual Team
3 22 (6.51%) Greenfield Project
4 16 (4.73%) Algorithms
5 15 (4.44%) Computer Science
6 13 (3.85%) User Experience
7 6 (1.78%) Mobile App
8 4 (1.18%) Data Structures
8 4 (1.18%) IVR
9 2 (0.59%) Analytical Skills
9 2 (0.59%) Self-Motivation
10 1 (0.30%) Cloud Native
10 1 (0.30%) Derivative
10 1 (0.30%) Fintech
10 1 (0.30%) Fixed Income
10 1 (0.30%) Internet of Things
10 1 (0.30%) Private Cloud
Operating Systems
1 21 (6.21%) Windows
2 14 (4.14%) Linux
3 6 (1.78%) Apple iOS
4 3 (0.89%) Unix
5 1 (0.30%) Mac OS
Processes & Methodologies
1 179 (52.96%) Agile Software Development
2 150 (44.38%) TDD
3 145 (42.90%) OO
4 132 (39.05%) BDD
5 105 (31.07%) SDLC
6 102 (30.18%) Collaborative Working
7 93 (27.51%) OOP
8 92 (27.22%) MVC
9 77 (22.78%) Continuous Integration
10 72 (21.30%) Test Automation
11 70 (20.71%) Unit Testing
12 66 (19.53%) System Testing
13 60 (17.75%) Continuous Deployment
14 59 (17.46%) Complex Event Processing
14 59 (17.46%) Domain Models
14 59 (17.46%) Refactoring
15 56 (16.57%) Web Application Development
16 50 (14.79%) Open Source
17 48 (14.20%) Microservices
17 48 (14.20%) Software Engineering
Programming Languages
1 241 (71.30%) SQL
2 215 (63.61%) Python
3 161 (47.63%) Java
4 134 (39.64%) JavaScript
5 108 (31.95%) C#
6 97 (28.70%) Ruby
7 78 (23.08%) PHP
8 59 (17.46%) XPath
9 33 (9.76%) C++
10 20 (5.92%) PL/SQL
11 19 (5.62%) Clojure
12 18 (5.33%) Lisp
13 17 (5.03%) Bash Shell
14 15 (4.44%) T-SQL
15 13 (3.85%) Java 8
16 6 (1.78%) Objective-C
17 3 (0.89%) Scala
18 2 (0.59%) Apex Code
18 2 (0.59%) R
18 2 (0.59%) TypeScript
Qualifications
1 35 (10.36%) BPSS Clearance
2 7 (2.07%) Degree
Quality Assurance & Compliance
1 3 (0.89%) QA
System Software
1 83 (24.56%) Docker
2 4 (1.18%) VMware Infrastructure
3 2 (0.59%) VirtualBox
4 1 (0.30%) Apache ZooKeeper
4 1 (0.30%) LXC
4 1 (0.30%) OpenAM
Systems Management
1 83 (24.56%) Puppet
2 81 (23.96%) Ansible
3 19 (5.62%) Opscode Chef
4 13 (3.85%) Cobbler
5 1 (0.30%) Graphite
5 1 (0.30%) HAProxy
5 1 (0.30%) Kubernetes
5 1 (0.30%) logstash
Vendors
1 84 (24.85%) Oracle
2 27 (7.99%) Facebook
3 18 (5.33%) Microsoft
4 13 (3.85%) Google
5 10 (2.96%) Sybase
6 4 (1.18%) IBM
6 4 (1.18%) TIBCO
6 4 (1.18%) VMware
7 3 (0.89%) Informatica
8 1 (0.30%) SAP
8 1 (0.30%) Splunk