Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 30 54 70
Rank change year-on-year +24 +16 +25
Permanent jobs citing NoSQL 185 111 75
As % of all permanent IT jobs advertised in Glasgow 8.60% 4.84% 3.39%
As % of the Database & Business Intelligence category 21.29% 12.59% 8.74%
Number of salaries quoted 161 49 31
Glasgow median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £37,500 £37,500 £32,500
90th Percentile £65,000 £71,250 £70,000
Scotland median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +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 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 869 882 858
As % of all permanent IT jobs advertised in Glasgow 40.40% 38.48% 38.75%
Number of salaries quoted 650 511 397
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +1.19%
10th Percentile £32,500 £31,500 £28,900
90th Percentile £65,000 £70,000 £61,250
Scotland median annual salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76% +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 14 November 2018.

Salary histogram for NoSQL in Glasgow

For the 6 months to 14 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 Glasgow region with a requirement for NoSQL.

1 142 (76.76%) SQL
2 126 (68.11%) OO
3 125 (67.57%) Python
4 120 (64.86%) Java
5 109 (58.92%) Finance
6 106 (57.30%) Agile Software Development
7 102 (55.14%) PostgreSQL
8 89 (48.11%) TDD
9 84 (45.41%) OOP
10 76 (41.08%) Relational Database
11 74 (40.00%) BDD
11 74 (40.00%) JavaScript
12 73 (39.46%) SDLC
13 69 (37.30%) Spring
14 68 (36.76%) AngularJS
15 67 (36.22%) HTML
16 62 (33.51%) Collaborative Working
17 61 (32.97%) Hibernate
17 61 (32.97%) Docker
18 60 (32.43%) Hadoop
19 59 (31.89%) Apache Cassandra
19 59 (31.89%) Test Automation
19 59 (31.89%) XML
20 58 (31.35%) Oracle
20 58 (31.35%) Maven
21 57 (30.81%) Enterprise Software
22 56 (30.27%) Continuous Integration
22 56 (30.27%) MySQL
23 54 (29.19%) System Testing
23 54 (29.19%) Puppet

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 51 (27.57%) MQSeries
2 7 (3.78%) Apache Spark
3 5 (2.70%) JBoss
3 5 (2.70%) Jetty
3 5 (2.70%) Tomcat
3 5 (2.70%) WebLogic
4 4 (2.16%) WebSphere
5 2 (1.08%) Cloud Foundry
5 2 (1.08%) GemFire
5 2 (1.08%) Oracle SOA Suite
6 1 (0.54%) Apache
6 1 (0.54%) Drupal
Applications
1 1 (0.54%) Microsoft Office
Cloud Services
1 25 (13.51%) Microsoft Azure
2 17 (9.19%) Amazon AWS
3 5 (2.70%) GitHub
4 4 (2.16%) Dynamics 365
4 4 (2.16%) Google Cloud Platform
4 4 (2.16%) npm
4 4 (2.16%) Office 365
5 3 (1.62%) Amazon SQS
6 2 (1.08%) Amazon Kinesis
6 2 (1.08%) AWS CloudFormation
6 2 (1.08%) AWS Lambda
6 2 (1.08%) Serverless
7 1 (0.54%) Amazon EC2
7 1 (0.54%) Cloud Computing
Communications & Networking
1 7 (3.78%) AMQP
2 3 (1.62%) HTTP
Database & Business Intelligence
1 102 (55.14%) PostgreSQL
2 76 (41.08%) Relational Database
3 60 (32.43%) Hadoop
4 59 (31.89%) Apache Cassandra
5 56 (30.27%) MySQL
6 51 (27.57%) Bigtable
7 25 (13.51%) MongoDB
8 21 (11.35%) Big Data
9 20 (10.81%) SQL Server
10 19 (10.27%) RDBMS
11 14 (7.57%) SQL Server 2016
12 5 (2.70%) Couchbase
13 4 (2.16%) Redis
14 3 (1.62%) Apache Hive
14 3 (1.62%) Cosmos DB
14 3 (1.62%) CouchDB
14 3 (1.62%) DB2
14 3 (1.62%) Riak
15 2 (1.08%) Data Lake
15 2 (1.08%) Data Warehouse
Development Applications
1 58 (31.35%) Maven
2 31 (16.76%) Git (software)
3 9 (4.86%) Jenkins
4 8 (4.32%) Subversion
5 7 (3.78%) Cucumber
5 7 (3.78%) JUnit
5 7 (3.78%) Selenium
6 4 (2.16%) Babel
6 4 (2.16%) JIRA
6 4 (2.16%) Log4Net
6 4 (2.16%) NUnit
6 4 (2.16%) Rhino Mocks
6 4 (2.16%) Vagrant
6 4 (2.16%) webpack
7 3 (1.62%) FitNesse
7 3 (1.62%) Team Foundation Server
8 2 (1.08%) Eclipse
8 2 (1.08%) FindBugs
8 2 (1.08%) IntelliJ
9 1 (0.54%) Oracle Forms
General
1 109 (58.92%) Finance
2 7 (3.78%) Advertising
3 2 (1.08%) Banking
4 1 (0.54%) Games
4 1 (0.54%) Local Government
Job Titles
1 85 (45.95%) Developer
2 51 (27.57%) Python Engineer
3 43 (23.24%) Java Developer
4 32 (17.30%) Java Engineer
5 24 (12.97%) Technical Leader
6 21 (11.35%) .NET Developer
7 16 (8.65%) Software Engineer
8 7 (3.78%) Backend Developer
9 6 (3.24%) Software Developer
10 5 (2.70%) Java Software Engineer
10 5 (2.70%) Python Developer
10 5 (2.70%) Python Software Engineer
11 4 (2.16%) Architect
11 4 (2.16%) Development Engineer
11 4 (2.16%) Full Stack Developer
12 3 (1.62%) C# Developer
12 3 (1.62%) Lead Developer
12 3 (1.62%) Senior Software Engineer
13 2 (1.08%) Senior .NET Developer
13 2 (1.08%) Senior Developer
Libraries, Frameworks & Software Standards
1 69 (37.30%) Spring
2 68 (36.76%) AngularJS
3 67 (36.22%) HTML
4 61 (32.97%) Hibernate
5 59 (31.89%) XML
6 52 (28.11%) Middleware
7 51 (27.57%) XML Schema
8 30 (16.22%) Node.js
9 29 (15.68%) .NET
10 24 (12.97%) ASP.NET
11 23 (12.43%) RESTful
12 21 (11.35%) ASP.NET MVC
12 21 (11.35%) ASP.NET Web API
13 20 (10.81%) WCF
14 16 (8.65%) React
15 14 (7.57%) ASP.NET MVC 5
16 12 (6.49%) HTML5
17 10 (5.41%) .NET Framework
17 10 (5.41%) Entity Framework
18 9 (4.86%) Kafka
Miscellaneous
1 57 (30.81%) Enterprise Software
2 51 (27.57%) Virtual Team
3 14 (7.57%) Computer Science
4 11 (5.95%) Greenfield Project
5 9 (4.86%) Analytical Skills
6 4 (2.16%) Equity Derivative
6 4 (2.16%) Reference Data
6 4 (2.16%) Self-Motivation
7 2 (1.08%) Algorithms
7 2 (1.08%) Cloud Native
7 2 (1.08%) Mainframe
7 2 (1.08%) User Experience
8 1 (0.54%) Data Structures
8 1 (0.54%) Mobile App
Operating Systems
1 12 (6.49%) Linux
2 9 (4.86%) Unix
3 4 (2.16%) Windows
4 1 (0.54%) Apple iOS
Processes & Methodologies
1 126 (68.11%) OO
2 106 (57.30%) Agile Software Development
3 89 (48.11%) TDD
4 84 (45.41%) OOP
5 74 (40.00%) BDD
6 73 (39.46%) SDLC
7 62 (33.51%) Collaborative Working
8 59 (31.89%) Test Automation
9 56 (30.27%) Continuous Integration
10 54 (29.19%) System Testing
11 53 (28.65%) Refactoring
12 51 (27.57%) Complex Event Processing
12 51 (27.57%) Continuous Deployment
12 51 (27.57%) Domain Models
12 51 (27.57%) Unit Testing
13 32 (17.30%) Software Engineering
14 28 (15.14%) OOA/OOD
15 24 (12.97%) MVC
16 23 (12.43%) Microservices
17 17 (9.19%) Open Source
Programming Languages
1 142 (76.76%) SQL
2 125 (67.57%) Python
3 120 (64.86%) Java
4 74 (40.00%) JavaScript
5 51 (27.57%) PHP
5 51 (27.57%) XPath
6 50 (27.03%) C#
7 47 (25.41%) Ruby
8 33 (17.84%) C++
9 8 (4.32%) Scala
10 7 (3.78%) Java 8
11 6 (3.24%) PL/SQL
12 5 (2.70%) Bash Shell
13 4 (2.16%) TypeScript
14 3 (1.62%) C
14 3 (1.62%) T-SQL
15 2 (1.08%) Clojure
15 2 (1.08%) Lisp
15 2 (1.08%) Shell Script
16 1 (0.54%) R
Qualifications
1 7 (3.78%) BPSS Clearance
2 3 (1.62%) Degree
3 1 (0.54%) Computer Science Degree
Quality Assurance & Compliance
1 5 (2.70%) QA
System Software
1 61 (32.97%) Docker
2 3 (1.62%) HDFS
3 1 (0.54%) LXC
3 1 (0.54%) OpenAM
3 1 (0.54%) VirtualBox
Systems Management
1 54 (29.19%) Puppet
2 53 (28.65%) Ansible
3 4 (2.16%) Kubernetes
3 4 (2.16%) Opscode Chef
4 3 (1.62%) Cobbler
5 1 (0.54%) Graphite
Vendors
1 58 (31.35%) Oracle
2 8 (4.32%) IBM
3 7 (3.78%) Facebook
4 6 (3.24%) Microsoft
5 4 (2.16%) Cognizant
5 4 (2.16%) TIBCO
6 3 (1.62%) Google
6 3 (1.62%) Informatica
6 3 (1.62%) Sybase
7 2 (1.08%) Cloudera
7 2 (1.08%) Salesforce.com
7 2 (1.08%) SAP
8 1 (0.54%) Sencha