Period
to 17 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

NoSQL
Scotland > Glasgow
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 36 35 76
Rank change year-on-year -1 +41 +12
Permanent jobs citing NoSQL 154 157 50
As % of all permanent IT jobs advertised in Glasgow 7.77% 7.16% 2.63%
As % of the Database & Business Intelligence category 19.01% 19.60% 6.68%
Number of salaries quoted 132 89 32
Glasgow median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +12.50%
10th Percentile £37,500 £37,500 £32,625
90th Percentile £65,000 £73,750 £70,000
Scotland median annual salary £50,000 £50,000 £46,250
% change year-on-year - +8.11% +8.82%

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 810 801 748
As % of all permanent IT jobs advertised in Glasgow 40.87% 36.53% 39.35%
Number of salaries quoted 597 505 417
Glasgow median annual salary £47,000 £47,500 £45,000
Median salary % change year-on-year -1.05% +5.56% +10.43%
10th Percentile £32,500 £31,500 £31,250
90th Percentile £65,000 £63,250 £61,250
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

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 January 2019.

Salary histogram for NoSQL in Glasgow

For the 6 months to 17 January 2019, 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.

1 127 (82.47%) SQL
2 113 (73.38%) OO
3 112 (72.73%) Python
4 111 (72.08%) Java
5 96 (62.34%) Finance
6 89 (57.79%) Agile Software Development
7 88 (57.14%) PostgreSQL
8 73 (47.40%) OOP
8 73 (47.40%) Relational Database
9 66 (42.86%) SDLC
10 65 (42.21%) TDD
11 60 (38.96%) JavaScript
12 57 (37.01%) AngularJS
13 56 (36.36%) Hadoop
14 55 (35.71%) BDD
15 54 (35.06%) Spring
16 53 (34.42%) HTML
16 53 (34.42%) Docker
17 51 (33.12%) Oracle
18 50 (32.47%) MySQL
19 49 (31.82%) Maven
19 49 (31.82%) Apache Cassandra
20 48 (31.17%) Test Automation
20 48 (31.17%) Hibernate
21 47 (30.52%) XML
21 47 (30.52%) Middleware
21 47 (30.52%) Continuous Integration
22 45 (29.22%) PHP
22 45 (29.22%) Refactoring
23 44 (28.57%) Collaborative Working

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 43 (27.92%) MQSeries
2 12 (7.79%) Apache Spark
3 4 (2.60%) Apache
4 2 (1.30%) Cloud Foundry
4 2 (1.30%) Oracle SOA Suite
5 1 (0.65%) Drupal
5 1 (0.65%) Elasticsearch
5 1 (0.65%) JBoss
5 1 (0.65%) Jetty
5 1 (0.65%) Tomcat
5 1 (0.65%) WebLogic
5 1 (0.65%) WebSphere
Applications
1 1 (0.65%) Microsoft Office
Cloud Services
1 25 (16.23%) Microsoft Azure
2 17 (11.04%) Amazon AWS
3 6 (3.90%) Google Cloud Platform
4 5 (3.25%) GitHub
5 3 (1.95%) Amazon SQS
6 2 (1.30%) SaaS
7 1 (0.65%) Amazon EC2
7 1 (0.65%) Amazon EMR
7 1 (0.65%) Amazon S3
7 1 (0.65%) Cloud Computing
Communications & Networking
1 8 (5.19%) AMQP
2 3 (1.95%) HTTP
Database & Business Intelligence
1 88 (57.14%) PostgreSQL
2 73 (47.40%) Relational Database
3 56 (36.36%) Hadoop
4 50 (32.47%) MySQL
5 49 (31.82%) Apache Cassandra
6 43 (27.92%) Bigtable
7 29 (18.83%) Big Data
8 25 (16.23%) RDBMS
9 19 (12.34%) MongoDB
10 6 (3.90%) Data Warehouse
10 6 (3.90%) SQL Server
11 5 (3.25%) Apache Hive
12 3 (1.95%) Cosmos DB
12 3 (1.95%) CouchDB
12 3 (1.95%) Impala
13 2 (1.30%) Data Lake
13 2 (1.30%) Data Mining
13 2 (1.30%) HBase
13 2 (1.30%) Parquet
14 1 (0.65%) Redis
Development Applications
1 49 (31.82%) Maven
2 15 (9.74%) Git (software)
3 8 (5.19%) Jenkins
3 8 (5.19%) Subversion
4 4 (2.60%) JUnit
5 2 (1.30%) Cucumber
5 2 (1.30%) Eclipse
5 2 (1.30%) FindBugs
5 2 (1.30%) IntelliJ
5 2 (1.30%) JIRA
5 2 (1.30%) Selenium
5 2 (1.30%) Visual Studio
6 1 (0.65%) Artifactory
6 1 (0.65%) Gradle
6 1 (0.65%) Oracle Forms
6 1 (0.65%) Sonatype Nexus
6 1 (0.65%) Team Foundation Server
6 1 (0.65%) TeamCity
General
1 96 (62.34%) Finance
2 3 (1.95%) Banking
3 1 (0.65%) Games
3 1 (0.65%) Legal
3 1 (0.65%) Local Government
Job Titles
1 63 (40.91%) Developer
2 47 (30.52%) Python Engineer
3 37 (24.03%) Java Developer
4 27 (17.53%) Java Engineer
5 18 (11.69%) Technical Leader
6 13 (8.44%) Software Developer
7 11 (7.14%) Software Engineer
8 8 (5.19%) Python Developer
9 7 (4.55%) Architect
10 5 (3.25%) Backend Developer
11 4 (2.60%) Development Engineer
11 4 (2.60%) Lead Developer
11 4 (2.60%) Python Software Engineer
11 4 (2.60%) Senior Software Engineer
12 3 (1.95%) .NET Developer
12 3 (1.95%) Full Stack Developer
12 3 (1.95%) Java Software Engineer
12 3 (1.95%) Lead Software Developer
12 3 (1.95%) PHP Developer
12 3 (1.95%) Solutions Architect
Libraries, Frameworks & Software Standards
1 57 (37.01%) AngularJS
2 54 (35.06%) Spring
3 53 (34.42%) HTML
4 48 (31.17%) Hibernate
5 47 (30.52%) Middleware
5 47 (30.52%) XML
6 43 (27.92%) XML Schema
7 14 (9.09%) Node.js
8 12 (7.79%) Kafka
9 11 (7.14%) React
10 10 (6.49%) HTML5
11 9 (5.84%) Web Services
12 8 (5.19%) .NET
12 8 (5.19%) RESTful
13 7 (4.55%) REST
14 6 (3.90%) Ajax
15 5 (3.25%) Spring MVC
16 4 (2.60%) .NET Framework
16 4 (2.60%) ASP.NET
16 4 (2.60%) RabbitMQ
Miscellaneous
1 43 (27.92%) Virtual Team
2 42 (27.27%) Enterprise Software
3 8 (5.19%) Greenfield Project
4 7 (4.55%) Analytical Skills
5 4 (2.60%) Equity Derivative
5 4 (2.60%) Reference Data
6 3 (1.95%) User Experience
7 2 (1.30%) Algorithms
7 2 (1.30%) Cloud Native
7 2 (1.30%) Mainframe
7 2 (1.30%) Self-Motivation
8 1 (0.65%) Data Structures
8 1 (0.65%) Public Cloud
Operating Systems
1 12 (7.79%) Unix
2 11 (7.14%) Linux
Processes & Methodologies
1 113 (73.38%) OO
2 89 (57.79%) Agile Software Development
3 73 (47.40%) OOP
4 66 (42.86%) SDLC
5 65 (42.21%) TDD
6 55 (35.71%) BDD
7 48 (31.17%) Test Automation
8 47 (30.52%) Continuous Integration
9 45 (29.22%) Refactoring
10 44 (28.57%) Collaborative Working
11 43 (27.92%) Complex Event Processing
11 43 (27.92%) Continuous Deployment
11 43 (27.92%) Domain Models
11 43 (27.92%) System Testing
11 43 (27.92%) Unit Testing
12 29 (18.83%) OOA/OOD
12 29 (18.83%) Software Engineering
13 21 (13.64%) Analytics
14 16 (10.39%) SOA
15 15 (9.74%) DevOps
Programming Languages
1 127 (82.47%) SQL
2 112 (72.73%) Python
3 111 (72.08%) Java
4 60 (38.96%) JavaScript
5 45 (29.22%) PHP
6 43 (27.92%) XPath
7 33 (21.43%) C++
8 31 (20.13%) C#
9 25 (16.23%) Ruby
10 11 (7.14%) Scala
11 5 (3.25%) Java 8
12 4 (2.60%) C
13 3 (1.95%) PL/SQL
13 3 (1.95%) R
13 3 (1.95%) TypeScript
14 2 (1.30%) Shell Script
15 1 (0.65%) Bash Shell
15 1 (0.65%) Go
Qualifications
1 3 (1.95%) Degree
2 1 (0.65%) Computer Science Degree
Quality Assurance & Compliance
1 4 (2.60%) QA
2 2 (1.30%) Data Quality
3 1 (0.65%) GDPR
3 1 (0.65%) ISO/IEC 27001
System Software
1 53 (34.42%) Docker
2 4 (2.60%) HDFS
3 1 (0.65%) Apache Flume
Systems Management
1 42 (27.27%) Ansible
1 42 (27.27%) Puppet
2 8 (5.19%) Kubernetes
3 1 (0.65%) Hadoop YARN
Vendors
1 51 (33.12%) Oracle
2 5 (3.25%) Google
2 5 (3.25%) IBM
3 4 (2.60%) Cognizant
4 3 (1.95%) Cloudera
4 3 (1.95%) SAP
5 2 (1.30%) Salesforce.com
6 1 (0.65%) Hortonworks
6 1 (0.65%) Microsoft
6 1 (0.65%) Sencha
6 1 (0.65%) TIBCO