Period
to 25 September 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 25 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
Scotland > Glasgow
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 24 52 64
Rank change year-on-year +28 +12 -2
Contract jobs citing Analytics 115 49 32
As % of all contract IT jobs advertised in Glasgow 6.69% 3.52% 2.49%
As % of the Processes & Methodologies category 7.56% 4.04% 2.94%
Number of daily rates quoted 49 22 11
Glasgow median daily rate £438 £400 £400
Median daily rate % change year-on-year +9.38% - +23.08%
10th Percentile £156 £301 £275
90th Percentile £558 £600 £525
Scotland median daily rate £400 £400 £400
Number of hourly rates quoted 1 7 0
Glasgow median hourly rate £32.50 £24.00 -
Median hourly rate % change year-on-year +35.42% - -
Scotland median hourly rate £37.75 £24.00 £41.00
% change year-on-year +57.29% -41.46% -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,522 1,214 1,090
As % of all contract IT jobs advertised in Glasgow 88.54% 87.21% 84.96%
Number of daily rates quoted 870 640 605
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £256 £263 £219
90th Percentile £538 £500 £451
Scotland median daily rate £400 £388 £360
% change year-on-year +3.23% +7.64% -4.00%
Number of hourly rates quoted 33 29 15
Glasgow median hourly rate £17.50 £24.00 £14.00
Median hourly rate % change year-on-year -27.08% +71.43% -48.98%
10th Percentile £10.75 £10.00 £9.25
90th Percentile £35.20 £33.30 £44.65
Scotland median hourly rate £24.55 £26.25 £34.50
% change year-on-year -6.48% -23.91% +64.29%

Analytics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Glasgow.

Contractor daily rate trend for Analytics in Glasgow

Analytics
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Analytics in Glasgow over the 6 months to 25 September 2018.

Contractor daily rate histogram for Analytics in Glasgow

Analytics
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Glasgow.

Contractor hourly rate trend for Analytics in Glasgow

For the 6 months to 25 September 2018, IT contractor jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Analytics.

1 39 (33.91%) Java
2 35 (30.43%) SQL
3 34 (29.57%) Microsoft
3 34 (29.57%) Agile Software Development
4 29 (25.22%) Degree
5 27 (23.48%) Microsoft Azure
6 26 (22.61%) Cybersecurity
7 23 (20.00%) Scala
7 23 (20.00%) Software Engineering
7 23 (20.00%) Computer Science
7 23 (20.00%) Finance
7 23 (20.00%) Business Intelligence
8 22 (19.13%) Hadoop
9 21 (18.26%) Big Data
9 21 (18.26%) Enterprise Software
9 21 (18.26%) Analytical Skills
10 20 (17.39%) Data Analytics
10 20 (17.39%) Games
11 19 (16.52%) Tableau
12 18 (15.65%) Visualisation
12 18 (15.65%) Java 8
13 17 (14.78%) Continuous Integration
14 16 (13.91%) Data Modelling
15 15 (13.04%) JavaScript
15 15 (13.04%) Spring
15 15 (13.04%) Kafka
16 13 (11.30%) AngularJS
16 13 (11.30%) Linux
16 13 (11.30%) JIRA
17 12 (10.43%) Git (software)

Analytics
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 12 (10.43%) Apache Spark
1 12 (10.43%) SharePoint
2 9 (7.83%) MS Exchange
3 4 (3.48%) CMS
3 4 (3.48%) Elasticsearch
4 3 (2.61%) Apache
4 3 (2.61%) Confluence
4 3 (2.61%) Exchange Server 2010
4 3 (2.61%) WordPress
5 2 (1.74%) Drupal
5 2 (1.74%) MODX
5 2 (1.74%) nginx
6 1 (0.87%) Apache Airflow
6 1 (0.87%) Cloud Foundry
6 1 (0.87%) GemFire
6 1 (0.87%) SAS
6 1 (0.87%) Tomcat
Applications
1 5 (4.35%) Microsoft Excel
2 3 (2.61%) Microsoft PowerPoint
3 1 (0.87%) Microsoft Project
Business Applications
1 8 (6.96%) Workday HCM
2 4 (3.48%) Dynamics CRM
3 1 (0.87%) Dynamics AX
Cloud Services
1 27 (23.48%) Microsoft Azure
2 10 (8.70%) Dynamics 365
3 9 (7.83%) Azure Data Factory
3 9 (7.83%) PaaS
4 5 (4.35%) Amazon AWS
4 5 (4.35%) Office 365
5 3 (2.61%) Adobe Analytics
5 3 (2.61%) Akamai
5 3 (2.61%) Cloud Computing
5 3 (2.61%) Google Analytics
5 3 (2.61%) Google Tag Manager
6 2 (1.74%) Mailgun
6 2 (1.74%) npm
6 2 (1.74%) Yarn
7 1 (0.87%) Firebase
Communications & Networking
1 8 (6.96%) Firewall
2 6 (5.22%) Skype
3 2 (1.74%) DNS
3 2 (1.74%) HTTP
4 1 (0.87%) Internet
Database & Business Intelligence
1 22 (19.13%) Hadoop
2 21 (18.26%) Big Data
3 11 (9.57%) Power BI
3 11 (9.57%) SQL Server Reporting Services
4 10 (8.70%) Data Lake
4 10 (8.70%) Data Warehouse
4 10 (8.70%) HDInsight
4 10 (8.70%) Impala
4 10 (8.70%) SQL Server Analysis Services
4 10 (8.70%) SQL Server Integration Services
5 9 (7.83%) Azure SQL Database
5 9 (7.83%) Microsoft Analysis Services
5 9 (7.83%) NoSQL
5 9 (7.83%) SQL Server
6 8 (6.96%) BusinessObjects
7 6 (5.22%) Electronic Patient Records
7 6 (5.22%) QlikView
8 5 (4.35%) Oracle Database
8 5 (4.35%) Oracle Database 12c
9 4 (3.48%) Relational Database
Development Applications
1 13 (11.30%) JIRA
2 12 (10.43%) Git (software)
3 6 (5.22%) Jenkins
4 5 (4.35%) Oracle Forms
5 4 (3.48%) JUnit
6 3 (2.61%) Bitbucket
6 3 (2.61%) Maven
6 3 (2.61%) Subversion
7 2 (1.74%) FitNesse
7 2 (1.74%) Grunt
7 2 (1.74%) Karma Test Runner
8 1 (0.87%) Ant
8 1 (0.87%) CocoaPods
8 1 (0.87%) Concordion
8 1 (0.87%) Cucumber
8 1 (0.87%) Selenium
8 1 (0.87%) Xcode
General
1 23 (20.00%) Finance
2 20 (17.39%) Games
3 4 (3.48%) Banking
3 4 (3.48%) Marketing
4 2 (1.74%) Legal
5 1 (0.87%) Electronics
5 1 (0.87%) Financial Institution
5 1 (0.87%) Investment Banking
5 1 (0.87%) Law
5 1 (0.87%) Manufacturing
5 1 (0.87%) Private Banking
5 1 (0.87%) Telecoms
Job Titles
1 40 (34.78%) Developer
2 20 (17.39%) Analyst
3 16 (13.91%) Architect
4 15 (13.04%) Java Developer
5 11 (9.57%) Software Engineer
6 9 (7.83%) ETL Developer
6 9 (7.83%) Scala Software Engineer
6 9 (7.83%) Security Architect
7 8 (6.96%) Designer
8 7 (6.09%) Solutions Architect
9 6 (5.22%) DevOps Engineer
9 6 (5.22%) Network Engineer
10 5 (4.35%) Consultant
10 5 (4.35%) Data Analyst
11 4 (3.48%) Solutions Designer
11 4 (3.48%) Transformation Analyst
12 3 (2.61%) Agile Developer
12 3 (2.61%) Scala Developer
12 3 (2.61%) Workday Analyst
12 3 (2.61%) Workday Consultant
Libraries, Frameworks & Software Standards
1 15 (13.04%) Kafka
1 15 (13.04%) Spring
2 13 (11.30%) AngularJS
3 12 (10.43%) REST
4 11 (9.57%) Akka
5 10 (8.70%) HTML
6 9 (7.83%) CSS
6 9 (7.83%) Hibernate
6 9 (7.83%) JPA
6 9 (7.83%) JSON
6 9 (7.83%) SOAP
7 8 (6.96%) RESTful
8 6 (5.22%) Web Services
9 5 (4.35%) Spring Boot
10 4 (3.48%) Elastic Stack
10 4 (3.48%) Node.js
11 3 (2.61%) LAMP
11 3 (2.61%) React
12 2 (1.74%) Highcharts JS
12 2 (1.74%) Semantic HTML
Miscellaneous
1 23 (20.00%) Computer Science
2 21 (18.26%) Analytical Skills
2 21 (18.26%) Enterprise Software
3 8 (6.96%) Analytical Mindset
4 6 (5.22%) e-Health
4 6 (5.22%) LIMS
4 6 (5.22%) Linux Command Line
4 6 (5.22%) PACS
5 5 (4.35%) IVR
6 3 (2.61%) Cyberthreat
6 3 (2.61%) Public Cloud
6 3 (2.61%) Self-Motivation
6 3 (2.61%) User Experience
7 2 (1.74%) Management Information System
7 2 (1.74%) Security Operations Centre
8 1 (0.87%) Blog
8 1 (0.87%) Data Structures
8 1 (0.87%) Greenfield Project
Operating Systems
1 13 (11.30%) Linux
2 12 (10.43%) Unix
3 3 (2.61%) Windows
3 3 (2.61%) Windows Server
4 2 (1.74%) CentOS
4 2 (1.74%) Red Hat Enterprise Linux
5 1 (0.87%) Android
5 1 (0.87%) Apple iOS
Processes & Methodologies
1 34 (29.57%) Agile Software Development
2 26 (22.61%) Cybersecurity
3 23 (20.00%) Business Intelligence
3 23 (20.00%) Software Engineering
4 20 (17.39%) Data Analytics
5 18 (15.65%) Visualisation
6 17 (14.78%) Continuous Integration
7 16 (13.91%) Data Modelling
8 12 (10.43%) Data Governance
8 12 (10.43%) E-Discovery
8 12 (10.43%) ETL
8 12 (10.43%) Problem-Solving
9 11 (9.57%) Machine Learning
10 10 (8.70%) MapReduce
10 10 (8.70%) Test Automation
10 10 (8.70%) Web Development
11 9 (7.83%) CRM
11 9 (7.83%) Kanban
11 9 (7.83%) Unit Testing
11 9 (7.83%) Workflow
Programming Languages
1 39 (33.91%) Java
2 35 (30.43%) SQL
3 23 (20.00%) Scala
4 18 (15.65%) Java 8
5 15 (13.04%) JavaScript
6 12 (10.43%) Python
7 9 (7.83%) T-SQL
8 5 (4.35%) PL/SQL
9 4 (3.48%) PowerShell
9 4 (3.48%) Shell Script
10 3 (2.61%) C#
10 3 (2.61%) PHP
11 2 (1.74%) Bash Shell
11 2 (1.74%) Ruby
12 1 (0.87%) C++
12 1 (0.87%) ES6
12 1 (0.87%) Jython
12 1 (0.87%) Objective-C
12 1 (0.87%) Perl
12 1 (0.87%) X++
Qualifications
1 29 (25.22%) Degree
2 11 (9.57%) Computer Science Degree
3 3 (2.61%) BPSS Clearance
3 3 (2.61%) MCSA
3 3 (2.61%) MCSE
3 3 (2.61%) Microsoft Certification
3 3 (2.61%) Security Cleared
4 1 (0.87%) BC Cleared
4 1 (0.87%) DBS Check
4 1 (0.87%) SC Cleared
Quality Assurance & Compliance
1 6 (5.22%) HL7
1 6 (5.22%) QA
2 3 (2.61%) Data Quality
3 2 (1.74%) Cyber Essentials
3 2 (1.74%) ISO/IEC 27001
4 1 (0.87%) Disclosure Scotland
4 1 (0.87%) P3O
4 1 (0.87%) PMO
System Software
1 3 (2.61%) Active Directory
2 2 (1.74%) Postfix
3 1 (0.87%) HDFS
Systems Management
1 8 (6.96%) Ansible
2 4 (3.48%) Kibana
2 4 (3.48%) Opscode Chef
2 4 (3.48%) Puppet
3 3 (2.61%) logstash
4 2 (1.74%) Cobbler
4 2 (1.74%) Fail2ban
4 2 (1.74%) HAProxy
4 2 (1.74%) Terraform
Vendors
1 34 (29.57%) Microsoft
2 19 (16.52%) Tableau
3 12 (10.43%) Oracle
4 9 (7.83%) Splunk
5 8 (6.96%) Workday
6 5 (4.35%) Adobe
7 4 (3.48%) Google
8 3 (2.61%) Citrix
8 3 (2.61%) MicroStrategy
9 2 (1.74%) Lets Encrypt
9 2 (1.74%) Omniture
9 2 (1.74%) Red Hat
10 1 (0.87%) Alteryx
10 1 (0.87%) Apple
10 1 (0.87%) Cloudera
10 1 (0.87%) Cognos
10 1 (0.87%) IBM
10 1 (0.87%) Perforce
10 1 (0.87%) SAP
10 1 (0.87%) Sencha