Period
to 17 December 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Workflow skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Workflow over the 6 months to 17 December 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.

Workflow
Scotland > Glasgow
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 75 73 59
Rank change year-on-year -2 -14 +11
Contract jobs citing Workflow 47 20 28
As % of all contract IT jobs advertised in Glasgow 2.73% 1.60% 2.48%
As % of the Processes & Methodologies category 3.03% 1.81% 2.89%
Number of daily rates quoted 33 17 15
Glasgow median daily rate £425 £375 £335
Median daily rate % change year-on-year +13.33% +11.94% +3.08%
10th Percentile £332 £289 £304
90th Percentile £610 £525 £440
Scotland median daily rate £415 £350 £350
% change year-on-year +18.57% - -3.45%
Number of hourly rates quoted 1 0 0
Glasgow median hourly rate £17.50 - -
Scotland median hourly rate £17.50 - £46.13

Workflow 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 1,552 1,104 968
As % of all contract IT jobs advertised in Glasgow 90.08% 88.39% 85.66%
Number of daily rates quoted 921 618 489
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £255 £213
90th Percentile £538 £508 £463
Scotland median daily rate £400 £390 £368
% change year-on-year +2.56% +6.12% -2.00%
Number of hourly rates quoted 30 36 22
Glasgow median hourly rate £26.13 £24.00 £19.16
Median hourly rate % change year-on-year +8.85% +25.26% -15.78%
10th Percentile £13.00 £10.00 £10.00
90th Percentile £43.75 £34.13 £45.63
Scotland median hourly rate £25.00 £23.25 £21.00
% change year-on-year +7.53% +10.71% +7.64%

Workflow
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Workflow in Glasgow

Workflow
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Workflow in Glasgow

Workflow
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Workflow in Glasgow over the 6 months to 17 December 2018.

Contractor daily rate histogram for Workflow in Glasgow

Workflow
Contractor Hourly Rate Trend in Glasgow

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

Contractor hourly rate trend for Workflow in Glasgow

For the 6 months to 17 December 2018, IT contractor jobs citing Workflow 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 Workflow.

1 27 (57.45%) Agile Software Development
2 18 (38.30%) Migration
3 17 (36.17%) Data Migration
4 15 (31.91%) RESTful
5 14 (29.79%) Workflow Development
6 13 (27.66%) Scrum
6 13 (27.66%) Java
6 13 (27.66%) CRM
7 12 (25.53%) Microsoft
7 12 (25.53%) C#
8 11 (23.40%) Linux
8 11 (23.40%) Process Improvement
8 11 (23.40%) Degree
8 11 (23.40%) Computer Science
8 11 (23.40%) Software Engineering
8 11 (23.40%) Dynamics CRM
9 10 (21.28%) JavaScript
10 9 (19.15%) SharePoint
10 9 (19.15%) Spring
10 9 (19.15%) Spring Boot
10 9 (19.15%) Analytics
10 9 (19.15%) Jenkins
10 9 (19.15%) AngularJS
11 8 (17.02%) IaaS
11 8 (17.02%) Microservices
11 8 (17.02%) React
11 8 (17.02%) SQL Server Reporting Services
12 7 (14.89%) Benchmarking
12 7 (14.89%) Finance
12 7 (14.89%) Data Analysis

Workflow
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 9 (19.15%) SharePoint
2 4 (8.51%) Apache Qpid
3 2 (4.26%) Alfresco
4 1 (2.13%) Apache Airflow
4 1 (2.13%) Apache Spark
4 1 (2.13%) IIS
4 1 (2.13%) OpenStack
4 1 (2.13%) SharePoint 2010
4 1 (2.13%) SharePoint 2013
4 1 (2.13%) SharePoint Server
Applications
1 6 (12.77%) Microsoft Excel
2 5 (10.64%) Microsoft PowerPoint
3 1 (2.13%) InfoPath
3 1 (2.13%) Microsoft Office
3 1 (2.13%) MS Visio
Business Applications
1 11 (23.40%) Dynamics CRM
2 5 (10.64%) Workday HCM
Cloud Services
1 8 (17.02%) IaaS
2 6 (12.77%) Amazon AWS
3 2 (4.26%) AWS CloudFormation
3 2 (4.26%) Salesforce Service Cloud
4 1 (2.13%) Dynamics 365
4 1 (2.13%) Microsoft Azure
4 1 (2.13%) Office 365
Communications & Networking
1 4 (8.51%) NAS
2 1 (2.13%) Remote Desktop
Database & Business Intelligence
1 8 (17.02%) SQL Server Reporting Services
2 3 (6.38%) Big Data
3 2 (4.26%) MariaDB
3 2 (4.26%) Relational Database
3 2 (4.26%) SQL Server
4 1 (2.13%) Azkaban
4 1 (2.13%) BusinessObjects
4 1 (2.13%) Data Lake
4 1 (2.13%) Hadoop
4 1 (2.13%) HDInsight
4 1 (2.13%) MySQL
4 1 (2.13%) NoSQL
4 1 (2.13%) Power BI
4 1 (2.13%) SQL Server Analysis Services
4 1 (2.13%) SQL Server Integration Services
Development Applications
1 9 (19.15%) Jenkins
2 5 (10.64%) fastlane
2 5 (10.64%) Git (software)
2 5 (10.64%) Maven
3 2 (4.26%) Visual Studio
4 1 (2.13%) Team Foundation Server
General
1 7 (14.89%) Finance
2 1 (2.13%) Electronics
2 1 (2.13%) Manufacturing
2 1 (2.13%) Marketing
2 1 (2.13%) Telecoms
Job Titles
1 18 (38.30%) Developer
2 10 (21.28%) Analyst
3 9 (19.15%) Business Analyst
3 9 (19.15%) CRM Developer
4 8 (17.02%) Architect
4 8 (17.02%) Technical Architect
5 7 (14.89%) Senior Architect
5 7 (14.89%) Senior Technical Architect
6 6 (12.77%) Technical Analyst
6 6 (12.77%) Technical Business Analyst
7 5 (10.64%) iOS Developer
8 3 (6.38%) Agile Business Analyst
8 3 (6.38%) Consultant
8 3 (6.38%) Dynamics CRM Developer
8 3 (6.38%) Workday Consultant
9 2 (4.26%) Implementation Consultant
9 2 (4.26%) Microsoft Developer
9 2 (4.26%) Salesforce Developer
9 2 (4.26%) Workday Implementation Consultant
10 1 (2.13%) SQL Programmer
Libraries, Frameworks & Software Standards
1 15 (31.91%) RESTful
2 9 (19.15%) AngularJS
2 9 (19.15%) Spring
2 9 (19.15%) Spring Boot
3 8 (17.02%) React
4 6 (12.77%) SOAP
5 5 (10.64%) Core Data
5 5 (10.64%) JSON
5 5 (10.64%) Kafka
5 5 (10.64%) UIKit
6 4 (8.51%) RabbitMQ
6 4 (8.51%) REST
7 2 (4.26%) Web Services
8 1 (2.13%) .NET
8 1 (2.13%) CSS
8 1 (2.13%) jQuery
8 1 (2.13%) Spark Streaming
8 1 (2.13%) XML
8 1 (2.13%) XSLT
Miscellaneous
1 6 (12.77%) Analytical Skills
2 5 (10.64%) Analytical Mindset
2 5 (10.64%) Management Information System
2 5 (10.64%) Mobile App
3 3 (6.38%) Enterprise Software
4 1 (2.13%) Blog
4 1 (2.13%) User Experience
Operating Systems
1 11 (23.40%) Linux
2 6 (12.77%) Windows
3 5 (10.64%) Android
3 5 (10.64%) Apple iOS
4 1 (2.13%) Windows 7
4 1 (2.13%) Windows Server
4 1 (2.13%) Windows Server 2003
4 1 (2.13%) Windows Server 2008
4 1 (2.13%) Windows Server 2012
Processes & Methodologies
1 27 (57.45%) Agile Software Development
2 18 (38.30%) Migration
3 17 (36.17%) Data Migration
4 14 (29.79%) Workflow Development
5 13 (27.66%) CRM
5 13 (27.66%) Scrum
6 11 (23.40%) Computer Science
6 11 (23.40%) Process Improvement
6 11 (23.40%) Software Engineering
7 9 (19.15%) Analytics
8 8 (17.02%) Microservices
9 7 (14.89%) Benchmarking
9 7 (14.89%) Business Analysis
9 7 (14.89%) Data Analysis
9 7 (14.89%) Digital Transformation Programme
9 7 (14.89%) Post-Production
10 6 (12.77%) DevOps
10 6 (12.77%) User Stories
11 5 (10.64%) Android Development
11 5 (10.64%) iOS Development
Programming Languages
1 13 (27.66%) Java
2 12 (25.53%) C#
3 10 (21.28%) JavaScript
4 5 (10.64%) Apple Swift
4 5 (10.64%) Objective-C
4 5 (10.64%) Python
5 4 (8.51%) Perl
6 2 (4.26%) C++
6 2 (4.26%) SQL
7 1 (2.13%) Java 8
7 1 (2.13%) PowerShell
7 1 (2.13%) Scala
7 1 (2.13%) T-SQL
7 1 (2.13%) VBA
Qualifications
1 11 (23.40%) Degree
2 6 (12.77%) Computer Science Degree
3 5 (10.64%) Master's Degree
4 2 (4.26%) Security Cleared
5 1 (2.13%) BPSS Clearance
5 1 (2.13%) MCSE
5 1 (2.13%) Microsoft Certification
Quality Assurance & Compliance
1 7 (14.89%) QA
2 5 (10.64%) Data Quality
3 3 (6.38%) Disclosure Scotland
System Software
1 1 (2.13%) Active Directory
1 1 (2.13%) HDFS
Systems Management
1 6 (12.77%) Ansible
1 6 (12.77%) Puppet
2 4 (8.51%) Nagios
2 4 (8.51%) Opscode Chef
3 2 (4.26%) Terraform
Vendors
1 12 (25.53%) Microsoft
2 5 (10.64%) Apple
2 5 (10.64%) Workday
3 2 (4.26%) Salesforce.com
4 1 (2.13%) Nintex
4 1 (2.13%) SAP
4 1 (2.13%) Tableau
4 1 (2.13%) Twitter