Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Workflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Workflow over the 6 months to 26 July 2017 with a comparison to the same period in the previous 2 years.

Workflow
UK > Scotland
6 months to
26 Jul 2017		 Same period 2016 Same period 2015
Rank 156 157 123
Rank change year-on-year +1 -34 -20
Permanent jobs citing Workflow 67 82 123
As % of all permanent IT jobs advertised in Scotland 1.27% 1.41% 1.94%
As % of the Processes & Methodologies category 1.40% 1.55% 2.15%
Number of salaries quoted 27 42 47
Scotland median annual salary £35,000 £48,750 £50,000
Median salary % change year-on-year -28.21% -2.50% +25.00%
10th Percentile £22,500 £27,500 £35,750
90th Percentile £53,500 £70,000 £56,750
UK median annual salary £49,155 £50,000 £50,000
% change year-on-year -1.69% - +5.26%

Workflow is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 4797 5276 5730
As % of all permanent IT job vacancies advertised in Scotland 91.25% 91.01% 90.45%
Number of salaries quoted 3010 3119 3577
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +1.19%
10th Percentile £28,225 £27,500 £27,500
90th Percentile £70,000 £65,000 £62,500
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Workflow
Job Vacancy Trend in Scotland

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

Job vacancy trend for Workflow in Scotland

Workflow
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Workflow in Scotland.

Salary trend for Workflow in Scotland

Workflow
Salary Histogram in Scotland

The salary distribution of IT jobs citing Workflow in Scotland over the 6 months to 26 July 2017.

Salary histogram for Workflow in Scotland

Workflow
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Workflow within the Scotland region over the 6 months to 26 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Edinburgh +5 32 £40,675 -19.46% 2
Glasgow +13 28 £31,500 -16.00% 4
Aberdeen - 5 £51,000 - 2
Dundee -10 1 - -
Highlands - 1 - -
Workflow
UK

For the 6 months to 26 July 2017, IT jobs citing Workflow also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Workflow.

1 22 (32.84%) Finance
2 21 (31.34%) SQL
2 21 (31.34%) XML
2 21 (31.34%) Analytics
3 20 (29.85%) HTML
4 18 (26.87%) CSS
5 17 (25.37%) SQL Server
5 17 (25.37%) Web Services
5 17 (25.37%) Banking
6 16 (23.88%) Microsoft Excel
7 15 (22.39%) JavaScript
8 14 (20.90%) MS Access
9 13 (19.40%) Git (software)
9 13 (19.40%) ServiceNow
10 12 (17.91%) Twitter Bootstrap
10 12 (17.91%) AngularJS
10 12 (17.91%) Process Improvement
10 12 (17.91%) SQL Server Reporting Services
10 12 (17.91%) Microsoft
10 12 (17.91%) SOAP
10 12 (17.91%) Presales
11 11 (16.42%) MVC
11 11 (16.42%) ITSM
11 11 (16.42%) Ajax
11 11 (16.42%) SQL Server Integration Services
11 11 (16.42%) REST
11 11 (16.42%) GitHub
12 10 (14.93%) Asset Management
12 10 (14.93%) Investment Banking
12 10 (14.93%) Stakeholder Management

Workflow
Co-occurring IT Skills in Scotland 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 7 (10.45%) JBoss
2 5 (7.46%) Tomcat
2 5 (7.46%) WebLogic
2 5 (7.46%) WebLogic Portal
2 5 (7.46%) WebSphere
3 3 (4.48%) ArcGIS
3 3 (4.48%) Oracle Workflow
4 2 (2.99%) CMS
5 1 (1.49%) Apache
5 1 (1.49%) Apache Spark
5 1 (1.49%) IIS
5 1 (1.49%) Oracle SOA Suite
5 1 (1.49%) SharePoint
5 1 (1.49%) Sitecore CMS
Applications
1 16 (23.88%) Microsoft Excel
2 5 (7.46%) Microsoft Office
3 4 (5.97%) MS Visio
Business Applications
1 1 (1.49%) Unit4 Business World
Cloud Services
1 11 (16.42%) GitHub
2 1 (1.49%) Microsoft Azure
2 1 (1.49%) Office 365
Communications & Networking
1 3 (4.48%) LDAP
2 2 (2.99%) TCP/IP
Database & Business Intelligence
1 17 (25.37%) SQL Server
2 14 (20.90%) MS Access
3 12 (17.91%) SQL Server Reporting Services
4 11 (16.42%) SQL Server Integration Services
5 5 (7.46%) Data Warehouse
5 5 (7.46%) DB2
6 4 (5.97%) Big Data
7 3 (4.48%) GIS
7 3 (4.48%) Spatial Data
8 2 (2.99%) Hadoop
9 1 (1.49%) Azure SQL Database
9 1 (1.49%) Crystal Reports
9 1 (1.49%) MongoDB
9 1 (1.49%) Neo4j
9 1 (1.49%) Oracle Database
9 1 (1.49%) Pentaho
9 1 (1.49%) PostgreSQL
Development Applications
1 13 (19.40%) Git (software)
2 5 (7.46%) Log4j
3 2 (2.99%) Visual Studio
4 1 (1.49%) SpecFlow
4 1 (1.49%) Talend Open Studio
General
1 22 (32.84%) Finance
2 17 (25.37%) Banking
3 10 (14.93%) Investment Banking
4 8 (11.94%) Financial Institution
5 2 (2.99%) Marketing
6 1 (1.49%) Front Office
6 1 (1.49%) Law
6 1 (1.49%) Legal
6 1 (1.49%) Retail
Job Titles
1 30 (44.78%) Developer
2 18 (26.87%) Analyst
3 11 (16.42%) ServiceNow Developer
4 9 (13.43%) Consultant
5 6 (8.96%) C# Developer
5 6 (8.96%) Senior Analyst
6 5 (7.46%) Analyst Developer
6 5 (7.46%) Product Consultant
7 4 (5.97%) Change and Configuration Manager
7 4 (5.97%) Change Manager
7 4 (5.97%) Configuration Manager
7 4 (5.97%) SQL Analyst
7 4 (5.97%) SQL Developer
8 3 (4.48%) GIS Analyst
8 3 (4.48%) Information Specialist
8 3 (4.48%) Java Developer
8 3 (4.48%) Junior
8 3 (4.48%) Junior Developer
8 3 (4.48%) Project Manager
8 3 (4.48%) Senior GIS Analyst
Libraries, Frameworks & Software Standards
1 21 (31.34%) XML
2 20 (29.85%) HTML
3 18 (26.87%) CSS
4 17 (25.37%) Web Services
5 12 (17.91%) AngularJS
5 12 (17.91%) SOAP
5 12 (17.91%) Twitter Bootstrap
6 11 (16.42%) Ajax
6 11 (16.42%) REST
7 6 (8.96%) JMS
8 5 (7.46%) JSP
9 4 (5.97%) .NET
10 2 (2.99%) ActiveMQ
10 2 (2.99%) Drools
10 2 (2.99%) Java EE
10 2 (2.99%) jBPM
10 2 (2.99%) Middleware
10 2 (2.99%) Spring
11 1 (1.49%) Elastic Stack
11 1 (1.49%) RichFaces
Miscellaneous
1 7 (10.45%) Analytical Skills
2 6 (8.96%) Credit Risk
3 5 (7.46%) Virtual Team
4 4 (5.97%) CMDB
4 4 (5.97%) Hedge funds
5 3 (4.48%) Cyber Attack
6 2 (2.99%) Derivative
6 2 (2.99%) Equities
6 2 (2.99%) Fixed Income
6 2 (2.99%) Foreign Exchange (FX)
6 2 (2.99%) Mobile App
6 2 (2.99%) User Experience
7 1 (1.49%) Algorithms
7 1 (1.49%) Computer Science
7 1 (1.49%) Management Information System
7 1 (1.49%) Minimum Viable Product
7 1 (1.49%) PMI
7 1 (1.49%) Pricing Data
7 1 (1.49%) Renewable Energy
Operating Systems
1 7 (10.45%) Linux
2 6 (8.96%) Windows
3 3 (4.48%) AIX
3 3 (4.48%) Solaris
3 3 (4.48%) Unix
Processes & Methodologies
1 21 (31.34%) Analytics
2 12 (17.91%) Presales
2 12 (17.91%) Process Improvement
3 11 (16.42%) ITSM
3 11 (16.42%) MVC
4 10 (14.93%) Asset Management
4 10 (14.93%) Stakeholder Management
5 9 (13.43%) User Acceptance Testing
6 7 (10.45%) Agile Software Development
6 7 (10.45%) Web Development
7 6 (8.96%) Business Intelligence
7 6 (8.96%) Continuous Improvement
7 6 (8.96%) TDD
8 5 (7.46%) Business Transformation
8 5 (7.46%) Configuration Management
8 5 (7.46%) CRM
8 5 (7.46%) Data Modelling
8 5 (7.46%) Project Management
8 5 (7.46%) Target Operating Model
8 5 (7.46%) Wealth Management
Programming Languages
1 21 (31.34%) SQL
2 15 (22.39%) JavaScript
3 9 (13.43%) Java
4 8 (11.94%) C#
5 4 (5.97%) Python
5 4 (5.97%) VB
6 3 (4.48%) Perl
6 3 (4.48%) VBScript
7 1 (1.49%) C
7 1 (1.49%) PHP
7 1 (1.49%) PL/SQL
7 1 (1.49%) Scala
Qualifications
1 8 (11.94%) Degree
2 2 (2.99%) GCIH
2 2 (2.99%) ISTQB
2 2 (2.99%) ISTQB Foundation Certification
2 2 (2.99%) SANS
3 1 (1.49%) APMP
3 1 (1.49%) Computer Science Degree
3 1 (1.49%) HND
3 1 (1.49%) PMI Certification
3 1 (1.49%) Postgraduate
3 1 (1.49%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 6 (8.96%) Basel III
2 1 (1.49%) Data Quality
System Software
1 4 (5.97%) Active Directory
Systems Management
1 3 (4.48%) Host Intrusion Detection System
1 3 (4.48%) Network Intrusion Detection System
2 2 (2.99%) CSIRT
3 1 (1.49%) Computer Emergency Response Teams
Vendors
1 13 (19.40%) ServiceNow
2 12 (17.91%) Microsoft
3 9 (13.43%) IBM
3 9 (13.43%) Oracle
4 7 (10.45%) Cognizant
5 5 (7.46%) Misys
6 3 (4.48%) CyberArk
6 3 (4.48%) Salesforce.com
6 3 (4.48%) Splunk
7 2 (2.99%) Calypso
7 2 (2.99%) Murex
7 2 (2.99%) Palo Alto
7 2 (2.99%) Pega
8 1 (1.49%) Citrix
8 1 (1.49%) Salesforce Marketing Cloud
8 1 (1.49%) Sitecore
8 1 (1.49%) Talend
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