The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Workflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Workflow over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Workflow
Scotland / Edinburgh
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 81 83 89
Rank change year-on-year +2 +6  
Permanent jobs citing Workflow 14 15 15
As % of all permanent IT jobs advertised in Edinburgh 1.25% 1.11% 1.11%
As % of the Processes & Methodologies category 1.34% 1.22% 1.24%
Number of salaries quoted 5 8 9
Median salary £40,000 £50,500 £45,000
Median salary % change year-on-year -20.79% +12.22%  
90% offered a salary of more than £22,500 £46,700 £36,500
10% offered a salary of more than £49,000 £52,500 £51,000
UK excluding London median salary £44,000 £45,000 £44,000
% change year-on-year -2.22% +2.27%  

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 Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1046 1226 1206
As % of all permanent IT job vacancies advertised in Edinburgh 93.23% 91.02% 89.27%
Number of salaries quoted 680 828 709
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £72,500 £59,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Workflow
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Workflow as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Workflow in Edinburgh

Workflow
Salary Trend in Edinburgh

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

Salary trend for Workflow in Edinburgh

Workflow
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Workflow in Edinburgh over the 3 months to 30 March 2017.

Salary histogram for Workflow in Edinburgh

For the 6 months to 30 March 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 Edinburgh region with a requirement for Workflow.

1 22 (66.67%) Python
2 21 (63.64%) Analytics
3 20 (60.61%) Hadoop
4 19 (57.58%) Finance
5 17 (51.52%) SQL
6 16 (48.48%) Analytical Skills
7 14 (42.42%) Project Management
8 13 (39.39%) Legal
8 13 (39.39%) Data Mining
8 13 (39.39%) SAS
8 13 (39.39%) Regression Analysis
8 13 (39.39%) R
8 13 (39.39%) Data Analysis
8 13 (39.39%) Business Analysis
8 13 (39.39%) Degree
8 13 (39.39%) Business Analytics
8 13 (39.39%) Change Control
8 13 (39.39%) Functional Testing
8 13 (39.39%) Anti-Money Laundering
8 13 (39.39%) Case Management
8 13 (39.39%) Decision Tree
9 12 (36.36%) KYC
9 12 (36.36%) Machine Learning
9 12 (36.36%) Apache Pig
9 12 (36.36%) Ambari
9 12 (36.36%) Factor Analysis
9 12 (36.36%) Line Management
9 12 (36.36%) Risk Management
9 12 (36.36%) Apache Hive
10 11 (33.33%) Agile Software Development

Workflow
Co-occurring IT Skills in Edinburgh 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 13 (39.39%) SAS
2 12 (36.36%) Apache Pig
3 8 (24.24%) JBoss
4 2 (6.06%) Oracle SOA Suite
5 1 (3.03%) Oracle Workflow
5 1 (3.03%) SharePoint
5 1 (3.03%) SharePoint Server
Applications
1 1 (3.03%) MS Excel
1 1 (3.03%) MS Visio
Business Applications
1 1 (3.03%) Cognos Business Intelligence
1 1 (3.03%) HFM
1 1 (3.03%) Oracle Applications
1 1 (3.03%) Oracle Assets
1 1 (3.03%) Oracle Cash Management
1 1 (3.03%) Oracle EBS
1 1 (3.03%) Oracle EBS R12
1 1 (3.03%) Oracle E-Business Tax
1 1 (3.03%) Oracle Payables
1 1 (3.03%) Oracle Receivables
Cloud Services
1 1 (3.03%) Microsoft Azure
1 1 (3.03%) SaaS
Database & Business Intelligence
1 20 (60.61%) Hadoop
2 13 (39.39%) Data Mining
3 12 (36.36%) Apache Hive
4 9 (27.27%) Big Data
5 7 (21.21%) MongoDB
5 7 (21.21%) Neo4j
5 7 (21.21%) Pentaho
5 7 (21.21%) PostgreSQL
6 2 (6.06%) Oracle Database
7 1 (3.03%) Oracle BI EE
7 1 (3.03%) Oracle Database 11g
7 1 (3.03%) Oracle Discoverer
7 1 (3.03%) SQL Server
7 1 (3.03%) SQL Server Reporting Services
Development Applications
1 7 (21.21%) Talend Open Studio
2 3 (9.09%) Git (software)
3 1 (3.03%) git-flow
3 1 (3.03%) Oracle APEX
General
1 19 (57.58%) Finance
2 13 (39.39%) Legal
3 3 (9.09%) Marketing
4 1 (3.03%) Advertising
4 1 (3.03%) Banking
4 1 (3.03%) General Ledger
4 1 (3.03%) Publishing
Job Titles
1 11 (33.33%) Developer
2 10 (30.30%) Consultant
3 9 (27.27%) Senior Consultant
4 4 (12.12%) Analyst
4 4 (12.12%) Data Scientist
4 4 (12.12%) Hadoop Consultant
4 4 (12.12%) SAS Consultant
4 4 (12.12%) Senior SAS Consultant
5 3 (9.09%) Java Developer
5 3 (9.09%) Software Developer
5 3 (9.09%) Software Engineer
6 2 (6.06%) Business Analyst
6 2 (6.06%) Junior
6 2 (6.06%) Junior Developer
6 2 (6.06%) Junior Python Developer
6 2 (6.06%) Python Developer
7 1 (3.03%) Project Manager
7 1 (3.03%) Senior Developer
7 1 (3.03%) Support Consultant
7 1 (3.03%) Technical Consultant
Libraries, Frameworks & Software Standards
1 9 (27.27%) XML
2 8 (24.24%) ActiveMQ
2 8 (24.24%) Drools
2 8 (24.24%) Java EE
2 8 (24.24%) jBPM
2 8 (24.24%) Middleware
2 8 (24.24%) Spring
3 7 (21.21%) Elastic Stack
3 7 (21.21%) XSLT
4 6 (18.18%) Apache Camel
5 3 (9.09%) .NET
6 2 (6.06%) .NET Framework
6 2 (6.06%) ASP.NET
6 2 (6.06%) ASP.NET MVC
6 2 (6.06%) Entity Framework
6 2 (6.06%) HTML
6 2 (6.06%) Web Services
7 1 (3.03%) AngularJS
7 1 (3.03%) ASP.NET MVC 4
7 1 (3.03%) Spring Batch
Miscellaneous
1 16 (48.48%) Analytical Skills
2 2 (6.06%) Cyber Attack
3 1 (3.03%) Management Information System
3 1 (3.03%) N-Tier
3 1 (3.03%) User Experience
3 1 (3.03%) Virtual Team
Operating Systems
1 9 (27.27%) Linux
Processes & Methodologies
1 21 (63.64%) Analytics
2 14 (42.42%) Project Management
3 13 (39.39%) Anti-Money Laundering
3 13 (39.39%) Business Analysis
3 13 (39.39%) Business Analytics
3 13 (39.39%) Case Management
3 13 (39.39%) Change Control
3 13 (39.39%) Data Analysis
3 13 (39.39%) Decision Tree
3 13 (39.39%) Functional Testing
3 13 (39.39%) Regression Analysis
4 12 (36.36%) Factor Analysis
4 12 (36.36%) KYC
4 12 (36.36%) Line Management
4 12 (36.36%) Machine Learning
4 12 (36.36%) Risk Management
5 11 (33.33%) Agile Software Development
6 10 (30.30%) Scrum
7 9 (27.27%) Continuous Integration
7 9 (27.27%) SOA
Programming Languages
1 22 (66.67%) Python
2 17 (51.52%) SQL
3 13 (39.39%) R
4 9 (27.27%) Java
5 4 (12.12%) C#
6 2 (6.06%) JavaScript
6 2 (6.06%) PL/SQL
7 1 (3.03%) C
7 1 (3.03%) Shell Script
Qualifications
1 13 (39.39%) Degree
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
Systems Management
1 12 (36.36%) Ambari
Vendors
1 7 (21.21%) Talend
2 3 (9.09%) Oracle
3 2 (6.06%) Microsoft
3 2 (6.06%) Palo Alto
3 2 (6.06%) ServiceNow
3 2 (6.06%) Splunk
4 1 (3.03%) Cognos
4 1 (3.03%) Hyperion
4 1 (3.03%) IBM
4 1 (3.03%) Salesforce Marketing Cloud
4 1 (3.03%) Salesforce.com