Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Problem Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Problem Management over the 6 months to 20 July 2018 with a comparison to the same period in the previous 2 years.

Problem Management
Scotland > Edinburgh
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 145 141 130
Rank change year-on-year -4 -11 +7
Permanent jobs citing Problem Management 10 5 15
As % of all permanent IT jobs advertised in Edinburgh 0.37% 0.20% 0.59%
As % of the Processes & Methodologies category 0.40% 0.22% 0.64%
Number of salaries quoted 4 2 12
Edinburgh median annual salary £61,500 £43,000 £47,500
Median salary % change year-on-year +43.02% -9.47% -5.00%
10th Percentile £45,650 £35,025 £29,575
90th Percentile £74,225 £53,975 £55,000
Scotland median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -15.79%

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

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,490 2,294 2,361
As % of all permanent IT jobs advertised in Edinburgh 93.26% 92.65% 92.37%
Number of salaries quoted 1,564 1,431 1,458
Edinburgh median annual salary £45,790 £45,000 £45,000
Median salary % change year-on-year +1.76% - +2.27%
10th Percentile £28,250 £28,000 £27,000
90th Percentile £72,500 £72,500 £68,750
Scotland median annual salary £45,000 £45,000 £45,000

Problem Management
Job Vacancy Trend in Edinburgh

Job postings citing Problem Management as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Problem Management in Edinburgh

Problem Management
Salary Trend in Edinburgh

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

Salary trend for Problem Management in Edinburgh

Problem Management
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Problem Management in Edinburgh over the 6 months to 20 July 2018.

Salary histogram for Problem Management in Edinburgh

For the 6 months to 20 July 2018, IT jobs citing Problem Management 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 Edinburgh region with a requirement for Problem Management.

1 5 (50.00%) Finance
2 4 (40.00%) Continuous Improvement
2 4 (40.00%) Strategic Thinking
3 3 (30.00%) Data Science
3 3 (30.00%) Decision-Making
3 3 (30.00%) Data Management
3 3 (30.00%) Resource Management
3 3 (30.00%) Big Data
3 3 (30.00%) Analytics
3 3 (30.00%) Coaching
3 3 (30.00%) Analytical Skills
3 3 (30.00%) Linux
3 3 (30.00%) ITIL
3 3 (30.00%) Stakeholder Management
4 2 (20.00%) Service Management
4 2 (20.00%) Change Management
4 2 (20.00%) Disaster Recovery
4 2 (20.00%) People Management
4 2 (20.00%) Guidewire
4 2 (20.00%) Matrix Management
4 2 (20.00%) Banking
4 2 (20.00%) Software Engineering
4 2 (20.00%) Incident Management
4 2 (20.00%) Capacity Planning
5 1 (10.00%) Proactive Monitoring
5 1 (10.00%) IBM UrbanCode
5 1 (10.00%) Process Improvement
5 1 (10.00%) Root Cause Analysis
5 1 (10.00%) Problem-Solving
5 1 (10.00%) Proactive Management

Problem Management
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 1 (10.00%) Apache
1 1 (10.00%) nginx
1 1 (10.00%) Tomcat
1 1 (10.00%) WebSphere
Communications & Networking
1 1 (10.00%) Firewall
Database & Business Intelligence
1 3 (30.00%) Big Data
2 1 (10.00%) Data Warehouse
2 1 (10.00%) MySQL
2 1 (10.00%) PostgreSQL
Development Applications
1 1 (10.00%) IBM UrbanCode
General
1 5 (50.00%) Finance
2 2 (20.00%) Banking
3 1 (10.00%) Billing
Job Titles
1 3 (30.00%) Analytics Manager
1 3 (30.00%) Data Analytics Manager
1 3 (30.00%) Data Manager
2 2 (20.00%) Service Manager
3 1 (10.00%) Development Manager
3 1 (10.00%) ITIL Manager
3 1 (10.00%) ITIL Service Manager
3 1 (10.00%) Linux Administrator
3 1 (10.00%) Linux Engineer
3 1 (10.00%) Linux Support
3 1 (10.00%) Linux Support Engineer
3 1 (10.00%) Linux Systems Administrator
3 1 (10.00%) Platform Manager
3 1 (10.00%) Systems Administrator
3 1 (10.00%) Systems Engineer
3 1 (10.00%) Systems Support
3 1 (10.00%) Systems Support Engineer
3 1 (10.00%) Technical Engineer
3 1 (10.00%) Technical Support Engineer
3 1 (10.00%) WebSphere Specialist
Libraries, Frameworks & Software Standards
1 1 (10.00%) LAMP
1 1 (10.00%) Middleware
1 1 (10.00%) Web Services
Miscellaneous
1 3 (30.00%) Analytical Skills
2 1 (10.00%) Data Centre
Operating Systems
1 3 (30.00%) Linux
2 1 (10.00%) AIX
2 1 (10.00%) Debian
2 1 (10.00%) Red Hat Enterprise Linux
2 1 (10.00%) Unix
2 1 (10.00%) Windows
2 1 (10.00%) zOS
Processes & Methodologies
1 4 (40.00%) Continuous Improvement
1 4 (40.00%) Strategic Thinking
2 3 (30.00%) Analytics
2 3 (30.00%) Coaching
2 3 (30.00%) Data Management
2 3 (30.00%) Data Science
2 3 (30.00%) Decision-Making
2 3 (30.00%) ITIL
2 3 (30.00%) Resource Management
2 3 (30.00%) Stakeholder Management
3 2 (20.00%) Capacity Planning
3 2 (20.00%) Change Management
3 2 (20.00%) Disaster Recovery
3 2 (20.00%) Incident Management
3 2 (20.00%) Matrix Management
3 2 (20.00%) People Management
3 2 (20.00%) Service Management
3 2 (20.00%) Software Engineering
4 1 (10.00%) DevOps
4 1 (10.00%) Server Hardening
Programming Languages
1 1 (10.00%) PL/SQL
1 1 (10.00%) Shell Script
1 1 (10.00%) SQL
System Software
1 1 (10.00%) Postfix
1 1 (10.00%) Tivoli Workload Scheduler
Systems Management
1 1 (10.00%) HAProxy
1 1 (10.00%) Tivoli
Vendors
1 2 (20.00%) Guidewire
2 1 (10.00%) Ab Initio
2 1 (10.00%) Red Hat