The table below provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for knowledge and experience of IBM products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited IBM over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within the International Business Machines Corporation.

IBM
Scotland / Edinburgh
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 95 82 65
Rank change year-on-year -13 -17  
Permanent jobs citing IBM 6 11 37
As % of all permanent IT jobs advertised in Edinburgh 0.48% 0.92% 2.66%
As % of the Vendors category 1.24% 2.25% 7.20%
Number of salaries quoted 4 5 20
Median salary £51,250 £47,500 £50,250
Median salary % change year-on-year +7.89% -5.47%  
90% offered a salary of more than £33,150 £47,500 £34,000
10% offered a salary of more than £70,750 £59,000 £61,500
UK excluding London median salary £47,500 £47,500 £47,500

IBM is in the vendor products and services category. The following table is for comparison with the above and provides summary statistics for all vendor product and service related skills in permanent job vacancies advertised in Edinburgh.

Vendor Product & Service Skills
Edinburgh
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 485 488 514
As % of all permanent IT job vacancies advertised in Edinburgh 38.86% 40.77% 37.01%
Number of salaries quoted 276 248 328
Median salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.55%  
90% offered a salary of more than £29,231 £27,700 £30,000
10% offered a salary of more than £72,500 £65,000 £67,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

IBM
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing IBM as a proportion of all permanent or contract IT jobs with a match in the Vendors category.

Job vacancy trend for IBM in Edinburgh

IBM
Salary Trend in Edinburgh

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

Salary trend for IBM in Edinburgh

IBM
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing IBM in Edinburgh over the 3 months to 28 June 2017.

Salary histogram for IBM in Edinburgh

For the 6 months to 28 June 2017, IT jobs citing IBM 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 IBM.

1 11 (52.38%) Oracle
1 11 (52.38%) SQL Server
1 11 (52.38%) ETL
1 11 (52.38%) Finance
2 10 (47.62%) Business Intelligence
2 10 (47.62%) Analytics
3 8 (38.10%) Analytical Skills
3 8 (38.10%) DB2
4 7 (33.33%) RDBMS
4 7 (33.33%) Data Modelling
4 7 (33.33%) Teradata
4 7 (33.33%) ERwin
4 7 (33.33%) Apache Spark
4 7 (33.33%) Kafka
4 7 (33.33%) Apache Hive
4 7 (33.33%) HBase
4 7 (33.33%) Relational Database
4 7 (33.33%) Degree
4 7 (33.33%) Hadoop
4 7 (33.33%) IT Strategy
5 6 (28.57%) Computer Science
5 6 (28.57%) Taxonomies
5 6 (28.57%) Ontologies
5 6 (28.57%) Data Security
5 6 (28.57%) Enterprise Architecture
5 6 (28.57%) Data Management
5 6 (28.57%) Master Data Management
5 6 (28.57%) Validation
6 5 (23.81%) Mainframe
6 5 (23.81%) SOA

IBM
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 7 (33.33%) Apache Spark
2 5 (23.81%) Oracle SOA Suite
3 2 (9.52%) WebSphere
4 1 (4.76%) SAS
4 1 (4.76%) WebSphere Application Server
Applications
1 1 (4.76%) Fireworks
1 1 (4.76%) Microsoft Excel
1 1 (4.76%) Photoshop
Business Applications
1 1 (4.76%) Cognos Business Intelligence
1 1 (4.76%) Salesforce.com CRM
Cloud Services
1 1 (4.76%) Silverpop
Database & Business Intelligence
1 11 (52.38%) SQL Server
2 8 (38.10%) DB2
3 7 (33.33%) Apache Hive
3 7 (33.33%) Hadoop
3 7 (33.33%) HBase
3 7 (33.33%) RDBMS
3 7 (33.33%) Relational Database
4 4 (19.05%) Data Warehouse
4 4 (19.05%) IMS/DB
5 3 (14.29%) Cognos Analysis Studio
5 3 (14.29%) Cognos Framework Manager
5 3 (14.29%) Cognos Query Studio
5 3 (14.29%) Cognos Report Studio
5 3 (14.29%) DataStage
6 2 (9.52%) DecisionStream
6 2 (9.52%) IBM InfoSphere
7 1 (4.76%) SQL Server Integration Services
Development Applications
1 7 (33.33%) ERwin
General
1 11 (52.38%) Finance
2 2 (9.52%) Local Government
2 2 (9.52%) Marketing
3 1 (4.76%) Banking
Job Titles
1 7 (33.33%) Architect
1 7 (33.33%) Consultant
1 7 (33.33%) Data Architect
1 7 (33.33%) Senior Architect
1 7 (33.33%) Senior Data Architect
2 4 (19.05%) DB2 DBA
2 4 (19.05%) DBA
2 4 (19.05%) Mainframe DBA
3 3 (14.29%) Analyst
3 3 (14.29%) Analytics Consultant
3 3 (14.29%) Data Analytics Consultant
3 3 (14.29%) Data Warehouse Consultant
3 3 (14.29%) Senior Consultant
4 2 (9.52%) Business Consultant
4 2 (9.52%) IT Analyst
4 2 (9.52%) Senior Data Analytics Consultant
4 2 (9.52%) Senior Data Warehouse Consultant
4 2 (9.52%) Support Consultant
5 1 (4.76%) Credit Analyst
5 1 (4.76%) Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 7 (33.33%) Kafka
2 4 (19.05%) Flash
3 3 (14.29%) CSS
3 3 (14.29%) Middleware
4 2 (9.52%) HTML
5 1 (4.76%) WebSphere MQ
Miscellaneous
1 8 (38.10%) Analytical Skills
2 6 (28.57%) Computer Science
2 6 (28.57%) Taxonomies
3 5 (23.81%) Mainframe
4 4 (19.05%) Data Centre
5 2 (9.52%) Driving Licence
5 2 (9.52%) Management Information System
6 1 (4.76%) Credit Risk
6 1 (4.76%) IBM Mainframe
6 1 (4.76%) User Experience
6 1 (4.76%) Vector Graphics
6 1 (4.76%) Virtual Team
Operating Systems
1 4 (19.05%) zOS
2 2 (9.52%) Unix
3 1 (4.76%) Windows
3 1 (4.76%) Windows Server
3 1 (4.76%) Windows Server 2003
3 1 (4.76%) Windows Server 2012
Processes & Methodologies
1 11 (52.38%) ETL
2 10 (47.62%) Analytics
2 10 (47.62%) Business Intelligence
3 7 (33.33%) Data Modelling
3 7 (33.33%) IT Strategy
4 6 (28.57%) Data Management
4 6 (28.57%) Data Security
4 6 (28.57%) Enterprise Architecture
4 6 (28.57%) Master Data Management
4 6 (28.57%) Ontologies
4 6 (28.57%) Validation
5 5 (23.81%) Data Architecture
5 5 (23.81%) Machine Learning
5 5 (23.81%) Service Design
5 5 (23.81%) SOA
6 4 (19.05%) Capacity Planning
6 4 (19.05%) DevOps
6 4 (19.05%) Performance Monitoring
6 4 (19.05%) Performance Tuning
6 4 (19.05%) Stakeholder Management
Programming Languages
1 5 (23.81%) SQL
2 4 (19.05%) REXX
3 2 (9.52%) Bash Shell
4 1 (4.76%) C
4 1 (4.76%) Java
4 1 (4.76%) JCL
4 1 (4.76%) Python
Qualifications
1 7 (33.33%) Degree
2 2 (9.52%) Computer Science Degree
Quality Assurance & Compliance
1 2 (9.52%) Data Quality
System Software
1 1 (4.76%) Active Directory
1 1 (4.76%) Hyper-V
1 1 (4.76%) VMware Infrastructure
Vendors
1 11 (52.38%) Oracle
2 7 (33.33%) Teradata
3 4 (19.05%) CA
3 4 (19.05%) Cognizant
3 4 (19.05%) Cognos
4 2 (9.52%) IBM Sterling
4 2 (9.52%) Salesforce.com
5 1 (4.76%) Adobe
5 1 (4.76%) Salesforce Marketing Cloud
5 1 (4.76%) VMware
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £110,000 base salary + Competitive Benefits
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £60,000-£72,000
Posted: Yesterday
Edinburgh & Lothians
Cognizant
Posted: 14 days ago