Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to 23 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Business Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Business Intelligence over the 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Business Intelligence (BI)
Scotland > Edinburgh
6 months to
23 Jul 2017		 Same period 2016 Same period 2015
Rank 24 27 48
Rank change year-on-year +3 +21 -5
Permanent jobs citing Business Intelligence 187 192 121
As % of all permanent IT jobs advertised in Edinburgh 7.56% 7.59% 4.27%
As % of the Processes & Methodologies category 8.21% 8.29% 4.70%
Number of salaries quoted 87 152 117
Edinburgh median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -10.00%
10th Percentile £32,300 £38,000 £32,500
90th Percentile £78,250 £76,000 £75,000
Scotland median annual salary £45,000 £47,500 £43,500
% change year-on-year -5.26% +9.20% -6.45%

Business Intelligence 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 2278 2317 2575
As % of all permanent IT job vacancies advertised in Edinburgh 92.11% 91.62% 90.89%
Number of salaries quoted 1418 1433 1584
Edinburgh median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +3.53%
10th Percentile £27,500 £27,000 £27,500
90th Percentile £72,500 £68,750 £62,500
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +1.19%

Business Intelligence
Job Vacancy Trend in Edinburgh

Job postings citing Business Intelligence as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Business Intelligence in Edinburgh

Business Intelligence
Salary Trend in Edinburgh

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

Salary trend for Business Intelligence in Edinburgh

Business Intelligence
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Business Intelligence in Edinburgh over the 6 months to 23 July 2017.

Salary histogram for Business Intelligence in Edinburgh

For the 6 months to 23 July 2017, IT jobs citing Business Intelligence 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 Business Intelligence.

1 112 (59.89%) Finance
2 109 (58.29%) SQL
3 65 (34.76%) Banking
3 65 (34.76%) Data Management
4 61 (32.62%) Oracle
5 55 (29.41%) SQL Server
5 55 (29.41%) Infrastructure Management
5 55 (29.41%) Analytical Skills
6 52 (27.81%) Teradata
6 52 (27.81%) ETL
7 42 (22.46%) SAS
8 41 (21.93%) Tableau
9 40 (21.39%) Retail
9 40 (21.39%) Retail Banking
9 40 (21.39%) Stakeholder Management
10 39 (20.86%) Data Warehouse
11 37 (19.79%) SQL Server Integration Services
12 36 (19.25%) Microsoft
13 34 (18.18%) Analytics
14 33 (17.65%) Cognos
15 31 (16.58%) SQL Server Reporting Services
16 26 (13.90%) MicroStrategy
17 25 (13.37%) Data Analysis
18 24 (12.83%) Mentoring
19 22 (11.76%) Agile Software Development
19 22 (11.76%) SQL Server 2012
20 21 (11.23%) T-SQL
21 20 (10.70%) Informatica
22 18 (9.63%) Project Management
22 18 (9.63%) Data Mining

Business Intelligence
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 42 (22.46%) SAS
2 6 (3.21%) Apache Spark
3 5 (2.67%) Oracle SOA Suite
3 5 (2.67%) SharePoint
Applications
1 3 (1.60%) Microsoft Excel
2 2 (1.07%) Microsoft Office
3 1 (0.53%) Microsoft PowerPoint
Business Applications
1 6 (3.21%) SAP BPC
2 5 (2.67%) Oracle EBS
3 4 (2.14%) Cognos Business Intelligence
3 4 (2.14%) Oracle 11i
3 4 (2.14%) Oracle Applications
3 4 (2.14%) Oracle EBS R12
4 3 (1.60%) Dynamics CRM
4 3 (1.60%) SAP GRC
5 1 (0.53%) Line 500
5 1 (0.53%) NetSuite
5 1 (0.53%) Sage BI
5 1 (0.53%) Sage CRM
5 1 (0.53%) SAP S/4HANA
Cloud Services
1 4 (2.14%) MailChimp
2 2 (1.07%) Google Analytics
Database & Business Intelligence
1 55 (29.41%) SQL Server
2 39 (20.86%) Data Warehouse
3 37 (19.79%) SQL Server Integration Services
4 31 (16.58%) SQL Server Reporting Services
5 22 (11.76%) SQL Server 2012
6 18 (9.63%) Data Mining
7 14 (7.49%) BusinessObjects
8 13 (6.95%) RDBMS
8 13 (6.95%) Relational Database
9 12 (6.42%) DB2
10 11 (5.88%) SQL Server Analysis Services
11 10 (5.35%) Oracle Reports
11 10 (5.35%) PowerCenter
12 8 (4.28%) Cognos Report Studio
12 8 (4.28%) Oracle BI Publisher
12 8 (4.28%) SAS Enterprise Guide
13 7 (3.74%) Base SAS
13 7 (3.74%) QlikView
14 6 (3.21%) Hadoop
14 6 (3.21%) Oracle BI EE
Development Applications
1 17 (9.09%) Team Foundation Server
2 8 (4.28%) Oracle APEX
2 8 (4.28%) Oracle Forms
3 7 (3.74%) ERwin
4 4 (2.14%) JDeveloper
5 3 (1.60%) Visual Studio
6 1 (0.53%) Git (software)
General
1 112 (59.89%) Finance
2 65 (34.76%) Banking
3 40 (21.39%) Retail
3 40 (21.39%) Retail Banking
4 7 (3.74%) Marketing
5 2 (1.07%) Local Government
6 1 (0.53%) Financial Institution
6 1 (0.53%) International Banking
Job Titles
1 63 (33.69%) Developer
2 53 (28.34%) Analyst
3 49 (26.20%) Consultant
4 31 (16.58%) Business Intelligence Developer
5 29 (15.51%) Technical Analyst
6 28 (14.97%) Business Analyst
6 28 (14.97%) Technical Business Analyst
7 25 (13.37%) SQL Analyst
8 24 (12.83%) Data Analyst
9 23 (12.30%) Senior Analyst
10 21 (11.23%) SQL Developer
11 20 (10.70%) Business Intelligence Consultant
12 17 (9.09%) SQL BI Developer
13 16 (8.56%) SQL Server BI Developer
13 16 (8.56%) SQL Server Developer
13 16 (8.56%) SSIS Developer
14 15 (8.02%) Business Consultant
14 15 (8.02%) Senior Business Analyst
14 15 (8.02%) Senior Technical Analyst
14 15 (8.02%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 6 (3.21%) Kafka
2 5 (2.67%) .NET
2 5 (2.67%) XML
3 3 (1.60%) HTML
3 3 (1.60%) SAP Basis
4 2 (1.07%) CSS
5 1 (0.53%) ASP.NET
5 1 (0.53%) jQuery
Miscellaneous
1 55 (29.41%) Analytical Skills
2 6 (3.21%) Driving Licence
2 6 (3.21%) Taxonomies
3 5 (2.67%) Computer Science
3 5 (2.67%) Management Information System
4 4 (2.14%) Credit Risk
4 4 (2.14%) Fintech
4 4 (2.14%) Social Media
5 3 (1.60%) Mainframe
6 2 (1.07%) Data Structures
6 2 (1.07%) Virtual Team
7 1 (0.53%) Client/Server
7 1 (0.53%) Enterprise Software
7 1 (0.53%) Hedge funds
7 1 (0.53%) PMI
Operating Systems
1 8 (4.28%) Unix
2 5 (2.67%) Linux
3 3 (1.60%) Windows
Processes & Methodologies
1 65 (34.76%) Data Management
2 55 (29.41%) Infrastructure Management
3 52 (27.81%) ETL
4 40 (21.39%) Stakeholder Management
5 34 (18.18%) Analytics
6 25 (13.37%) Data Analysis
7 24 (12.83%) Mentoring
8 22 (11.76%) Agile Software Development
9 18 (9.63%) Project Management
10 17 (9.09%) Master Data Management
11 16 (8.56%) Information Management
11 16 (8.56%) Integration Testing
11 16 (8.56%) People Management
11 16 (8.56%) System Integration Testing
12 13 (6.95%) Data Modelling
13 10 (5.35%) Customer Engagement
14 9 (4.81%) Data Integration
15 8 (4.28%) Data Security
15 8 (4.28%) Machine Learning
16 7 (3.74%) CRM
Programming Languages
1 109 (58.29%) SQL
2 21 (11.23%) T-SQL
3 10 (5.35%) PL/SQL
4 8 (4.28%) C#
5 7 (3.74%) Python
6 6 (3.21%) JavaScript
7 5 (2.67%) Java
8 2 (1.07%) PowerShell
8 2 (1.07%) R
9 1 (0.53%) Bash Shell
9 1 (0.53%) F#
9 1 (0.53%) MATLAB
9 1 (0.53%) Perl
9 1 (0.53%) Ruby
9 1 (0.53%) SAS Macro
Qualifications
1 15 (8.02%) Degree
2 1 (0.53%) ISEB
2 1 (0.53%) ISTQB
2 1 (0.53%) Oracle Certification
2 1 (0.53%) PMI Certification
Quality Assurance & Compliance
1 11 (5.88%) Data Quality
2 1 (0.53%) Basel III
2 1 (0.53%) IFRS
Vendors
1 61 (32.62%) Oracle
2 52 (27.81%) Teradata
3 41 (21.93%) Tableau
4 36 (19.25%) Microsoft
5 33 (17.65%) Cognos
6 26 (13.90%) MicroStrategy
7 20 (10.70%) Informatica
8 14 (7.49%) SAP
9 11 (5.88%) Netezza
10 10 (5.35%) IBM
11 4 (2.14%) Twitter
12 3 (1.60%) Hyperion
13 2 (1.07%) Google
14 1 (0.53%) Sage
14 1 (0.53%) Salesforce.com
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