Period
to 23 November 2017

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

Base SAS (SAS Base)
Scotland > Edinburgh
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 93 132 151
Rank change year-on-year +39 +19 -1
Permanent jobs citing Base SAS 62 4 8
As % of all permanent IT jobs advertised in Edinburgh 2.30% 0.17% 0.26%
As % of the Database & Business Intelligence category 6.80% 0.62% 0.95%
Number of salaries quoted 25 4 8
Edinburgh median annual salary £47,500 £43,500 £42,500
Median salary % change year-on-year +9.20% +2.35% +6.25%
10th Percentile £35,000 £36,450 £39,000
90th Percentile £68,000 £60,150 £53,500
Scotland median annual salary £47,500 £43,500 £42,500
% change year-on-year +9.20% +2.35% +6.25%

Base SAS is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 912 642 840
As % of all permanent IT jobs advertised in Edinburgh 33.77% 27.53% 27.54%
Number of salaries quoted 580 462 567
Edinburgh median annual salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50% -
10th Percentile £27,000 £28,075 £26,750
90th Percentile £62,500 £62,500 £62,500
Scotland median annual salary £41,750 £42,500 £40,000
% change year-on-year -1.76% +6.25% -

Base SAS
Job Vacancy Trend in Edinburgh

Job postings citing Base SAS as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Base SAS in Edinburgh

Base SAS
Salary Trend in Edinburgh

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

Salary trend for Base SAS in Edinburgh

Base SAS
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Base SAS in Edinburgh over the 6 months to 23 November 2017.

Salary histogram for Base SAS in Edinburgh

For the 6 months to 23 November 2017, IT jobs citing Base SAS 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 Base SAS.

1 62 (100.00%) SAS
2 55 (88.71%) Finance
3 54 (87.10%) SAS Enterprise Guide
4 53 (85.48%) Analytics
5 52 (83.87%) SQL
6 45 (72.58%) Banking
7 39 (62.90%) SAS Data Integration Studio
8 37 (59.68%) Visual Analytics
8 37 (59.68%) SAS Visual Analytics
8 37 (59.68%) Stakeholder Management
9 36 (58.06%) SAS Macro
10 34 (54.84%) ProC
10 34 (54.84%) PROC SQL
10 34 (54.84%) Infrastructure Management
11 29 (46.77%) Oracle
12 21 (33.87%) Business Intelligence
12 21 (33.87%) Analytical Skills
13 18 (29.03%) Microsoft
14 16 (25.81%) People Management
14 16 (25.81%) Mentoring
15 15 (24.19%) Credit Risk
16 12 (19.35%) Data Management
17 10 (16.13%) Data Analysis
17 10 (16.13%) Customer Analytics
18 9 (14.52%) QlikView
19 8 (12.90%) ETL
19 8 (12.90%) Tableau
20 7 (11.29%) Web Analytics
20 7 (11.29%) Marketing
20 7 (11.29%) Big Data

Base SAS
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 62 (100.00%) SAS
Business Applications
1 4 (6.45%) Cognos Business Intelligence
Database & Business Intelligence
1 54 (87.10%) SAS Enterprise Guide
2 39 (62.90%) SAS Data Integration Studio
3 37 (59.68%) SAS Visual Analytics
4 9 (14.52%) QlikView
5 7 (11.29%) Big Data
6 5 (8.06%) OLAP
7 4 (6.45%) Cognos Report Studio
7 4 (6.45%) Oracle OLAP
7 4 (6.45%) Power BI
7 4 (6.45%) SAS EBI
8 3 (4.84%) Data Mining
9 1 (1.61%) Data Warehouse
Development Applications
1 34 (54.84%) ProC
General
1 55 (88.71%) Finance
2 45 (72.58%) Banking
3 7 (11.29%) Marketing
4 3 (4.84%) International Banking
Job Titles
1 49 (79.03%) Consultant
2 46 (74.19%) SAS Consultant
3 16 (25.81%) Senior Consultant
3 16 (25.81%) Senior SAS Consultant
4 9 (14.52%) Analyst
5 8 (12.90%) SAS Analyst
6 6 (9.68%) Senior Analyst
6 6 (9.68%) Senior SAS Analyst
7 5 (8.06%) Business Intelligence Consultant
7 5 (8.06%) Data Analyst
8 4 (6.45%) Management Consultant
8 4 (6.45%) SAS Data Analyst
8 4 (6.45%) Senior Data Analyst
9 3 (4.84%) Data Manager
9 3 (4.84%) QlikView Consultant
9 3 (4.84%) Report Manager
9 3 (4.84%) SAS BI Consultant
9 3 (4.84%) Technical Manager
9 3 (4.84%) Teradata Consultant
10 2 (3.23%) SAS Credit Risk Analyst
Miscellaneous
1 21 (33.87%) Analytical Skills
2 15 (24.19%) Credit Risk
Operating Systems
1 5 (8.06%) Unix
Processes & Methodologies
1 53 (85.48%) Analytics
2 37 (59.68%) Stakeholder Management
2 37 (59.68%) Visual Analytics
3 34 (54.84%) Infrastructure Management
4 21 (33.87%) Business Intelligence
5 16 (25.81%) Mentoring
5 16 (25.81%) People Management
6 12 (19.35%) Data Management
7 10 (16.13%) Customer Analytics
7 10 (16.13%) Data Analysis
8 8 (12.90%) ETL
9 7 (11.29%) Visualisation
9 7 (11.29%) Web Analytics
10 4 (6.45%) Business Development
10 4 (6.45%) Customer Insight
10 4 (6.45%) Data Modelling
11 3 (4.84%) Dashboard Development
11 3 (4.84%) Information Management
11 3 (4.84%) Project Management
11 3 (4.84%) Resource Management
Programming Languages
1 52 (83.87%) SQL
2 36 (58.06%) SAS Macro
3 34 (54.84%) PROC SQL
4 4 (6.45%) Python
5 2 (3.23%) R
Qualifications
1 2 (3.23%) SAS Certification
Quality Assurance & Compliance
1 1 (1.61%) Basel II
1 1 (1.61%) IFRS
1 1 (1.61%) IFRS 9
Vendors
1 29 (46.77%) Oracle
2 18 (29.03%) Microsoft
3 8 (12.90%) Tableau
4 7 (11.29%) Informatica
4 7 (11.29%) Teradata
5 4 (6.45%) Cognos
5 4 (6.45%) SAP
6 3 (4.84%) MicroStrategy