Period
to 22 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for SAS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SAS over the 6 months to 22 October 2018 with a comparison to the same period in the previous 2 years.

SAS System
Central London > City of London
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 296 264 275
Rank change year-on-year -32 +11 -64
Permanent jobs citing SAS 50 64 77
As % of all permanent IT jobs advertised in the City of London 0.45% 0.64% 0.65%
As % of the Application Platforms category 2.56% 3.41% 3.37%
Number of salaries quoted 47 59 69
City of London median annual salary £65,000 £55,000 £48,500
Median salary % change year-on-year +18.18% +13.40% -3.00%
10th Percentile £44,000 £41,250 £34,000
90th Percentile £102,500 £95,000 £90,500
Central London median annual salary £65,000 £55,000 £48,000
% change year-on-year +18.18% +14.58% -4.00%

SAS is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for application platform skills.

All Application Platform Skills
City of London
Permanent vacancies with a requirement for application platform skills 1,950 1,879 2,286
As % of all permanent IT jobs advertised in the City of London 17.54% 18.88% 19.29%
Number of salaries quoted 1,779 1,728 2,099
City of London median annual salary £60,000 £59,250 £55,000
Median salary % change year-on-year +1.27% +7.73% +2.80%
10th Percentile £35,500 £35,950 £34,800
90th Percentile £90,000 £87,500 £83,750
Central London median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

SAS
Job Vacancy Trend in the City of London

Job postings citing SAS as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for SAS in the City of London

SAS
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SAS in the City of London.

Salary trend for SAS in the City of London

SAS
Salary Histogram in the City of London

The salary distribution of IT jobs citing SAS in the City of London over the 6 months to 22 October 2018.

Salary histogram for SAS in the City of London

For the 6 months to 22 October 2018, IT jobs citing SAS 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 City of London region with a requirement for SAS.

1 32 (64.00%) SQL
2 26 (52.00%) Tableau
2 26 (52.00%) Analytics
3 25 (50.00%) Data Warehouse
4 21 (42.00%) Python
4 21 (42.00%) Analytical Skills
5 20 (40.00%) Business Intelligence
5 20 (40.00%) Finance
6 19 (38.00%) Data Science
7 18 (36.00%) ETL
8 17 (34.00%) Degree
8 17 (34.00%) R
9 16 (32.00%) SQL Server
10 15 (30.00%) BusinessObjects
10 15 (30.00%) Agile Software Development
11 14 (28.00%) Banking
11 14 (28.00%) Mathematics
11 14 (28.00%) Microsoft Excel
11 14 (28.00%) Data Governance
11 14 (28.00%) Big Data
12 13 (26.00%) Problem-Solving
13 12 (24.00%) Data Analytics
13 12 (24.00%) SQL Server Reporting Services
13 12 (24.00%) Data Analysis
14 11 (22.00%) Fintech
14 11 (22.00%) Machine Learning
14 11 (22.00%) Hadoop
14 11 (22.00%) Visualisation
15 10 (20.00%) Power BI
15 10 (20.00%) Computer Science

SAS
Co-occurring IT Skills in the City of London 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 8 (16.00%) Apache Spark
2 1 (2.00%) Apache
2 1 (2.00%) CICS
2 1 (2.00%) Confluence
2 1 (2.00%) WebSphere
2 1 (2.00%) WebSphere Application Server
Applications
1 14 (28.00%) Microsoft Excel
Business Applications
1 1 (2.00%) Actimize
Cloud Services
1 3 (6.00%) Google Analytics
1 3 (6.00%) Microsoft Azure
2 2 (4.00%) Adobe Analytics
2 2 (4.00%) Amazon AWS
2 2 (4.00%) Amazon EC2
2 2 (4.00%) Amazon S3
2 2 (4.00%) Amazon SQS
2 2 (4.00%) AWS Lambda
2 2 (4.00%) Azure Machine Learning
2 2 (4.00%) Cloud Computing
2 2 (4.00%) Virtual Private Cloud
Communications & Networking
1 1 (2.00%) Internet
Database & Business Intelligence
1 25 (50.00%) Data Warehouse
2 16 (32.00%) SQL Server
3 15 (30.00%) BusinessObjects
4 14 (28.00%) Big Data
5 12 (24.00%) SQL Server Reporting Services
6 11 (22.00%) Hadoop
7 10 (20.00%) Power BI
8 9 (18.00%) SQL Server Integration Services
9 8 (16.00%) QlikView
9 8 (16.00%) SQL Server Analysis Services
10 7 (14.00%) SAS EBI
11 6 (12.00%) Apache Hive
11 6 (12.00%) Microsoft Analysis Services
12 5 (10.00%) Relational Database
12 5 (10.00%) Spotfire
13 3 (6.00%) Data Lake
14 2 (4.00%) Amazon Redshift
14 2 (4.00%) Data Mining
14 2 (4.00%) RDBMS
14 2 (4.00%) Sqoop
Development Applications
1 2 (4.00%) Jenkins
1 2 (4.00%) Maven
2 1 (2.00%) Git (software)
2 1 (2.00%) JIRA
2 1 (2.00%) RStudio
General
1 20 (40.00%) Finance
2 14 (28.00%) Banking
3 8 (16.00%) Marketing
3 8 (16.00%) Retail
4 5 (10.00%) Investment Banking
5 4 (8.00%) Retail Banking
6 2 (4.00%) Advertising
7 1 (2.00%) Aerospace
7 1 (2.00%) Games
Job Titles
1 19 (38.00%) Analyst
2 14 (28.00%) Data Scientist
3 10 (20.00%) Data Analyst
4 8 (16.00%) Analyst Developer
4 8 (16.00%) Business Intelligence Analyst
4 8 (16.00%) Business Intelligence Developer
4 8 (16.00%) Developer
5 7 (14.00%) SQL Analyst
6 6 (12.00%) Developer Analyst
6 6 (12.00%) SQL BI Developer
6 6 (12.00%) SQL Developer
7 5 (10.00%) Data Manager
7 5 (10.00%) Solutions Analyst
8 4 (8.00%) Consultant
8 4 (8.00%) Technical Leader
9 3 (6.00%) Analyst Programmer
9 3 (6.00%) Business Developer
9 3 (6.00%) Programmer
9 3 (6.00%) Senior Data Scientist
9 3 (6.00%) SQL Programmer
Libraries, Frameworks & Software Standards
1 5 (10.00%) Natural Language Processing
2 4 (8.00%) .NET
2 4 (8.00%) HTML
2 4 (8.00%) Web Services
2 4 (8.00%) XML
3 1 (2.00%) D3.js
3 1 (2.00%) Kafka
3 1 (2.00%) LDAP
3 1 (2.00%) MLlib
3 1 (2.00%) REST
3 1 (2.00%) SparkR
3 1 (2.00%) WebSphere MQ
Miscellaneous
1 21 (42.00%) Analytical Skills
2 11 (22.00%) Fintech
3 10 (20.00%) Computer Science
4 8 (16.00%) Analytical Mindset
4 8 (16.00%) Reinsurance
5 7 (14.00%) Data Structures
5 7 (14.00%) Virtual Team
6 5 (10.00%) Credit Risk
6 5 (10.00%) Reference Data
7 4 (8.00%) Market Risk
8 2 (4.00%) Pricing Data
9 1 (2.00%) IBM Mainframe
9 1 (2.00%) Linux Command Line
9 1 (2.00%) Mainframe
9 1 (2.00%) User Experience
Operating Systems
1 5 (10.00%) Unix
2 4 (8.00%) AIX
2 4 (8.00%) HPUX
2 4 (8.00%) Solaris
2 4 (8.00%) Windows
3 2 (4.00%) Linux
Processes & Methodologies
1 26 (52.00%) Analytics
2 20 (40.00%) Business Intelligence
3 19 (38.00%) Data Science
4 18 (36.00%) ETL
5 15 (30.00%) Agile Software Development
6 14 (28.00%) Data Governance
6 14 (28.00%) Mathematics
7 13 (26.00%) Problem-Solving
8 12 (24.00%) Data Analysis
8 12 (24.00%) Data Analytics
9 11 (22.00%) Machine Learning
9 11 (22.00%) Visualisation
10 9 (18.00%) Data Management
11 8 (16.00%) Data Visualisation
11 8 (16.00%) PRINCE2
11 8 (16.00%) Scrum
12 7 (14.00%) Business Analysis
12 7 (14.00%) Data Integration
12 7 (14.00%) Scenario Testing
13 6 (12.00%) Customer Insight
Programming Languages
1 32 (64.00%) SQL
2 21 (42.00%) Python
3 17 (34.00%) R
4 8 (16.00%) VBA
5 7 (14.00%) Java
6 6 (12.00%) T-SQL
7 5 (10.00%) C#
7 5 (10.00%) VB
8 2 (4.00%) Scala
9 1 (2.00%) Bash Shell
9 1 (2.00%) C
9 1 (2.00%) C++
9 1 (2.00%) COBOL
9 1 (2.00%) Perl
9 1 (2.00%) PL/1
9 1 (2.00%) REXX
9 1 (2.00%) VBScript
Qualifications
1 17 (34.00%) Degree
2 3 (6.00%) PhD
3 2 (4.00%) Numerate Degree
4 1 (2.00%) ISEB
4 1 (2.00%) ISTQB
4 1 (2.00%) Master's Degree
4 1 (2.00%) PMI Certification
4 1 (2.00%) PMP
4 1 (2.00%) SC Cleared
4 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 7 (14.00%) Data Quality
2 1 (2.00%) QA
System Software
1 2 (4.00%) HDFS
2 1 (2.00%) ACF2
2 1 (2.00%) RACF
Systems Management
1 1 (2.00%) HP ALM
Vendors
1 26 (52.00%) Tableau
2 8 (16.00%) Microsoft
3 7 (14.00%) Cognos
3 7 (14.00%) MicroStrategy
4 6 (12.00%) Oracle
5 4 (8.00%) Informatica
6 3 (6.00%) Google
6 3 (6.00%) IBM
7 2 (4.00%) Adobe
7 2 (4.00%) Sybase
8 1 (2.00%) Ab Initio
8 1 (2.00%) Alteryx
8 1 (2.00%) Cloudera
8 1 (2.00%) Datameer
8 1 (2.00%) Hortonworks
8 1 (2.00%) HP
8 1 (2.00%) MapR
8 1 (2.00%) Palantir
8 1 (2.00%) Talend
8 1 (2.00%) Teradata