Period
to 22 February 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 February 2018 with a comparison to the same period in the previous 2 years.

SAS System
Central London > City of London
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 251 282 216
Rank change year-on-year +31 -66 +30
Permanent jobs citing SAS 81 53 179
As % of all permanent IT jobs advertised in the City of London 0.76% 0.51% 1.28%
As % of the Application Platforms category 4.44% 2.91% 7.04%
Number of salaries quoted 71 46 160
City of London median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -9.09%
10th Percentile £41,250 £35,375 £35,000
90th Percentile £115,000 £93,750 £71,500
Central London median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -4.55%

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 1,824 1,821 2,543
As % of all permanent IT jobs advertised in the City of London 17.01% 17.38% 18.23%
Number of salaries quoted 1,647 1,679 2,254
City of London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £32,750 £31,250
90th Percentile £92,500 £87,500 £85,000
Central London median annual salary £55,500 £56,500 £55,000
% change year-on-year -1.77% +2.73% +7.32%

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 February 2018.

Salary histogram for SAS in the City of London

For the 6 months to 22 February 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 37 (45.68%) SQL
2 36 (44.44%) Finance
3 29 (35.80%) Analytics
4 25 (30.86%) Mathematics
4 25 (30.86%) Business Intelligence
5 24 (29.63%) R
6 23 (28.40%) Degree
7 22 (27.16%) Python
8 20 (24.69%) Data Analytics
9 18 (22.22%) Data Mining
10 17 (20.99%) Statistics
10 17 (20.99%) Hadoop
10 17 (20.99%) Data Science
11 16 (19.75%) Tableau
11 16 (19.75%) Machine Learning
11 16 (19.75%) Microsoft
12 15 (18.52%) QlikView
13 14 (17.28%) Visualisation
13 14 (17.28%) Project Management
14 13 (16.05%) Banking
14 13 (16.05%) Apache Hive
14 13 (16.05%) Big Data
15 12 (14.81%) Security Cleared
15 12 (14.81%) Computer Science
15 12 (14.81%) Data Analysis
15 12 (14.81%) Agile Software Development
15 12 (14.81%) SPSS
16 11 (13.58%) Microsoft Excel
17 10 (12.35%) Data Governance
17 10 (12.35%) Analytical Skills

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 9 (11.11%) Apache Spark
2 6 (7.41%) Apache Pig
2 6 (7.41%) Exchange Server 2010
2 6 (7.41%) MS Exchange
3 2 (2.47%) Apache
Applications
1 12 (14.81%) SPSS
2 11 (13.58%) Microsoft Excel
3 6 (7.41%) Microsoft Office
3 6 (7.41%) Microsoft PowerPoint
4 1 (1.23%) MS Visio
Cloud Services
1 8 (9.88%) Microsoft Azure
2 6 (7.41%) Office 365
3 5 (6.17%) Amazon AWS
4 3 (3.70%) Cloud Computing
5 2 (2.47%) Amazon EC2
5 2 (2.47%) Amazon EMR
5 2 (2.47%) Cortana Intelligence Suite
6 1 (1.23%) GitHub
6 1 (1.23%) Google Analytics
6 1 (1.23%) PaaS
6 1 (1.23%) SaaS
Communications & Networking
1 6 (7.41%) DNS
1 6 (7.41%) Firewall
1 6 (7.41%) iSCSI
1 6 (7.41%) SAN
Database & Business Intelligence
1 18 (22.22%) Data Mining
2 17 (20.99%) Hadoop
3 15 (18.52%) QlikView
4 13 (16.05%) Apache Hive
4 13 (16.05%) Big Data
5 9 (11.11%) Data Warehouse
6 7 (8.64%) BusinessObjects
6 7 (8.64%) MongoDB
6 7 (8.64%) Power BI
7 6 (7.41%) Base SAS
8 5 (6.17%) Apache Cassandra
8 5 (6.17%) SAS EBI
9 4 (4.94%) HBase
9 4 (4.94%) Spotfire
9 4 (4.94%) SQL Server
10 3 (3.70%) Lumira
10 3 (3.70%) NoSQL
10 3 (3.70%) Oracle Reports
11 2 (2.47%) Data Lake
11 2 (2.47%) Impala
Development Applications
1 1 (1.23%) ERwin
1 1 (1.23%) Jenkins
1 1 (1.23%) Subversion
1 1 (1.23%) Toad
General
1 36 (44.44%) Finance
2 13 (16.05%) Banking
3 9 (11.11%) Retail
4 6 (7.41%) Advertising
4 6 (7.41%) Telecoms
5 4 (4.94%) Japanese Language
5 4 (4.94%) Legal
6 1 (1.23%) Games
6 1 (1.23%) Local Government
6 1 (1.23%) Marketing
Job Titles
1 37 (45.68%) Analyst
2 16 (19.75%) Data Analyst
3 13 (16.05%) SAS Analyst
4 12 (14.81%) Data Scientist
5 7 (8.64%) SAS Data Analyst
6 6 (7.41%) Information Analyst
6 6 (7.41%) Information Security Analyst
6 6 (7.41%) QlikView Analyst
6 6 (7.41%) SAN Engineer
6 6 (7.41%) Security Analyst
6 6 (7.41%) Senior Analyst
6 6 (7.41%) VMware Engineer
7 5 (6.17%) 3rd Line Engineer
7 5 (6.17%) Cisco Engineer
7 5 (6.17%) Developer
8 4 (4.94%) Architect
8 4 (4.94%) Consultant
8 4 (4.94%) Data Architect
8 4 (4.94%) Database Analyst
8 4 (4.94%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 5 (6.17%) XML
2 4 (4.94%) D3.js
2 4 (4.94%) GraphX
2 4 (4.94%) MLlib
2 4 (4.94%) NumPy
2 4 (4.94%) Pandas
2 4 (4.94%) scikit-learn
3 3 (3.70%) Web Services
4 2 (2.47%) Natural Language Processing
5 1 (1.23%) .NET
5 1 (1.23%) HTML
5 1 (1.23%) JSON
5 1 (1.23%) Kafka
5 1 (1.23%) XSD
Miscellaneous
1 12 (14.81%) Computer Science
2 10 (12.35%) Algorithms
2 10 (12.35%) Analytical Skills
3 8 (9.88%) Credit Risk
4 6 (7.41%) CESG
4 6 (7.41%) Clustering
5 5 (6.17%) Fintech
6 4 (4.94%) Management Information System
6 4 (4.94%) Reinsurance
7 3 (3.70%) Virtual Team
8 2 (2.47%) Market Risk
9 1 (1.23%) Data Structures
9 1 (1.23%) Mainframe
Operating Systems
1 7 (8.64%) Windows
2 6 (7.41%) Windows Server
2 6 (7.41%) Windows Server 2012
3 3 (3.70%) Linux
4 2 (2.47%) Unix
5 1 (1.23%) AIX
5 1 (1.23%) HPUX
5 1 (1.23%) Solaris
Processes & Methodologies
1 29 (35.80%) Analytics
2 25 (30.86%) Business Intelligence
2 25 (30.86%) Mathematics
3 20 (24.69%) Data Analytics
4 17 (20.99%) Data Science
4 17 (20.99%) Statistics
5 16 (19.75%) Machine Learning
6 14 (17.28%) Project Management
6 14 (17.28%) Visualisation
7 12 (14.81%) Agile Software Development
7 12 (14.81%) Data Analysis
8 10 (12.35%) Data Governance
9 9 (11.11%) ETL
10 8 (9.88%) Data Modelling
10 8 (9.88%) Statistical Modelling
11 7 (8.64%) Anti-Money Laundering
11 7 (8.64%) Risk Assessment
12 6 (7.41%) Information Security
12 6 (7.41%) Internal Audit
12 6 (7.41%) Presales
Programming Languages
1 37 (45.68%) SQL
2 24 (29.63%) R
3 22 (27.16%) Python
4 9 (11.11%) C
5 8 (9.88%) Java
5 8 (9.88%) MATLAB
6 6 (7.41%) C++
7 4 (4.94%) Fortran
7 4 (4.94%) Scala
7 4 (4.94%) T-SQL
8 3 (3.70%) JavaScript
8 3 (3.70%) VB
9 2 (2.47%) C#
9 2 (2.47%) Perl
9 2 (2.47%) PHP
10 1 (1.23%) PL/SQL
10 1 (1.23%) SAS Macro
10 1 (1.23%) VBA
Qualifications
1 23 (28.40%) Degree
2 12 (14.81%) Security Cleared
3 8 (9.88%) SC Cleared
4 6 (7.41%) CISM
4 6 (7.41%) CISSP
5 5 (6.17%) CCNA
5 5 (6.17%) Cisco Certification
6 4 (4.94%) ACCA
6 4 (4.94%) CIMA
7 3 (3.70%) Numerate Degree
8 2 (2.47%) Computer Science Degree
9 1 (1.23%) DV Cleared
9 1 (1.23%) Master's Degree
9 1 (1.23%) PhD
Quality Assurance & Compliance
1 9 (11.11%) Data Quality
2 8 (9.88%) GDPR
3 7 (8.64%) Solvency II
4 6 (7.41%) ISO/IEC 27001
4 6 (7.41%) SAS 70
5 2 (2.47%) Basel III
5 2 (2.47%) EMIR
5 2 (2.47%) IFRS
5 2 (2.47%) IFRS 9
5 2 (2.47%) MiFID
6 1 (1.23%) Dodd-Frank
6 1 (1.23%) FATCA
System Software
1 5 (6.17%) VMware Infrastructure
2 2 (2.47%) Apache Flume
Systems Management
1 2 (2.47%) Opscode Chef
2 1 (1.23%) Rundeck
Vendors
1 16 (19.75%) Microsoft
1 16 (19.75%) Tableau
2 6 (7.41%) Oracle
2 6 (7.41%) VMware
3 5 (6.17%) Cisco
3 5 (6.17%) Teradata
4 4 (4.94%) FIS
4 4 (4.94%) Google
4 4 (4.94%) MicroStrategy
5 3 (3.70%) IBM
5 3 (3.70%) SAP
6 2 (2.47%) Apple
6 2 (2.47%) Capita
6 2 (2.47%) Informatica
7 1 (1.23%) Ab Initio
7 1 (1.23%) Cognos
7 1 (1.23%) Hortonworks
7 1 (1.23%) Netezza
7 1 (1.23%) Salesforce.com
7 1 (1.23%) Vertica