Period
to 16 August 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 16 August 2018 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 407 344 324
Rank change year-on-year -63 -20 -56
Permanent jobs citing SAS 498 713 816
As % of all permanent IT jobs advertised in London 0.72% 0.96% 1.01%
As % of the Application Platforms category 4.02% 5.03% 5.26%
Number of salaries quoted 376 533 708
London median annual salary £60,000 £60,000 £54,000
Median salary % change year-on-year - +11.11% +2.86%
10th Percentile £38,125 £37,100 £36,250
90th Percentile £95,000 £96,000 £87,500
England median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - +9.89%

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 London with a requirement for application platform skills.

All Application Platform Skills
London
Permanent vacancies with a requirement for application platform skills 12,379 14,161 15,513
As % of all permanent IT jobs advertised in London 17.88% 19.14% 19.15%
Number of salaries quoted 9,843 11,266 13,613
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £90,000 £86,875 £82,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

SAS
Job Vacancy Trend in London

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

Job vacancy trend for SAS in London

SAS
Salary Trend in London

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

Salary trend for SAS in London

SAS
Salary Histogram in London

The salary distribution of IT jobs citing SAS in London over the 6 months to 16 August 2018.

Salary histogram for SAS in London

SAS
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SAS within the London region over the 6 months to 16 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -30 78 £65,000 +18.18% 20
West London +18 21 £50,000 +5.26% 11
South London +3 11 £48,000 -8.57% 1
East London 0 7 £50,000 - 1
SAS
England

For the 6 months to 16 August 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 London region with a requirement for SAS.

1 355 (71.29%) Analytics
2 328 (65.86%) SQL
3 216 (43.37%) Python
3 216 (43.37%) Analytical Skills
4 214 (42.97%) Finance
5 197 (39.56%) R
6 150 (30.12%) Big Data
7 147 (29.52%) Degree
8 128 (25.70%) Data Science
9 127 (25.50%) Business Intelligence
10 124 (24.90%) Agile Software Development
11 115 (23.09%) Tableau
12 114 (22.89%) Data Warehouse
13 109 (21.89%) ETL
13 109 (21.89%) Marketing
13 109 (21.89%) Data Analytics
14 99 (19.88%) Oracle
15 98 (19.68%) SPSS
16 95 (19.08%) Visualisation
17 93 (18.67%) Hadoop
18 92 (18.47%) Banking
19 91 (18.27%) Mathematics
20 90 (18.07%) Data Management
21 87 (17.47%) Java
22 86 (17.27%) Machine Learning
23 83 (16.67%) SQL Server
24 79 (15.86%) Data Analysis
25 75 (15.06%) Microsoft Excel
26 73 (14.66%) Computer Science
27 70 (14.06%) Data Quality

SAS
Co-occurring IT Skills in 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 55 (11.04%) Apache Spark
2 40 (8.03%) Apache
3 27 (5.42%) IIS
4 8 (1.61%) Confluence
5 4 (0.80%) Apache Pig
6 3 (0.60%) Adobe Experience Manager
7 2 (0.40%) Apache Solr
7 2 (0.40%) ArcGIS
7 2 (0.40%) CICS
7 2 (0.40%) CMS
7 2 (0.40%) WebSphere
8 1 (0.20%) Cloud Foundry
8 1 (0.20%) Elasticsearch
8 1 (0.20%) Oracle SOA Suite
8 1 (0.20%) WebSphere Application Server
Applications
1 98 (19.68%) SPSS
2 75 (15.06%) Microsoft Excel
3 23 (4.62%) Microsoft Office
4 17 (3.41%) Microsoft PowerPoint
5 11 (2.21%) Microsoft Project
6 10 (2.01%) MS Visio
7 5 (1.00%) Stata
8 4 (0.80%) CPLEX
8 4 (0.80%) Gephi
9 2 (0.40%) EViews
9 2 (0.40%) Mathematica
10 1 (0.20%) Mingle
10 1 (0.20%) SPSS Modeler
10 1 (0.20%) Weka
Business Applications
1 13 (2.61%) Actimize
2 9 (1.81%) Unica
3 7 (1.41%) Adobe Campaign
4 6 (1.20%) FastStats
5 4 (0.80%) SAP ERP
5 4 (0.80%) SAP Forecasting and Replenishment
5 4 (0.80%) SAP InfiniteInsight
5 4 (0.80%) SAP Retail
6 1 (0.20%) FastStats PeopleStage
6 1 (0.20%) Oracle AML
6 1 (0.20%) Salesforce.com CRM
Cloud Services
1 42 (8.43%) Amazon AWS
2 25 (5.02%) Google Analytics
3 24 (4.82%) Microsoft Azure
4 16 (3.21%) Amazon S3
5 10 (2.01%) Cloud Computing
6 9 (1.81%) Adobe Analytics
7 7 (1.41%) SaaS
8 5 (1.00%) AWS Lambda
8 5 (1.00%) Cortana Intelligence Suite
8 5 (1.00%) IBM Blueworks
9 3 (0.60%) Serverless
10 2 (0.40%) Amazon EC2
10 2 (0.40%) Amazon EMR
10 2 (0.40%) Amazon Kinesis
10 2 (0.40%) Amazon SQS
10 2 (0.40%) AWS Fargate
10 2 (0.40%) Google Cloud Platform
10 2 (0.40%) IBM Cloud
10 2 (0.40%) Virtual Private Cloud
11 1 (0.20%) CloudFront
Communications & Networking
1 9 (1.81%) SSL
2 4 (0.80%) Cisco ISE
2 4 (0.80%) Cisco Wireless
2 4 (0.80%) Fibre Channel
2 4 (0.80%) Firewall
2 4 (0.80%) LAN
2 4 (0.80%) SAN
2 4 (0.80%) Wireless
2 4 (0.80%) WLAN
3 3 (0.60%) SMS
4 1 (0.20%) Broadband
4 1 (0.20%) IMAP
4 1 (0.20%) Internet
4 1 (0.20%) Kerberos
Database & Business Intelligence
1 150 (30.12%) Big Data
2 114 (22.89%) Data Warehouse
3 93 (18.67%) Hadoop
4 83 (16.67%) SQL Server
5 61 (12.25%) QlikView
6 56 (11.24%) Data Mining
7 44 (8.84%) Base SAS
8 41 (8.23%) SQL Server Integration Services
9 40 (8.03%) SAS Enterprise Guide
10 39 (7.83%) SQL Server Reporting Services
11 34 (6.83%) Power BI
12 31 (6.22%) BusinessObjects
12 31 (6.22%) NoSQL
13 28 (5.62%) SQL Server Analysis Services
14 27 (5.42%) OLAP
15 20 (4.02%) MongoDB
15 20 (4.02%) Relational Database
16 19 (3.82%) SAS EBI
17 18 (3.61%) Apache Hive
18 15 (3.01%) Amazon Redshift
Development Applications
1 10 (2.01%) Git (software)
1 10 (2.01%) Jenkins
1 10 (2.01%) JIRA
2 3 (0.60%) Maven
3 2 (0.40%) RStudio
4 1 (0.20%) CircleCI
4 1 (0.20%) Gerrit
4 1 (0.20%) GoCD
4 1 (0.20%) Gradle
4 1 (0.20%) JMeter
4 1 (0.20%) JUnit
4 1 (0.20%) Mockito
4 1 (0.20%) Selenium
4 1 (0.20%) Subversion
General
1 214 (42.97%) Finance
2 109 (21.89%) Marketing
3 92 (18.47%) Banking
4 62 (12.45%) Retail
5 21 (4.22%) Advertising
6 17 (3.41%) Legal
7 11 (2.21%) Corporate Banking
8 9 (1.81%) Automotive
9 8 (1.61%) Investment Banking
10 7 (1.41%) Financial Institution
10 7 (1.41%) Retail Banking
11 5 (1.00%) German Language
11 5 (1.00%) Manufacturing
11 5 (1.00%) Telecoms
12 4 (0.80%) Games
12 4 (0.80%) Publishing
12 4 (0.80%) Russian Language
13 2 (0.40%) Back Office
13 2 (0.40%) Dutch Language
13 2 (0.40%) French Language
Job Titles
1 138 (27.71%) Analyst
2 86 (17.27%) Data Scientist
3 72 (14.46%) Consultant
4 53 (10.64%) Data Analyst
5 40 (8.03%) Developer
6 39 (7.83%) Senior Analyst
7 38 (7.63%) Architect
8 29 (5.82%) Analytics Manager
8 29 (5.82%) SAS Consultant
9 27 (5.42%) Data Consultant
10 24 (4.82%) Senior Data Scientist
11 19 (3.82%) Data Analytics Manager
11 19 (3.82%) SAS Analyst
11 19 (3.82%) Solutions Architect
12 18 (3.61%) Business Intelligence Analyst
13 17 (3.41%) Analytics Consultant
13 17 (3.41%) Data Architect
13 17 (3.41%) SQL Analyst
14 16 (3.21%) Business Intelligence Developer
15 14 (2.81%) SAS Developer
Libraries, Frameworks & Software Standards
1 50 (10.04%) XML
2 48 (9.64%) Web Services
3 44 (8.84%) .NET
3 44 (8.84%) HTML
4 27 (5.42%) JSP
5 12 (2.41%) Kafka
5 12 (2.41%) Natural Language Processing
5 12 (2.41%) SOAP
6 11 (2.21%) JSON
7 10 (2.01%) D3.js
7 10 (2.01%) TensorFlow
8 9 (1.81%) HTML5
8 9 (1.81%) WSDL
9 8 (1.61%) Pandas
10 6 (1.20%) CSS
10 6 (1.20%) Django
10 6 (1.20%) RabbitMQ
11 5 (1.00%) Celery
11 5 (1.00%) Flask
11 5 (1.00%) XSD
Miscellaneous
1 216 (43.37%) Analytical Skills
2 73 (14.66%) Computer Science
3 56 (11.24%) Credit Risk
4 34 (6.83%) Market Risk
5 33 (6.63%) Algorithms
5 33 (6.63%) Management Information System
6 23 (4.62%) Fintech
7 20 (4.02%) Analytical Mindset
8 18 (3.61%) Self-Motivation
9 15 (3.01%) Mobile App
10 13 (2.61%) Virtual Team
11 11 (2.21%) Reinsurance
12 9 (1.81%) Data Centre
13 8 (1.61%) Data Structures
14 6 (1.20%) Social Media
15 5 (1.00%) Mainframe
15 5 (1.00%) NHS
15 5 (1.00%) User Experience
16 4 (0.80%) Enterprise Software
16 4 (0.80%) Replication
Operating Systems
1 42 (8.43%) Unix
2 39 (7.83%) Windows
3 34 (6.83%) AIX
3 34 (6.83%) HPUX
3 34 (6.83%) Solaris
4 19 (3.82%) Linux
5 1 (0.20%) Windows Server
Processes & Methodologies
1 355 (71.29%) Analytics
2 128 (25.70%) Data Science
3 127 (25.50%) Business Intelligence
4 124 (24.90%) Agile Software Development
5 109 (21.89%) Data Analytics
5 109 (21.89%) ETL
6 95 (19.08%) Visualisation
7 91 (18.27%) Mathematics
8 90 (18.07%) Data Management
9 86 (17.27%) Machine Learning
10 79 (15.86%) Data Analysis
11 68 (13.65%) Statistics
12 60 (12.05%) Data Modelling
13 57 (11.45%) Stakeholder Management
14 55 (11.04%) Data Governance
15 54 (10.84%) Data Visualisation
16 51 (10.24%) Data Integration
16 51 (10.24%) Statistical Modelling
17 50 (10.04%) Project Management
18 48 (9.64%) Data Architecture
Programming Languages
1 328 (65.86%) SQL
2 216 (43.37%) Python
3 197 (39.56%) R
4 87 (17.47%) Java
5 45 (9.04%) VBA
6 31 (6.22%) Scala
7 23 (4.62%) JavaScript
8 22 (4.42%) MATLAB
9 17 (3.41%) C#
10 16 (3.21%) T-SQL
11 15 (3.01%) C++
11 15 (3.01%) VB
12 14 (2.81%) Perl
13 9 (1.81%) C
14 7 (1.41%) PHP
15 5 (1.00%) Data Analysis Expressions (DAX)
16 4 (0.80%) ABAP
16 4 (0.80%) Clojure
16 4 (0.80%) Fortran
16 4 (0.80%) PL/SQL
Qualifications
1 147 (29.52%) Degree
2 25 (5.02%) PhD
3 20 (4.02%) Numerate Degree
4 14 (2.81%) Master's Degree
5 10 (2.01%) Computer Science Degree
6 9 (1.81%) PMI Certification
6 9 (1.81%) TOGAF Certification
7 7 (1.41%) ITIL Certification
8 6 (1.20%) ISEB
8 6 (1.20%) ISTQB
8 6 (1.20%) PMP
9 4 (0.80%) CCNP
9 4 (0.80%) Cisco Certification
9 4 (0.80%) ISTQB Foundation Certification
10 3 (0.60%) Security Cleared
11 2 (0.40%) SC Cleared
12 1 (0.20%) Oracle Certification
12 1 (0.20%) Postgraduate
12 1 (0.20%) SAS Certification
Quality Assurance & Compliance
1 70 (14.06%) Data Quality
2 16 (3.21%) QA
3 8 (1.61%) GDPR
3 8 (1.61%) IFRS
3 8 (1.61%) IFRS 9
4 7 (1.41%) Solvency II
5 4 (0.80%) Actionable Recommendations
5 4 (0.80%) SLA
6 3 (0.60%) COBIT
6 3 (0.60%) Dodd-Frank
6 3 (0.60%) FATCA
7 1 (0.20%) EMIR
7 1 (0.20%) MiFID
System Software
1 12 (2.41%) Docker
2 8 (1.61%) HDFS
3 2 (0.40%) ACF2
3 2 (0.40%) Active Directory
3 2 (0.40%) Apache Flume
3 2 (0.40%) RACF
4 1 (0.20%) Oracle RAC
Systems Management
1 2 (0.40%) HP ALM
1 2 (0.40%) HP Quality Center
1 2 (0.40%) Kubernetes
1 2 (0.40%) Oozie
1 2 (0.40%) Terraform
2 1 (0.20%) Ansible
2 1 (0.20%) BMC PATROL
2 1 (0.20%) Control-M
2 1 (0.20%) Data Guard
2 1 (0.20%) Enterprise Manager Cloud Control
2 1 (0.20%) Mesos
2 1 (0.20%) Oracle RMAN
2 1 (0.20%) Packer
2 1 (0.20%) Rancher
Vendors
1 115 (23.09%) Tableau
2 99 (19.88%) Oracle
3 50 (10.04%) Microsoft
4 36 (7.23%) Google
5 32 (6.43%) Adobe
6 29 (5.82%) MicroStrategy
7 28 (5.62%) Informatica
8 27 (5.42%) IBM
9 25 (5.02%) SAP
10 23 (4.62%) Cognos
11 21 (4.22%) Alteryx
11 21 (4.22%) Teradata
12 15 (3.01%) Cloudera
13 13 (2.61%) Cisco
14 12 (2.41%) Salesforce.com
15 10 (2.01%) Netezza
15 10 (2.01%) Talend
16 8 (1.61%) MapR
17 7 (1.41%) Hortonworks
18 5 (1.00%) Cadence