Period
to 18 June 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 18 June 2018 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 400 350 292
Rank change year-on-year -50 -58 -20
Permanent jobs citing SAS 502 633 953
As % of all permanent IT jobs advertised in London 0.73% 0.91% 1.17%
As % of the Application Platforms category 4.09% 4.81% 6.15%
Number of salaries quoted 374 519 805
London median annual salary £58,000 £56,000 £54,000
Median salary % change year-on-year +3.57% +3.70% -1.82%
10th Percentile £36,625 £36,250 £36,250
90th Percentile £96,750 £92,500 £85,000
England median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +5.26%

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 12,265 13,168 15,500
As % of all permanent IT jobs advertised in London 17.72% 18.86% 19.00%
Number of salaries quoted 9,874 10,836 13,566
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £34,750 £32,000 £31,250
90th Percentile £90,000 £85,000 £81,250
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 18 June 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 18 June 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 -18 92 £58,000 +5.45% 13
West London +13 19 £40,000 -15.79% 5
South London -11 10 £48,500 -7.62% 1
East London +9 7 £50,000 -11.11% 4
SAS
England

For the 6 months to 18 June 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.

1 354 (70.52%) Analytics
2 327 (65.14%) SQL
3 213 (42.43%) Python
4 209 (41.63%) Analytical Skills
5 205 (40.84%) R
6 179 (35.66%) Finance
7 170 (33.86%) Big Data
8 141 (28.09%) Degree
9 124 (24.70%) Hadoop
10 120 (23.90%) Business Intelligence
10 120 (23.90%) Agile Software Development
11 118 (23.51%) Data Science
12 115 (22.91%) ETL
13 113 (22.51%) Data Analytics
14 106 (21.12%) Mathematics
15 105 (20.92%) Tableau
16 102 (20.32%) Marketing
17 101 (20.12%) Data Warehouse
18 98 (19.52%) Java
19 97 (19.32%) SPSS
20 94 (18.73%) Visualisation
21 92 (18.33%) Machine Learning
22 89 (17.73%) Oracle
23 87 (17.33%) Microsoft Excel
24 81 (16.14%) Computer Science
25 79 (15.74%) Banking
26 78 (15.54%) Data Management
27 75 (14.94%) Statistics
28 74 (14.74%) Data Quality
28 74 (14.74%) Retail

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 74 (14.74%) Apache Spark
2 42 (8.37%) Apache
3 22 (4.38%) IIS
4 15 (2.99%) Apache Pig
5 8 (1.59%) Confluence
6 7 (1.39%) Exchange Server 2010
6 7 (1.39%) MS Exchange
7 6 (1.20%) Apache Solr
8 5 (1.00%) WebSphere
9 4 (0.80%) Tuxedo
10 2 (0.40%) ArcGIS
10 2 (0.40%) CMS
11 1 (0.20%) Adobe Experience Manager
11 1 (0.20%) CICS
11 1 (0.20%) Cloud Foundry
11 1 (0.20%) Elasticsearch
11 1 (0.20%) IBM Domino
11 1 (0.20%) SharePoint
Applications
1 97 (19.32%) SPSS
2 87 (17.33%) Microsoft Excel
3 22 (4.38%) Microsoft PowerPoint
4 19 (3.78%) Microsoft Office
5 11 (2.19%) MS Visio
6 10 (1.99%) Microsoft Project
7 4 (0.80%) Gephi
7 4 (0.80%) Mathematica
7 4 (0.80%) Weka
8 3 (0.60%) CPLEX
9 2 (0.40%) EViews
9 2 (0.40%) Stata
10 1 (0.20%) Mingle
10 1 (0.20%) SPSS Modeler
Business Applications
1 10 (1.99%) Actimize
1 10 (1.99%) Unica
2 9 (1.79%) Adobe Campaign
3 5 (1.00%) FastStats
3 5 (1.00%) SAP InfiniteInsight
4 4 (0.80%) SAP ERP
4 4 (0.80%) SAP Forecasting and Replenishment
4 4 (0.80%) SAP Retail
5 1 (0.20%) FastStats PeopleStage
5 1 (0.20%) Oracle AML
5 1 (0.20%) Salesforce.com CRM
5 1 (0.20%) WebTrends
Cloud Services
1 60 (11.95%) Amazon AWS
2 32 (6.37%) Google Analytics
2 32 (6.37%) Microsoft Azure
3 21 (4.18%) Amazon S3
4 12 (2.39%) Cloud Computing
5 8 (1.59%) Adobe Analytics
6 7 (1.39%) Office 365
7 6 (1.20%) Google Cloud Platform
7 6 (1.20%) IBM Blueworks
8 5 (1.00%) Amazon Kinesis
8 5 (1.00%) Cortana Intelligence Suite
9 4 (0.80%) SaaS
10 2 (0.40%) AdWords
10 2 (0.40%) Amazon EMR
10 2 (0.40%) AWS Fargate
10 2 (0.40%) AWS Lambda
10 2 (0.40%) Bluemix
10 2 (0.40%) IBM Cloud
10 2 (0.40%) Serverless
11 1 (0.20%) Google Tag Manager
Communications & Networking
1 16 (3.19%) SSL
2 9 (1.79%) DNS
2 9 (1.79%) iSCSI
3 7 (1.39%) Firewall
3 7 (1.39%) SAN
4 3 (0.60%) Broadband
5 2 (0.40%) IPv4
5 2 (0.40%) SMS
6 1 (0.20%) IMAP
6 1 (0.20%) Internet
6 1 (0.20%) Kerberos
Database & Business Intelligence
1 170 (33.86%) Big Data
2 124 (24.70%) Hadoop
3 101 (20.12%) Data Warehouse
4 66 (13.15%) QlikView
4 66 (13.15%) SQL Server
5 58 (11.55%) Data Mining
6 49 (9.76%) Base SAS
7 40 (7.97%) Power BI
8 36 (7.17%) Apache Hive
8 36 (7.17%) MongoDB
8 36 (7.17%) SAS Enterprise Guide
9 29 (5.78%) OLAP
9 29 (5.78%) SQL Server Integration Services
10 27 (5.38%) NoSQL
11 23 (4.58%) SAS EBI
11 23 (4.58%) SQL Server Reporting Services
12 22 (4.38%) Apache Cassandra
12 22 (4.38%) Relational Database
13 20 (3.98%) MySQL
13 20 (3.98%) Oracle OLAP
Development Applications
1 9 (1.79%) JIRA
2 7 (1.39%) Git (software)
3 5 (1.00%) Jenkins
4 3 (0.60%) RStudio
5 1 (0.20%) GoCD
5 1 (0.20%) Gradle
5 1 (0.20%) JMeter
5 1 (0.20%) JUnit
5 1 (0.20%) Mockito
5 1 (0.20%) Selenium
5 1 (0.20%) Subversion
5 1 (0.20%) Team Foundation Server
5 1 (0.20%) Visual Studio
General
1 179 (35.66%) Finance
2 102 (20.32%) Marketing
3 79 (15.74%) Banking
4 74 (14.74%) Retail
5 17 (3.39%) Advertising
5 17 (3.39%) Legal
6 10 (1.99%) Automotive
7 8 (1.59%) Corporate Banking
8 6 (1.20%) Investment Banking
8 6 (1.20%) Telecoms
9 5 (1.00%) German Language
9 5 (1.00%) Japanese Language
10 4 (0.80%) Retail Banking
10 4 (0.80%) Russian Language
11 3 (0.60%) Financial Institution
11 3 (0.60%) Manufacturing
11 3 (0.60%) Pharmaceutical
11 3 (0.60%) Publishing
12 2 (0.40%) Front Office
12 2 (0.40%) Law
Job Titles
1 134 (26.69%) Analyst
2 74 (14.74%) Data Scientist
3 63 (12.55%) Consultant
4 45 (8.96%) Analytics Manager
4 45 (8.96%) Data Analyst
5 41 (8.17%) Senior Analyst
6 38 (7.57%) Developer
7 36 (7.17%) Architect
8 32 (6.37%) Data Analytics Manager
9 26 (5.18%) Data Consultant
10 24 (4.78%) Senior Data Scientist
11 22 (4.38%) Solutions Architect
12 20 (3.98%) SAS Consultant
13 18 (3.59%) Analytics Consultant
14 17 (3.39%) Insight Analyst
14 17 (3.39%) Senior Consultant
15 16 (3.19%) Data Manager
15 16 (3.19%) SAS Analyst
16 13 (2.59%) Data Architect
16 13 (2.59%) Technical Architect
Libraries, Frameworks & Software Standards
1 54 (10.76%) Web Services
1 54 (10.76%) XML
2 47 (9.36%) .NET
3 30 (5.98%) HTML
4 22 (4.38%) JSP
5 19 (3.78%) JSON
5 19 (3.78%) SOAP
6 17 (3.39%) Natural Language Processing
6 17 (3.39%) Pandas
7 16 (3.19%) Kafka
7 16 (3.19%) WSDL
8 14 (2.79%) D3.js
9 12 (2.39%) TensorFlow
10 9 (1.79%) NumPy
10 9 (1.79%) scikit-learn
11 6 (1.20%) SciPy
11 6 (1.20%) XSD
12 5 (1.00%) Akka
12 5 (1.00%) RabbitMQ
13 4 (0.80%) AngularJS
Miscellaneous
1 209 (41.63%) Analytical Skills
2 81 (16.14%) Computer Science
3 52 (10.36%) Credit Risk
4 39 (7.77%) Algorithms
5 31 (6.18%) Management Information System
6 28 (5.58%) Market Risk
7 27 (5.38%) Mobile App
8 20 (3.98%) Fintech
9 16 (3.19%) Data Centre
10 14 (2.79%) Self-Motivation
11 13 (2.59%) Analytical Mindset
12 9 (1.79%) Data Structures
13 7 (1.39%) Clustering
13 7 (1.39%) Reinsurance
14 6 (1.20%) Greenfield Project
14 6 (1.20%) User Experience
14 6 (1.20%) Virtual Team
15 5 (1.00%) FMCG
15 5 (1.00%) NHS
16 4 (0.80%) Social Media
Operating Systems
1 39 (7.77%) Windows
2 34 (6.77%) Unix
3 28 (5.58%) Linux
4 26 (5.18%) AIX
4 26 (5.18%) HPUX
4 26 (5.18%) Solaris
5 9 (1.79%) Windows Server
5 9 (1.79%) Windows Server 2012
Processes & Methodologies
1 354 (70.52%) Analytics
2 120 (23.90%) Agile Software Development
2 120 (23.90%) Business Intelligence
3 118 (23.51%) Data Science
4 115 (22.91%) ETL
5 113 (22.51%) Data Analytics
6 106 (21.12%) Mathematics
7 94 (18.73%) Visualisation
8 92 (18.33%) Machine Learning
9 78 (15.54%) Data Management
10 75 (14.94%) Statistics
11 70 (13.94%) Data Visualisation
12 69 (13.75%) Data Analysis
13 58 (11.55%) Stakeholder Management
14 57 (11.35%) Data Architecture
15 55 (10.96%) Problem-Solving
16 52 (10.36%) Data Integration
17 50 (9.96%) Project Management
18 46 (9.16%) Data Governance
19 41 (8.17%) Artificial Intelligence
Programming Languages
1 327 (65.14%) SQL
2 213 (42.43%) Python
3 205 (40.84%) R
4 98 (19.52%) Java
5 51 (10.16%) VBA
6 44 (8.76%) Scala
7 32 (6.37%) MATLAB
8 22 (4.38%) Perl
9 16 (3.19%) C
10 13 (2.59%) C++
10 13 (2.59%) PHP
11 12 (2.39%) C#
11 12 (2.39%) JavaScript
11 12 (2.39%) VB
12 10 (1.99%) T-SQL
13 8 (1.59%) Fortran
14 4 (0.80%) Clojure
15 3 (0.60%) PL/SQL
16 2 (0.40%) PowerShell
16 2 (0.40%) Shell Script
Qualifications
1 141 (28.09%) Degree
2 37 (7.37%) PhD
3 26 (5.18%) Numerate Degree
4 21 (4.18%) Master's Degree
5 20 (3.98%) TOGAF Certification
6 12 (2.39%) Computer Science Degree
7 9 (1.79%) CCNA
7 9 (1.79%) Cisco Certification
8 7 (1.39%) Security Cleared
9 5 (1.00%) PMI Certification
9 5 (1.00%) PMP
10 3 (0.60%) ACCA
10 3 (0.60%) CIMA
11 2 (0.40%) SC Cleared
12 1 (0.20%) ISEB
12 1 (0.20%) ISTQB
12 1 (0.20%) ITIL Certification
12 1 (0.20%) Oracle Certification
12 1 (0.20%) Postgraduate
12 1 (0.20%) SAS Certification
Quality Assurance & Compliance
1 74 (14.74%) Data Quality
2 13 (2.59%) Solvency II
3 8 (1.59%) IFRS
3 8 (1.59%) IFRS 9
4 7 (1.39%) QA
5 6 (1.20%) GDPR
6 5 (1.00%) EMIR
7 4 (0.80%) MiFID
8 3 (0.60%) Actionable Recommendations
8 3 (0.60%) Dodd-Frank
9 2 (0.40%) FATCA
10 1 (0.20%) CRD IV
System Software
1 10 (1.99%) Apache Flume
1 10 (1.99%) Docker
2 9 (1.79%) VMware Infrastructure
3 3 (0.60%) HDFS
4 2 (0.40%) Active Directory
5 1 (0.20%) ACF2
5 1 (0.20%) RACF
Systems Management
1 6 (1.20%) Terraform
2 2 (0.40%) HP Quality Center
2 2 (0.40%) Oozie
3 1 (0.20%) HP ALM
3 1 (0.20%) Kubernetes
3 1 (0.20%) Mesos
3 1 (0.20%) Rancher
Vendors
1 105 (20.92%) Tableau
2 89 (17.73%) Oracle
3 58 (11.55%) Microsoft
4 44 (8.76%) Google
5 30 (5.98%) Teradata
6 25 (4.98%) Cisco
7 24 (4.78%) Adobe
7 24 (4.78%) Informatica
8 23 (4.58%) IBM
9 22 (4.38%) MicroStrategy
10 21 (4.18%) Alteryx
11 20 (3.98%) Cloudera
12 19 (3.78%) Netezza
13 16 (3.19%) SAP
14 15 (2.99%) Cognos
15 13 (2.59%) Talend
16 10 (1.99%) Salesforce.com
17 9 (1.79%) Hortonworks
17 9 (1.79%) MapR
17 9 (1.79%) VMware