Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 329 378 277
Rank change year-on-year +49 -101 -8
Permanent jobs citing SAS 727 609 1073
As % of all permanent IT jobs advertised in London 0.97% 0.80% 1.21%
As % of the Application Platforms category 5.15% 4.28% 6.24%
Number of salaries quoted 518 537 851
London median annual salary £60,000 £52,500 £51,617
Median salary % change year-on-year +14.29% +1.71% +0.23%
10th Percentile £40,000 £35,000 £35,500
90th Percentile £95,000 £90,000 £86,250
England median annual salary £50,000 £46,235 £46,000
% change year-on-year +8.14% +0.51% -3.16%

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 14110 14235 17201
As % of all permanent IT jobs advertised in London 18.78% 18.72% 19.40%
Number of salaries quoted 11289 12312 14574
London median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £31,525 £30,500
90th Percentile £87,500 £83,750 £80,000
England median annual salary £47,500 £46,000 £45,000
% change year-on-year +3.26% +2.22% +5.88%

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 23 November 2017.

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 23 November 2017. 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 +23 108 £55,000 +14.58% 9
West London +7 17 £55,000 +22.22% 2
East London +2 5 £70,000 +40.00%
South London +4 4 £58,500 -0.43%
North London +8 1 £65,000 -
SAS
England

For the 6 months to 23 November 2017, IT jobs citing 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 London region with a requirement for SAS.

1 428 (58.87%) Analytics
2 422 (58.05%) SQL
3 338 (46.49%) Finance
4 328 (45.12%) Python
5 316 (43.47%) R
6 239 (32.87%) Analytical Skills
7 213 (29.30%) Tableau
8 206 (28.34%) Banking
9 195 (26.82%) Degree
10 190 (26.13%) Oracle
11 173 (23.80%) Hadoop
12 171 (23.52%) Big Data
13 165 (22.70%) SPSS
14 157 (21.60%) Java
15 156 (21.46%) Data Analytics
16 155 (21.32%) Business Intelligence
17 152 (20.91%) Visualisation
18 144 (19.81%) Microsoft Excel
19 136 (18.71%) Statistics
20 135 (18.57%) QlikView
21 129 (17.74%) Agile Software Development
22 127 (17.47%) Microsoft
23 118 (16.23%) Stakeholder Management
24 117 (16.09%) Mathematics
25 114 (15.68%) Marketing
25 114 (15.68%) Machine Learning
26 110 (15.13%) SQL Server
27 106 (14.58%) ETL
28 103 (14.17%) MATLAB
29 101 (13.89%) 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 79 (10.87%) Apache Spark
2 24 (3.30%) Apache Pig
3 22 (3.03%) Apache
4 16 (2.20%) Apache Airflow
5 6 (0.83%) Confluence
6 2 (0.28%) Apache Solr
7 1 (0.14%) ArcGIS
7 1 (0.14%) Elasticsearch
7 1 (0.14%) Exchange Server 2010
7 1 (0.14%) MS Exchange
Applications
1 165 (22.70%) SPSS
2 144 (19.81%) Microsoft Excel
3 34 (4.68%) Microsoft PowerPoint
4 29 (3.99%) Microsoft Office
5 12 (1.65%) MS Visio
6 6 (0.83%) SPSS Modeler
7 5 (0.69%) Mathematica
8 4 (0.55%) Spreadsheet
9 2 (0.28%) Gephi
9 2 (0.28%) Microsoft Project
9 2 (0.28%) Weka
10 1 (0.14%) EViews
10 1 (0.14%) Stata
10 1 (0.14%) Vensim
Business Applications
1 18 (2.48%) Actimize
2 17 (2.34%) SAP InfiniteInsight
3 15 (2.06%) SAP ERP
4 9 (1.24%) Oracle AML
5 7 (0.96%) Adobe Campaign
6 3 (0.41%) Unica
7 2 (0.28%) Oracle Procure-to-Pay
7 2 (0.28%) Salesforce.com CRM
8 1 (0.14%) Cognos Business Intelligence
Cloud Services
1 39 (5.36%) Amazon AWS
2 30 (4.13%) Google Analytics
3 24 (3.30%) Cloud Computing
4 20 (2.75%) Microsoft Azure
5 14 (1.93%) Google Cloud Platform
6 10 (1.38%) Adobe Analytics
7 8 (1.10%) Amazon EMR
7 8 (1.10%) Amazon Kinesis
8 6 (0.83%) Amazon EC2
8 6 (0.83%) Amazon S3
9 5 (0.69%) Amazon SQS
9 5 (0.69%) PaaS
10 4 (0.55%) AdWords
10 4 (0.55%) Azure Machine Learning
10 4 (0.55%) SaaS
11 3 (0.41%) GitHub
12 2 (0.28%) Cortana Intelligence Suite
13 1 (0.14%) CloudBees
13 1 (0.14%) Office 365
Communications & Networking
1 11 (1.51%) DNS
2 10 (1.38%) Firewall
3 9 (1.24%) Cisco ASA
3 9 (1.24%) NetScaler
3 9 (1.24%) Wireshark
4 6 (0.83%) SSL
5 4 (0.55%) Fibre Channel
5 4 (0.55%) NAS
6 3 (0.41%) Network Security
7 2 (0.28%) Internet
7 2 (0.28%) iSCSI
8 1 (0.14%) IPv4
8 1 (0.14%) Kerberos
8 1 (0.14%) MPLS
8 1 (0.14%) Radio Access Network
8 1 (0.14%) SAN
8 1 (0.14%) VPN
8 1 (0.14%) VSAT
Database & Business Intelligence
1 173 (23.80%) Hadoop
2 171 (23.52%) Big Data
3 135 (18.57%) QlikView
4 110 (15.13%) SQL Server
5 91 (12.52%) Data Mining
6 88 (12.10%) Data Warehouse
7 76 (10.45%) Spotfire
8 67 (9.22%) SAS Visual Analytics
9 64 (8.80%) Apache Hive
10 61 (8.39%) NoSQL
10 61 (8.39%) Relational Database
11 56 (7.70%) SAS Data Integration Studio
12 53 (7.29%) Base SAS
12 53 (7.29%) SAS Enterprise Guide
13 43 (5.91%) MongoDB
14 41 (5.64%) Apache Cassandra
15 36 (4.95%) Power BI
16 33 (4.54%) HBase
17 29 (3.99%) RDBMS
18 26 (3.58%) Oracle Reports
Development Applications
1 36 (4.95%) ProC
2 14 (1.93%) Talend Open Studio
3 9 (1.24%) Git (software)
4 6 (0.83%) JIRA
5 5 (0.69%) Atlassian Bamboo
6 4 (0.55%) Jenkins
7 3 (0.41%) Subversion
8 2 (0.28%) ERwin
8 2 (0.28%) RStudio
8 2 (0.28%) SQL Server Management Studio (SSMS)
9 1 (0.14%) Maven
9 1 (0.14%) PowerDesigner
9 1 (0.14%) Selenium
9 1 (0.14%) SonarQube
9 1 (0.14%) TeamCity
9 1 (0.14%) Toad
General
1 338 (46.49%) Finance
2 206 (28.34%) Banking
3 114 (15.68%) Marketing
4 101 (13.89%) Retail
5 62 (8.53%) Retail Banking
6 58 (7.98%) Investment Banking
7 56 (7.70%) Financial Institution
8 44 (6.05%) Front Office
9 27 (3.71%) Telecoms
10 26 (3.58%) Advertising
11 10 (1.38%) Aerospace
12 9 (1.24%) Legal
13 8 (1.10%) Manufacturing
14 4 (0.55%) Corporate Banking
14 4 (0.55%) Electronics
15 3 (0.41%) French Language
15 3 (0.41%) German Language
15 3 (0.41%) Pharmaceutical
16 2 (0.28%) Automotive
16 2 (0.28%) Publishing
Job Titles
1 194 (26.69%) Analyst
2 110 (15.13%) Consultant
3 94 (12.93%) Data Analyst
4 87 (11.97%) Data Scientist
5 71 (9.77%) Developer
6 63 (8.67%) SAS Consultant
7 61 (8.39%) Analytics Manager
8 49 (6.74%) Data Analytics Manager
8 49 (6.74%) Data Manager
9 43 (5.91%) Software Engineer
10 42 (5.78%) SAS Analyst
10 42 (5.78%) Senior Analyst
11 26 (3.58%) SAS Data Analyst
11 26 (3.58%) Senior Consultant
12 24 (3.30%) Architect
13 22 (3.03%) Marketing Analyst
14 21 (2.89%) Data Consultant
14 21 (2.89%) Senior Data Scientist
15 20 (2.75%) Business Consultant
15 20 (2.75%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 32 (4.40%) Web Services
2 28 (3.85%) .NET
3 25 (3.44%) XML
4 19 (2.61%) D3.js
5 16 (2.20%) JSON
6 15 (2.06%) Natural Language Processing
7 10 (1.38%) Kafka
7 10 (1.38%) NumPy
8 9 (1.24%) RESTful
9 8 (1.10%) AngularJS
9 8 (1.10%) CSS
9 8 (1.10%) HTML
9 8 (1.10%) HTML5
9 8 (1.10%) Pandas
9 8 (1.10%) React
10 7 (0.96%) scikit-learn
10 7 (0.96%) SOAP
11 6 (0.83%) TensorFlow
11 6 (0.83%) WSDL
12 5 (0.69%) SciPy
Miscellaneous
1 239 (32.87%) Analytical Skills
2 87 (11.97%) Computer Science
3 57 (7.84%) Algorithms
4 45 (6.19%) Credit Risk
5 26 (3.58%) Management Information System
6 19 (2.61%) Market Risk
7 18 (2.48%) Fintech
8 13 (1.79%) Virtual Team
9 12 (1.65%) Reinsurance
10 11 (1.51%) Analytical Mindset
11 10 (1.38%) Data Structures
12 8 (1.10%) Digital Media
12 8 (1.10%) Mobile App
12 8 (1.10%) Social Network
12 8 (1.10%) User Experience
13 6 (0.83%) CESG
13 6 (0.83%) Data Centre
14 5 (0.69%) Mainframe
15 4 (0.55%) Enterprise Storage
15 4 (0.55%) Social Media
Operating Systems
1 64 (8.80%) Linux
2 34 (4.68%) Unix
3 13 (1.79%) Windows
4 9 (1.24%) Solaris
5 2 (0.28%) Windows Server
5 2 (0.28%) Windows Server 2012
6 1 (0.14%) Red Hat Enterprise Linux
6 1 (0.14%) VMS
Processes & Methodologies
1 428 (58.87%) Analytics
2 156 (21.46%) Data Analytics
3 155 (21.32%) Business Intelligence
4 152 (20.91%) Visualisation
5 136 (18.71%) Statistics
6 129 (17.74%) Agile Software Development
7 118 (16.23%) Stakeholder Management
8 117 (16.09%) Mathematics
9 114 (15.68%) Machine Learning
10 106 (14.58%) ETL
11 93 (12.79%) Data Analysis
12 78 (10.73%) Data Visualisation
13 76 (10.45%) Data Modelling
14 72 (9.90%) Visual Analytics
15 68 (9.35%) Wealth Management
16 61 (8.39%) Asset Management
17 56 (7.70%) Statistical Modelling
18 55 (7.57%) Infrastructure Management
19 52 (7.15%) Data Governance
20 49 (6.74%) Data Management
Programming Languages
1 422 (58.05%) SQL
2 328 (45.12%) Python
3 316 (43.47%) R
4 157 (21.60%) Java
5 103 (14.17%) MATLAB
6 60 (8.25%) VBA
7 53 (7.29%) Scala
8 47 (6.46%) SAS Macro
9 36 (4.95%) PROC SQL
10 23 (3.16%) C++
10 23 (3.16%) Perl
11 19 (2.61%) PHP
12 17 (2.34%) JavaScript
13 16 (2.20%) Shell Script
14 15 (2.06%) C
15 11 (1.51%) VB
16 9 (1.24%) T-SQL
17 8 (1.10%) C#
17 8 (1.10%) Fortran
18 7 (0.96%) PL/SQL
Qualifications
1 195 (26.82%) Degree
2 33 (4.54%) Master's Degree
3 31 (4.26%) Numerate Degree
4 25 (3.44%) Security Cleared
5 22 (3.03%) PhD
6 21 (2.89%) SC Cleared
7 16 (2.20%) Computer Science Degree
8 10 (1.38%) Cisco Certification
9 9 (1.24%) CCSP
10 8 (1.10%) CCNP
11 6 (0.83%) CCIE
11 6 (0.83%) CISM
11 6 (0.83%) CISSP
12 4 (0.55%) PMI Certification
13 3 (0.41%) DV Cleared
13 3 (0.41%) Postgraduate
13 3 (0.41%) SAS Certification
14 2 (0.28%) CFA
14 2 (0.28%) CTC Cleared
14 2 (0.28%) PMP
Quality Assurance & Compliance
1 56 (7.70%) Data Quality
2 20 (2.75%) IFRS
2 20 (2.75%) IFRS 9
3 12 (1.65%) SLA
4 11 (1.51%) GDPR
5 9 (1.24%) CRD IV
5 9 (1.24%) EMIR
5 9 (1.24%) MiFID
6 8 (1.10%) QA
7 6 (0.83%) ISO/IEC 27001
7 6 (0.83%) SAS 70
8 4 (0.55%) Actionable Recommendations
8 4 (0.55%) Basel III
9 3 (0.41%) PMO
10 1 (0.14%) Basel II
10 1 (0.14%) GCP
10 1 (0.14%) IAS 39
10 1 (0.14%) Solvency II
System Software
1 15 (2.06%) Apache Flume
2 9 (1.24%) Virtual Machines
3 4 (0.55%) NFS
3 4 (0.55%) Veritas Cluster Server
3 4 (0.55%) Veritas File System
4 2 (0.28%) HDFS
5 1 (0.14%) Cronacle
5 1 (0.14%) Docker
5 1 (0.14%) VMware Infrastructure
Systems Management
1 17 (2.34%) Oozie
2 10 (1.38%) Ansible
3 9 (1.24%) Cacti
3 9 (1.24%) Cisco Prime
3 9 (1.24%) OpenView
3 9 (1.24%) QRadar
3 9 (1.24%) SolarWinds Orion
4 8 (1.10%) Opscode Chef
5 5 (0.69%) HP Quality Center
6 4 (0.55%) NetBackup
6 4 (0.55%) Rundeck
7 2 (0.28%) Hadoop YARN
7 2 (0.28%) Puppet
8 1 (0.14%) Control-M
8 1 (0.14%) Terraform
Vendors
1 213 (29.30%) Tableau
2 190 (26.13%) Oracle
3 127 (17.47%) Microsoft
4 50 (6.88%) Cloudera
5 44 (6.05%) Google
5 44 (6.05%) Teradata
6 32 (4.40%) Hortonworks
6 32 (4.40%) SAP
7 31 (4.26%) Informatica
8 26 (3.58%) Netezza
9 25 (3.44%) Adobe
10 24 (3.30%) Alteryx
11 16 (2.20%) Cisco
12 15 (2.06%) MapR
13 14 (1.93%) Cognos
13 14 (1.93%) Talend
14 11 (1.51%) IBM
14 11 (1.51%) MicroStrategy
15 9 (1.24%) Citrix
15 9 (1.24%) HP