Period
to 19 March 2019

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 19 March 2019 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 472 352 371
Rank change year-on-year -120 +19 -88
Permanent jobs citing SAS 309 601 568
As % of all permanent IT jobs advertised in London 0.50% 0.87% 0.83%
As % of the Application Platforms category 3.03% 4.84% 4.49%
Number of salaries quoted 215 451 502
London median annual salary £65,000 £57,500 £55,000
Median salary % change year-on-year +13.04% +4.55% +4.76%
10th Percentile £40,950 £37,500 £36,000
90th Percentile £100,750 £97,500 £92,500
England median annual salary £52,500 £52,500 £45,000
% change year-on-year - +16.67% -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 10,213 12,423 12,640
As % of all permanent IT jobs advertised in London 16.64% 17.93% 18.47%
Number of salaries quoted 8,278 10,401 10,706
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +2.80%
10th Percentile £32,500 £34,000 £32,000
90th Percentile £95,000 £90,000 £85,000
England median annual salary £50,000 £50,000 £47,000
% change year-on-year - +6.38% +4.44%

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 19 March 2019.

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 19 March 2019. 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 -40 44 £77,500 +40.91% 17
West London +2 8 £52,500 +10.53% 7
South London 0 3 £55,000 +49.66% 7
SAS
England

For the 6 months to 19 March 2019, 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.

1 202 (65.37%) SQL
2 195 (63.11%) Analytics
3 153 (49.51%) Python
4 143 (46.28%) R
5 139 (44.98%) Finance
6 113 (36.57%) Analytical Skills
7 108 (34.95%) Business Intelligence
8 97 (31.39%) Visualisation
9 91 (29.45%) Degree
10 88 (28.48%) Tableau
11 85 (27.51%) Data Science
12 81 (26.21%) Agile Software Development
13 79 (25.57%) Machine Learning
13 79 (25.57%) Big Data
14 72 (23.30%) QlikView
15 68 (22.01%) Hadoop
16 64 (20.71%) Data Analytics
17 63 (20.39%) Data Quality
18 62 (20.06%) SQL Server
19 61 (19.74%) Oracle
19 61 (19.74%) Power BI
20 58 (18.77%) Marketing
21 56 (18.12%) SPSS
22 54 (17.48%) Data Warehouse
22 54 (17.48%) ETL
23 53 (17.15%) Banking
24 51 (16.50%) Mathematics
25 49 (15.86%) Data Analysis
25 49 (15.86%) Microsoft Azure
26 47 (15.21%) Statistics

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 41 (13.27%) Apache Spark
2 4 (1.29%) Apache
2 4 (1.29%) Drupal
2 4 (1.29%) Moodle
3 3 (0.97%) Adobe Experience Manager
3 3 (0.97%) Apache Airflow
3 3 (0.97%) Apache Pig
4 2 (0.65%) Elasticsearch
4 2 (0.65%) WordPress
5 1 (0.32%) IIS
Applications
1 56 (18.12%) SPSS
2 39 (12.62%) Microsoft Excel
3 7 (2.27%) Microsoft PowerPoint
4 6 (1.94%) Stata
5 3 (0.97%) Microsoft Office
5 3 (0.97%) Spreadsheet
Business Applications
1 6 (1.94%) Oracle Payables
1 6 (1.94%) Oracle Receivables
2 3 (0.97%) SAP ERP
2 3 (0.97%) Unica
3 2 (0.65%) Actimize
3 2 (0.65%) FastStats
3 2 (0.65%) WebTrends
4 1 (0.32%) Dynamics CRM
4 1 (0.32%) Elite 3E
4 1 (0.32%) SAP InfiniteInsight
Cloud Services
1 49 (15.86%) Microsoft Azure
2 25 (8.09%) Amazon AWS
3 18 (5.83%) PaaS
4 11 (3.56%) Google Analytics
5 10 (3.24%) Adobe Analytics
5 10 (3.24%) Data Lake Analytics
6 5 (1.62%) IaaS
7 4 (1.29%) Azure Data Factory
8 3 (0.97%) Amazon EC2
8 3 (0.97%) Amazon S3
8 3 (0.97%) Azure Machine Learning
8 3 (0.97%) Cortana Intelligence Suite
9 2 (0.65%) Amazon EMR
9 2 (0.65%) Amazon Glacier
9 2 (0.65%) Cloud Computing
9 2 (0.65%) Responsys
9 2 (0.65%) Slack
10 1 (0.32%) npm
10 1 (0.32%) Office 365
10 1 (0.32%) Siri
Communications & Networking
1 5 (1.62%) Cisco ASA
1 5 (1.62%) Cisco Firepower
1 5 (1.62%) Firewall
1 5 (1.62%) Wireless
2 2 (0.65%) Internet
3 1 (0.32%) Fibre Channel
3 1 (0.32%) SAN
Database & Business Intelligence
1 79 (25.57%) Big Data
2 72 (23.30%) QlikView
3 68 (22.01%) Hadoop
4 62 (20.06%) SQL Server
5 61 (19.74%) Power BI
6 54 (17.48%) Data Warehouse
7 41 (13.27%) NoSQL
8 35 (11.33%) SQL Server Integration Services
9 31 (10.03%) Data Mining
10 28 (9.06%) SQL Server Reporting Services
11 23 (7.44%) Data Lake
12 22 (7.12%) Relational Database
13 21 (6.80%) Pentaho
13 21 (6.80%) SQL Server Analysis Services
14 20 (6.47%) Apache Hive
14 20 (6.47%) BusinessObjects
15 16 (5.18%) MySQL
16 15 (4.85%) MongoDB
17 14 (4.53%) Amazon Redshift
17 14 (4.53%) HBase
Development Applications
1 16 (5.18%) Git (software)
2 10 (3.24%) ER Studio
2 10 (3.24%) ERwin
2 10 (3.24%) Jenkins
3 8 (2.59%) Bitbucket
4 7 (2.27%) Artifactory
4 7 (2.27%) Maven
5 6 (1.94%) JIRA
6 4 (1.29%) TeamCity
6 4 (1.29%) Visual Studio
7 3 (0.97%) Atlassian Bamboo
7 3 (0.97%) RStudio
7 3 (0.97%) Team Foundation Server
7 3 (0.97%) Visual Studio Code
8 2 (0.65%) Eclipse
8 2 (0.65%) Mercurial
8 2 (0.65%) PyCharm
8 2 (0.65%) Subversion
9 1 (0.32%) Fiddler
General
1 139 (44.98%) Finance
2 58 (18.77%) Marketing
3 53 (17.15%) Banking
4 18 (5.83%) Retail
5 11 (3.56%) Digital Economy
6 10 (3.24%) Games
7 9 (2.91%) Investment Banking
7 9 (2.91%) Telecoms
8 8 (2.59%) Manufacturing
9 7 (2.27%) Back Office
10 6 (1.94%) Electronics
10 6 (1.94%) Retail Banking
11 5 (1.62%) Billing
12 3 (0.97%) Advertising
12 3 (0.97%) Aerospace
12 3 (0.97%) Pharmaceutical
13 2 (0.65%) Automotive
13 2 (0.65%) Legal
13 2 (0.65%) Publishing
14 1 (0.32%) Social Science
Job Titles
1 90 (29.13%) Analyst
2 44 (14.24%) Data Scientist
3 43 (13.92%) Data Analyst
4 33 (10.68%) Architect
5 31 (10.03%) Senior Analyst
6 29 (9.39%) Consultant
7 26 (8.41%) Developer
8 23 (7.44%) Data Architect
9 21 (6.80%) Analytics Manager
10 19 (6.15%) Data Manager
11 18 (5.83%) Business Analyst
11 18 (5.83%) SQL Analyst
12 14 (4.53%) SQL Developer
13 13 (4.21%) Data Consultant
13 13 (4.21%) SAS Analyst
14 12 (3.88%) Data Analytics Manager
14 12 (3.88%) Data Business Analyst
14 12 (3.88%) Senior Data Scientist
15 11 (3.56%) Data Engineer
15 11 (3.56%) Revenue Assurance Analyst
Libraries, Frameworks & Software Standards
1 26 (8.41%) .NET
2 17 (5.50%) HTML
3 15 (4.85%) Kafka
3 15 (4.85%) Natural Language Processing
4 11 (3.56%) CSS
4 11 (3.56%) D3.js
4 11 (3.56%) HTML5
5 7 (2.27%) Web Services
5 7 (2.27%) XML
6 5 (1.62%) Apache NiFi
6 5 (1.62%) ggplot2
7 3 (0.97%) TensorFlow
8 2 (0.65%) .NET Framework
8 2 (0.65%) Akka
8 2 (0.65%) AngularJS
8 2 (0.65%) Pandas
8 2 (0.65%) Seaborn
9 1 (0.32%) JSON
9 1 (0.32%) JSP
9 1 (0.32%) WPF
Miscellaneous
1 113 (36.57%) Analytical Skills
2 18 (5.83%) Data Structures
3 17 (5.50%) Fintech
4 16 (5.18%) Algorithms
4 16 (5.18%) Credit Risk
5 10 (3.24%) Cloud Native
6 9 (2.91%) Management Information System
7 8 (2.59%) Derivative
7 8 (2.59%) User Experience
8 6 (1.94%) SWIFT
9 5 (1.62%) Greenfield Project
9 5 (1.62%) Robotics
9 5 (1.62%) Social Media
10 4 (1.29%) Self-Motivation
10 4 (1.29%) Social Network
10 4 (1.29%) Virtual Team
11 3 (0.97%) Market Risk
11 3 (0.97%) Marketing Technology
12 2 (0.65%) Analytical Mindset
12 2 (0.65%) Clustering
Operating Systems
1 9 (2.91%) Windows
2 6 (1.94%) Unix
3 3 (0.97%) Linux
4 2 (0.65%) AIX
4 2 (0.65%) HPUX
4 2 (0.65%) Solaris
5 1 (0.32%) CentOS
5 1 (0.32%) Oracle Linux
5 1 (0.32%) Windows Server
5 1 (0.32%) Windows Server 2003
5 1 (0.32%) Windows Server 2008
5 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 195 (63.11%) Analytics
2 108 (34.95%) Business Intelligence
3 97 (31.39%) Visualisation
4 85 (27.51%) Data Science
5 81 (26.21%) Agile Software Development
6 79 (25.57%) Machine Learning
7 64 (20.71%) Data Analytics
8 54 (17.48%) ETL
9 51 (16.50%) Mathematics
10 49 (15.86%) Data Analysis
11 47 (15.21%) Statistics
12 45 (14.56%) Problem-Solving
13 43 (13.92%) Data Modelling
14 42 (13.59%) Data Visualisation
14 42 (13.59%) Stakeholder Management
15 38 (12.30%) Data Governance
15 38 (12.30%) Data Management
16 33 (10.68%) Project Management
17 29 (9.39%) Computer Science
18 27 (8.74%) Risk Management
Programming Languages
1 202 (65.37%) SQL
2 153 (49.51%) Python
3 143 (46.28%) R
4 42 (13.59%) Java
5 25 (8.09%) MATLAB
6 22 (7.12%) VBA
7 18 (5.83%) C#
7 18 (5.83%) JavaScript
7 18 (5.83%) T-SQL
8 17 (5.50%) C
9 14 (4.53%) C++
10 13 (4.21%) HiveQL
11 9 (2.91%) Scala
12 8 (2.59%) VB
13 7 (2.27%) Bash Shell
13 7 (2.27%) PL/SQL
13 7 (2.27%) Shell Script
14 6 (1.94%) PHP
14 6 (1.94%) PowerShell
15 5 (1.62%) CQL
Qualifications
1 91 (29.45%) Degree
2 24 (7.77%) PhD
3 17 (5.50%) Master's Degree
4 10 (3.24%) Numerate Degree
4 10 (3.24%) TOGAF Certification
5 7 (2.27%) CFA
6 5 (1.62%) CCNP
6 5 (1.62%) Cisco Certification
6 5 (1.62%) ISEB
6 5 (1.62%) ISTQB
6 5 (1.62%) ISTQB Foundation Certification
6 5 (1.62%) Microsoft Certification
7 3 (0.97%) CISA
7 3 (0.97%) Computer Science Degree
7 3 (0.97%) MBA
8 2 (0.65%) Oracle Certification
Quality Assurance & Compliance
1 63 (20.39%) Data Quality
2 15 (4.85%) QA
3 9 (2.91%) GDPR
4 8 (2.59%) IFRS
4 8 (2.59%) IFRS 9
4 8 (2.59%) Solvency II
5 5 (1.62%) Actionable Recommendations
6 3 (0.97%) Dodd-Frank
7 2 (0.65%) FATCA
8 1 (0.32%) EMIR
System Software
1 12 (3.88%) HDFS
2 2 (0.65%) Apache Flume
3 1 (0.32%) Active Directory
3 1 (0.32%) VMware Infrastructure
3 1 (0.32%) vSphere
Systems Management
1 10 (3.24%) Ansible
2 7 (2.27%) Terraform
3 3 (0.97%) Opscode Chef
3 3 (0.97%) Puppet
4 2 (0.65%) Oozie
5 1 (0.32%) vCenter Server
Vendors
1 88 (28.48%) Tableau
2 61 (19.74%) Oracle
3 45 (14.56%) Microsoft
4 27 (8.74%) Informatica
5 25 (8.09%) SAP
6 24 (7.77%) Alteryx
7 19 (6.15%) IBM
8 15 (4.85%) Google
8 15 (4.85%) Teradata
9 14 (4.53%) Cloudera
10 13 (4.21%) Adobe
11 11 (3.56%) WorldPay
12 10 (3.24%) IDERA
12 10 (3.24%) Talend
13 8 (2.59%) Cognos
14 7 (2.27%) Splunk
15 6 (1.94%) Hortonworks
16 5 (1.62%) Alterian
16 5 (1.62%) Cisco
16 5 (1.62%) MicroStrategy