Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 403 328 388
Rank change year-on-year -75 +60 -98
Permanent jobs citing SAS 434 738 565
As % of all permanent IT jobs advertised in London 0.65% 0.99% 0.76%
As % of the Application Platforms category 3.76% 5.31% 4.07%
Number of salaries quoted 340 523 489
London median annual salary £65,000 £60,000 £54,000
Median salary % change year-on-year +8.33% +11.11% +8.00%
10th Percentile £41,250 £40,000 £36,000
90th Percentile £102,500 £95,000 £90,000
England median annual salary £55,000 £52,500 £47,500
% change year-on-year +4.76% +10.53% +4.40%

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 11,538 13,895 13,871
As % of all permanent IT jobs advertised in London 17.34% 18.71% 18.74%
Number of salaries quoted 9,354 11,232 11,937
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £32,500 £32,750 £31,500
90th Percentile £92,500 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

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 13 December 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 13 December 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 -49 54 £67,500 +22.17% 18
West London +19 17 £50,000 +5.26% 11
South London -3 4 £44,250 -24.36% 3
SAS
England

For the 6 months to 13 December 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.

1 290 (66.82%) SQL
1 290 (66.82%) Analytics
2 202 (46.54%) Finance
3 200 (46.08%) Python
4 194 (44.70%) R
5 176 (40.55%) Analytical Skills
6 151 (34.79%) Business Intelligence
7 146 (33.64%) Tableau
8 132 (30.41%) Degree
9 125 (28.80%) Data Science
10 124 (28.57%) Visualisation
11 119 (27.42%) Big Data
12 113 (26.04%) Agile Software Development
13 101 (23.27%) Marketing
14 97 (22.35%) Machine Learning
15 96 (22.12%) SPSS
16 94 (21.66%) Data Analytics
16 94 (21.66%) QlikView
17 93 (21.43%) Data Warehouse
18 91 (20.97%) Oracle
19 89 (20.51%) Banking
20 87 (20.05%) ETL
21 86 (19.82%) Data Quality
22 84 (19.35%) Data Analysis
23 80 (18.43%) SQL Server
24 77 (17.74%) Mathematics
25 72 (16.59%) Data Governance
26 71 (16.36%) Hadoop
27 69 (15.90%) Power BI
28 68 (15.67%) Microsoft

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 57 (13.13%) Apache Spark
2 19 (4.38%) Apache
3 13 (3.00%) IIS
4 8 (1.84%) Adobe Experience Manager
5 5 (1.15%) Apache Pig
6 4 (0.92%) Drupal
6 4 (0.92%) Moodle
7 3 (0.69%) Confluence
7 3 (0.69%) Elasticsearch
8 2 (0.46%) Apache Solr
8 2 (0.46%) Oracle SOA Suite
8 2 (0.46%) WordPress
9 1 (0.23%) CICS
9 1 (0.23%) WebSphere
9 1 (0.23%) WebSphere Application Server
Applications
1 96 (22.12%) SPSS
2 60 (13.82%) Microsoft Excel
3 15 (3.46%) Microsoft Office
4 12 (2.76%) Microsoft PowerPoint
5 9 (2.07%) Stata
6 1 (0.23%) CPLEX
6 1 (0.23%) Microsoft Project
Business Applications
1 10 (2.30%) Actimize
2 8 (1.84%) Oracle Payables
2 8 (1.84%) Oracle Receivables
2 8 (1.84%) Unica
3 2 (0.46%) SAP ERP
3 2 (0.46%) SAP InfiniteInsight
3 2 (0.46%) WebTrends
4 1 (0.23%) Dynamics CRM
4 1 (0.23%) Elite 3E
4 1 (0.23%) FastStats
Cloud Services
1 37 (8.53%) Microsoft Azure
2 28 (6.45%) Amazon AWS
3 22 (5.07%) Google Analytics
4 13 (3.00%) Adobe Analytics
5 12 (2.76%) PaaS
6 8 (1.84%) Cortana Intelligence Suite
6 8 (1.84%) Data Lake Analytics
7 6 (1.38%) Amazon S3
7 6 (1.38%) Cloud Computing
8 4 (0.92%) AWS Lambda
8 4 (0.92%) IaaS
8 4 (0.92%) Siri
9 3 (0.69%) Amazon EC2
9 3 (0.69%) Azure Data Factory
9 3 (0.69%) Azure Machine Learning
9 3 (0.69%) SaaS
9 3 (0.69%) Virtual Private Cloud
10 2 (0.46%) Amazon SQS
10 2 (0.46%) Google Cloud Platform
10 2 (0.46%) Office 365
Communications & Networking
1 6 (1.38%) Fibre Channel
1 6 (1.38%) Firewall
1 6 (1.38%) SAN
2 5 (1.15%) Cisco Wireless
2 5 (1.15%) LAN
2 5 (1.15%) Wireless
2 5 (1.15%) WLAN
3 4 (0.92%) Cisco ISE
4 2 (0.46%) Internet
4 2 (0.46%) SMS
5 1 (0.23%) DNS
5 1 (0.23%) PBX
5 1 (0.23%) VoIP
5 1 (0.23%) VPN
5 1 (0.23%) Wi-Fi
Database & Business Intelligence
1 119 (27.42%) Big Data
2 94 (21.66%) QlikView
3 93 (21.43%) Data Warehouse
4 80 (18.43%) SQL Server
5 71 (16.36%) Hadoop
6 69 (15.90%) Power BI
7 55 (12.67%) Data Mining
8 48 (11.06%) SQL Server Reporting Services
9 45 (10.37%) SQL Server Integration Services
10 43 (9.91%) NoSQL
11 33 (7.60%) SQL Server Analysis Services
12 31 (7.14%) BusinessObjects
13 26 (5.99%) Relational Database
14 25 (5.76%) Apache Hive
15 21 (4.84%) MongoDB
16 19 (4.38%) Apache Cassandra
16 19 (4.38%) Microsoft Analysis Services
17 17 (3.92%) Base SAS
17 17 (3.92%) HBase
17 17 (3.92%) Spotfire
Development Applications
1 12 (2.76%) JIRA
2 8 (1.84%) ER Studio
2 8 (1.84%) ERwin
2 8 (1.84%) Git (software)
2 8 (1.84%) Jenkins
3 4 (0.92%) TeamCity
3 4 (0.92%) Visual Studio
4 3 (0.69%) Atlassian Bamboo
4 3 (0.69%) Maven
4 3 (0.69%) RStudio
4 3 (0.69%) Visual Studio Code
5 2 (0.46%) Eclipse
5 2 (0.46%) Mercurial
5 2 (0.46%) PyCharm
5 2 (0.46%) Subversion
6 1 (0.23%) Bitbucket
6 1 (0.23%) CircleCI
6 1 (0.23%) Fiddler
6 1 (0.23%) Gerrit
General
1 202 (46.54%) Finance
2 101 (23.27%) Marketing
3 89 (20.51%) Banking
4 34 (7.83%) Retail
5 15 (3.46%) Investment Banking
5 15 (3.46%) Manufacturing
6 13 (3.00%) Advertising
7 12 (2.76%) Retail Banking
7 12 (2.76%) Telecoms
8 11 (2.53%) Legal
9 10 (2.30%) Financial Institution
9 10 (2.30%) Games
10 9 (2.07%) Billing
10 9 (2.07%) Electronics
11 7 (1.61%) Pharmaceutical
12 6 (1.38%) Corporate Banking
12 6 (1.38%) Digital Economy
13 5 (1.15%) Back Office
14 3 (0.69%) Aerospace
14 3 (0.69%) Automotive
Job Titles
1 134 (30.88%) Analyst
2 79 (18.20%) Data Scientist
3 72 (16.59%) Data Analyst
4 58 (13.36%) Consultant
5 37 (8.53%) Senior Analyst
6 36 (8.29%) Architect
7 33 (7.60%) SQL Analyst
8 30 (6.91%) Developer
9 29 (6.68%) SAS Analyst
10 27 (6.22%) Senior Data Scientist
11 26 (5.99%) Data Architect
12 25 (5.76%) Data Consultant
13 20 (4.61%) Business Intelligence Developer
14 17 (3.92%) Business Intelligence Consultant
14 17 (3.92%) SAS Developer
15 16 (3.69%) Senior Data Analyst
16 15 (3.46%) Analytics Consultant
17 14 (3.23%) Analytics Manager
17 14 (3.23%) Data Manager
17 14 (3.23%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 43 (9.91%) HTML
2 28 (6.45%) .NET
3 25 (5.76%) Web Services
4 22 (5.07%) HTML5
5 20 (4.61%) D3.js
5 20 (4.61%) Natural Language Processing
5 20 (4.61%) XML
6 18 (4.15%) Kafka
7 17 (3.92%) CSS
8 13 (3.00%) JSP
9 11 (2.53%) ggplot2
10 8 (1.84%) TensorFlow
11 4 (0.92%) Pandas
12 3 (0.69%) scikit-learn
12 3 (0.69%) Seaborn
13 2 (0.46%) .NET Framework
13 2 (0.46%) Akka
13 2 (0.46%) Django
13 2 (0.46%) MDX
13 2 (0.46%) REST
Miscellaneous
1 176 (40.55%) Analytical Skills
2 29 (6.68%) Credit Risk
3 27 (6.22%) Fintech
4 24 (5.53%) Algorithms
5 19 (4.38%) Market Risk
6 16 (3.69%) Management Information System
7 14 (3.23%) Virtual Team
8 13 (3.00%) Data Structures
9 12 (2.76%) Analytical Mindset
10 8 (1.84%) Cloud Native
10 8 (1.84%) Marketing Technology
10 8 (1.84%) Self-Motivation
11 7 (1.61%) Social Media
12 6 (1.38%) Greenfield Project
12 6 (1.38%) Reference Data
12 6 (1.38%) Replication
12 6 (1.38%) User Experience
13 5 (1.15%) Reinsurance
14 4 (0.92%) Derivative
14 4 (0.92%) Social Network
Operating Systems
1 25 (5.76%) Windows
2 20 (4.61%) Unix
3 18 (4.15%) AIX
3 18 (4.15%) HPUX
3 18 (4.15%) Solaris
4 6 (1.38%) Linux
5 3 (0.69%) Windows Server
6 2 (0.46%) Windows Server 2008
7 1 (0.23%) Android
7 1 (0.23%) Apple iOS
7 1 (0.23%) CentOS
7 1 (0.23%) Mac OS X
7 1 (0.23%) Oracle Linux
7 1 (0.23%) Windows 10
7 1 (0.23%) Windows 7
7 1 (0.23%) Windows Server 2003
7 1 (0.23%) Windows Server 2012
Processes & Methodologies
1 290 (66.82%) Analytics
2 151 (34.79%) Business Intelligence
3 125 (28.80%) Data Science
4 124 (28.57%) Visualisation
5 113 (26.04%) Agile Software Development
6 97 (22.35%) Machine Learning
7 94 (21.66%) Data Analytics
8 87 (20.05%) ETL
9 84 (19.35%) Data Analysis
10 77 (17.74%) Mathematics
11 72 (16.59%) Data Governance
12 65 (14.98%) Data Modelling
12 65 (14.98%) Statistics
13 64 (14.75%) Data Management
14 56 (12.90%) Stakeholder Management
15 54 (12.44%) Problem-Solving
16 53 (12.21%) Data Visualisation
17 52 (11.98%) Computer Science
18 51 (11.75%) Statistical Modelling
19 41 (9.45%) Project Management
Programming Languages
1 290 (66.82%) SQL
2 200 (46.08%) Python
3 194 (44.70%) R
4 59 (13.59%) Java
5 35 (8.06%) JavaScript
6 30 (6.91%) C#
7 22 (5.07%) T-SQL
7 22 (5.07%) VBA
8 21 (4.84%) Scala
9 19 (4.38%) VB
10 18 (4.15%) MATLAB
11 10 (2.30%) Bash Shell
11 10 (2.30%) HiveQL
12 9 (2.07%) Shell Script
13 8 (1.84%) C++
14 7 (1.61%) PHP
15 6 (1.38%) ABAP
15 6 (1.38%) Bourne shell
15 6 (1.38%) C-shell
15 6 (1.38%) Korn
Qualifications
1 132 (30.41%) Degree
2 20 (4.61%) PhD
3 17 (3.92%) Numerate Degree
4 13 (3.00%) Master's Degree
5 11 (2.53%) ISEB
5 11 (2.53%) ISTQB
6 10 (2.30%) ISTQB Foundation Certification
7 8 (1.84%) TOGAF Certification
8 7 (1.61%) ITIL Certification
9 5 (1.15%) Cisco Certification
9 5 (1.15%) MBA
10 4 (0.92%) CCNP
10 4 (0.92%) PMI Certification
11 3 (0.69%) Computer Science Degree
12 2 (0.46%) Oracle Certification
13 1 (0.23%) CCNA
13 1 (0.23%) MCP
13 1 (0.23%) PMP
13 1 (0.23%) SC Cleared
13 1 (0.23%) Security Cleared
Quality Assurance & Compliance
1 86 (19.82%) Data Quality
2 23 (5.30%) QA
3 17 (3.92%) GDPR
4 10 (2.30%) Solvency II
5 8 (1.84%) Actionable Recommendations
6 6 (1.38%) Dodd-Frank
6 6 (1.38%) FATCA
7 5 (1.15%) IFRS
7 5 (1.15%) IFRS 9
7 5 (1.15%) SLA
8 3 (0.69%) COBIT
System Software
1 16 (3.69%) HDFS
2 4 (0.92%) Docker
3 3 (0.69%) Apache Flume
4 2 (0.46%) Active Directory
4 2 (0.46%) VMware Infrastructure
5 1 (0.23%) ACF2
5 1 (0.23%) Oracle RAC
5 1 (0.23%) RACF
5 1 (0.23%) vSphere
Systems Management
1 4 (0.92%) Ansible
2 3 (0.69%) Opscode Chef
2 3 (0.69%) Puppet
3 2 (0.46%) Kubernetes
3 2 (0.46%) Oozie
4 1 (0.23%) BMC PATROL
4 1 (0.23%) Control-M
4 1 (0.23%) Data Guard
4 1 (0.23%) Enterprise Manager Cloud Control
4 1 (0.23%) HP ALM
4 1 (0.23%) Oracle RMAN
4 1 (0.23%) Packer
4 1 (0.23%) Terraform
4 1 (0.23%) vCenter Server
Vendors
1 146 (33.64%) Tableau
2 91 (20.97%) Oracle
3 68 (15.67%) Microsoft
4 38 (8.76%) Google
4 38 (8.76%) IBM
4 38 (8.76%) Informatica
5 36 (8.29%) SAP
6 32 (7.37%) Adobe
7 26 (5.99%) Teradata
8 23 (5.30%) Cognos
9 20 (4.61%) MicroStrategy
10 19 (4.38%) Alteryx
11 9 (2.07%) Alterian
12 8 (1.84%) Apteco
12 8 (1.84%) Hortonworks
12 8 (1.84%) IDERA
12 8 (1.84%) Salesforce Marketing Cloud
12 8 (1.84%) Salesforce.com
13 7 (1.61%) Cloudera
13 7 (1.61%) MapR