Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 May 2022 with a comparison to the same period in the previous 2 years.

SAS System
England > London
6 months to
18 May 2022		 Same period 2021 Same period 2020
Rank 477 419 432
Rank change year-on-year -58 +13 +84
Permanent jobs citing SAS 448 184 218
As % of all permanent jobs advertised in London 0.65% 0.55% 0.55%
As % of the Application Platforms category 4.28% 3.81% 3.64%
Number of salaries quoted 228 109 168
10th Percentile £42,500 £46,250 £42,500
25th Percentile £51,500 £48,750 £47,500
Median annual salary (50th Percentile) £64,250 £60,000 £62,500
Median % change year-on-year +7.08% -4.00% +13.64%
75th Percentile £83,438 £76,250 £75,000
90th Percentile £87,500 £97,000 £90,750
England median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +4.76%

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 10,478 4,835 5,984
As % of all permanent IT jobs advertised in London 15.15% 14.38% 15.05%
Number of salaries quoted 4,767 3,586 4,875
10th Percentile £37,510 £41,250 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £66,786 £65,000 £62,500
Median % change year-on-year +2.75% +4.00% -
75th Percentile £87,500 £82,500 £80,000
90th Percentile £105,000 £97,500 £95,000
England median annual salary £55,000 £54,500 £52,500
% change year-on-year +0.92% +3.81% +5.00%

SAS
Job Vacancy Trend in London

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

Job vacancy trend for SAS in London

SAS
Salary Trend in London

3-month moving average salary quoted in jobs citing SAS in London.

Salary trend for SAS in London

SAS
Salary Histogram in London

Salary distribution for jobs citing SAS in London over the 6 months to 18 May 2022.

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 May 2022. 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
Jobs
Central London -11 71 £65,000 +8.33% 6
West London - 17 £90,000 - 1
SAS
England

For the 6 months to 18 May 2022, 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.

1 262 (58.48%) SQL
2 222 (49.55%) Analytics
3 175 (39.06%) Finance
4 161 (35.94%) Python
5 141 (31.47%) R
6 138 (30.80%) Statistics
7 123 (27.46%) Social Skills
8 119 (26.56%) Analytical Skills
9 102 (22.77%) Visualisation
9 102 (22.77%) Business Intelligence
10 100 (22.32%) Data Analysis
11 99 (22.10%) Data Modelling
12 95 (21.21%) ETL
13 92 (20.54%) Machine Learning
14 88 (19.64%) Credit Risk
15 86 (19.20%) Data Analytics
16 85 (18.97%) Data Visualisation
16 85 (18.97%) Mathematics
16 85 (18.97%) Data Management
17 83 (18.53%) AWS
18 80 (17.86%) Agile
19 79 (17.63%) Data Quality
20 76 (16.96%) Banking
20 76 (16.96%) Pharmaceutical
21 75 (16.74%) CDISC
22 70 (15.63%) Power BI
22 70 (15.63%) Power Platform
23 68 (15.18%) Validation
23 68 (15.18%) Degree
24 67 (14.96%) Problem-Solving

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 28 (6.25%) Apache Spark
2 4 (0.89%) R Markdown
3 3 (0.67%) Apache
4 1 (0.22%) Apache Airflow
4 1 (0.22%) Apache Pig
4 1 (0.22%) Confluence
4 1 (0.22%) Elasticsearch
4 1 (0.22%) Jupyter
4 1 (0.22%) OnBase
4 1 (0.22%) SharePoint
Applications
1 50 (11.16%) Microsoft Excel
2 39 (8.71%) Microsoft Office
3 29 (6.47%) SPSS
4 11 (2.46%) Microsoft PowerPoint
5 4 (0.89%) Stata
6 3 (0.67%) MS Visio
7 2 (0.45%) EViews
7 2 (0.45%) Microsoft Project
Business Applications
1 1 (0.22%) Payment Gateway
1 1 (0.22%) SAP GTS
Cloud Services
1 83 (18.53%) AWS
2 70 (15.63%) Power Platform
3 64 (14.29%) Azure
4 47 (10.49%) Amazon S3
5 44 (9.82%) Collibra
6 40 (8.93%) Azure Data Factory
7 20 (4.46%) Google Analytics
8 11 (2.46%) Snowflake
9 6 (1.34%) AWS Lambda
9 6 (1.34%) AWS Step Functions
9 6 (1.34%) Serverless
10 4 (0.89%) GCP
11 3 (0.67%) GitHub
11 3 (0.67%) SaaS
12 2 (0.45%) Amazon SQS
12 2 (0.45%) AWS CloudFormation
12 2 (0.45%) GitHub Actions
12 2 (0.45%) Google Sheets
12 2 (0.45%) Microsoft 365
13 1 (0.22%) Cloud Composer
Communications & Networking
1 6 (1.34%) Network Security
2 4 (0.89%) Wireshark
3 3 (0.67%) Broadband
3 3 (0.67%) WAN
4 2 (0.45%) Cisco ASA
5 1 (0.22%) DMZ
5 1 (0.22%) LAN
Database & Business Intelligence
1 70 (15.63%) Power BI
2 64 (14.29%) Tableau
3 62 (13.84%) PostgreSQL
4 59 (13.17%) Data Warehouse
5 54 (12.05%) Metadata
6 49 (10.94%) Amazon Aurora
6 49 (10.94%) Big Data
7 47 (10.49%) Amazon RDS
8 41 (9.15%) Amazon DynamoDB
9 39 (8.71%) Amazon Athena
9 39 (8.71%) KNIME
9 39 (8.71%) QlikView
10 36 (8.04%) Apache Hive
11 35 (7.81%) Hadoop
12 28 (6.25%) Qlik Sense
13 27 (6.03%) Amazon Redshift
14 24 (5.36%) Data Mining
14 24 (5.36%) MySQL
15 20 (4.46%) BusinessObjects
16 18 (4.02%) NoSQL
Development Applications
1 14 (3.13%) Git (software)
2 11 (2.46%) ER Studio
2 11 (2.46%) ERwin
2 11 (2.46%) PowerDesigner
3 5 (1.12%) Octopus Deploy
4 4 (0.89%) Jenkins
4 4 (0.89%) Maven
5 3 (0.67%) Artifactory
5 3 (0.67%) JIRA
6 2 (0.45%) GitLab
6 2 (0.45%) SQL Server Management Studio (SSMS)
7 1 (0.22%) Bitbucket
7 1 (0.22%) Gerrit
7 1 (0.22%) ProC
7 1 (0.22%) PyCharm
7 1 (0.22%) Team Foundation Server
7 1 (0.22%) Travis CI
7 1 (0.22%) Visual Studio
General
1 175 (39.06%) Finance
2 123 (27.46%) Social Skills
3 119 (26.56%) Analytical Skills
4 76 (16.96%) Banking
4 76 (16.96%) Pharmaceutical
5 47 (10.49%) Retail
6 45 (10.04%) Marketing
7 41 (9.15%) Inclusion and Diversity
8 35 (7.81%) Presentation Skills
9 22 (4.91%) Advertising
10 16 (3.57%) Retail Banking
11 15 (3.35%) Public Sector
12 14 (3.13%) Organisational Skills
13 10 (2.23%) Retail Finance
14 6 (1.34%) Influencing Skills
14 6 (1.34%) Law
14 6 (1.34%) Legal
15 4 (0.89%) Spanish Language
16 3 (0.67%) French Language
16 3 (0.67%) Wholesale Banking
Job Titles
1 192 (42.86%) Analyst
2 74 (16.52%) Data Analyst
3 67 (14.96%) Senior Analyst
4 56 (12.50%) Data Engineer
4 56 (12.50%) Programmer
5 50 (11.16%) Risk Analyst
6 49 (10.94%) Credit Analyst
6 49 (10.94%) Credit Risk Analyst
7 34 (7.59%) Business Intelligence Analyst
8 33 (7.37%) Senior Business Intelligence Analyst
9 32 (7.14%) Statistical Programmer
10 19 (4.24%) Architect
10 19 (4.24%) Senior Data Analyst
11 18 (4.02%) Analytics Manager
11 18 (4.02%) Consultant
12 17 (3.79%) Graduate
12 17 (3.79%) Graduate Analyst
12 17 (3.79%) Report Analyst
12 17 (3.79%) Senior Programmer
13 14 (3.13%) Data Manager
Libraries, Frameworks & Software Standards
1 58 (12.95%) XML
2 41 (9.15%) JSON
3 39 (8.71%) FHIR
4 13 (2.90%) Shiny
5 12 (2.68%) Apache Flex
6 8 (1.79%) Node.js
6 8 (1.79%) React
7 7 (1.56%) Django
7 7 (1.56%) jQuery
7 7 (1.56%) PySpark
7 7 (1.56%) REST
7 7 (1.56%) Twitter Bootstrap
8 6 (1.34%) AngularJS
8 6 (1.34%) Kafka
9 5 (1.12%) .NET
10 4 (0.89%) ActiveMQ
10 4 (0.89%) Apache Camel
10 4 (0.89%) HTML
10 4 (0.89%) RESTful
10 4 (0.89%) Web Services
Miscellaneous
1 88 (19.64%) Credit Risk
2 19 (4.24%) Algorithms
3 18 (4.02%) Biotechnology
4 14 (3.13%) Life Science
5 13 (2.90%) Analytical Mindset
6 8 (1.79%) Data Structures
7 7 (1.56%) Private Cloud
8 6 (1.34%) Management Information System
8 6 (1.34%) Social Media
9 4 (0.89%) Smart Meter
9 4 (0.89%) User Experience
9 4 (0.89%) Virtual Team
10 3 (0.67%) FMCG
10 3 (0.67%) Self-Motivation
11 2 (0.45%) Mobile Banking
12 1 (0.22%) Data Centre
12 1 (0.22%) Greenfield Project
12 1 (0.22%) Hybrid Cloud
12 1 (0.22%) Public Cloud
12 1 (0.22%) Reinsurance
Operating Systems
1 10 (2.23%) Unix
1 10 (2.23%) Windows
2 7 (1.56%) Linux
3 1 (0.22%) Red Hat Enterprise Linux
3 1 (0.22%) SUSE
Processes & Methodologies
1 222 (49.55%) Analytics
2 138 (30.80%) Statistics
3 102 (22.77%) Business Intelligence
3 102 (22.77%) Visualisation
4 100 (22.32%) Data Analysis
5 99 (22.10%) Data Modelling
6 95 (21.21%) ETL
7 92 (20.54%) Machine Learning
8 86 (19.20%) Data Analytics
9 85 (18.97%) Data Management
9 85 (18.97%) Data Visualisation
9 85 (18.97%) Mathematics
10 80 (17.86%) Agile
11 68 (15.18%) Validation
12 67 (14.96%) Problem-Solving
13 65 (14.51%) Data Science
14 62 (13.84%) Economics
15 59 (13.17%) Decision-Making
16 56 (12.50%) Data Engineering
17 53 (11.83%) Mentoring
Programming Languages
1 262 (58.48%) SQL
2 161 (35.94%) Python
3 141 (31.47%) R
4 32 (7.14%) Java
5 27 (6.03%) JavaScript
6 22 (4.91%) VBA
7 11 (2.46%) PL/SQL
8 8 (1.79%) HiveQL
8 8 (1.79%) PowerShell
9 6 (1.34%) MATLAB
9 6 (1.34%) Scala
9 6 (1.34%) T-SQL
10 5 (1.12%) SAS Macro
11 4 (0.89%) AWK
11 4 (0.89%) Groovy
11 4 (0.89%) Shell Script
12 3 (0.67%) Ruby
13 2 (0.45%) C++
13 2 (0.45%) PHP
13 2 (0.45%) TypeScript
Qualifications
1 68 (15.18%) Degree
2 21 (4.69%) PhD
3 14 (3.13%) CCA
4 12 (2.68%) Master's Degree
5 9 (2.01%) SC Cleared
5 9 (2.01%) Security Cleared
6 3 (0.67%) Computer Science Degree
6 3 (0.67%) Numerate Degree
6 3 (0.67%) SAS Certification
7 2 (0.45%) Tableau Certification
8 1 (0.22%) BPSS Clearance
8 1 (0.22%) CISA
Quality Assurance & Compliance
1 79 (17.63%) Data Quality
2 75 (16.74%) CDISC
3 39 (8.71%) HL7
4 37 (8.26%) IFRS
5 36 (8.04%) IFRS 9
6 15 (3.35%) Good Clinical Practice
7 6 (1.34%) GDPR
7 6 (1.34%) QA
8 2 (0.45%) COREP
8 2 (0.45%) CRD IV
8 2 (0.45%) ISO 20022
8 2 (0.45%) SEPA
9 1 (0.22%) COBIT
9 1 (0.22%) COSO
9 1 (0.22%) Dodd-Frank
9 1 (0.22%) EMIR
9 1 (0.22%) FATCA
9 1 (0.22%) FINREP
9 1 (0.22%) ISO/IEC 27001
9 1 (0.22%) MiFID
System Software
1 8 (1.79%) HDFS
2 1 (0.22%) Active Directory
2 1 (0.22%) Apache Flume
2 1 (0.22%) Docker
2 1 (0.22%) VMware Infrastructure
Systems Management
1 3 (0.67%) Kubernetes
2 2 (0.45%) Ansible
3 1 (0.22%) Control-M
3 1 (0.22%) Opscode Chef
3 1 (0.22%) Red Hat Satellite
Vendors
1 60 (13.39%) Microsoft
2 55 (12.28%) Talend
3 43 (9.60%) Alteryx
4 34 (7.59%) Oracle
5 28 (6.25%) Informatica
6 26 (5.80%) Google
7 14 (3.13%) Databricks
8 6 (1.34%) SAP
8 6 (1.34%) Teradata
9 5 (1.12%) MicroStrategy
10 3 (0.67%) Dataiku
10 3 (0.67%) Netezza
10 3 (0.67%) Salesforce.com
11 2 (0.45%) CheckPoint
11 2 (0.45%) Cisco
11 2 (0.45%) F5
11 2 (0.45%) Lavastorm
12 1 (0.22%) IBM
12 1 (0.22%) Red Hat
12 1 (0.22%) Workday