Period
to 24 September 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Decision-Making skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Decision-Making over the 6 months to 24 September 2020 with a comparison to the same period in the previous 2 years.

Decision-Making
England > London
6 months to
24 Sep 2020
Same period 2019 Same period 2018
Rank 127 106 134
Rank change year-on-year -21 +28 +21
Permanent jobs citing Decision-Making 535 1,679 1,775
As % of all permanent jobs advertised in London 2.65% 3.01% 2.59%
As % of the Processes & Methodologies category 2.84% 3.23% 2.80%
Number of salaries quoted 440 1,218 1,174
Median annual salary £80,000 £67,500 £62,500
Median salary % change year-on-year +18.52% +8.00% -3.85%
10th Percentile £46,125 £40,000 £35,000
90th Percentile £142,500 £99,112 £100,000
England median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% -

Decision-Making is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 18,847 52,016 63,445
As % of all permanent IT jobs advertised in London 93.34% 93.10% 92.70%
Number of salaries quoted 15,516 41,911 50,844
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £36,250 £35,000
90th Percentile £108,750 £97,500 £95,000
England median annual salary £57,500 £52,500 £50,500
% change year-on-year +9.52% +3.96% +1.00%

Decision-Making
Job Vacancy Trend in London

Job postings citing Decision-Making as a proportion of all IT jobs advertised in London.

Job vacancy trend for Decision-Making in London

Decision-Making
Salary Trend in London

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

Salary trend for Decision-Making in London

Decision-Making
Salary Histogram in London

Salary distribution for jobs citing Decision-Making in London over the 6 months to 24 September 2020.

Salary histogram for Decision-Making in London

Decision-Making
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the London region over the 6 months to 24 September 2020. 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 -19 80 £70,000 +2.94% 16
South London +45 15 £72,500 +41.46% 1
West London +1 12 £60,000 +4.35% 11
East London +24 3 £75,000 +66.67% 6
North London +25 1 - -
Decision-Making
England

For the 6 months to 24 September 2020, IT jobs citing Decision-Making 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 Decision-Making.

1 238 (44.49%) Finance
2 219 (40.93%) Agile Software Development
3 169 (31.59%) Analytics
4 157 (29.35%) SQL
5 155 (28.97%) AWS
6 151 (28.22%) Python
7 132 (24.67%) JavaScript
8 122 (22.80%) Java
9 120 (22.43%) Azure
10 104 (19.44%) Asset Management
11 101 (18.88%) Software Engineering
11 101 (18.88%) Degree
12 99 (18.50%) Web Services
13 94 (17.57%) Front Office
13 94 (17.57%) Analytical Skills
14 87 (16.26%) GCP
14 87 (16.26%) Fixed Income
15 85 (15.89%) Derivative
16 84 (15.70%) Hedge funds
17 83 (15.51%) Banking
17 83 (15.51%) Investment Management
18 81 (15.14%) DevOps
19 80 (14.95%) React
20 79 (14.77%) Data Analytics
21 77 (14.39%) Mentoring
22 75 (14.02%) AngularJS
22 75 (14.02%) Google
23 70 (13.08%) Portfolio Management
24 68 (12.71%) Problem-Solving
25 66 (12.34%) Equities

Decision-Making
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 22 (4.11%) Apache Spark
2 21 (3.93%) Apache
3 11 (2.06%) Apache Airflow
3 11 (2.06%) Tomcat
4 10 (1.87%) SAS
5 9 (1.68%) Elasticsearch
5 9 (1.68%) IIS
6 5 (0.93%) CMS
6 5 (0.93%) Confluence
7 4 (0.75%) EPiServer
8 3 (0.56%) JBoss
8 3 (0.56%) WebLogic
9 2 (0.37%) IBM Domino
9 2 (0.37%) OpenStack
9 2 (0.37%) SharePoint
9 2 (0.37%) Skype for Business
10 1 (0.19%) Apache Pig
10 1 (0.19%) MS Exchange
Applications
1 25 (4.67%) Microsoft Excel
2 11 (2.06%) Microsoft Office
3 10 (1.87%) Microsoft PowerPoint
4 3 (0.56%) Chatbot
4 3 (0.56%) Spreadsheet
5 2 (0.37%) Photoshop
6 1 (0.19%) InVision
6 1 (0.19%) Sketch
6 1 (0.19%) SPSS
Business Applications
1 25 (4.67%) FINCAD Analytics
2 11 (2.06%) Magento
3 3 (0.56%) Raiser's Edge
4 2 (0.37%) FastStats
4 2 (0.37%) Oracle BPM
5 1 (0.19%) Dynamics CRM
5 1 (0.19%) Markit EDM
5 1 (0.19%) NetSuite
5 1 (0.19%) Oracle Applications
5 1 (0.19%) Oracle EBS
5 1 (0.19%) Oracle EBS R12
5 1 (0.19%) Sentinel
Cloud Services
1 155 (28.97%) AWS
2 120 (22.43%) Azure
3 87 (16.26%) GCP
4 41 (7.66%) Power Platform
5 27 (5.05%) SaaS
6 21 (3.93%) OpenShift
7 19 (3.55%) PaaS
8 15 (2.80%) IaaS
9 13 (2.43%) Office 365
10 12 (2.24%) Amazon S3
10 12 (2.24%) Serverless
11 11 (2.06%) Google Sheets
12 8 (1.50%) Google Analytics
13 7 (1.31%) Cloud Computing
13 7 (1.31%) GitHub
14 6 (1.12%) Amazon SQS
14 6 (1.12%) AWS Lambda
15 4 (0.75%) Amazon EC2
15 4 (0.75%) Amazon ECS
15 4 (0.75%) Amazon Kinesis
Communications & Networking
1 20 (3.74%) Internet
2 11 (2.06%) SAN
3 10 (1.87%) Firewall
4 7 (1.31%) Wireless
5 6 (1.12%) Fibre Channel
5 6 (1.12%) iSCSI
6 5 (0.93%) Network Security
7 4 (0.75%) BGP
7 4 (0.75%) EIGRP
7 4 (0.75%) OSPF
7 4 (0.75%) TCP/IP
8 3 (0.56%) 5G
8 3 (0.56%) F5 BIG-IP LTM
8 3 (0.56%) LAN
8 3 (0.56%) LTE
8 3 (0.56%) WAN
8 3 (0.56%) WLAN
9 2 (0.37%) AMQP
9 2 (0.37%) RSVP
9 2 (0.37%) Skype
Database & Business Intelligence
1 59 (11.03%) SQL Server
2 44 (8.22%) NoSQL
3 43 (8.04%) Big Data
4 41 (7.66%) Power BI
5 34 (6.36%) PostgreSQL
6 32 (5.98%) Amazon Athena
6 32 (5.98%) Hadoop
7 26 (4.86%) Amazon DynamoDB
7 26 (4.86%) Data Warehouse
7 26 (4.86%) Relational Database
8 18 (3.36%) RDBMS
8 18 (3.36%) SQL Server Integration Services
9 17 (3.18%) Apache Hive
9 17 (3.18%) Looker
10 15 (2.80%) Data Mining
11 13 (2.43%) SQL Server Analysis Services
12 12 (2.24%) Amazon Redshift
12 12 (2.24%) SQL Server Reporting Services
13 10 (1.87%) Blockchain
13 10 (1.87%) Redis
Development Applications
1 29 (5.42%) Git (software)
2 24 (4.49%) RStudio
3 19 (3.55%) JIRA
4 18 (3.36%) Artifactory
5 15 (2.80%) Jenkins
6 11 (2.06%) NUnit
7 7 (1.31%) Selenium
8 6 (1.12%) Cucumber
8 6 (1.12%) Maven
8 6 (1.12%) Octopus Deploy
8 6 (1.12%) SpecFlow
8 6 (1.12%) Team Foundation Server
9 5 (0.93%) SoapUI
9 5 (0.93%) Subversion
10 4 (0.75%) Gradle
10 4 (0.75%) Visual Studio
11 3 (0.56%) Ant
11 3 (0.56%) MSTest
11 3 (0.56%) TestRail
11 3 (0.56%) WebDriver
General
1 238 (44.49%) Finance
2 94 (17.57%) Front Office
3 83 (15.51%) Banking
4 53 (9.91%) Marketing
5 38 (7.10%) Investment Banking
6 28 (5.23%) Retail
7 25 (4.67%) Law
8 22 (4.11%) Public Sector
9 15 (2.80%) Local Government
10 11 (2.06%) Telecoms
11 9 (1.68%) Legal
11 9 (1.68%) Police
12 8 (1.50%) Back Office
13 7 (1.31%) Games
14 6 (1.12%) Advertising
15 5 (0.93%) Manufacturing
16 3 (0.56%) Electronics
16 3 (0.56%) Fire and Rescue
16 3 (0.56%) Japanese Language
17 2 (0.37%) Digital Economy
Job Titles
1 128 (23.93%) Developer
2 50 (9.35%) AWS Engineer
3 46 (8.60%) Architect
4 41 (7.66%) AWS Developer
5 38 (7.10%) Analyst
6 29 (5.42%) Data Engineer
7 28 (5.23%) Software Engineer
8 25 (4.67%) Finance Manager
9 24 (4.49%) Java Engineer
9 24 (4.49%) Python Developer
10 23 (4.30%) Python Engineer
11 21 (3.93%) Lead Developer
12 20 (3.74%) Java Developer
12 20 (3.74%) JavaScript Developer
12 20 (3.74%) Senior Developer
13 18 (3.36%) Data Manager
13 18 (3.36%) Engineering Manager
14 17 (3.18%) Solutions Architect
15 16 (2.99%) Development Manager
15 16 (2.99%) Front Office Developer
Libraries, Frameworks & Software Standards
1 99 (18.50%) Web Services
2 80 (14.95%) React
3 75 (14.02%) AngularJS
4 58 (10.84%) .NET
5 53 (9.91%) Node.js
6 45 (8.41%) J2EE
7 37 (6.92%) Vue.js
8 30 (5.61%) HTML
9 22 (4.11%) CSS
10 21 (3.93%) Kafka
10 21 (3.93%) NumPy
11 20 (3.74%) Pandas
12 18 (3.36%) Spring
13 16 (2.99%) REST
14 15 (2.80%) .NET Framework
14 15 (2.80%) Spring Boot
15 12 (2.24%) ASP.NET
15 12 (2.24%) Natural Language Processing
15 12 (2.24%) PySpark
15 12 (2.24%) Redux
Miscellaneous
1 94 (17.57%) Analytical Skills
2 87 (16.26%) Fixed Income
3 85 (15.89%) Derivative
4 84 (15.70%) Hedge funds
5 66 (12.34%) Equities
6 37 (6.92%) Foreign Exchange (FX)
7 36 (6.73%) Management Information System
8 35 (6.54%) Greenfield Project
9 28 (5.23%) Public Cloud
10 23 (4.30%) Algorithms
11 19 (3.55%) Blog
11 19 (3.55%) Data Structures
11 19 (3.55%) Equity Derivative
12 17 (3.18%) Self-Motivation
13 16 (2.99%) User Experience
14 13 (2.43%) Virtual Team
15 11 (2.06%) Mobile App
16 8 (1.50%) Data Centre
17 7 (1.31%) Cybercrime
17 7 (1.31%) Enterprise Software
Operating Systems
1 48 (8.97%) Linux
2 23 (4.30%) Windows
3 11 (2.06%) Android
3 11 (2.06%) Windows Server
4 9 (1.68%) Apple iOS
5 8 (1.50%) CentOS
5 8 (1.50%) Ubuntu
6 4 (0.75%) Windows 10
6 4 (0.75%) Windows Server 2012
6 4 (0.75%) Windows Server 2016
7 3 (0.56%) Windows Server 2008
8 2 (0.37%) Unix
8 2 (0.37%) Windows 7
Processes & Methodologies
1 219 (40.93%) Agile Software Development
2 169 (31.59%) Analytics
3 104 (19.44%) Asset Management
4 101 (18.88%) Software Engineering
5 83 (15.51%) Investment Management
6 81 (15.14%) DevOps
7 79 (14.77%) Data Analytics
8 77 (14.39%) Mentoring
9 70 (13.08%) Portfolio Management
10 68 (12.71%) Problem-Solving
11 61 (11.40%) Business Intelligence
12 57 (10.65%) Scrum
13 56 (10.47%) Computer Science
14 55 (10.28%) Artificial Intelligence
15 49 (9.16%) Business Analysis
15 49 (9.16%) Data Science
16 48 (8.97%) Migration
17 46 (8.60%) Visualisation
18 45 (8.41%) Project Management
19 40 (7.48%) Machine Learning
Programming Languages
1 157 (29.35%) SQL
2 151 (28.22%) Python
3 132 (24.67%) JavaScript
4 122 (22.80%) Java
5 49 (9.16%) C++
6 48 (8.97%) C#
7 44 (8.22%) R
8 31 (5.79%) Kotlin
9 21 (3.93%) PHP
10 20 (3.74%) TypeScript
11 13 (2.43%) PowerShell
11 13 (2.43%) T-SQL
12 12 (2.24%) C
13 9 (1.68%) Scala
14 6 (1.12%) MATLAB
14 6 (1.12%) VBA
15 5 (0.93%) ES6
15 5 (0.93%) Go
15 5 (0.93%) Shell Script
16 3 (0.56%) Bash Shell
Qualifications
1 101 (18.88%) Degree
2 36 (6.73%) Security Cleared
3 28 (5.23%) Computer Science Degree
4 27 (5.05%) SC Cleared
5 26 (4.86%) Master's Degree
6 15 (2.80%) Cisco Certification
7 11 (2.06%) CISSP
8 9 (1.68%) CCNA
8 9 (1.68%) DV Cleared
9 8 (1.50%) PRINCE2 Practitioner
9 8 (1.50%) TOGAF Certification
10 7 (1.31%) CCNP
10 7 (1.31%) CISM
11 6 (1.12%) CISA
12 5 (0.93%) MBA
12 5 (0.93%) Microsoft Certification
12 5 (0.93%) Network+ Certification
13 4 (0.75%) CCDP
13 4 (0.75%) CRISC
13 4 (0.75%) ISEB
Quality Assurance & Compliance
1 26 (4.86%) QA
2 14 (2.62%) Data Quality
3 13 (2.43%) PMO
4 12 (2.24%) ISO/IEC 27001
5 9 (1.68%) SLA
6 8 (1.50%) Actionable Recommendations
6 8 (1.50%) GDPR
7 7 (1.31%) NIST
8 3 (0.56%) Cyber Essentials
8 3 (0.56%) ISO 22301
8 3 (0.56%) P3O
9 2 (0.37%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.37%) PCI DSS
10 1 (0.19%) Basel II
10 1 (0.19%) COBIT
10 1 (0.19%) ISO 20022
10 1 (0.19%) ISO 8583
10 1 (0.19%) ISO 9001
10 1 (0.19%) JSP 440
10 1 (0.19%) RMADS
System Software
1 41 (7.66%) Docker
2 9 (1.68%) Active Directory
2 9 (1.68%) VMware Infrastructure
3 4 (0.75%) Hyper-V
4 3 (0.56%) Apache Flume
5 1 (0.19%) BitLocker
5 1 (0.19%) Firmware
5 1 (0.19%) Terminal Services
5 1 (0.19%) Virtual Machines
5 1 (0.19%) Virtual Servers
5 1 (0.19%) VMware ESXi
5 1 (0.19%) VMware Server
5 1 (0.19%) vSphere
Systems Management
1 34 (6.36%) Kubernetes
2 14 (2.62%) Ansible
3 9 (1.68%) Terraform
4 8 (1.50%) Rundeck
5 6 (1.12%) Puppet
5 6 (1.12%) SCCM
6 4 (0.75%) Opscode Chef
7 3 (0.56%) Oozie
7 3 (0.56%) SCVMM
8 2 (0.37%) HP Fortify
9 1 (0.19%) Istio
9 1 (0.19%) Microsoft Intune
9 1 (0.19%) vCenter Server
Vendors
1 75 (14.02%) Google
2 58 (10.84%) Microsoft
3 33 (6.17%) Tableau
4 29 (5.42%) Oracle
5 28 (5.23%) Bloomberg
6 20 (3.74%) Cisco
7 16 (2.99%) VMware
8 14 (2.62%) IBM
9 13 (2.43%) SAP
10 12 (2.24%) Databricks
10 12 (2.24%) Salesforce.com
11 10 (1.87%) Capita
11 10 (1.87%) HP
11 10 (1.87%) Red Hat
12 9 (1.68%) Cloudera
12 9 (1.68%) Cognos
13 7 (1.31%) Dell
14 6 (1.12%) Blue Prism
14 6 (1.12%) Splunk
15 5 (0.93%) Informatica