Period
to

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the City of London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 16 May 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
16 May 2022
Same period 2021 Same period 2020
Rank 29 35 36
Rank change year-on-year +6 +1 -3
Permanent jobs citing Analytical Skills 555 352 489
As % of all permanent jobs advertised in the City of London 7.66% 7.09% 6.72%
As % of the General category 12.08% 11.58% 11.00%
Number of salaries quoted 447 296 426
10th Percentile £41,250 £41,500 £35,625
25th Percentile £52,500 £52,313 £47,500
Median annual salary (50th Percentile) £65,000 £70,000 £69,150
Median % change year-on-year -7.14% +1.23% +15.25%
75th Percentile £83,750 £88,750 £86,250
90th Percentile £98,500 £97,000 £120,000
Central London median annual salary £65,000 £67,500 £67,500
% change year-on-year -3.70% - +12.50%

Analytical Skills is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for common skills.

All General Skills
City of London
Permanent vacancies with a requirement for common skills 4,596 3,039 4,447
As % of all permanent IT jobs advertised in the City of London 63.45% 61.23% 61.09%
Number of salaries quoted 3,604 2,655 3,882
10th Percentile £45,000 £42,500 £37,500
25th Percentile £56,250 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £72,500 £67,500
Median % change year-on-year - +7.41% +3.85%
75th Percentile £95,000 £88,750 £86,250
90th Percentile £110,000 £108,750 £105,000
Central London median annual salary £71,500 £72,500 £67,500
% change year-on-year -1.38% +7.41% +3.85%

Analytical Skills
Job Vacancy Trend in the City of London

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Analytical Skills in the City of London

Analytical Skills
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Analytical Skills in the City of London.

Salary trend for Analytical Skills in the City of London

Analytical Skills
Salary Histogram in the City of London

Salary distribution for jobs citing Analytical Skills in the City of London over the 6 months to 16 May 2022.

Salary histogram for Analytical Skills in the City of London

Analytical Skills
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the City of London region over the 6 months to 16 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
London Bridge 0 6 £100,000 +29.03%
Moorgate - 2 £42,500 -
Analytical Skills
Central London

For the 6 months to 16 May 2022, IT jobs citing Analytical Skills 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 City of London region with a requirement for Analytical Skills.

1 256 (46.13%) Problem-Solving
2 250 (45.05%) SQL
3 210 (37.84%) Social Skills
4 193 (34.77%) Finance
5 182 (32.79%) Agile
6 129 (23.24%) Analytics
7 116 (20.90%) Azure
8 105 (18.92%) Python
9 101 (18.20%) Business Intelligence
10 94 (16.94%) Microsoft
11 92 (16.58%) Power Platform
12 89 (16.04%) Software Engineering
13 83 (14.95%) Power BI
14 80 (14.41%) Relational Database
15 77 (13.87%) Windows
15 77 (13.87%) .NET
16 69 (12.43%) Data Warehouse
17 68 (12.25%) Java
17 68 (12.25%) Business Analysis
17 68 (12.25%) Machine Learning
18 67 (12.07%) C#
18 67 (12.07%) Data Modelling
19 66 (11.89%) AWS
20 64 (11.53%) Data Science
21 63 (11.35%) Stakeholder Management
22 62 (11.17%) Scrum
23 61 (10.99%) Degree
23 61 (10.99%) Data Analysis
24 60 (10.81%) Microsoft Excel
24 60 (10.81%) Presentation Skills

Analytical Skills
Co-occurring IT Skills in the City of 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 21 (3.78%) SharePoint
2 16 (2.88%) Confluence
3 14 (2.52%) Umbraco
4 8 (1.44%) Apache Spark
5 7 (1.26%) Apache
6 6 (1.08%) SAS
7 4 (0.72%) IIS
8 3 (0.54%) Drupal
9 2 (0.36%) MS Exchange
9 2 (0.36%) OpenStack
10 1 (0.18%) Apache Airflow
10 1 (0.18%) CMS
10 1 (0.18%) Elasticsearch
10 1 (0.18%) Luigi
10 1 (0.18%) MQSeries
10 1 (0.18%) Tomcat
Applications
1 60 (10.81%) Microsoft Excel
2 34 (6.13%) Microsoft Office
3 15 (2.70%) Microsoft PowerPoint
4 12 (2.16%) MS Visio
5 5 (0.90%) Spreadsheet
6 4 (0.72%) Maple
7 1 (0.18%) Adobe Creative Suite
7 1 (0.18%) Adobe XD
7 1 (0.18%) Chatbot
7 1 (0.18%) Microsoft Project
7 1 (0.18%) Sketch
Business Applications
1 2 (0.36%) Distributed Ledger
1 2 (0.36%) Oracle ERP
1 2 (0.36%) SAP IBP
1 2 (0.36%) SAP MDM
1 2 (0.36%) Sentinel
1 2 (0.36%) Sparx Enterprise Architect
1 2 (0.36%) Summit
1 2 (0.36%) Workday HCM
2 1 (0.18%) Elite 3E
2 1 (0.18%) Salesforce.com CRM
2 1 (0.18%) SAP S/4HANA
Cloud Services
1 116 (20.90%) Azure
2 92 (16.58%) Power Platform
3 66 (11.89%) AWS
4 34 (6.13%) SaaS
5 29 (5.23%) Microsoft 365
6 27 (4.86%) Snowflake
7 20 (3.60%) PowerApps
8 16 (2.88%) GCP
9 15 (2.70%) Matillion
10 13 (2.34%) AWS CloudFormation
10 13 (2.34%) Azure Active Directory
11 9 (1.62%) Datadog
11 9 (1.62%) OneDrive
11 9 (1.62%) Smartsheet
12 8 (1.44%) Amazon EMR
12 8 (1.44%) Amazon S3
13 7 (1.26%) AWS Lambda
13 7 (1.26%) Azure Synapse Analytics
13 7 (1.26%) PaaS
13 7 (1.26%) Serverless
Communications & Networking
1 18 (3.24%) Firewall
2 16 (2.88%) Internet
3 11 (1.98%) VPN
3 11 (1.98%) WebEx
4 8 (1.44%) DNS
5 7 (1.26%) TCP/IP
6 6 (1.08%) Network Security
6 6 (1.08%) SD-WAN
7 5 (0.90%) DHCP
7 5 (0.90%) Wireless
8 4 (0.72%) 3G
8 4 (0.72%) HTTP
8 4 (0.72%) SSL
8 4 (0.72%) WAN
8 4 (0.72%) Wi-Fi
9 3 (0.54%) FTP
9 3 (0.54%) Unified Communications
10 2 (0.36%) LAN
10 2 (0.36%) MPLS
10 2 (0.36%) SMTP
Database & Business Intelligence
1 83 (14.95%) Power BI
2 80 (14.41%) Relational Database
3 69 (12.43%) Data Warehouse
4 40 (7.21%) Tableau
5 36 (6.49%) SQL Server Integration Services
6 34 (6.13%) RDBMS
7 32 (5.77%) SQL Server
8 29 (5.23%) MySQL
9 22 (3.96%) Metadata
10 19 (3.42%) Big Data
11 17 (3.06%) SQL Server Reporting Services
12 16 (2.88%) Looker
13 15 (2.70%) NoSQL
13 15 (2.70%) Power Query
14 13 (2.34%) Qlik Sense
15 11 (1.98%) Data Lake
16 8 (1.44%) BigQuery
16 8 (1.44%) Hadoop
17 7 (1.26%) BusinessObjects
17 7 (1.26%) MongoDB
Development Applications
1 40 (7.21%) JIRA
2 32 (5.77%) Git (software)
3 18 (3.24%) Maven
4 9 (1.62%) Postman
5 8 (1.44%) Jenkins
5 8 (1.44%) Selenium
6 6 (1.08%) Cucumber
6 6 (1.08%) SpecFlow
7 5 (0.90%) JMeter
8 4 (0.72%) WebDriver
9 3 (0.54%) Atlassian Bamboo
9 3 (0.54%) NUnit
9 3 (0.54%) Team Foundation Server
10 2 (0.36%) Artifactory
10 2 (0.36%) Bitbucket
10 2 (0.36%) Cypress.io
10 2 (0.36%) Gradle
10 2 (0.36%) JUnit
10 2 (0.36%) TestNG
10 2 (0.36%) Visual Studio Team System
General
1 210 (37.84%) Social Skills
2 193 (34.77%) Finance
3 60 (10.81%) Presentation Skills
4 48 (8.65%) Banking
5 35 (6.31%) Marketing
6 33 (5.95%) Advertising
7 24 (4.32%) Retail
8 20 (3.60%) Inclusion and Diversity
9 18 (3.24%) Law
9 18 (3.24%) Legal
10 15 (2.70%) Financial Institution
10 15 (2.70%) Influencing Skills
11 13 (2.34%) Organisational Skills
12 12 (2.16%) Back Office
12 12 (2.16%) Publishing
13 11 (1.98%) Front Office
14 9 (1.62%) Documentation Skills
15 8 (1.44%) Investment Banking
16 4 (0.72%) Games
16 4 (0.72%) Police
Job Titles
1 166 (29.91%) Analyst
2 121 (21.80%) Developer
3 57 (10.27%) Business Analyst
4 49 (8.83%) Data Analyst
5 43 (7.75%) Systems Analyst
6 36 (6.49%) Software Engineer
7 30 (5.41%) C# Developer
8 28 (5.05%) Applications Support
9 26 (4.68%) Consultant
10 24 (4.32%) Java Developer
11 23 (4.14%) Analytics Developer
11 23 (4.14%) Software Developer
12 22 (3.96%) Business Intelligence Developer
12 22 (3.96%) Data Business Analyst
13 20 (3.60%) Support Analyst
14 19 (3.42%) Data Engineer
14 19 (3.42%) SQL Analyst
15 18 (3.24%) Developer/Software Engineer
15 18 (3.24%) Insurance Systems Analyst
16 17 (3.06%) Applications Support Analyst
Libraries, Frameworks & Software Standards
1 77 (13.87%) .NET
2 34 (6.13%) .NET Core
3 28 (5.05%) HTML
4 24 (4.32%) Spring
5 23 (4.14%) CSS
6 22 (3.96%) React
6 22 (3.96%) REST
7 21 (3.78%) XML
8 18 (3.24%) JSON
8 18 (3.24%) Kafka
9 17 (3.06%) AngularJS
10 14 (2.52%) Sass
10 14 (2.52%) Semantic HTML
11 10 (1.80%) ASP.NET
11 10 (1.80%) ASP.NET Core
12 7 (1.26%) SOAP
13 6 (1.08%) PySpark
14 5 (0.90%) HTML5
14 5 (0.90%) RESTful
14 5 (0.90%) Web Services
Miscellaneous
1 41 (7.39%) Analytical Mindset
2 34 (6.13%) User Experience
3 29 (5.23%) Greenfield Project
4 24 (4.32%) Enterprise Software
5 22 (3.96%) Hedge funds
5 22 (3.96%) Management Information System
6 19 (3.42%) Cloud Native
7 16 (2.88%) Derivative
7 16 (2.88%) Self-Motivation
8 12 (2.16%) Algorithms
9 11 (1.98%) Foreign Exchange (FX)
10 9 (1.62%) Data Structures
11 8 (1.44%) Fixed Income
11 8 (1.44%) Legacy Systems
12 7 (1.26%) NHS
12 7 (1.26%) Public Cloud
12 7 (1.26%) Virtual Team
13 6 (1.08%) Data Centre
14 5 (0.90%) Credit Risk
14 5 (0.90%) Market Risk
Operating Systems
1 77 (13.87%) Windows
2 46 (8.29%) Linux
3 27 (4.86%) Windows 10
4 13 (2.34%) Red Hat Enterprise Linux
5 9 (1.62%) Apple iOS
6 8 (1.44%) Android
6 8 (1.44%) Windows 7
6 8 (1.44%) Windows Server
7 7 (1.26%) Unix
8 3 (0.54%) Mac OS
9 2 (0.36%) Windows Server 2008
9 2 (0.36%) Windows Server 2012
9 2 (0.36%) Windows Server 2016
9 2 (0.36%) Windows Server 2019
Processes & Methodologies
1 256 (46.13%) Problem-Solving
2 182 (32.79%) Agile
3 129 (23.24%) Analytics
4 101 (18.20%) Business Intelligence
5 89 (16.04%) Software Engineering
6 68 (12.25%) Business Analysis
6 68 (12.25%) Machine Learning
7 67 (12.07%) Data Modelling
8 64 (11.53%) Data Science
9 63 (11.35%) Stakeholder Management
10 62 (11.17%) Scrum
11 61 (10.99%) Data Analysis
12 59 (10.63%) Data Analytics
13 55 (9.91%) Visualisation
14 53 (9.55%) DevOps
14 53 (9.55%) Unit Testing
15 52 (9.37%) Test Automation
16 51 (9.19%) Project Management
17 47 (8.47%) User Acceptance Testing
18 42 (7.57%) Analytical Thinking
Programming Languages
1 250 (45.05%) SQL
2 105 (18.92%) Python
3 68 (12.25%) Java
4 67 (12.07%) C#
5 27 (4.86%) C++
5 27 (4.86%) T-SQL
6 26 (4.68%) C
7 24 (4.32%) JavaScript
7 24 (4.32%) R
8 17 (3.06%) Go
8 17 (3.06%) PL/SQL
9 15 (2.70%) ANSI SQL
10 9 (1.62%) PowerShell
10 9 (1.62%) VBA
11 8 (1.44%) XMLA
12 7 (1.26%) Bash
12 7 (1.26%) MATLAB
12 7 (1.26%) Scala
12 7 (1.26%) Shell Script
13 3 (0.54%) TypeScript
Qualifications
1 61 (10.99%) Degree
2 18 (3.24%) Computer Science Degree
3 15 (2.70%) ITIL Certification
4 7 (1.26%) DBS Check
4 7 (1.26%) SC Cleared
4 7 (1.26%) Security Cleared
5 5 (0.90%) PhD
6 4 (0.72%) TOGAF Certification
7 3 (0.54%) CISSP
7 3 (0.54%) ISTQB
7 3 (0.54%) PRINCE2 Certification
8 2 (0.36%) APMP
8 2 (0.36%) PMI Certification
8 2 (0.36%) PMP
9 1 (0.18%) APMG
9 1 (0.18%) CGEIT
9 1 (0.18%) CRISC
9 1 (0.18%) Master's Degree
9 1 (0.18%) Numerate Degree
9 1 (0.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 54 (9.73%) QA
2 28 (5.05%) SLA
3 21 (3.78%) Data Quality
4 9 (1.62%) GDPR
5 7 (1.26%) MiFID
6 6 (1.08%) ISO/IEC 27001
7 4 (0.72%) EMIR
8 3 (0.54%) Accessibility
8 3 (0.54%) IFRS
8 3 (0.54%) ISAE 3402
8 3 (0.54%) PMO
9 2 (0.36%) IFRS 9
9 2 (0.36%) NIST
10 1 (0.18%) GRC
10 1 (0.18%) Solvency II
System Software
1 26 (4.68%) Active Directory
2 21 (3.78%) VMware Infrastructure
3 17 (3.06%) Docker
4 9 (1.62%) VMware ESXi
5 4 (0.72%) Ceph
5 4 (0.72%) Virtual Desktop
6 3 (0.54%) Hyper-V
7 2 (0.36%) vSphere
7 2 (0.36%) XenApp
8 1 (0.18%) zsh
Systems Management
1 18 (3.24%) Terraform
2 12 (2.16%) Kubernetes
3 5 (0.90%) Ansible
4 4 (0.72%) Opscode Chef
5 3 (0.54%) Jamf Pro
5 3 (0.54%) Puppet
6 1 (0.18%) AirWatch
6 1 (0.18%) Control-M
6 1 (0.18%) HP Fortify
6 1 (0.18%) ITRS Geneos
6 1 (0.18%) Microsoft Intune
6 1 (0.18%) Rancher
6 1 (0.18%) Salt
6 1 (0.18%) Single Sign-On
6 1 (0.18%) vRealize
6 1 (0.18%) vRealize Orchestrator
6 1 (0.18%) VxRail
Vendors
1 94 (16.94%) Microsoft
2 29 (5.23%) Oracle
3 26 (4.68%) VMware
4 23 (4.14%) Google
5 15 (2.70%) Informatica
6 13 (2.34%) Red Hat
6 13 (2.34%) Splunk
7 11 (1.98%) Citrix
8 10 (1.80%) SnapLogic
8 10 (1.80%) Talend
9 9 (1.62%) Databricks
10 8 (1.44%) ServiceNow
11 7 (1.26%) Adobe
11 7 (1.26%) Murex
12 6 (1.08%) Salesforce.com
12 6 (1.08%) SAP
13 5 (0.90%) Bloomberg
13 5 (0.90%) HP
14 4 (0.72%) IBM
14 4 (0.72%) Workday