Period
to

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Central London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 29 June 2022 with a comparison to the same period over the previous 2 years.

Analytical Skills
London > Central London
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 22 31 36
Rank change year-on-year +9 +5 -5
Permanent jobs citing Analytical Skills 727 486 508
As % of all permanent jobs advertised in Central London 8.21% 7.54% 6.59%
As % of the General category 13.02% 12.43% 10.91%
Number of salaries quoted 571 411 439
10th Percentile £41,250 £40,000 £35,000
25th Percentile £52,500 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +12.50%
75th Percentile £83,750 £82,500 £85,000
90th Percentile £95,000 £92,500 £107,500
London median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% +4.17%

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 Central London with a requirement for common skills.

All General Skills
Central London
Permanent vacancies with a requirement for common skills 5,585 3,911 4,655
As % of all permanent IT jobs advertised in Central London 63.05% 60.69% 60.42%
Number of salaries quoted 4,200 3,449 4,096
10th Percentile £42,500 £42,500 £38,000
25th Percentile £55,000 £52,500 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £70,000
Median % change year-on-year +3.57% - +7.69%
75th Percentile £93,750 £88,750 £85,000
90th Percentile £110,000 £105,000 £100,000
London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +3.85%

Analytical Skills
Job Vacancy Trend in Central London

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

Job vacancy trend for Analytical Skills in Central London

Analytical Skills
Salary Trend in Central London

3-month moving average salary quoted in jobs citing Analytical Skills in Central London.

Salary trend for Analytical Skills in Central London

Analytical Skills
Salary Histogram in Central London

Salary distribution for jobs citing Analytical Skills in Central London over the 6 months to 29 June 2022.

Salary histogram for Analytical Skills in Central London

Analytical Skills
Job Locations in Central 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 Central London region over the 6 months to 29 June 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
City of London +12 664 £66,500 -1.48% 130
City of Westminster +2 18 £62,500 +66.62%
West End of London +7 14 £62,500 +66.62% 2
Southwark -3 4 £79,500 +2.58%
Camden -8 4 £49,000 -24.62% 2
Kensington and Chelsea - 4 £30,500 -
Lambeth -10 3 £29,000 -55.38%
Analytical Skills
London

For the 6 months to 29 June 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 Central London region with a requirement for Analytical Skills.

1 352 (48.42%) Problem-Solving
2 298 (40.99%) Social Skills
3 289 (39.75%) SQL
4 238 (32.74%) Finance
5 222 (30.54%) Agile
6 155 (21.32%) Analytics
7 147 (20.22%) Azure
8 135 (18.57%) Software Engineering
9 126 (17.33%) Python
9 126 (17.33%) Microsoft
10 115 (15.82%) Business Intelligence
11 105 (14.44%) Power Platform
12 101 (13.89%) .NET
12 101 (13.89%) Power BI
13 100 (13.76%) Machine Learning
14 99 (13.62%) Business Analysis
15 96 (13.20%) AWS
16 90 (12.38%) Java
17 89 (12.24%) Microsoft Excel
17 89 (12.24%) Relational Database
18 85 (11.69%) Degree
19 83 (11.42%) Windows
19 83 (11.42%) C#
19 83 (11.42%) Presentation Skills
20 78 (10.73%) Data Warehouse
21 77 (10.59%) DevOps
22 76 (10.45%) Data Modelling
23 75 (10.32%) QA
23 75 (10.32%) Data Science
24 74 (10.18%) Scrum

Analytical Skills
Co-occurring IT Skills in Central 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 (3.85%) Umbraco
2 27 (3.71%) Confluence
3 24 (3.30%) SharePoint
4 13 (1.79%) Apache
4 13 (1.79%) Apache Spark
5 11 (1.51%) SAS
6 5 (0.69%) CMS
6 5 (0.69%) MS Exchange
7 4 (0.55%) Drupal
7 4 (0.55%) IIS
8 2 (0.28%) ArcGIS
8 2 (0.28%) OpenStack
9 1 (0.14%) Apache Airflow
9 1 (0.14%) Luigi
9 1 (0.14%) MQSeries
9 1 (0.14%) Tomcat
Applications
1 89 (12.24%) Microsoft Excel
2 46 (6.33%) Microsoft Office
3 25 (3.44%) Microsoft PowerPoint
4 18 (2.48%) MS Visio
5 5 (0.69%) Maple
5 5 (0.69%) Spreadsheet
6 2 (0.28%) AutoCAD
6 2 (0.28%) Microsoft Project
6 2 (0.28%) MicroStation
6 2 (0.28%) Sketch
7 1 (0.14%) Adobe XD
7 1 (0.14%) InVision
7 1 (0.14%) Photoshop
7 1 (0.14%) SPSS
Business Applications
1 9 (1.24%) Workday HCM
2 4 (0.55%) Fidessa
2 4 (0.55%) Summit
3 3 (0.41%) Remedy ITSM
3 3 (0.41%) Salesforce.com CRM
3 3 (0.41%) Sparx Enterprise Architect
4 2 (0.28%) NetSuite
4 2 (0.28%) Oracle ERP
4 2 (0.28%) SAP MDM
5 1 (0.14%) Distributed Ledger
5 1 (0.14%) Elite 3E
5 1 (0.14%) Infor M3
5 1 (0.14%) Primavera
5 1 (0.14%) SAP S/4HANA
5 1 (0.14%) Veritas eDiscovery
Cloud Services
1 147 (20.22%) Azure
2 105 (14.44%) Power Platform
3 96 (13.20%) AWS
4 42 (5.78%) Microsoft 365
5 40 (5.50%) SaaS
6 28 (3.85%) Snowflake
7 25 (3.44%) Azure DevOps
8 21 (2.89%) GCP
9 17 (2.34%) Azure Synapse Analytics
9 17 (2.34%) Matillion
10 15 (2.06%) Azure Storage
11 14 (1.93%) Azure Cosmos DB
12 13 (1.79%) PowerApps
13 11 (1.51%) Google Analytics
14 10 (1.38%) Azure Data Factory
14 10 (1.38%) PaaS
15 8 (1.10%) AWS CloudFormation
15 8 (1.10%) Azure AKS
16 7 (0.96%) Azure Active Directory
16 7 (0.96%) Datadog
Communications & Networking
1 23 (3.16%) Internet
2 16 (2.20%) TCP/IP
3 14 (1.93%) Firewall
4 11 (1.51%) DNS
5 10 (1.38%) VPN
5 10 (1.38%) WAN
6 9 (1.24%) DHCP
7 8 (1.10%) HTTP
8 7 (0.96%) BGP
8 7 (0.96%) Network Security
9 6 (0.83%) Wireless
10 5 (0.69%) LAN
11 4 (0.55%) 3G
11 4 (0.55%) SSL
11 4 (0.55%) Wi-Fi
12 3 (0.41%) FTP
12 3 (0.41%) SAN
12 3 (0.41%) SMTP
12 3 (0.41%) WebEx
13 2 (0.28%) Remote Desktop
Database & Business Intelligence
1 101 (13.89%) Power BI
2 89 (12.24%) Relational Database
3 78 (10.73%) Data Warehouse
4 50 (6.88%) Tableau
5 47 (6.46%) SQL Server
6 39 (5.36%) SQL Server Integration Services
7 31 (4.26%) RDBMS
8 26 (3.58%) Big Data
8 26 (3.58%) MySQL
9 22 (3.03%) Data Lake
9 22 (3.03%) SQL Server Reporting Services
10 19 (2.61%) Metadata
11 17 (2.34%) Looker
12 15 (2.06%) NoSQL
13 14 (1.93%) Qlik Sense
14 10 (1.38%) OLAP
14 10 (1.38%) Power Query
14 10 (1.38%) SQL Server Analysis Services
15 9 (1.24%) OLTP
15 9 (1.24%) Oracle Reports
Development Applications
1 52 (7.15%) JIRA
2 44 (6.05%) Git (software)
3 23 (3.16%) Maven
4 9 (1.24%) Jenkins
5 8 (1.10%) Selenium
6 6 (0.83%) Postman
7 5 (0.69%) Cucumber
8 4 (0.55%) Appium
8 4 (0.55%) SpecFlow
8 4 (0.55%) Team Foundation Server
9 3 (0.41%) JMeter
9 3 (0.41%) NUnit
9 3 (0.41%) WebDriver
10 2 (0.28%) Artifactory
10 2 (0.28%) Bitbucket
10 2 (0.28%) Cypress.io
10 2 (0.28%) Gradle
10 2 (0.28%) JUnit
10 2 (0.28%) TestNG
10 2 (0.28%) Visual Studio Team System
General
1 298 (40.99%) Social Skills
2 238 (32.74%) Finance
3 83 (11.42%) Presentation Skills
4 58 (7.98%) Banking
5 42 (5.78%) Marketing
6 39 (5.36%) Retail
7 32 (4.40%) Advertising
8 28 (3.85%) Legal
9 23 (3.16%) Inclusion and Diversity
10 22 (3.03%) Law
11 17 (2.34%) Organisational Skills
12 15 (2.06%) Investment Banking
13 12 (1.65%) Financial Institution
13 12 (1.65%) Influencing Skills
13 12 (1.65%) Publishing
14 11 (1.51%) Back Office
14 11 (1.51%) Documentation Skills
15 10 (1.38%) French Language
15 10 (1.38%) Front Office
16 7 (0.96%) Police
Job Titles
1 220 (30.26%) Analyst
2 136 (18.71%) Developer
3 82 (11.28%) Business Analyst
4 62 (8.53%) Software Engineer
5 58 (7.98%) Data Analyst
6 47 (6.46%) Systems Analyst
7 30 (4.13%) Software Developer
8 29 (3.99%) Applications Support
8 29 (3.99%) Java Developer
9 25 (3.44%) Data Business Analyst
10 24 (3.30%) C# Developer
10 24 (3.30%) Product Owner
10 24 (3.30%) SQL Analyst
11 22 (3.03%) Consultant
11 22 (3.03%) Data Engineer
11 22 (3.03%) Support Analyst
12 21 (2.89%) Developer/Software Engineer
12 21 (2.89%) Insurance Business Analyst
13 20 (2.75%) Analytics Developer
13 20 (2.75%) Senior Analyst
Libraries, Frameworks & Software Standards
1 101 (13.89%) .NET
2 52 (7.15%) HTML
3 51 (7.02%) React
4 43 (5.91%) CSS
5 39 (5.36%) AngularJS
6 38 (5.23%) REST
7 36 (4.95%) .NET Core
8 35 (4.81%) Spring
9 30 (4.13%) XML
10 29 (3.99%) Sass
11 28 (3.85%) JSON
11 28 (3.85%) Semantic HTML
12 17 (2.34%) Kafka
13 12 (1.65%) .NET Framework
14 11 (1.51%) ASP.NET
14 11 (1.51%) ASP.NET Core
14 11 (1.51%) SOAP
15 10 (1.38%) HTML5
15 10 (1.38%) RESTful
16 9 (1.24%) PySpark
Miscellaneous
1 53 (7.29%) User Experience
2 50 (6.88%) Management Information System
3 35 (4.81%) Analytical Mindset
4 29 (3.99%) Cloud Native
5 28 (3.85%) Enterprise Software
5 28 (3.85%) Greenfield Project
6 25 (3.44%) Hedge funds
7 22 (3.03%) Self-Motivation
8 20 (2.75%) Data Structures
9 19 (2.61%) Derivative
10 15 (2.06%) Life Science
11 14 (1.93%) Algorithms
12 12 (1.65%) Foreign Exchange (FX)
12 12 (1.65%) Legacy Systems
13 11 (1.51%) NHS
14 10 (1.38%) Fixed Income
14 10 (1.38%) Public Cloud
15 9 (1.24%) Cyberattack
16 8 (1.10%) Virtual Team
17 7 (0.96%) Cybercrime
Operating Systems
1 83 (11.42%) Windows
2 56 (7.70%) Linux
3 25 (3.44%) Windows 10
4 18 (2.48%) Windows Server
5 14 (1.93%) Unix
6 13 (1.79%) Apple iOS
7 12 (1.65%) Android
8 11 (1.51%) Red Hat Enterprise Linux
9 8 (1.10%) Windows Server 2012
10 7 (0.96%) Windows Server 2016
11 6 (0.83%) Mac OS X
11 6 (0.83%) Windows 7
12 3 (0.41%) Mac OS
13 2 (0.28%) Windows Server 2008
14 1 (0.14%) Windows Server 2019
Processes & Methodologies
1 352 (48.42%) Problem-Solving
2 222 (30.54%) Agile
3 155 (21.32%) Analytics
4 135 (18.57%) Software Engineering
5 115 (15.82%) Business Intelligence
6 100 (13.76%) Machine Learning
7 99 (13.62%) Business Analysis
8 77 (10.59%) DevOps
9 76 (10.45%) Data Modelling
10 75 (10.32%) Data Science
11 74 (10.18%) Scrum
12 72 (9.90%) Stakeholder Management
13 68 (9.35%) Microservices
13 68 (9.35%) Project Management
14 66 (9.08%) Data Analytics
15 65 (8.94%) Data Analysis
16 64 (8.80%) Data Management
17 60 (8.25%) Unit Testing
18 58 (7.98%) Test Automation
19 57 (7.84%) Artificial Intelligence
Programming Languages
1 289 (39.75%) SQL
2 126 (17.33%) Python
3 90 (12.38%) Java
4 83 (11.42%) C#
5 43 (5.91%) JavaScript
6 32 (4.40%) C++
7 29 (3.99%) C
8 26 (3.58%) R
9 25 (3.44%) T-SQL
10 20 (2.75%) Go
11 17 (2.34%) PowerShell
12 16 (2.20%) Bash
13 13 (1.79%) PL/SQL
13 13 (1.79%) VBA
14 11 (1.51%) Scala
15 10 (1.38%) ANSI SQL
16 8 (1.10%) MATLAB
16 8 (1.10%) Shell Script
16 8 (1.10%) XMLA
17 7 (0.96%) SOQL
Qualifications
1 85 (11.69%) Degree
2 23 (3.16%) Computer Science Degree
3 13 (1.79%) ITIL Certification
4 12 (1.65%) SC Cleared
4 12 (1.65%) Security Cleared
5 11 (1.51%) PhD
6 8 (1.10%) DBS Check
7 6 (0.83%) ISTQB
8 4 (0.55%) CCNA
8 4 (0.55%) Cisco Certification
8 4 (0.55%) CISSP
8 4 (0.55%) Numerate Degree
9 3 (0.41%) APMP
9 3 (0.41%) ISTQB Advanced Certification
9 3 (0.41%) PRINCE2 Certification
10 2 (0.28%) CISM
10 2 (0.28%) CompTIA Security+
10 2 (0.28%) Master's Degree
10 2 (0.28%) PMI Certification
10 2 (0.28%) PMP
Quality Assurance & Compliance
1 75 (10.32%) QA
2 30 (4.13%) SLA
3 27 (3.71%) Data Quality
4 8 (1.10%) GDPR
4 8 (1.10%) MiFID
5 6 (0.83%) ISO/IEC 27001
6 5 (0.69%) EMIR
6 5 (0.69%) GxP
6 5 (0.69%) NIST
7 4 (0.55%) PMO
8 3 (0.41%) IFRS
8 3 (0.41%) ISAE 3402
9 2 (0.28%) Accessibility
9 2 (0.28%) GAAP
9 2 (0.28%) GRC
9 2 (0.28%) IFRS 9
9 2 (0.28%) Solvency II
10 1 (0.14%) 21 CFR Part 11
10 1 (0.14%) COBIT
10 1 (0.14%) Good Clinical Practice
System Software
1 39 (5.36%) Active Directory
2 21 (2.89%) Docker
2 21 (2.89%) VMware Infrastructure
3 10 (1.38%) Hyper-V
4 5 (0.69%) VMware ESXi
5 4 (0.55%) Virtual Desktop
6 3 (0.41%) Ceph
6 3 (0.41%) vSphere
7 2 (0.28%) Virtual Machines
7 2 (0.28%) Virtual Servers
8 1 (0.14%) Postfix
8 1 (0.14%) Sendmail
8 1 (0.14%) zsh
Systems Management
1 32 (4.40%) Terraform
2 14 (1.93%) Kubernetes
3 9 (1.24%) Ansible
4 5 (0.69%) Microsoft Intune
5 4 (0.55%) Kubeflow
5 4 (0.55%) Opscode Chef
6 3 (0.41%) Jamf Pro
6 3 (0.41%) Puppet
6 3 (0.41%) Single Sign-On
6 3 (0.41%) vRealize
7 2 (0.28%) AirWatch
7 2 (0.28%) NetBackup
7 2 (0.28%) vMotion
8 1 (0.14%) Control-M
8 1 (0.14%) HP Fortify
8 1 (0.14%) ITRS Geneos
8 1 (0.14%) QRadar
8 1 (0.14%) Rancher
8 1 (0.14%) Salt
8 1 (0.14%) WSUS
Vendors
1 126 (17.33%) Microsoft
2 38 (5.23%) Oracle
3 34 (4.68%) Google
4 30 (4.13%) Salesforce.com
5 24 (3.30%) VMware
6 19 (2.61%) Informatica
7 16 (2.20%) ServiceNow
8 12 (1.65%) Adobe
8 12 (1.65%) Databricks
9 11 (1.51%) Splunk
9 11 (1.51%) Workday
10 10 (1.38%) Red Hat
11 9 (1.24%) Bloomberg
11 9 (1.24%) SnapLogic
11 9 (1.24%) Talend
12 8 (1.10%) Atlassian
12 8 (1.10%) Murex
13 7 (0.96%) HP
13 7 (0.96%) Okta
14 6 (0.83%) LogicMonitor