Period
to 25 February 2021

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 25 February 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
25 Feb 2021
Same period 2020 Same period 2019
Rank 37 33 34
Rank change year-on-year -4 +1 -7
Permanent jobs citing Analytical Skills 304 617 723
As % of all permanent jobs advertised in the City of London 6.51% 6.79% 6.98%
As % of the Miscellaneous category 16.81% 16.59% 16.90%
Number of salaries quoted 275 561 663
Median annual salary £75,000 £67,500 £60,000
Median salary % change year-on-year +11.11% +12.50% +4.35%
10th Percentile £44,250 £33,750 £31,250
90th Percentile £100,000 £107,500 £95,000
Central London median annual salary £72,500 £65,000 £60,000
% change year-on-year +11.54% +8.33% +9.09%

Analytical Skills is in the Generic IT 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 generic IT skills.

All Generic IT Skills
City of London
Permanent vacancies with a requirement for generic IT skills 1,808 3,719 4,277
As % of all permanent IT jobs advertised in the City of London 38.72% 40.93% 41.28%
Number of salaries quoted 1,565 3,230 3,825
Median annual salary £75,000 £70,000 £65,000
Median salary % change year-on-year +7.14% +7.69% +4.00%
10th Percentile £45,000 £38,750 £39,298
90th Percentile £111,250 £107,625 £97,000
Central London median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% +8.33%

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 25 February 2021.

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 25 February 2021. 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
London Bridge +16 3 £79,250 +21.92%
Analytical Skills
Central London

For the 6 months to 25 February 2021, 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.

1 120 (39.47%) SQL
2 109 (35.86%) Finance
2 109 (35.86%) Problem-Solving
3 104 (34.21%) Agile Software Development
4 100 (32.89%) Degree
5 82 (26.97%) Azure
6 74 (24.34%) SQL Server
7 69 (22.70%) Analytics
8 67 (22.04%) C#
9 66 (21.71%) DevOps
10 65 (21.38%) Python
11 58 (19.08%) CRM
12 53 (17.43%) Test Automation
13 52 (17.11%) JavaScript
14 51 (16.78%) Migration
14 51 (16.78%) React
15 50 (16.45%) T-SQL
15 50 (16.45%) .NET
15 50 (16.45%) OO
16 49 (16.12%) CSS
17 48 (15.79%) Reinsurance
17 48 (15.79%) Microservices
18 47 (15.46%) Dynamics CRM
19 46 (15.13%) PowerShell
19 46 (15.13%) jQuery
19 46 (15.13%) Terraform
19 46 (15.13%) .NET Core
20 45 (14.80%) Web Services
20 45 (14.80%) SharePoint
20 45 (14.80%) SOA

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 45 (14.80%) SharePoint
2 21 (6.91%) Apache Spark
3 13 (4.28%) Apache
4 6 (1.97%) Confluence
5 3 (0.99%) Ethereum
5 3 (0.99%) MS Exchange
6 2 (0.66%) CMS
6 2 (0.66%) IBM Notes
6 2 (0.66%) IIS
7 1 (0.33%) Mendix
7 1 (0.33%) SAS
Applications
1 16 (5.26%) Microsoft Excel
2 8 (2.63%) MS Visio
3 6 (1.97%) Microsoft PowerPoint
4 4 (1.32%) Microsoft Office
5 3 (0.99%) SPSS
5 3 (0.99%) Stata
6 2 (0.66%) OmniGraffle
7 1 (0.33%) InVision
Business Applications
1 47 (15.46%) Dynamics CRM
2 4 (1.32%) MoSes
3 3 (0.99%) Global One
4 1 (0.33%) Siebel CRM
Cloud Services
1 82 (26.97%) Azure
2 43 (14.14%) Azure Active Directory
2 43 (14.14%) PaaS
3 19 (6.25%) Power Platform
4 18 (5.92%) AWS
5 17 (5.59%) Azure Data Factory
6 14 (4.61%) Cloud Computing
7 10 (3.29%) SaaS
8 8 (2.63%) AWS CloudFormation
9 7 (2.30%) GCP
9 7 (2.30%) PowerApps
10 5 (1.64%) Amazon EC2
10 5 (1.64%) Microsoft 365
11 2 (0.66%) Azure Stack
11 2 (0.66%) GitHub
11 2 (0.66%) Google Analytics
11 2 (0.66%) IaaS
11 2 (0.66%) OpenShift
12 1 (0.33%) npm
12 1 (0.33%) Serverless
Communications & Networking
1 10 (3.29%) Firewall
2 9 (2.96%) TCP/IP
3 6 (1.97%) LAN
3 6 (1.97%) WAN
4 5 (1.64%) Network Security
4 5 (1.64%) VoIP
5 4 (1.32%) DNS
5 4 (1.32%) MPLS
6 3 (0.99%) BIG-IP
6 3 (0.99%) Cisco ASA
6 3 (0.99%) Extranet
6 3 (0.99%) F5 BIG-IP LTM
6 3 (0.99%) H.323
6 3 (0.99%) Internet
6 3 (0.99%) MGCP
6 3 (0.99%) Sourcefire
6 3 (0.99%) Unified Communications
6 3 (0.99%) VPN
6 3 (0.99%) Wi-Fi
6 3 (0.99%) Wireless
Database & Business Intelligence
1 74 (24.34%) SQL Server
2 20 (6.58%) Data Warehouse
3 19 (6.25%) NoSQL
3 19 (6.25%) Power BI
4 18 (5.92%) Relational Database
5 16 (5.26%) Big Data
6 15 (4.93%) Data Lake
7 12 (3.95%) SQL Server Reporting Services
8 9 (2.96%) Hadoop
8 9 (2.96%) Tableau
9 8 (2.63%) Data Mart
10 7 (2.30%) PowerPivot
10 7 (2.30%) SQL Server Integration Services
11 6 (1.97%) Data Mining
12 5 (1.64%) Amazon RDS
12 5 (1.64%) Amazon Redshift
12 5 (1.64%) MongoDB
12 5 (1.64%) RDBMS
13 4 (1.32%) Looker
13 4 (1.32%) Text Mining
Development Applications
1 43 (14.14%) Team Foundation Server
1 43 (14.14%) Visual Studio Team System
2 17 (5.59%) JIRA
3 10 (3.29%) Git (software)
3 10 (3.29%) Visual Studio
4 7 (2.30%) Jenkins
5 5 (1.64%) eggPlant
5 5 (1.64%) JMeter
5 5 (1.64%) LoadRunner
6 4 (1.32%) Selenium
7 2 (0.66%) CircleCI
7 2 (0.66%) GCC
7 2 (0.66%) JUnit
7 2 (0.66%) Postman
7 2 (0.66%) SpecFlow
7 2 (0.66%) Subversion
7 2 (0.66%) WebDriver
8 1 (0.33%) Axure RP
8 1 (0.33%) Bitbucket
8 1 (0.33%) Cucumber
General
1 109 (35.86%) Finance
2 36 (11.84%) Banking
3 15 (4.93%) Marketing
4 12 (3.95%) Law
5 11 (3.62%) Back Office
6 5 (1.64%) Financial Institution
6 5 (1.64%) French Language
7 4 (1.32%) Front Office
7 4 (1.32%) Investment Banking
7 4 (1.32%) Telecoms
8 3 (0.99%) Advertising
9 2 (0.66%) German Language
9 2 (0.66%) Legal
9 2 (0.66%) Public Sector
9 2 (0.66%) Spanish Language
10 1 (0.33%) Hungarian Language
10 1 (0.33%) Italian Language
10 1 (0.33%) Japanese Language
10 1 (0.33%) Local Government
10 1 (0.33%) Swedish Language
Job Titles
1 72 (23.68%) Developer
2 62 (20.39%) Analyst
3 46 (15.13%) C# Developer
4 44 (14.47%) Senior Developer
5 43 (14.14%) Azure Developer
6 39 (12.83%) SQL Developer
7 38 (12.50%) .NET Developer
7 38 (12.50%) ASP.NET MVC Developer
7 38 (12.50%) C# .NET Developer
7 38 (12.50%) Senior C# Developer
7 38 (12.50%) Senior SQL Developer
8 37 (12.17%) Senior .NET Developer
8 37 (12.17%) Senior C# .NET Developer
9 17 (5.59%) Business Analyst
10 15 (4.93%) IT Manager
11 14 (4.61%) Architect
12 13 (4.28%) Data Engineer
12 13 (4.28%) Data Scientist
13 11 (3.62%) Project Manager
14 10 (3.29%) Data Analyst
Libraries, Frameworks & Software Standards
1 51 (16.78%) React
2 50 (16.45%) .NET
3 49 (16.12%) CSS
4 46 (15.13%) .NET Core
4 46 (15.13%) jQuery
5 45 (14.80%) Web Services
6 44 (14.47%) .NET Framework
6 44 (14.47%) Entity Framework
7 43 (14.14%) ASP.NET Web API
7 43 (14.14%) Twitter Bootstrap
8 11 (3.62%) Spring
9 8 (2.63%) AngularJS
9 8 (2.63%) HTML
10 7 (2.30%) J2SE
10 7 (2.30%) Redux
10 7 (2.30%) Spring Boot
11 5 (1.64%) Node.js
12 4 (1.32%) FIX Protocol
12 4 (1.32%) Middleware
12 4 (1.32%) XML
Miscellaneous
1 48 (15.79%) Reinsurance
2 42 (13.82%) N-Tier
3 23 (7.57%) Management Information System
4 19 (6.25%) Algorithms
5 16 (5.26%) User Experience
6 14 (4.61%) Data Structures
7 11 (3.62%) Analytical Mindset
7 11 (3.62%) Foreign Exchange (FX)
8 10 (3.29%) Self-Motivation
9 8 (2.63%) Data Centre
10 7 (2.30%) Derivative
10 7 (2.30%) Equities
11 5 (1.64%) Fixed Income
11 5 (1.64%) PMI
11 5 (1.64%) Robotics
12 4 (1.32%) Mobile App
13 3 (0.99%) Cyberthreat
13 3 (0.99%) Greenfield Project
13 3 (0.99%) Hedge funds
14 2 (0.66%) Reference Data
Operating Systems
1 23 (7.57%) Linux
2 14 (4.61%) Windows
3 7 (2.30%) Unix
4 6 (1.97%) Red Hat Enterprise Linux
5 3 (0.99%) Windows Server
6 1 (0.33%) Android
6 1 (0.33%) Robot Operating System
6 1 (0.33%) Windows 10
6 1 (0.33%) Windows 7
Processes & Methodologies
1 109 (35.86%) Problem-Solving
2 104 (34.21%) Agile Software Development
3 69 (22.70%) Analytics
4 66 (21.71%) DevOps
5 58 (19.08%) CRM
6 53 (17.43%) Test Automation
7 51 (16.78%) Migration
8 50 (16.45%) OO
9 48 (15.79%) Microservices
10 45 (14.80%) SOA
11 44 (14.47%) Continuous Integration
11 44 (14.47%) MVC
12 43 (14.14%) Deployment Automation
12 43 (14.14%) UML
13 42 (13.82%) Don't repeat yourself (DRY)
13 42 (13.82%) Mentoring
13 42 (13.82%) SOLID
14 40 (13.16%) Computer Science
15 35 (11.51%) Business Intelligence
16 34 (11.18%) Data Science
Programming Languages
1 120 (39.47%) SQL
2 67 (22.04%) C#
3 65 (21.38%) Python
4 52 (17.11%) JavaScript
5 50 (16.45%) T-SQL
6 46 (15.13%) PowerShell
7 41 (13.49%) Java
8 19 (6.25%) R
9 9 (2.96%) C++
9 9 (2.96%) Scala
10 8 (2.63%) Data Analysis Expressions (DAX)
10 8 (2.63%) Shell Script
11 7 (2.30%) TypeScript
12 6 (1.97%) Bash Shell
13 5 (1.64%) VB
14 4 (1.32%) Kotlin
14 4 (1.32%) Perl
14 4 (1.32%) PHP
14 4 (1.32%) VBA
15 3 (0.99%) Java 8
Qualifications
1 100 (32.89%) Degree
2 23 (7.57%) Computer Science Degree
3 9 (2.96%) PhD
4 7 (2.30%) Master's Degree
5 5 (1.64%) Cisco Certification
5 5 (1.64%) PMI Certification
6 3 (0.99%) CCIE
6 3 (0.99%) CCNP
6 3 (0.99%) ISEB
6 3 (0.99%) ITIL Foundation Certificate
6 3 (0.99%) SC Cleared
6 3 (0.99%) Security Cleared
7 2 (0.66%) (ISC)2 CCSP
7 2 (0.66%) CEH
7 2 (0.66%) CHFI
7 2 (0.66%) CISSP
7 2 (0.66%) MBA
7 2 (0.66%) Numerate Degree
8 1 (0.33%) ICAEW
8 1 (0.33%) Microsoft Certification
Quality Assurance & Compliance
1 16 (5.26%) QA
2 14 (4.61%) PMO
3 7 (2.30%) SLA
4 4 (1.32%) Data Quality
4 4 (1.32%) Solvency II
5 3 (0.99%) GDPR
6 2 (0.66%) ISO/IEC 27001
7 1 (0.33%) EMIR
7 1 (0.33%) ISO 31000
7 1 (0.33%) MiFID
7 1 (0.33%) NIST
System Software
1 9 (2.96%) Docker
2 7 (2.30%) Active Directory
3 3 (0.99%) Virtual Desktop
3 3 (0.99%) VMware ESXi
3 3 (0.99%) VMware Infrastructure
4 2 (0.66%) Virtual Machines
4 2 (0.66%) Virtual Servers
4 2 (0.66%) VMware NSX
5 1 (0.33%) Firmware
5 1 (0.33%) VMware Server
Systems Management
1 46 (15.13%) Terraform
2 43 (14.14%) Opscode Chef
3 7 (2.30%) Ansible
4 4 (1.32%) ITRS Geneos
5 3 (0.99%) Cisco CUCM
5 3 (0.99%) Cisco Prime
5 3 (0.99%) Kubernetes
5 3 (0.99%) vCenter Server
6 1 (0.33%) Control-M
6 1 (0.33%) Data Guard
6 1 (0.33%) Microsoft Intune
6 1 (0.33%) Nagios
6 1 (0.33%) Puppet
6 1 (0.33%) SCCM
6 1 (0.33%) SCOM
6 1 (0.33%) WSUS
Vendors
1 45 (14.80%) Microsoft
2 44 (14.47%) Nintex
3 9 (2.96%) Databricks
4 7 (2.30%) Cisco
5 6 (1.97%) Google
5 6 (1.97%) Oracle
6 5 (1.64%) GoldenSource
6 5 (1.64%) Solace
6 5 (1.64%) VMware
7 4 (1.32%) Red Hat
8 3 (0.99%) ExtraHop
8 3 (0.99%) F5
8 3 (0.99%) Palo Alto
8 3 (0.99%) Radianz
8 3 (0.99%) Salesforce.com
8 3 (0.99%) SolarWinds
8 3 (0.99%) Splunk
8 3 (0.99%) Talend
9 2 (0.66%) Atlassian
9 2 (0.66%) Facebook