Period
to 24 July 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 24 July 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 32 33 25
Rank change year-on-year +1 -8 0
Permanent jobs citing Analytical Skills 405 369 859
As % of all permanent jobs advertised in the City of London 7.20% 6.73% 8.34%
As % of the General category 12.16% 11.05% 13.21%
Number of salaries quoted 334 322 742
10th Percentile £41,250 £36,250 £31,250
25th Percentile £51,250 £47,500 £42,500
Median annual salary (50th Percentile) £67,500 £67,500 £62,500
Median % change year-on-year - +8.00% +4.17%
75th Percentile £83,000 £85,000 £82,500
90th Percentile £95,000 £110,000 £102,500
Central London median annual salary £65,000 £67,500 £60,000
% 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 3,330 3,340 6,501
As % of all permanent IT jobs advertised in the City of London 59.19% 60.96% 63.09%
Number of salaries quoted 2,906 2,934 5,728
10th Percentile £42,500 £40,750 £35,425
25th Percentile £52,500 £52,500 £48,750
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £91,250 £86,250 £82,500
90th Percentile £108,750 £105,000 £95,225
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +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 24 July 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 24 July 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 - 1 £77,500 -
Analytical Skills
Central London

For the 6 months to 24 July 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.

1 157 (38.77%) Social Skills
2 150 (37.04%) SQL
3 148 (36.54%) Problem-Solving
4 131 (32.35%) Finance
5 107 (26.42%) Analytics
6 104 (25.68%) Agile Software Development
7 93 (22.96%) Degree
8 82 (20.25%) Microsoft
9 80 (19.75%) Python
10 79 (19.51%) Business Intelligence
11 77 (19.01%) Azure
12 66 (16.30%) DevOps
13 63 (15.56%) Stakeholder Management
14 51 (12.59%) Microsoft Excel
15 50 (12.35%) Power Platform
16 48 (11.85%) Power BI
16 48 (11.85%) SQL Server
17 47 (11.60%) PowerShell
18 44 (10.86%) Computer Science
18 44 (10.86%) Project Management
19 43 (10.62%) Data Analysis
20 42 (10.37%) PaaS
20 42 (10.37%) .NET
20 42 (10.37%) Windows
20 42 (10.37%) Terraform
21 41 (10.12%) Tableau
21 41 (10.12%) Data Warehouse
22 40 (9.88%) Test Automation
23 39 (9.63%) OO
23 39 (9.63%) JavaScript

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 38 (9.38%) SharePoint
2 14 (3.46%) Apache Spark
3 10 (2.47%) Apache
4 8 (1.98%) SAS
5 6 (1.48%) Skype for Business
6 5 (1.23%) CMS
7 2 (0.49%) Appian
7 2 (0.49%) Confluence
7 2 (0.49%) IIS
8 1 (0.25%) ejabberd
8 1 (0.25%) MS Exchange
8 1 (0.25%) nginx
8 1 (0.25%) OpenStack
8 1 (0.25%) Oracle SOA Suite
8 1 (0.25%) Tomcat
Applications
1 51 (12.59%) Microsoft Excel
2 22 (5.43%) Microsoft Office
3 21 (5.19%) Microsoft PowerPoint
4 7 (1.73%) MS Visio
5 3 (0.74%) SPSS
6 2 (0.49%) Spreadsheet
Business Applications
1 28 (6.91%) Dynamics CRM
2 7 (1.73%) SAP ERP
3 1 (0.25%) Dynamics AX
3 1 (0.25%) Oracle BPM
3 1 (0.25%) Oracle ERP
3 1 (0.25%) Oracle Financials
3 1 (0.25%) Oracle Procure-to-Pay
3 1 (0.25%) Relativity
3 1 (0.25%) SAP BPC
3 1 (0.25%) SAP GRC
3 1 (0.25%) SAP Oil and Gas
Cloud Services
1 77 (19.01%) Azure
2 50 (12.35%) Power Platform
3 42 (10.37%) PaaS
4 34 (8.40%) Azure Active Directory
5 31 (7.65%) Azure Key Vault
6 28 (6.91%) Azure App Service
6 28 (6.91%) Azure Service Bus
6 28 (6.91%) Azure Service Fabric
6 28 (6.91%) Azure Storage
7 26 (6.42%) AWS
8 21 (5.19%) Microsoft 365
9 15 (3.70%) IaaS
10 9 (2.22%) Amazon EC2
10 9 (2.22%) Azure Data Factory
11 5 (1.23%) Collibra
11 5 (1.23%) Google Analytics
11 5 (1.23%) Matillion
11 5 (1.23%) SaaS
11 5 (1.23%) Snowflake
12 4 (0.99%) Workato
Communications & Networking
1 13 (3.21%) TCP/IP
2 12 (2.96%) DNS
3 10 (2.47%) Network Security
4 9 (2.22%) Firewall
5 8 (1.98%) Unified Communications
6 7 (1.73%) Intranet
7 6 (1.48%) DHCP
8 5 (1.23%) VLAN
9 4 (0.99%) SSH
9 4 (0.99%) WAN
10 3 (0.74%) Internet
10 3 (0.74%) LAN
11 2 (0.49%) Skype
11 2 (0.49%) WebEx
12 1 (0.25%) BGP
12 1 (0.25%) Diameter Protocol
12 1 (0.25%) NetScaler
12 1 (0.25%) PBX
12 1 (0.25%) SAN
12 1 (0.25%) SD-WAN
Database & Business Intelligence
1 48 (11.85%) Power BI
1 48 (11.85%) SQL Server
2 41 (10.12%) Data Warehouse
2 41 (10.12%) Tableau
3 22 (5.43%) Relational Database
4 18 (4.44%) Data Lake
5 14 (3.46%) Big Data
5 14 (3.46%) SQL Server Integration Services
5 14 (3.46%) SQL Server Reporting Services
6 12 (2.96%) Amazon Redshift
7 11 (2.72%) Hadoop
7 11 (2.72%) NoSQL
8 10 (2.47%) Amazon RDS
9 8 (1.98%) BusinessObjects
10 7 (1.73%) RDBMS
10 7 (1.73%) Yellowfin
11 6 (1.48%) Data Mart
11 6 (1.48%) Data Mining
11 6 (1.48%) Metadata
12 5 (1.23%) SAP HANA
Development Applications
1 29 (7.16%) Visual Studio Team System
2 28 (6.91%) Team Foundation Server
3 23 (5.68%) JIRA
4 11 (2.72%) Jenkins
5 8 (1.98%) Git (software)
6 7 (1.73%) Visual Studio
7 6 (1.48%) JMeter
7 6 (1.48%) LoadRunner
8 3 (0.74%) eggPlant
8 3 (0.74%) JUnit
8 3 (0.74%) NeoLoad
8 3 (0.74%) Selenium
9 2 (0.49%) Postman
9 2 (0.49%) SpecFlow
10 1 (0.25%) Chocolatey
10 1 (0.25%) GitLab
10 1 (0.25%) Jasmine
10 1 (0.25%) JSUnit
10 1 (0.25%) Karma Test Runner
10 1 (0.25%) SQL Server Management Studio (SSMS)
General
1 157 (38.77%) Social Skills
2 131 (32.35%) Finance
3 31 (7.65%) Marketing
4 30 (7.41%) Banking
5 25 (6.17%) Organisational Skills
6 18 (4.44%) Law
7 16 (3.95%) Back Office
8 15 (3.70%) Legal
9 14 (3.46%) Presentation Skills
10 13 (3.21%) Advertising
11 10 (2.47%) Telecoms
12 8 (1.98%) French Language
12 8 (1.98%) Front Office
13 7 (1.73%) Financial Institution
14 6 (1.48%) German Language
14 6 (1.48%) Retail
15 5 (1.23%) Inclusion and Diversity
16 4 (0.99%) Local Government
16 4 (0.99%) Military
17 3 (0.74%) Pharmaceutical
Job Titles
1 105 (25.93%) Analyst
2 68 (16.79%) Developer
3 31 (7.65%) C# Developer
3 31 (7.65%) Product Owner
4 29 (7.16%) Azure Developer
4 29 (7.16%) Data Analyst
5 21 (5.19%) IT Manager
6 20 (4.94%) .NET Developer
7 19 (4.69%) Business Analyst
8 18 (4.44%) ASP.NET MVC Developer
8 18 (4.44%) C# .NET Developer
8 18 (4.44%) SQL Developer
9 17 (4.20%) Senior Developer
10 16 (3.95%) Project Manager
10 16 (3.95%) Senior .NET Developer
10 16 (3.95%) Senior C# .NET Developer
10 16 (3.95%) Senior C# Developer
10 16 (3.95%) Senior SQL Developer
11 14 (3.46%) Architect
11 14 (3.46%) Data Engineer
Libraries, Frameworks & Software Standards
1 42 (10.37%) .NET
2 36 (8.89%) React
3 34 (8.40%) .NET Core
3 34 (8.40%) CSS
4 30 (7.41%) jQuery
5 29 (7.16%) ASP.NET Web API
5 29 (7.16%) Twitter Bootstrap
5 29 (7.16%) Web Services
6 28 (6.91%) .NET Framework
6 28 (6.91%) Entity Framework
7 8 (1.98%) HTML
8 7 (1.73%) XML
9 6 (1.48%) FIX Protocol
9 6 (1.48%) MDX
9 6 (1.48%) Middleware
10 4 (0.99%) J2SE
10 4 (0.99%) PySpark
11 3 (0.74%) AngularJS
11 3 (0.74%) JSON
11 3 (0.74%) RESTful
Miscellaneous
1 32 (7.90%) Management Information System
2 28 (6.91%) N-Tier
3 25 (6.17%) Reinsurance
4 24 (5.93%) Analytical Mindset
5 19 (4.69%) Data Structures
6 14 (3.46%) Foreign Exchange (FX)
7 11 (2.72%) Public Cloud
8 10 (2.47%) Algorithms
8 10 (2.47%) Hedge funds
9 9 (2.22%) Derivative
9 9 (2.22%) Self-Motivation
10 8 (1.98%) Equities
10 8 (1.98%) Robotics
10 8 (1.98%) User Experience
11 7 (1.73%) Video Conferencing
12 6 (1.48%) Credit Risk
12 6 (1.48%) Mobile Computing
13 4 (0.99%) Data Centre
13 4 (0.99%) PMI
14 3 (0.74%) Wiki
Operating Systems
1 42 (10.37%) Windows
2 16 (3.95%) Windows Server
3 14 (3.46%) Linux
4 9 (2.22%) Data ONTAP
5 8 (1.98%) Unix
6 6 (1.48%) Red Hat Enterprise Linux
7 4 (0.99%) Windows 10
8 2 (0.49%) Apple iOS
8 2 (0.49%) Mac OS X
8 2 (0.49%) Windows 7
9 1 (0.25%) Android
9 1 (0.25%) Debian
9 1 (0.25%) Windows Server 2012
9 1 (0.25%) Windows Server 2019
Processes & Methodologies
1 148 (36.54%) Problem-Solving
2 107 (26.42%) Analytics
3 104 (25.68%) Agile Software Development
4 79 (19.51%) Business Intelligence
5 66 (16.30%) DevOps
6 63 (15.56%) Stakeholder Management
7 44 (10.86%) Computer Science
7 44 (10.86%) Project Management
8 43 (10.62%) Data Analysis
9 40 (9.88%) Test Automation
10 39 (9.63%) Insurtech
10 39 (9.63%) OO
11 38 (9.38%) Data Modelling
11 38 (9.38%) Data Science
12 37 (9.14%) Change Management
12 37 (9.14%) CRM
13 36 (8.89%) Continuous Integration
14 32 (7.90%) ITIL
14 32 (7.90%) Visualisation
15 31 (7.65%) Business Analysis
Programming Languages
1 150 (37.04%) SQL
2 80 (19.75%) Python
3 47 (11.60%) PowerShell
4 39 (9.63%) JavaScript
5 37 (9.14%) C#
6 35 (8.64%) T-SQL
7 33 (8.15%) Java
8 15 (3.70%) R
9 10 (2.47%) Shell Script
10 9 (2.22%) C++
11 8 (1.98%) Data Analysis Expressions (DAX)
11 8 (1.98%) Scala
12 7 (1.73%) C
12 7 (1.73%) VBA
13 5 (1.23%) Perl
13 5 (1.23%) PHP
14 3 (0.74%) Bash Shell
15 2 (0.49%) ABAP
15 2 (0.49%) PL/SQL
15 2 (0.49%) VB.NET
Qualifications
1 93 (22.96%) Degree
2 28 (6.91%) Computer Science Degree
3 9 (2.22%) Master's Degree
4 7 (1.73%) PhD
5 6 (1.48%) ISTQB
5 6 (1.48%) ITIL Foundation Certificate
6 5 (1.23%) CISA
7 4 (0.99%) CISSP
7 4 (0.99%) DV Cleared
7 4 (0.99%) HNC
7 4 (0.99%) PMI Certification
7 4 (0.99%) Security Cleared
8 3 (0.74%) Numerate Degree
9 2 (0.49%) AWS Certification
9 2 (0.49%) CBAP
9 2 (0.49%) Cisco Certification
10 1 (0.25%) CCNP
10 1 (0.25%) ISEB
10 1 (0.25%) Oracle Certification
10 1 (0.25%) PRINCE2 Certification
Quality Assurance & Compliance
1 29 (7.16%) QA
2 21 (5.19%) SLA
3 15 (3.70%) Data Quality
4 13 (3.21%) PMO
5 8 (1.98%) MiFID
6 7 (1.73%) COBIT
6 7 (1.73%) GDPR
6 7 (1.73%) Solvency II
7 4 (0.99%) EMIR
8 3 (0.74%) AIFMD
9 2 (0.49%) GRC
9 2 (0.49%) Sarbanes-Oxley
10 1 (0.25%) Actionable Recommendations
10 1 (0.25%) ISO/IEC 27001
10 1 (0.25%) JSP 440
10 1 (0.25%) NIST
System Software
1 24 (5.93%) Active Directory
2 11 (2.72%) VMware Infrastructure
3 9 (2.22%) XenApp
4 8 (1.98%) Hyper-V
5 5 (1.23%) Docker
6 4 (0.99%) Forefront TMG
7 1 (0.25%) iptables
7 1 (0.25%) Kamailio
7 1 (0.25%) KVM
7 1 (0.25%) Postfix
7 1 (0.25%) QEMU
7 1 (0.25%) Xen
Systems Management
1 42 (10.37%) Terraform
2 30 (7.41%) Opscode Chef
3 11 (2.72%) Ansible
4 8 (1.98%) Kubernetes
5 7 (1.73%) Cisco CUCM
6 5 (1.23%) SCCM
7 4 (0.99%) Forefront Identity Manager
7 4 (0.99%) MOM
7 4 (0.99%) SCOM
8 3 (0.74%) Puppet
9 2 (0.49%) Single Sign-On
9 2 (0.49%) Sysprep
10 1 (0.25%) Galera Cluster
10 1 (0.25%) HAProxy
10 1 (0.25%) Microsoft Intune
10 1 (0.25%) QRadar
10 1 (0.25%) Salt
10 1 (0.25%) WSUS
10 1 (0.25%) ZABBIX
Vendors
1 82 (20.25%) Microsoft
2 28 (6.91%) Nintex
3 14 (3.46%) SAP
4 13 (3.21%) Talend
5 12 (2.96%) VMware
6 11 (2.72%) Cisco
6 11 (2.72%) Citrix
7 10 (2.47%) ServiceNow
8 9 (2.22%) LogicMonitor
8 9 (2.22%) NetApp
9 8 (1.98%) Google
10 7 (1.73%) Bloomberg
10 7 (1.73%) Databricks
10 7 (1.73%) Oracle
11 6 (1.48%) Charles River
11 6 (1.48%) Fidessa
11 6 (1.48%) Informatica
11 6 (1.48%) Portware
11 6 (1.48%) Red Hat
11 6 (1.48%) SnapLogic