Period
to 17 October 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 17 October 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 34 42 27
Rank change year-on-year +8 -15 -1
Permanent jobs citing Analytical Skills 397 220 838
As % of all permanent jobs advertised in the City of London 6.74% 6.15% 8.34%
As % of the General category 11.37% 9.89% 13.82%
Number of salaries quoted 331 190 721
10th Percentile £42,500 £42,450 £31,250
25th Percentile £51,500 £47,750 £44,400
Median annual salary (50th Percentile) £67,500 £64,250 £65,000
Median % change year-on-year +5.06% -1.15% +8.33%
75th Percentile £82,500 £82,500 £81,250
90th Percentile £96,250 £93,750 £97,500
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

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 3,493 2,224 6,062
As % of all permanent IT jobs advertised in the City of London 59.28% 62.18% 60.37%
Number of salaries quoted 3,064 1,952 5,249
10th Percentile £42,500 £41,550 £36,250
25th Percentile £53,750 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £87,500 £82,500
90th Percentile £106,050 £105,000 £97,500
Central London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% +4.00%

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 17 October 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 17 October 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 1 £77,500 -11.43%
Analytical Skills
Central London

For the 6 months to 17 October 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.

1 151 (38.04%) SQL
2 134 (33.75%) Social Skills
3 132 (33.25%) Problem-Solving
3 132 (33.25%) Finance
4 111 (27.96%) Analytics
5 110 (27.71%) Agile Software Development
6 88 (22.17%) Python
7 86 (21.66%) Microsoft
8 84 (21.16%) Business Intelligence
9 67 (16.88%) Azure
10 61 (15.37%) Power Platform
11 60 (15.11%) Degree
12 57 (14.36%) Power BI
13 50 (12.59%) Visualisation
13 50 (12.59%) Project Management
13 50 (12.59%) Data Warehouse
14 47 (11.84%) Business Analysis
15 45 (11.34%) Stakeholder Management
16 44 (11.08%) Data Analysis
17 43 (10.83%) DevOps
18 41 (10.33%) Data Modelling
19 40 (10.08%) Tableau
19 40 (10.08%) Insurtech
19 40 (10.08%) Data Science
20 39 (9.82%) Microsoft Excel
21 38 (9.57%) Windows
22 36 (9.07%) Java
23 35 (8.82%) ETL
24 33 (8.31%) AWS
24 33 (8.31%) Decision-Making

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 15 (3.78%) SharePoint
2 9 (2.27%) Apache Spark
3 8 (2.02%) SAS
4 7 (1.76%) Apache
5 6 (1.51%) Skype for Business
6 4 (1.01%) Confluence
7 2 (0.50%) Appian
7 2 (0.50%) CMS
8 1 (0.25%) Apache Pig
8 1 (0.25%) OpenStack
8 1 (0.25%) Umbraco
Applications
1 39 (9.82%) Microsoft Excel
2 22 (5.54%) Microsoft Office
3 17 (4.28%) Microsoft PowerPoint
4 15 (3.78%) MS Visio
5 6 (1.51%) OmniGraffle
6 3 (0.76%) SPSS
7 1 (0.25%) Figma
7 1 (0.25%) Microsoft Project
7 1 (0.25%) Spreadsheet
Business Applications
1 3 (0.76%) Workday HCM
2 2 (0.50%) SAP BPC
2 2 (0.50%) SAP ERP
3 1 (0.25%) Dynamics AX
3 1 (0.25%) Dynamics CRM
3 1 (0.25%) IBM Planning Analytics
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%) Remedy ITSM
3 1 (0.25%) SAP GRC
3 1 (0.25%) SAP Oil and Gas
3 1 (0.25%) SimCorp Dimension
Cloud Services
1 67 (16.88%) Azure
2 61 (15.37%) Power Platform
3 33 (8.31%) AWS
4 30 (7.56%) Microsoft 365
5 15 (3.78%) PaaS
6 14 (3.53%) GCP
7 13 (3.27%) IaaS
8 8 (2.02%) Azure Active Directory
8 8 (2.02%) Snowflake
9 7 (1.76%) Amazon EC2
10 6 (1.51%) Azure Data Factory
11 5 (1.26%) Amazon S3
11 5 (1.26%) AWS Step Functions
11 5 (1.26%) Google Analytics
11 5 (1.26%) Matillion
11 5 (1.26%) SaaS
11 5 (1.26%) Serverless
12 4 (1.01%) Workato
13 3 (0.76%) Azure Key Vault
13 3 (0.76%) Google Data Studio
Communications & Networking
1 15 (3.78%) Intranet
2 12 (3.02%) DNS
3 10 (2.52%) TCP/IP
4 9 (2.27%) DHCP
4 9 (2.27%) Firewall
5 7 (1.76%) Network Security
6 4 (1.01%) Internet
6 4 (1.01%) Unified Communications
6 4 (1.01%) VLAN
7 3 (0.76%) VPN
7 3 (0.76%) WAN
7 3 (0.76%) WebEx
8 2 (0.50%) Ethernet
8 2 (0.50%) LAN
8 2 (0.50%) Skype
9 1 (0.25%) HSRP
9 1 (0.25%) NetScaler
9 1 (0.25%) SD-WAN
9 1 (0.25%) Software-Defined Networking
9 1 (0.25%) VoIP
Database & Business Intelligence
1 57 (14.36%) Power BI
2 50 (12.59%) Data Warehouse
3 40 (10.08%) Tableau
4 21 (5.29%) Relational Database
5 19 (4.79%) SQL Server
6 16 (4.03%) Big Data
7 15 (3.78%) Data Lake
7 15 (3.78%) NoSQL
8 14 (3.53%) Amazon Redshift
8 14 (3.53%) SQL Server Reporting Services
9 13 (3.27%) BusinessObjects
10 12 (3.02%) SQL Server Integration Services
11 8 (2.02%) Data Mining
11 8 (2.02%) Hadoop
11 8 (2.02%) SAP HANA
12 7 (1.76%) Amazon RDS
12 7 (1.76%) Azure SQL Database
12 7 (1.76%) Power Query
12 7 (1.76%) SAP BW
12 7 (1.76%) Yellowfin
Development Applications
1 27 (6.80%) JIRA
2 13 (3.27%) Jenkins
3 10 (2.52%) Git (software)
4 7 (1.76%) Visual Studio
5 5 (1.26%) Maven
6 4 (1.01%) JMeter
7 3 (0.76%) JUnit
7 3 (0.76%) LoadRunner
7 3 (0.76%) NeoLoad
7 3 (0.76%) Team Foundation Server
7 3 (0.76%) TeamCity
8 2 (0.50%) NUnit
8 2 (0.50%) SoapUI
9 1 (0.25%) Atlassian Bamboo
9 1 (0.25%) Cypress.io
9 1 (0.25%) ReSharper
9 1 (0.25%) Selenium
9 1 (0.25%) Subversion
9 1 (0.25%) Visual Studio Team System
9 1 (0.25%) WebDriver
General
1 134 (33.75%) Social Skills
2 132 (33.25%) Finance
3 32 (8.06%) Marketing
4 29 (7.30%) Advertising
5 27 (6.80%) Front Office
6 22 (5.54%) Banking
7 21 (5.29%) Presentation Skills
8 20 (5.04%) Legal
9 14 (3.53%) Organisational Skills
10 13 (3.27%) Law
11 12 (3.02%) Telecoms
12 10 (2.52%) Back Office
13 8 (2.02%) Retail
14 6 (1.51%) Financial Institution
14 6 (1.51%) French Language
14 6 (1.51%) Influencing Skills
15 4 (1.01%) Billing
15 4 (1.01%) Documentation Skills
15 4 (1.01%) German Language
15 4 (1.01%) Military
Job Titles
1 121 (30.48%) Analyst
2 65 (16.37%) Developer
3 28 (7.05%) Business Analyst
4 27 (6.80%) Data Analyst
4 27 (6.80%) Product Owner
5 19 (4.79%) Architect
6 18 (4.53%) Business Intelligence Developer
7 17 (4.28%) Digital Product Owner
8 15 (3.78%) Support Analyst
9 14 (3.53%) Consultant
9 14 (3.53%) Data Engineer
10 13 (3.27%) Configuration Analyst
10 13 (3.27%) Senior Analyst
11 12 (3.02%) Azure Engineer
11 12 (3.02%) Java Developer
11 12 (3.02%) Java Engineer
12 11 (2.77%) Applications Support
13 10 (2.52%) Applications Support Analyst
13 10 (2.52%) Infrastructure Engineer
13 10 (2.52%) Operations Engineer
Libraries, Frameworks & Software Standards
1 26 (6.55%) React
2 22 (5.54%) .NET
3 17 (4.28%) .NET Core
4 16 (4.03%) XML
5 13 (3.27%) HTML
6 10 (2.52%) FIX Protocol
7 9 (2.27%) CSS
7 9 (2.27%) JSON
7 9 (2.27%) MDX
8 8 (2.02%) PySpark
9 6 (1.51%) Web Services
10 5 (1.26%) Spring
11 4 (1.01%) Entity Framework
11 4 (1.01%) Hibernate
11 4 (1.01%) Middleware
11 4 (1.01%) Spring Boot
11 4 (1.01%) Vue.js
12 3 (0.76%) AngularJS
12 3 (0.76%) Kafka
12 3 (0.76%) Node.js
Miscellaneous
1 21 (5.29%) Management Information System
2 19 (4.79%) Analytical Mindset
2 19 (4.79%) Data Structures
3 16 (4.03%) Hedge funds
3 16 (4.03%) User Experience
4 11 (2.77%) Equities
5 10 (2.52%) Algorithms
5 10 (2.52%) Foreign Exchange (FX)
5 10 (2.52%) Public Cloud
6 9 (2.27%) Self-Motivation
7 6 (1.51%) Video Conferencing
8 5 (1.26%) Credit Risk
8 5 (1.26%) Derivative
8 5 (1.26%) Enterprise Software
8 5 (1.26%) Mobile Computing
8 5 (1.26%) Robotics
9 3 (0.76%) Cloud Native
9 3 (0.76%) Fixed Income
9 3 (0.76%) Hybrid Cloud
9 3 (0.76%) Reinsurance
Operating Systems
1 38 (9.57%) Windows
2 15 (3.78%) Windows Server
3 10 (2.52%) Data ONTAP
4 9 (2.27%) Linux
5 5 (1.26%) Apple iOS
6 4 (1.01%) Android
6 4 (1.01%) Unix
7 3 (0.76%) Windows 10
8 2 (0.50%) Red Hat Enterprise Linux
8 2 (0.50%) Windows 7
9 1 (0.25%) Mac OS X
9 1 (0.25%) Windows Server 2012
9 1 (0.25%) Windows Server 2019
Processes & Methodologies
1 132 (33.25%) Problem-Solving
2 111 (27.96%) Analytics
3 110 (27.71%) Agile Software Development
4 84 (21.16%) Business Intelligence
5 50 (12.59%) Project Management
5 50 (12.59%) Visualisation
6 47 (11.84%) Business Analysis
7 45 (11.34%) Stakeholder Management
8 44 (11.08%) Data Analysis
9 43 (10.83%) DevOps
10 41 (10.33%) Data Modelling
11 40 (10.08%) Data Science
11 40 (10.08%) Insurtech
12 35 (8.82%) ETL
13 33 (8.31%) Decision-Making
14 31 (7.81%) Change Management
15 30 (7.56%) Computer Science
16 28 (7.05%) Continuous Improvement
16 28 (7.05%) SDLC
17 26 (6.55%) Machine Learning
Programming Languages
1 151 (38.04%) SQL
2 88 (22.17%) Python
3 36 (9.07%) Java
4 26 (6.55%) PowerShell
5 22 (5.54%) JavaScript
6 20 (5.04%) R
7 16 (4.03%) T-SQL
8 13 (3.27%) C#
9 12 (3.02%) C++
10 10 (2.52%) C
11 9 (2.27%) Data Analysis Expressions (DAX)
12 8 (2.02%) PL/SQL
13 6 (1.51%) ANSI SQL
14 5 (1.26%) Go
14 5 (1.26%) VBA
15 4 (1.01%) Kotlin
15 4 (1.01%) PHP
15 4 (1.01%) Scala
15 4 (1.01%) Shell Script
16 3 (0.76%) ABAP
Qualifications
1 60 (15.11%) Degree
2 11 (2.77%) Computer Science Degree
2 11 (2.77%) Master's Degree
3 7 (1.76%) Numerate Degree
4 6 (1.51%) ISTQB
5 4 (1.01%) CBAP
5 4 (1.01%) DV Cleared
5 4 (1.01%) HNC
5 4 (1.01%) PhD
5 4 (1.01%) Security Cleared
6 2 (0.50%) AWS Certification
6 2 (0.50%) CCNP
6 2 (0.50%) Cisco Certification
6 2 (0.50%) CISM
6 2 (0.50%) CISSP
6 2 (0.50%) ITIL Foundation Certificate
7 1 (0.25%) CESG Certified Professional
7 1 (0.25%) CISA
7 1 (0.25%) CRISC
7 1 (0.25%) CSPO
Quality Assurance & Compliance
1 29 (7.30%) QA
2 16 (4.03%) Data Quality
3 15 (3.78%) SLA
4 10 (2.52%) GDPR
5 9 (2.27%) PMO
6 7 (1.76%) Solvency II
7 5 (1.26%) MiFID
8 4 (1.01%) COBIT
9 3 (0.76%) AIFMD
10 2 (0.50%) GRC
10 2 (0.50%) ISO/IEC 27001
10 2 (0.50%) PCI DSS
11 1 (0.25%) Actionable Recommendations
11 1 (0.25%) JSP 440
11 1 (0.25%) NIST
System Software
1 23 (5.79%) Active Directory
2 12 (3.02%) VMware Infrastructure
3 8 (2.02%) XenApp
4 6 (1.51%) Hyper-V
5 5 (1.26%) Docker
6 4 (1.01%) Forefront TMG
7 2 (0.50%) Apache ZooKeeper
8 1 (0.25%) Firmware
Systems Management
1 15 (3.78%) Terraform
2 12 (3.02%) Kubernetes
3 9 (2.27%) Ansible
4 5 (1.26%) SCCM
5 4 (1.01%) Cisco CUCM
5 4 (1.01%) Forefront Identity Manager
5 4 (1.01%) MOM
5 4 (1.01%) SCOM
6 2 (0.50%) Microsoft Clustering
7 1 (0.25%) Control-M
7 1 (0.25%) Opscode Chef
7 1 (0.25%) QRadar
7 1 (0.25%) Single Sign-On
7 1 (0.25%) Sysprep
Vendors
1 86 (21.66%) Microsoft
2 21 (5.29%) SAP
3 15 (3.78%) Talend
4 13 (3.27%) ServiceNow
5 12 (3.02%) VMware
6 11 (2.77%) Google
7 10 (2.52%) Citrix
7 10 (2.52%) LogicMonitor
7 10 (2.52%) NetApp
8 8 (2.02%) Charles River
8 8 (2.02%) Salesforce.com
9 7 (1.76%) Bloomberg
9 7 (1.76%) Cisco
9 7 (1.76%) Databricks
9 7 (1.76%) Fidessa
9 7 (1.76%) Nintex
9 7 (1.76%) Portware
9 7 (1.76%) SnapLogic
9 7 (1.76%) Tradeweb
10 6 (1.51%) Alteryx