Period
to 2 July 2020

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 2 July 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
2 Jul 2020
Same period 2019 Same period 2018
Rank 32 24 23
Rank change year-on-year -8 -1 +2
Permanent jobs citing Analytical Skills 410 873 1,006
As % of all permanent jobs advertised in the City of London 6.75% 8.42% 8.90%
As % of the Miscellaneous category 16.21% 20.25% 21.03%
Number of salaries quoted 376 768 896
Median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - -4.00%
10th Percentile £36,875 £30,925 £32,500
90th Percentile £108,750 £95,000 £95,000
Central London median annual salary £70,000 £60,000 £58,000
% change year-on-year +16.67% +3.45% -3.33%

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 2,529 4,311 4,783
As % of all permanent IT jobs advertised in the City of London 41.62% 41.58% 42.31%
Number of salaries quoted 2,204 3,756 4,252
Median annual salary £70,000 £67,500 £62,500
Median salary % change year-on-year +3.70% +8.00% +4.17%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £106,250 £100,000 £95,000
Central London median annual salary £70,000 £65,000 £61,500
% change year-on-year +7.69% +5.69% +2.50%

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 2 July 2020.

Salary histogram for Analytical Skills in the City of London

For the 6 months to 2 July 2020, 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.

1 170 (41.46%) Finance
1 170 (41.46%) Problem-Solving
2 133 (32.44%) SQL
3 112 (27.32%) Agile Software Development
4 100 (24.39%) Degree
5 90 (21.95%) Analytics
6 77 (18.78%) Python
7 70 (17.07%) Microsoft
8 67 (16.34%) Business Intelligence
9 64 (15.61%) Java
10 62 (15.12%) Azure
11 56 (13.66%) SQL Server Integration Services
11 56 (13.66%) Computer Science
12 51 (12.44%) Stakeholder Management
13 48 (11.71%) .NET
13 48 (11.71%) Banking
14 47 (11.46%) C#
14 47 (11.46%) Project Management
15 46 (11.22%) Data Warehouse
15 46 (11.22%) Mathematics
16 42 (10.24%) ITIL
16 42 (10.24%) JavaScript
17 41 (10.00%) HTML
17 41 (10.00%) SQL Server Analysis Services
17 41 (10.00%) SDLC
18 40 (9.76%) Power BI
18 40 (9.76%) Power Platform
18 40 (9.76%) Linux
19 39 (9.51%) SQL Server
19 39 (9.51%) Migration

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 14 (3.41%) Apache
2 10 (2.44%) CMS
3 8 (1.95%) JBoss
3 8 (1.95%) Tomcat
4 7 (1.71%) Apache Airflow
4 7 (1.71%) Confluence
4 7 (1.71%) MS Exchange
5 6 (1.46%) Sitecore CMS
5 6 (1.46%) Umbraco
6 5 (1.22%) Elasticsearch
6 5 (1.22%) SharePoint
7 4 (0.98%) Apache Spark
8 3 (0.73%) EPiServer
8 3 (0.73%) IIS
9 2 (0.49%) SAS
10 1 (0.24%) Exchange Server 2010
10 1 (0.24%) nginx
10 1 (0.24%) SharePoint 2013
10 1 (0.24%) WordPress
Applications
1 34 (8.29%) Microsoft Excel
2 27 (6.59%) Microsoft Office
3 14 (3.41%) Microsoft PowerPoint
4 4 (0.98%) Microsoft Project
4 4 (0.98%) Sketch
5 3 (0.73%) MS Visio
5 3 (0.73%) Photoshop
5 3 (0.73%) Stata
6 2 (0.49%) Adobe Creative Suite
6 2 (0.49%) EViews
6 2 (0.49%) InVision
6 2 (0.49%) SPSS
7 1 (0.24%) Adobe Illustrator
7 1 (0.24%) Chatbot
7 1 (0.24%) Spreadsheet
Business Applications
1 6 (1.46%) Dynamics CRM
2 4 (0.98%) SAP S/4HANA
3 3 (0.73%) Oracle General Ledger
3 3 (0.73%) Oracle Internet Expenses
3 3 (0.73%) Oracle iProcurement
3 3 (0.73%) Oracle Procure-to-Pay
4 2 (0.49%) SAP BPC
5 1 (0.24%) Distributed Ledger
5 1 (0.24%) Endur
5 1 (0.24%) Magento
5 1 (0.24%) NetSuite
5 1 (0.24%) Oracle EBS
5 1 (0.24%) Payment Gateway
5 1 (0.24%) ZaiNet
Cloud Services
1 62 (15.12%) Azure
2 40 (9.76%) Power Platform
3 32 (7.80%) AWS
4 18 (4.39%) Office 365
5 11 (2.68%) Cloud Computing
6 9 (2.20%) SaaS
7 7 (1.71%) GCP
8 6 (1.46%) Azure Active Directory
8 6 (1.46%) BrowserStack
8 6 (1.46%) Heroku
9 5 (1.22%) Google Analytics
9 5 (1.22%) npm
10 4 (0.98%) Serverless
11 3 (0.73%) Amazon Kinesis
12 1 (0.24%) Amazon ECS
12 1 (0.24%) AWS Elastic Beanstalk
12 1 (0.24%) Azure Stack
12 1 (0.24%) GitHub
12 1 (0.24%) IaaS
12 1 (0.24%) PowerApps
Communications & Networking
1 11 (2.68%) Intranet
2 9 (2.20%) Firewall
3 5 (1.22%) DHCP
3 5 (1.22%) DNS
3 5 (1.22%) Internet
3 5 (1.22%) Network Security
3 5 (1.22%) TCP/IP
4 3 (0.73%) MPLS
4 3 (0.73%) VPN
5 2 (0.49%) Ethernet
5 2 (0.49%) Intrusion Detection
5 2 (0.49%) Junos
5 2 (0.49%) SSH
5 2 (0.49%) SWIFTNet
5 2 (0.49%) VPLS
6 1 (0.24%) Unified Communications
6 1 (0.24%) VLAN
6 1 (0.24%) WAN
6 1 (0.24%) WebEx
Database & Business Intelligence
1 56 (13.66%) SQL Server Integration Services
2 46 (11.22%) Data Warehouse
3 41 (10.00%) SQL Server Analysis Services
4 40 (9.76%) Power BI
5 39 (9.51%) SQL Server
6 24 (5.85%) DB2
7 23 (5.61%) SQL Server Reporting Services
8 22 (5.37%) Snowflake Schema
9 21 (5.12%) NoSQL
10 18 (4.39%) Relational Database
11 12 (2.93%) Microsoft Analysis Services
11 12 (2.93%) OLAP
12 11 (2.68%) Big Data
13 10 (2.44%) PostgreSQL
14 8 (1.95%) Amazon Redshift
14 8 (1.95%) Apache Cassandra
14 8 (1.95%) Data Mining
14 8 (1.95%) OLTP
14 8 (1.95%) RDBMS
15 7 (1.71%) Redis
Development Applications
1 31 (7.56%) JIRA
2 13 (3.17%) Git (software)
3 9 (2.20%) gulp
3 9 (2.20%) Jenkins
4 6 (1.46%) Mocha
4 6 (1.46%) Visual Studio
5 5 (1.22%) Axure RP
5 5 (1.22%) Cypress.io
5 5 (1.22%) MSTest
5 5 (1.22%) NUnit
5 5 (1.22%) Team Foundation Server
6 4 (0.98%) ERwin
6 4 (0.98%) Flyway
6 4 (0.98%) Jasmine
6 4 (0.98%) Liquibase
6 4 (0.98%) PowerDesigner
6 4 (0.98%) Ranorex
6 4 (0.98%) Subversion
7 3 (0.73%) Grunt
7 3 (0.73%) Maven
General
1 170 (41.46%) Finance
2 48 (11.71%) Banking
3 36 (8.78%) Marketing
4 20 (4.88%) Front Office
5 19 (4.63%) Games
6 11 (2.68%) Investment Banking
7 10 (2.44%) Retail
8 9 (2.20%) Law
8 9 (2.20%) Legal
9 8 (1.95%) Telecoms
10 7 (1.71%) Advertising
11 4 (0.98%) Back Office
11 4 (0.98%) Financial Institution
11 4 (0.98%) Public Sector
12 3 (0.73%) Billing
12 3 (0.73%) French Language
12 3 (0.73%) General Ledger
12 3 (0.73%) Manufacturing
13 2 (0.49%) Aerospace
13 2 (0.49%) German Language
Job Titles
1 118 (28.78%) Analyst
2 103 (25.12%) Developer
3 33 (8.05%) Support Analyst
4 32 (7.80%) Business Analyst
4 32 (7.80%) SQL Analyst
5 26 (6.34%) Architect
6 25 (6.10%) SQL Support Analyst
7 19 (4.63%) Administrator
8 17 (4.15%) Data Analyst
8 17 (4.15%) Product Manager
8 17 (4.15%) Senior Developer
9 16 (3.90%) Business Intelligence Developer
9 16 (3.90%) Quantitative Developer
9 16 (3.90%) Report Developer
10 15 (3.66%) Java Developer
11 14 (3.41%) Consultant
11 14 (3.41%) IT Analyst
12 13 (3.17%) Applications Support
12 13 (3.17%) Business IT Analyst
12 13 (3.17%) Lead Developer
Libraries, Frameworks & Software Standards
1 48 (11.71%) .NET
2 41 (10.00%) HTML
3 37 (9.02%) CSS
4 29 (7.07%) XML
5 25 (6.10%) AngularJS
6 19 (4.63%) Redux
7 13 (3.17%) FIX Protocol
7 13 (3.17%) HTML5
8 12 (2.93%) React
8 12 (2.93%) Sass
9 10 (2.44%) jQuery
9 10 (2.44%) Kafka
9 10 (2.44%) Node.js
9 10 (2.44%) Spring
10 9 (2.20%) CSS3
10 9 (2.20%) Vue.js
11 8 (1.95%) MDX
11 8 (1.95%) Razor View Engine
11 8 (1.95%) RESTful
12 7 (1.71%) REST
Miscellaneous
1 33 (8.05%) User Experience
2 30 (7.32%) Reinsurance
3 25 (6.10%) Management Information System
4 23 (5.61%) AS400
4 23 (5.61%) iSeries
5 15 (3.66%) Analytical Mindset
6 13 (3.17%) Equities
6 13 (3.17%) Foreign Exchange (FX)
6 13 (3.17%) Self-Motivation
7 12 (2.93%) Greenfield Project
8 11 (2.68%) Data Structures
9 8 (1.95%) Algorithms
9 8 (1.95%) Enterprise Software
10 5 (1.22%) Derivative
10 5 (1.22%) Mobile App
10 5 (1.22%) SWIFT
11 4 (0.98%) Reference Data
11 4 (0.98%) Robotics
12 3 (0.73%) iPhone
12 3 (0.73%) Wiki
Operating Systems
1 40 (9.76%) Linux
2 36 (8.78%) Windows
3 12 (2.93%) Unix
4 11 (2.68%) Windows 10
5 10 (2.44%) Red Hat Enterprise Linux
6 9 (2.20%) Windows 7
7 6 (1.46%) Windows Server
8 5 (1.22%) Android
9 4 (0.98%) Mac OS
10 3 (0.73%) Apple iOS
10 3 (0.73%) Windows Phone
10 3 (0.73%) Windows Server 2012
10 3 (0.73%) Windows Server 2016
11 2 (0.49%) CentOS
11 2 (0.49%) Solaris
12 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 170 (41.46%) Problem-Solving
2 112 (27.32%) Agile Software Development
3 90 (21.95%) Analytics
4 67 (16.34%) Business Intelligence
5 56 (13.66%) Computer Science
6 51 (12.44%) Stakeholder Management
7 47 (11.46%) Project Management
8 46 (11.22%) Mathematics
9 42 (10.24%) ITIL
10 41 (10.00%) SDLC
11 39 (9.51%) Migration
12 38 (9.27%) Fintech
12 38 (9.27%) OO
13 36 (8.78%) Business Analysis
13 36 (8.78%) User Acceptance Testing
14 35 (8.54%) Data Modelling
14 35 (8.54%) Scrum
15 33 (8.05%) Time Management
16 30 (7.32%) Decision-Making
17 29 (7.07%) Disaster Recovery
Programming Languages
1 133 (32.44%) SQL
2 77 (18.78%) Python
3 64 (15.61%) Java
4 47 (11.46%) C#
5 42 (10.24%) JavaScript
6 24 (5.85%) C++
7 23 (5.61%) RPG
8 22 (5.37%) R
8 22 (5.37%) Scala
9 19 (4.63%) TypeScript
10 17 (4.15%) Bash Shell
11 14 (3.41%) Kotlin
12 13 (3.17%) PowerShell
13 11 (2.68%) Shell Script
14 8 (1.95%) T-SQL
15 6 (1.46%) Java 8
16 5 (1.22%) Data Analysis Expressions (DAX)
17 4 (0.98%) Korn
17 4 (0.98%) Perl
17 4 (0.98%) PHP
Qualifications
1 100 (24.39%) Degree
2 39 (9.51%) Computer Science Degree
3 10 (2.44%) Master's Degree
4 8 (1.95%) AWS Certification
4 8 (1.95%) ITIL Certification
5 7 (1.71%) Microsoft Certification
6 6 (1.46%) HND
7 5 (1.22%) CISSP
7 5 (1.22%) ISEB
7 5 (1.22%) ITIL Foundation Certificate
8 4 (0.98%) CISM
9 3 (0.73%) ACCA
9 3 (0.73%) CIMA
9 3 (0.73%) GIAC
9 3 (0.73%) IISP
9 3 (0.73%) MBA
9 3 (0.73%) MCDST
10 2 (0.49%) MCSA
10 2 (0.49%) MCSE
10 2 (0.49%) PRINCE2 Certification
Quality Assurance & Compliance
1 35 (8.54%) QA
2 18 (4.39%) Data Quality
3 8 (1.95%) SLA
4 3 (0.73%) PMO
5 1 (0.24%) EMIR
5 1 (0.24%) GDPR
5 1 (0.24%) MiFID
5 1 (0.24%) WCAG
System Software
1 24 (5.85%) Docker
2 14 (3.41%) Active Directory
3 11 (2.68%) VMware Infrastructure
4 3 (0.73%) Firmware
4 3 (0.73%) XenApp
5 2 (0.49%) Hyper-V
6 1 (0.24%) Virtual Machines
Systems Management
1 16 (3.90%) Kubernetes
2 11 (2.68%) Terraform
3 4 (0.98%) Ansible
3 4 (0.98%) Microsoft Intune
4 3 (0.73%) SCCM
5 2 (0.49%) Istio
5 2 (0.49%) Puppet
6 1 (0.24%) RSA Archer
Vendors
1 70 (17.07%) Microsoft
2 28 (6.83%) Tableau
3 25 (6.10%) ServiceNow
4 22 (5.37%) Oracle
5 13 (3.17%) SAP
5 13 (3.17%) VMware
6 12 (2.93%) Salesforce.com
7 11 (2.68%) Google
7 11 (2.68%) SnapLogic
8 9 (2.20%) Citrix
9 7 (1.71%) Informatica
9 7 (1.71%) Sitecore
9 7 (1.71%) Talend
10 6 (1.46%) Siebel
11 5 (1.22%) Adobe
12 4 (0.98%) Atlassian
12 4 (0.98%) Cisco
12 4 (0.98%) Cognos
12 4 (0.98%) Red Hat
13 3 (0.73%) OpenText