Period
to 25 November 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 25 November 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
25 Nov 2020
Same period 2019 Same period 2018
Rank 40 26 28
Rank change year-on-year -14 +2 +3
Permanent jobs citing Analytical Skills 242 803 855
As % of all permanent jobs advertised in the City of London 6.02% 8.09% 7.77%
As % of the Miscellaneous category 15.04% 19.71% 18.46%
Number of salaries quoted 221 706 780
Median annual salary £70,000 £65,000 £60,000
Median salary % change year-on-year +7.69% +8.33% +4.35%
10th Percentile £45,000 £31,250 £36,250
90th Percentile £95,000 £97,500 £87,500
Central London median annual salary £67,500 £62,500 £60,000
% change year-on-year +8.00% +4.17% +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 1,609 4,074 4,631
As % of all permanent IT jobs advertised in the City of London 40.00% 41.04% 42.07%
Number of salaries quoted 1,404 3,445 4,138
Median annual salary £72,500 £67,500 £65,000
Median salary % change year-on-year +7.41% +3.85% +8.33%
10th Percentile £44,000 £37,500 £38,750
90th Percentile £110,000 £102,500 £95,000
Central London median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% +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 November 2020.

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 November 2020. 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 +20 3 £79,250 +21.92% 1
Analytical Skills
Central London

For the 6 months to 25 November 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.

1 101 (41.74%) Problem-Solving
2 98 (40.50%) Finance
3 88 (36.36%) SQL
4 87 (35.95%) Agile Software Development
5 65 (26.86%) Degree
6 54 (22.31%) Python
7 52 (21.49%) Azure
8 51 (21.07%) Microsoft
9 50 (20.66%) Analytics
10 47 (19.42%) SQL Server
11 44 (18.18%) Java
12 43 (17.77%) C#
13 41 (16.94%) DevOps
14 33 (13.64%) Business Intelligence
15 31 (12.81%) JavaScript
16 29 (11.98%) Scrum
16 29 (11.98%) Power BI
16 29 (11.98%) Power Platform
17 26 (10.74%) T-SQL
17 26 (10.74%) .NET
17 26 (10.74%) Project Management
18 25 (10.33%) Linux
18 25 (10.33%) OO
18 25 (10.33%) Workflow
18 25 (10.33%) Banking
18 25 (10.33%) Business Analysis
18 25 (10.33%) Mentoring
18 25 (10.33%) Apache Spark
19 24 (9.92%) Computer Science
20 23 (9.50%) Big Data

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 25 (10.33%) Apache Spark
2 16 (6.61%) Apache
3 15 (6.20%) SharePoint
4 9 (3.72%) Confluence
5 3 (1.24%) Ethereum
5 3 (1.24%) Mendix
5 3 (1.24%) MS Exchange
6 2 (0.83%) EPiServer
6 2 (0.83%) IBM Notes
7 1 (0.41%) Apache Synapse
7 1 (0.41%) Appian
7 1 (0.41%) Exchange Server 2010
7 1 (0.41%) SAS
Applications
1 16 (6.61%) Microsoft Excel
2 7 (2.89%) Microsoft Office
2 7 (2.89%) SPSS
2 7 (2.89%) Stata
3 6 (2.48%) MS Visio
4 2 (0.83%) Microsoft PowerPoint
5 1 (0.41%) InVision
5 1 (0.41%) Microsoft Project
5 1 (0.41%) Sketch
5 1 (0.41%) Zeplin
Business Applications
1 13 (5.37%) Dynamics CRM
2 4 (1.65%) MoSes
3 3 (1.24%) Global One
4 2 (0.83%) Endur
4 2 (0.83%) Oracle General Ledger
4 2 (0.83%) Oracle Internet Expenses
4 2 (0.83%) Oracle iProcurement
4 2 (0.83%) Oracle Procure-to-Pay
4 2 (0.83%) ZaiNet
5 1 (0.41%) Relativity
5 1 (0.41%) Siebel CRM
Cloud Services
1 52 (21.49%) Azure
2 29 (11.98%) Power Platform
3 17 (7.02%) Azure Active Directory
4 16 (6.61%) AWS
5 12 (4.96%) PaaS
6 11 (4.55%) SaaS
7 10 (4.13%) Cloud Computing
8 9 (3.72%) Azure Data Factory
9 7 (2.89%) AWS CloudFormation
10 6 (2.48%) GCP
11 5 (2.07%) PowerApps
12 4 (1.65%) OpenShift
13 3 (1.24%) Google Analytics
13 3 (1.24%) Lucidchart
13 3 (1.24%) Serverless
14 2 (0.83%) Azure Stack
14 2 (0.83%) GitHub
14 2 (0.83%) Office 365
15 1 (0.41%) Google Docs
15 1 (0.41%) Logic Apps
Communications & Networking
1 12 (4.96%) Firewall
2 9 (3.72%) TCP/IP
3 6 (2.48%) Internet
3 6 (2.48%) LAN
4 4 (1.65%) DNS
4 4 (1.65%) Kerberos
4 4 (1.65%) MPLS
5 3 (1.24%) DHCP
5 3 (1.24%) Network Security
5 3 (1.24%) VoIP
5 3 (1.24%) WAN
6 2 (0.83%) HTTP
6 2 (0.83%) SSH
6 2 (0.83%) VPLS
6 2 (0.83%) VPN
7 1 (0.41%) BIG-IP
7 1 (0.41%) Intrusion Detection
7 1 (0.41%) IP Telephony
7 1 (0.41%) Sourcefire
7 1 (0.41%) Wi-Fi
Database & Business Intelligence
1 47 (19.42%) SQL Server
2 29 (11.98%) Power BI
3 23 (9.50%) Big Data
4 19 (7.85%) SQL Server Integration Services
4 19 (7.85%) SQL Server Reporting Services
5 18 (7.44%) Data Warehouse
6 15 (6.20%) NoSQL
7 14 (5.79%) Relational Database
8 12 (4.96%) SQL Server Analysis Services
9 10 (4.13%) MySQL
10 8 (3.31%) Tableau
11 7 (2.89%) Data Mining
11 7 (2.89%) PowerPivot
12 6 (2.48%) Azure SQL Database
12 6 (2.48%) PostgreSQL
12 6 (2.48%) RDBMS
13 5 (2.07%) MongoDB
14 4 (1.65%) Apache Cassandra
14 4 (1.65%) Hadoop
14 4 (1.65%) Redis
Development Applications
1 19 (7.85%) Git (software)
1 19 (7.85%) JIRA
2 15 (6.20%) Visual Studio Team System
3 13 (5.37%) Team Foundation Server
4 10 (4.13%) Jenkins
5 8 (3.31%) Visual Studio
6 3 (1.24%) GCC
6 3 (1.24%) Maven
6 3 (1.24%) Selenium
6 3 (1.24%) Subversion
7 2 (0.83%) CircleCI
7 2 (0.83%) GitLab
7 2 (0.83%) Postman
7 2 (0.83%) SpecFlow
8 1 (0.41%) Axure RP
8 1 (0.41%) Cucumber
8 1 (0.41%) JUnit
8 1 (0.41%) SilkTest
8 1 (0.41%) Travis CI
8 1 (0.41%) WebDriver
General
1 98 (40.50%) Finance
2 25 (10.33%) Banking
3 18 (7.44%) Marketing
4 8 (3.31%) Back Office
4 8 (3.31%) Law
5 7 (2.89%) Advertising
5 7 (2.89%) Front Office
5 7 (2.89%) Investment Banking
6 5 (2.07%) Games
7 4 (1.65%) Legal
8 3 (1.24%) Financial Institution
8 3 (1.24%) Public Sector
8 3 (1.24%) Retail
8 3 (1.24%) Telecoms
9 2 (0.83%) Billing
9 2 (0.83%) General Ledger
10 1 (0.41%) Electronics
10 1 (0.41%) French Language
10 1 (0.41%) Manufacturing
10 1 (0.41%) Pharmaceutical
Job Titles
1 72 (29.75%) Developer
2 59 (24.38%) Analyst
3 32 (13.22%) Senior Developer
4 21 (8.68%) Business Analyst
4 21 (8.68%) C# Developer
5 16 (6.61%) SQL Developer
6 15 (6.20%) .NET Developer
6 15 (6.20%) Java Developer
6 15 (6.20%) Senior SQL Developer
7 14 (5.79%) ASP.NET MVC Developer
7 14 (5.79%) Azure Developer
7 14 (5.79%) C# .NET Developer
8 13 (5.37%) Insurance Business Analyst
8 13 (5.37%) Senior .NET Developer
8 13 (5.37%) Senior C# Developer
9 12 (4.96%) Data Engineer
9 12 (4.96%) Python Engineer
9 12 (4.96%) Senior C# .NET Developer
10 11 (4.55%) Full Stack Developer
10 11 (4.55%) Python Developer
Libraries, Frameworks & Software Standards
1 26 (10.74%) .NET
2 22 (9.09%) CSS
3 21 (8.68%) React
4 15 (6.20%) .NET Core
4 15 (6.20%) Web Services
5 14 (5.79%) .NET Framework
5 14 (5.79%) ASP.NET Web API
5 14 (5.79%) Entity Framework
5 14 (5.79%) jQuery
5 14 (5.79%) Twitter Bootstrap
6 11 (4.55%) Kafka
6 11 (4.55%) Spring
7 10 (4.13%) HTML
8 9 (3.72%) MDX
9 8 (3.31%) AngularJS
10 6 (2.48%) FIX Protocol
10 6 (2.48%) Redux
11 4 (1.65%) Node.js
11 4 (1.65%) RESTful
11 4 (1.65%) Spring Boot
Miscellaneous
1 20 (8.26%) User Experience
2 17 (7.02%) Algorithms
2 17 (7.02%) Reinsurance
3 12 (4.96%) N-Tier
4 9 (3.72%) Self-Motivation
5 8 (3.31%) Replication
6 7 (2.89%) Derivative
6 7 (2.89%) Management Information System
7 6 (2.48%) Analytical Mindset
7 6 (2.48%) Data Structures
7 6 (2.48%) Equities
7 6 (2.48%) Fixed Income
7 6 (2.48%) Foreign Exchange (FX)
8 4 (1.65%) Data Centre
8 4 (1.65%) PMI
9 2 (0.83%) Blog
9 2 (0.83%) Client/Server
9 2 (0.83%) Hedge funds
9 2 (0.83%) Reference Data
9 2 (0.83%) SWIFT
Operating Systems
1 25 (10.33%) Linux
2 19 (7.85%) Windows
3 9 (3.72%) Unix
4 7 (2.89%) Red Hat Enterprise Linux
5 3 (1.24%) Windows Server
6 2 (0.83%) Android
6 2 (0.83%) Windows 7
7 1 (0.41%) Apple iOS
7 1 (0.41%) Mac OS
7 1 (0.41%) Robot Operating System
Processes & Methodologies
1 101 (41.74%) Problem-Solving
2 87 (35.95%) Agile Software Development
3 50 (20.66%) Analytics
4 41 (16.94%) DevOps
5 33 (13.64%) Business Intelligence
6 29 (11.98%) Scrum
7 26 (10.74%) Project Management
8 25 (10.33%) Business Analysis
8 25 (10.33%) Mentoring
8 25 (10.33%) OO
8 25 (10.33%) Workflow
9 24 (9.92%) Computer Science
10 23 (9.50%) SDLC
11 22 (9.09%) Test Automation
12 21 (8.68%) Data Modelling
13 20 (8.26%) Data Science
14 19 (7.85%) CRM
14 19 (7.85%) Migration
15 17 (7.02%) Mathematics
15 17 (7.02%) Statistics
Programming Languages
1 88 (36.36%) SQL
2 54 (22.31%) Python
3 44 (18.18%) Java
4 43 (17.77%) C#
5 31 (12.81%) JavaScript
6 26 (10.74%) T-SQL
7 18 (7.44%) PowerShell
8 17 (7.02%) R
9 14 (5.79%) C++
10 10 (4.13%) Shell Script
11 9 (3.72%) Data Analysis Expressions (DAX)
11 9 (3.72%) Kotlin
11 9 (3.72%) Scala
12 8 (3.31%) Ruby
13 7 (2.89%) Perl
13 7 (2.89%) TypeScript
14 6 (2.48%) Java 8
15 5 (2.07%) VB
16 3 (1.24%) PHP
16 3 (1.24%) VBA
Qualifications
1 65 (26.86%) Degree
2 7 (2.89%) Computer Science Degree
3 4 (1.65%) ITIL Foundation Certificate
3 4 (1.65%) PhD
3 4 (1.65%) PMI Certification
4 3 (1.24%) Numerate Degree
5 2 (0.83%) Cisco Certification
5 2 (0.83%) ISEB
6 1 (0.41%) A+ Certification
6 1 (0.41%) CCIE
6 1 (0.41%) CCNP
6 1 (0.41%) CCSP
6 1 (0.41%) CISA
6 1 (0.41%) CISM
6 1 (0.41%) CISSP
6 1 (0.41%) ICAEW
6 1 (0.41%) ISTQB
6 1 (0.41%) Microsoft Certification
6 1 (0.41%) PRINCE2 Certification
6 1 (0.41%) SC Cleared
Quality Assurance & Compliance
1 15 (6.20%) QA
2 7 (2.89%) PMO
3 5 (2.07%) GDPR
4 4 (1.65%) Solvency II
5 3 (1.24%) Data Quality
6 2 (0.83%) ISO/IEC 27001
7 1 (0.41%) IFRS
7 1 (0.41%) ISO 31000
7 1 (0.41%) MiFID
7 1 (0.41%) NIST
7 1 (0.41%) SLA
System Software
1 15 (6.20%) Docker
2 8 (3.31%) Active Directory
3 4 (1.65%) VMware Infrastructure
4 3 (1.24%) Virtual Desktop
4 3 (1.24%) VMware ESXi
5 2 (0.83%) Virtual Machines
6 1 (0.41%) Firmware
6 1 (0.41%) Virtual Servers
6 1 (0.41%) VMware NSX
6 1 (0.41%) VMware Server
Systems Management
1 15 (6.20%) Terraform
2 12 (4.96%) Opscode Chef
3 5 (2.07%) Ansible
4 3 (1.24%) Kubernetes
4 3 (1.24%) vCenter Server
5 2 (0.83%) ITRS Geneos
6 1 (0.41%) Cisco CUCM
6 1 (0.41%) Cisco Prime
6 1 (0.41%) Control-M
6 1 (0.41%) Data Guard
6 1 (0.41%) Nagios
6 1 (0.41%) SCOM
Vendors
1 51 (21.07%) Microsoft
2 13 (5.37%) Oracle
3 12 (4.96%) Nintex
4 9 (3.72%) Google
5 6 (2.48%) Red Hat
6 5 (2.07%) Cisco
6 5 (2.07%) Salesforce.com
6 5 (2.07%) Solace
6 5 (2.07%) VMware
7 4 (1.65%) Atlassian
7 4 (1.65%) Splunk
8 3 (1.24%) Databricks
8 3 (1.24%) Perforce
9 2 (0.83%) Lotus
9 2 (0.83%) SAP
10 1 (0.41%) Apple
10 1 (0.41%) Avaya
10 1 (0.41%) Juniper
10 1 (0.41%) Siebel
10 1 (0.41%) Sybase