Period
to 14 May 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 14 May 2021 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
14 May 2021
Same period 2020 Same period 2019
Rank 34 34 31
Rank change year-on-year 0 -3 -6
Permanent jobs citing Analytical Skills 358 492 780
As % of all permanent jobs advertised in the City of London 7.14% 6.70% 7.77%
As % of the General category 11.86% 10.98% 12.14%
Number of salaries quoted 301 429 695
10th Percentile £41,250 £35,000 £31,000
25th Percentile £51,750 £47,500 £44,750
Median annual salary (50th Percentile) £70,000 £68,000 £60,000
Median % change year-on-year +2.94% +13.33% +4.35%
75th Percentile £88,750 £86,250 £81,250
90th Percentile £96,500 £120,000 £102,500
Central London median annual salary £67,500 £67,500 £60,000
% change year-on-year - +12.50% +5.74%

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 3,019 4,479 6,423
As % of all permanent IT jobs advertised in the City of London 60.21% 61.03% 63.99%
Number of salaries quoted 2,627 3,909 5,679
10th Percentile £42,500 £37,500 £35,000
25th Percentile £53,750 £50,000 £48,750
Median annual salary (50th Percentile) £72,500 £67,500 £65,000
Median % change year-on-year +7.41% +3.85% +8.33%
75th Percentile £90,000 £86,250 £82,500
90th Percentile £108,750 £105,000 £96,250
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 14 May 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 14 May 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 14 May 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.

1 144 (40.22%) Social Skills
2 141 (39.39%) SQL
3 127 (35.47%) Problem-Solving
4 116 (32.40%) Finance
5 111 (31.01%) Agile Software Development
6 106 (29.61%) Degree
7 96 (26.82%) Azure
8 81 (22.63%) Analytics
9 74 (20.67%) Python
10 71 (19.83%) SQL Server
10 71 (19.83%) DevOps
11 65 (18.16%) C#
12 63 (17.60%) JavaScript
13 62 (17.32%) CRM
14 59 (16.48%) OO
14 59 (16.48%) CSS
15 58 (16.20%) .NET
16 56 (15.64%) Test Automation
16 56 (15.64%) React
17 55 (15.36%) Microservices
17 55 (15.36%) Terraform
18 54 (15.08%) PowerShell
18 54 (15.08%) jQuery
18 54 (15.08%) Continuous Integration
18 54 (15.08%) T-SQL
19 53 (14.80%) SharePoint
19 53 (14.80%) Dynamics CRM
19 53 (14.80%) PaaS
19 53 (14.80%) Azure Active Directory
20 52 (14.53%) Azure Storage

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 53 (14.80%) SharePoint
2 16 (4.47%) Apache Spark
3 11 (3.07%) Apache
4 5 (1.40%) CMS
4 5 (1.40%) SAS
5 4 (1.12%) Confluence
6 3 (0.84%) IIS
7 2 (0.56%) Skype for Business
8 1 (0.28%) ejabberd
8 1 (0.28%) Ethereum
8 1 (0.28%) Mendix
8 1 (0.28%) MS Exchange
8 1 (0.28%) nginx
8 1 (0.28%) OpenStack
8 1 (0.28%) Oracle SOA Suite
8 1 (0.28%) Tomcat
Applications
1 34 (9.50%) Microsoft Excel
2 12 (3.35%) Microsoft Office
2 12 (3.35%) Microsoft PowerPoint
3 5 (1.40%) MS Visio
4 2 (0.56%) OmniGraffle
4 2 (0.56%) Spreadsheet
Business Applications
1 53 (14.80%) Dynamics CRM
2 7 (1.96%) SAP ERP
3 1 (0.28%) Dynamics AX
3 1 (0.28%) Global One
Cloud Services
1 96 (26.82%) Azure
2 53 (14.80%) Azure Active Directory
2 53 (14.80%) PaaS
3 52 (14.53%) Azure Key Vault
3 52 (14.53%) Azure Storage
4 49 (13.69%) Azure App Service
4 49 (13.69%) Azure Service Bus
4 49 (13.69%) Azure Service Fabric
5 26 (7.26%) Power Platform
6 24 (6.70%) AWS
7 15 (4.19%) Azure Data Factory
7 15 (4.19%) Microsoft 365
8 9 (2.51%) SaaS
9 7 (1.96%) Cloud Computing
10 6 (1.68%) Amazon EC2
10 6 (1.68%) GCP
11 5 (1.40%) IaaS
12 4 (1.12%) AWS CloudFormation
13 3 (0.84%) Google Data Studio
13 3 (0.84%) PowerApps
Communications & Networking
1 12 (3.35%) Network Security
2 9 (2.51%) TCP/IP
2 9 (2.51%) Unified Communications
3 8 (2.23%) Firewall
4 5 (1.40%) DNS
4 5 (1.40%) WAN
5 4 (1.12%) LAN
5 4 (1.12%) SSH
6 3 (0.84%) Internet
6 3 (0.84%) VPN
7 2 (0.56%) BGP
7 2 (0.56%) BIG-IP
7 2 (0.56%) DHCP
7 2 (0.56%) Extranet
7 2 (0.56%) H.323
7 2 (0.56%) MGCP
7 2 (0.56%) Sourcefire
7 2 (0.56%) VoIP
7 2 (0.56%) Wi-Fi
7 2 (0.56%) Wireless
Database & Business Intelligence
1 71 (19.83%) SQL Server
2 33 (9.22%) Data Warehouse
3 26 (7.26%) Power BI
4 22 (6.15%) Tableau
5 20 (5.59%) Data Lake
6 15 (4.19%) Relational Database
7 12 (3.35%) NoSQL
8 11 (3.07%) SQL Server Reporting Services
9 10 (2.79%) Data Mart
10 9 (2.51%) Big Data
10 9 (2.51%) Hadoop
11 8 (2.23%) Amazon Redshift
11 8 (2.23%) SQL Server Integration Services
12 7 (1.96%) Amazon RDS
12 7 (1.96%) Data Mining
13 5 (1.40%) MySQL
13 5 (1.40%) RDBMS
13 5 (1.40%) Text Mining
14 4 (1.12%) MongoDB
15 3 (0.84%) SQL Server Analysis Services
Development Applications
1 50 (13.97%) Visual Studio Team System
2 49 (13.69%) Team Foundation Server
3 15 (4.19%) JIRA
4 8 (2.23%) Git (software)
5 5 (1.40%) eggPlant
5 5 (1.40%) Jenkins
5 5 (1.40%) JMeter
5 5 (1.40%) LoadRunner
6 4 (1.12%) Visual Studio
7 3 (0.84%) Selenium
8 2 (0.56%) CircleCI
8 2 (0.56%) Postman
8 2 (0.56%) SpecFlow
9 1 (0.28%) Bitbucket
9 1 (0.28%) Chocolatey
9 1 (0.28%) Jasmine
9 1 (0.28%) Karma Test Runner
9 1 (0.28%) SQL Server Management Studio (SSMS)
9 1 (0.28%) Travis CI
9 1 (0.28%) Visual Studio Code
General
1 144 (40.22%) Social Skills
2 116 (32.40%) Finance
3 38 (10.61%) Banking
4 22 (6.15%) Organisational Skills
5 20 (5.59%) Marketing
6 17 (4.75%) Back Office
7 14 (3.91%) Law
8 10 (2.79%) Presentation Skills
9 9 (2.51%) Telecoms
10 6 (1.68%) French Language
11 5 (1.40%) Financial Institution
11 5 (1.40%) Legal
11 5 (1.40%) Retail
12 4 (1.12%) Advertising
12 4 (1.12%) German Language
12 4 (1.12%) Spanish Language
13 3 (0.84%) Front Office
13 3 (0.84%) Influencing Skills
13 3 (0.84%) Investment Banking
14 2 (0.56%) Games
Job Titles
1 82 (22.91%) Analyst
2 81 (22.63%) Developer
3 53 (14.80%) C# Developer
4 50 (13.97%) Azure Developer
5 39 (10.89%) .NET Developer
5 39 (10.89%) Senior Developer
6 38 (10.61%) ASP.NET MVC Developer
6 38 (10.61%) C# .NET Developer
6 38 (10.61%) SQL Developer
7 36 (10.06%) Senior .NET Developer
7 36 (10.06%) Senior C# .NET Developer
7 36 (10.06%) Senior C# Developer
7 36 (10.06%) Senior SQL Developer
8 22 (6.15%) IT Manager
9 19 (5.31%) Data Analyst
10 18 (5.03%) Product Owner
11 17 (4.75%) Architect
12 15 (4.19%) Business Analyst
12 15 (4.19%) Data Scientist
12 15 (4.19%) Project Manager
Libraries, Frameworks & Software Standards
1 59 (16.48%) CSS
2 58 (16.20%) .NET
3 56 (15.64%) React
4 54 (15.08%) jQuery
5 52 (14.53%) Web Services
6 50 (13.97%) .NET Core
6 50 (13.97%) .NET Framework
6 50 (13.97%) ASP.NET Web API
6 50 (13.97%) Entity Framework
6 50 (13.97%) Twitter Bootstrap
7 10 (2.79%) HTML
8 7 (1.96%) Node.js
9 6 (1.68%) Middleware
9 6 (1.68%) XML
10 5 (1.40%) AngularJS
10 5 (1.40%) J2SE
10 5 (1.40%) Spring
10 5 (1.40%) Spring Boot
11 4 (1.12%) Redux
12 3 (0.84%) PySpark
Miscellaneous
1 50 (13.97%) Reinsurance
2 49 (13.69%) N-Tier
3 36 (10.06%) Management Information System
4 19 (5.31%) Analytical Mindset
4 19 (5.31%) Data Structures
5 12 (3.35%) User Experience
6 10 (2.79%) Algorithms
6 10 (2.79%) Derivative
6 10 (2.79%) Foreign Exchange (FX)
7 9 (2.51%) Public Cloud
8 7 (1.96%) Self-Motivation
9 5 (1.40%) Data Centre
9 5 (1.40%) Equities
9 5 (1.40%) PMI
10 4 (1.12%) Robotics
10 4 (1.12%) Video Conferencing
11 3 (0.84%) Fixed Income
11 3 (0.84%) Mobile App
11 3 (0.84%) Mobile Computing
12 2 (0.56%) Cyberthreat
Operating Systems
1 23 (6.42%) Windows
2 22 (6.15%) Linux
3 12 (3.35%) Unix
4 8 (2.23%) Windows Server
5 7 (1.96%) Red Hat Enterprise Linux
6 4 (1.12%) Windows 10
7 2 (0.56%) Mac OS X
7 2 (0.56%) Windows 7
8 1 (0.28%) Android
8 1 (0.28%) Apple iOS
8 1 (0.28%) Debian
8 1 (0.28%) Windows Server 2019
Processes & Methodologies
1 127 (35.47%) Problem-Solving
2 111 (31.01%) Agile Software Development
3 81 (22.63%) Analytics
4 71 (19.83%) DevOps
5 62 (17.32%) CRM
6 59 (16.48%) OO
7 56 (15.64%) Test Automation
8 55 (15.36%) Microservices
9 54 (15.08%) Continuous Integration
10 52 (14.53%) Stakeholder Management
11 51 (14.25%) Deployment Automation
11 51 (14.25%) MVC
12 50 (13.97%) Migration
12 50 (13.97%) SOA
12 50 (13.97%) UML
13 49 (13.69%) Don't repeat yourself (DRY)
13 49 (13.69%) SOLID
14 45 (12.57%) Business Intelligence
15 43 (12.01%) Mentoring
16 41 (11.45%) Computer Science
Programming Languages
1 141 (39.39%) SQL
2 74 (20.67%) Python
3 65 (18.16%) C#
4 63 (17.60%) JavaScript
5 54 (15.08%) PowerShell
5 54 (15.08%) T-SQL
6 34 (9.50%) Java
7 17 (4.75%) R
8 12 (3.35%) Shell Script
9 9 (2.51%) Scala
10 7 (1.96%) Bash Shell
10 7 (1.96%) C++
11 6 (1.68%) Perl
11 6 (1.68%) PHP
12 5 (1.40%) Data Analysis Expressions (DAX)
13 4 (1.12%) C
13 4 (1.12%) VBA
14 2 (0.56%) PL/SQL
14 2 (0.56%) TypeScript
15 1 (0.28%) Go
Qualifications
1 106 (29.61%) Degree
2 27 (7.54%) Computer Science Degree
3 9 (2.51%) Master's Degree
4 8 (2.23%) PhD
5 6 (1.68%) ITIL Foundation Certificate
6 5 (1.40%) CISSP
6 5 (1.40%) PMI Certification
7 4 (1.12%) CISA
7 4 (1.12%) Cisco Certification
8 3 (0.84%) Security Cleared
9 2 (0.56%) (ISC)2 CCSP
9 2 (0.56%) CCIE
9 2 (0.56%) CCNP
9 2 (0.56%) CEH
9 2 (0.56%) CHFI
9 2 (0.56%) MBA
9 2 (0.56%) SC Cleared
10 1 (0.28%) CESG Certified Professional
10 1 (0.28%) CRISC
10 1 (0.28%) ISEB
Quality Assurance & Compliance
1 18 (5.03%) QA
2 16 (4.47%) PMO
3 12 (3.35%) Data Quality
3 12 (3.35%) SLA
4 6 (1.68%) COBIT
5 5 (1.40%) MiFID
5 5 (1.40%) Solvency II
6 4 (1.12%) EMIR
6 4 (1.12%) GDPR
7 2 (0.56%) Sarbanes-Oxley
8 1 (0.28%) ISO/IEC 27001
8 1 (0.28%) JSP 440
8 1 (0.28%) NIST
System Software
1 19 (5.31%) Active Directory
2 10 (2.79%) Docker
3 8 (2.23%) Hyper-V
3 8 (2.23%) VMware Infrastructure
3 8 (2.23%) XenApp
4 1 (0.28%) Forefront TMG
4 1 (0.28%) iptables
4 1 (0.28%) Kamailio
4 1 (0.28%) KVM
4 1 (0.28%) Postfix
4 1 (0.28%) QEMU
4 1 (0.28%) Virtual Servers
4 1 (0.28%) VMware NSX
4 1 (0.28%) Xen
Systems Management
1 55 (15.36%) Terraform
2 51 (14.25%) Opscode Chef
3 8 (2.23%) Cisco CUCM
4 6 (1.68%) Ansible
4 6 (1.68%) Kubernetes
5 3 (0.84%) Puppet
6 2 (0.56%) Cisco Prime
6 2 (0.56%) ITRS Geneos
6 2 (0.56%) SCCM
6 2 (0.56%) Single Sign-On
6 2 (0.56%) Sysprep
7 1 (0.28%) Forefront Identity Manager
7 1 (0.28%) Galera Cluster
7 1 (0.28%) HAProxy
7 1 (0.28%) Microsoft Intune
7 1 (0.28%) MOM
7 1 (0.28%) QRadar
7 1 (0.28%) Salt
7 1 (0.28%) SCOM
7 1 (0.28%) ZABBIX
Vendors
1 52 (14.53%) Microsoft
2 51 (14.25%) Nintex
3 10 (2.79%) Cisco
3 10 (2.79%) Databricks
3 10 (2.79%) VMware
4 9 (2.51%) Citrix
5 8 (2.23%) SAP
6 6 (1.68%) Google
6 6 (1.68%) Red Hat
6 6 (1.68%) Salesforce.com
7 5 (1.40%) GoldenSource
7 5 (1.40%) Palo Alto
7 5 (1.40%) PeopleSoft
8 4 (1.12%) Oracle
8 4 (1.12%) Talend
9 3 (0.84%) Bloomberg
9 3 (0.84%) Facebook
10 2 (0.56%) ExtraHop
10 2 (0.56%) Solace
10 2 (0.56%) Splunk