Period
to 8 August 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Central London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 8 August 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
London > Central London
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 35 25 23
Rank change year-on-year -10 -2 +5
Permanent jobs citing Analytical Skills 410 1,093 1,271
As % of all permanent jobs advertised in Central London 6.61% 8.39% 8.95%
As % of the Miscellaneous category 16.37% 20.72% 21.13%
Number of salaries quoted 369 950 1,151
Median annual salary £67,500 £60,000 £60,000
Median salary % change year-on-year +12.50% - -
10th Percentile £35,000 £33,000 £32,500
90th Percentile £106,500 £97,500 £87,500
London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -

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 Central London with a requirement for generic IT skills.

All Generic IT Skills
Central London
Permanent vacancies with a requirement for generic IT skills 2,505 5,276 6,014
As % of all permanent IT jobs advertised in Central London 40.37% 40.48% 42.35%
Number of salaries quoted 2,157 4,608 5,345
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £105,000 £98,750 £94,250
London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Analytical Skills
Job Vacancy Trend in Central London

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in Central London.

Job vacancy trend for Analytical Skills in Central London

Analytical Skills
Salary Trend in Central London

3-month moving average salary quoted in jobs citing Analytical Skills in Central London.

Salary trend for Analytical Skills in Central London

Analytical Skills
Salary Histogram in Central London

Salary distribution for jobs citing Analytical Skills in Central London over the 6 months to 8 August 2020.

Salary histogram for Analytical Skills in Central London

Analytical Skills
Job Locations in Central 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 Central London region over the 6 months to 8 August 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
City of London -8 344 £67,500 +4.65% 44
West End of London +40 23 £42,500 -3.80% 1
City of Westminster +6 13 £53,750 +23.96%
Kensington and Chelsea - 7 £55,000 -
Camden +15 3 £90,000 +63.64% 1
Southwark +11 1 - -
Analytical Skills
London

For the 6 months to 8 August 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 Central London region with a requirement for Analytical Skills.

1 167 (40.73%) Problem-Solving
2 165 (40.24%) Finance
3 130 (31.71%) SQL
4 119 (29.02%) Agile Software Development
5 100 (24.39%) Degree
6 85 (20.73%) Analytics
7 81 (19.76%) Business Intelligence
8 78 (19.02%) Python
9 65 (15.85%) Microsoft
10 59 (14.39%) Java
11 57 (13.90%) Azure
12 51 (12.44%) SQL Server Integration Services
13 49 (11.95%) C#
13 49 (11.95%) Power BI
13 49 (11.95%) Power Platform
14 47 (11.46%) JavaScript
15 46 (11.22%) SQL Server
15 46 (11.22%) Computer Science
16 45 (10.98%) Scrum
17 44 (10.73%) SDLC
18 43 (10.49%) .NET
18 43 (10.49%) Data Warehouse
18 43 (10.49%) Data Modelling
19 42 (10.24%) Stakeholder Management
19 42 (10.24%) DevOps
20 41 (10.00%) Mathematics
21 39 (9.51%) SQL Server Analysis Services
21 39 (9.51%) OO
21 39 (9.51%) Project Management
22 37 (9.02%) Linux

Analytical Skills
Co-occurring IT Skills in Central 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 17 (4.15%) Apache
2 15 (3.66%) Confluence
3 14 (3.41%) Apache Spark
4 9 (2.20%) CMS
5 7 (1.71%) MS Exchange
5 7 (1.71%) SharePoint
6 6 (1.46%) Apache Airflow
7 5 (1.22%) Elasticsearch
8 4 (0.98%) JBoss
8 4 (0.98%) Sitecore CMS
8 4 (0.98%) Tomcat
8 4 (0.98%) Umbraco
9 3 (0.73%) EPiServer
9 3 (0.73%) Mendix
10 2 (0.49%) IIS
11 1 (0.24%) Apache Synapse
11 1 (0.24%) Appian
11 1 (0.24%) Exchange Server 2010
11 1 (0.24%) SAS
11 1 (0.24%) WordPress
Applications
1 36 (8.78%) Microsoft Excel
2 29 (7.07%) Microsoft Office
3 10 (2.44%) Microsoft PowerPoint
4 5 (1.22%) Microsoft Project
4 5 (1.22%) MS Visio
4 5 (1.22%) Stata
5 4 (0.98%) Sketch
6 3 (0.73%) Photoshop
6 3 (0.73%) SPSS
7 2 (0.49%) EViews
8 1 (0.24%) Adobe Creative Suite
8 1 (0.24%) Adobe Illustrator
8 1 (0.24%) Chatbot
8 1 (0.24%) InVision
8 1 (0.24%) Spreadsheet
8 1 (0.24%) Zeplin
Business Applications
1 5 (1.22%) 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%) Endur
4 2 (0.49%) SAP BPC
4 2 (0.49%) ZaiNet
5 1 (0.24%) Distributed Ledger
5 1 (0.24%) FLEXCUBE
5 1 (0.24%) Magento
5 1 (0.24%) NetSuite
5 1 (0.24%) Payment Gateway
5 1 (0.24%) Relativity
Cloud Services
1 57 (13.90%) Azure
2 49 (11.95%) Power Platform
3 24 (5.85%) AWS
4 13 (3.17%) SaaS
5 12 (2.93%) GCP
6 10 (2.44%) Cloud Computing
7 8 (1.95%) Office 365
8 6 (1.46%) Google Analytics
9 5 (1.22%) Azure Active Directory
9 5 (1.22%) GitHub
9 5 (1.22%) Heroku
10 4 (0.98%) BrowserStack
10 4 (0.98%) Serverless
11 3 (0.73%) Amazon Kinesis
11 3 (0.73%) Azure Data Factory
12 2 (0.49%) Apigee
12 2 (0.49%) Azure Functions
12 2 (0.49%) Azure Stack
12 2 (0.49%) Lucidchart
13 1 (0.24%) Dynamics 365
Communications & Networking
1 9 (2.20%) Firewall
1 9 (2.20%) TCP/IP
2 6 (1.46%) Intranet
3 5 (1.22%) DNS
4 4 (0.98%) DHCP
4 4 (0.98%) Internet
4 4 (0.98%) LAN
5 3 (0.73%) Network Security
5 3 (0.73%) VPN
6 2 (0.49%) Ethernet
6 2 (0.49%) Junos
6 2 (0.49%) MPLS
6 2 (0.49%) SSH
6 2 (0.49%) SWIFTNet
6 2 (0.49%) VPLS
6 2 (0.49%) WAN
7 1 (0.24%) HTTP
7 1 (0.24%) Intrusion Detection
7 1 (0.24%) VLAN
7 1 (0.24%) WebEx
Database & Business Intelligence
1 51 (12.44%) SQL Server Integration Services
2 49 (11.95%) Power BI
3 46 (11.22%) SQL Server
4 43 (10.49%) Data Warehouse
5 39 (9.51%) SQL Server Analysis Services
6 29 (7.07%) SQL Server Reporting Services
7 22 (5.37%) Relational Database
8 20 (4.88%) NoSQL
9 18 (4.39%) Snowflake Schema
10 17 (4.15%) PostgreSQL
11 16 (3.90%) DB2
12 15 (3.66%) Microsoft Analysis Services
13 12 (2.93%) Big Data
14 11 (2.68%) MySQL
15 10 (2.44%) Azure SQL Database
15 10 (2.44%) Data Mining
15 10 (2.44%) MongoDB
15 10 (2.44%) OLAP
16 8 (1.95%) RDBMS
17 7 (1.71%) Redis
Development Applications
1 32 (7.80%) JIRA
2 24 (5.85%) Git (software)
3 14 (3.41%) Jenkins
4 8 (1.95%) Visual Studio
5 7 (1.71%) Team Foundation Server
6 5 (1.22%) GitLab
6 5 (1.22%) Postman
6 5 (1.22%) Subversion
7 4 (0.98%) Axure RP
7 4 (0.98%) Flyway
7 4 (0.98%) Liquibase
8 3 (0.73%) Bitbucket
8 3 (0.73%) GCC
8 3 (0.73%) Mocha
8 3 (0.73%) Ranorex
8 3 (0.73%) Selenium
8 3 (0.73%) Visual Studio Team System
9 2 (0.49%) Eclipse
9 2 (0.49%) ERwin
9 2 (0.49%) Maven
General
1 165 (40.24%) Finance
2 37 (9.02%) Banking
3 33 (8.05%) Marketing
4 23 (5.61%) Games
5 20 (4.88%) Front Office
6 11 (2.68%) Investment Banking
6 11 (2.68%) Legal
7 10 (2.44%) Retail
8 9 (2.20%) Advertising
8 9 (2.20%) Law
8 9 (2.20%) Public Sector
9 7 (1.71%) Back Office
10 6 (1.46%) Telecoms
11 5 (1.22%) Financial Institution
12 3 (0.73%) General Ledger
13 2 (0.49%) Aerospace
13 2 (0.49%) Billing
13 2 (0.49%) Publishing
14 1 (0.24%) Automotive
14 1 (0.24%) Manufacturing
Job Titles
1 116 (28.29%) Developer
2 115 (28.05%) Analyst
3 32 (7.80%) Support Analyst
4 31 (7.56%) Business Analyst
5 26 (6.34%) SQL Analyst
6 22 (5.37%) Senior Developer
7 21 (5.12%) Business Intelligence Developer
7 21 (5.12%) Data Analyst
8 19 (4.63%) Full Stack Developer
8 19 (4.63%) Product Manager
9 17 (4.15%) Architect
9 17 (4.15%) Data Engineer
9 17 (4.15%) SQL Support Analyst
10 16 (3.90%) Java Developer
10 16 (3.90%) Senior Business Intelligence Developer
11 14 (3.41%) Administrator
11 14 (3.41%) Quantitative Developer
11 14 (3.41%) Report Developer
11 14 (3.41%) Senior Analyst
12 13 (3.17%) Lead Developer
Libraries, Frameworks & Software Standards
1 43 (10.49%) .NET
2 35 (8.54%) HTML
3 34 (8.29%) CSS
4 24 (5.85%) AngularJS
5 20 (4.88%) XML
6 13 (3.17%) MDX
6 13 (3.17%) Node.js
6 13 (3.17%) Redux
7 12 (2.93%) Kafka
8 10 (2.44%) FIX Protocol
8 10 (2.44%) jQuery
8 10 (2.44%) REST
9 9 (2.20%) HTML5
10 8 (1.95%) React
10 8 (1.95%) Spring
11 7 (1.71%) Vue.js
12 6 (1.46%) CSS3
12 6 (1.46%) JSON
12 6 (1.46%) PySpark
12 6 (1.46%) Razor View Engine
Miscellaneous
1 27 (6.59%) User Experience
2 21 (5.12%) Management Information System
2 21 (5.12%) Reinsurance
3 18 (4.39%) Analytical Mindset
3 18 (4.39%) Data Structures
4 15 (3.66%) AS400
4 15 (3.66%) iSeries
5 12 (2.93%) Algorithms
5 12 (2.93%) Equities
5 12 (2.93%) Greenfield Project
6 11 (2.68%) Foreign Exchange (FX)
7 10 (2.44%) Self-Motivation
8 8 (1.95%) Replication
9 7 (1.71%) Derivative
10 5 (1.22%) Mobile App
10 5 (1.22%) Social Media
10 5 (1.22%) SWIFT
11 4 (0.98%) Mobile Games
11 4 (0.98%) Wiki
12 3 (0.73%) Robotics
Operating Systems
1 37 (9.02%) Linux
2 32 (7.80%) Windows
3 21 (5.12%) Unix
4 8 (1.95%) Android
4 8 (1.95%) Windows 7
5 7 (1.71%) Windows 10
6 6 (1.46%) Apple iOS
6 6 (1.46%) Red Hat Enterprise Linux
7 4 (0.98%) Mac OS
7 4 (0.98%) Windows Server
8 2 (0.49%) Solaris
8 2 (0.49%) Windows Phone
9 1 (0.24%) CentOS
9 1 (0.24%) Windows Server 2008
9 1 (0.24%) Windows Server 2012
9 1 (0.24%) Windows Server 2016
Processes & Methodologies
1 167 (40.73%) Problem-Solving
2 119 (29.02%) Agile Software Development
3 85 (20.73%) Analytics
4 81 (19.76%) Business Intelligence
5 46 (11.22%) Computer Science
6 45 (10.98%) Scrum
7 44 (10.73%) SDLC
8 43 (10.49%) Data Modelling
9 42 (10.24%) DevOps
9 42 (10.24%) Stakeholder Management
10 41 (10.00%) Mathematics
11 39 (9.51%) OO
11 39 (9.51%) Project Management
12 37 (9.02%) ITIL
13 35 (8.54%) Business Analysis
14 33 (8.05%) Fintech
15 29 (7.07%) User Acceptance Testing
16 28 (6.83%) Time Management
17 26 (6.34%) Data Science
17 26 (6.34%) Visualisation
Programming Languages
1 130 (31.71%) SQL
2 78 (19.02%) Python
3 59 (14.39%) Java
4 49 (11.95%) C#
5 47 (11.46%) JavaScript
6 25 (6.10%) R
6 25 (6.10%) Scala
7 24 (5.85%) C++
8 18 (4.39%) Shell Script
9 15 (3.66%) RPG
10 13 (3.17%) T-SQL
11 12 (2.93%) Kotlin
12 11 (2.68%) Bash Shell
12 11 (2.68%) TypeScript
13 10 (2.44%) Data Analysis Expressions (DAX)
13 10 (2.44%) PowerShell
14 8 (1.95%) PHP
15 6 (1.46%) Java 8
15 6 (1.46%) Perl
16 4 (0.98%) VBA
Qualifications
1 100 (24.39%) Degree
2 30 (7.32%) Computer Science Degree
3 12 (2.93%) Master's Degree
4 7 (1.71%) ITIL Certification
5 5 (1.22%) AWS Certification
5 5 (1.22%) Microsoft Certification
6 4 (0.98%) CISSP
6 4 (0.98%) ISEB
6 4 (0.98%) ITIL Foundation Certificate
6 4 (0.98%) Numerate Degree
7 3 (0.73%) CISM
7 3 (0.73%) HND
7 3 (0.73%) ISTQB
7 3 (0.73%) PhD
8 2 (0.49%) A+ Certification
8 2 (0.49%) CIMA
8 2 (0.49%) GIAC
8 2 (0.49%) MBA
8 2 (0.49%) MCDST
8 2 (0.49%) MCSE
Quality Assurance & Compliance
1 28 (6.83%) QA
2 14 (3.41%) Data Quality
3 8 (1.95%) SLA
4 1 (0.24%) Actionable Recommendations
4 1 (0.24%) EMIR
4 1 (0.24%) GDPR
4 1 (0.24%) MiFID
4 1 (0.24%) PMO
System Software
1 32 (7.80%) Docker
2 11 (2.68%) Active Directory
3 8 (1.95%) VMware Infrastructure
4 3 (0.73%) XenApp
5 2 (0.49%) Hyper-V
6 1 (0.24%) Firmware
6 1 (0.24%) Virtual Machines
Systems Management
1 16 (3.90%) Kubernetes
2 6 (1.46%) Terraform
3 5 (1.22%) Ansible
4 4 (0.98%) Ambari
4 4 (0.98%) Hadoop YARN
5 3 (0.73%) SCCM
6 2 (0.49%) Opscode Chef
6 2 (0.49%) Puppet
7 1 (0.24%) Microsoft Intune
7 1 (0.24%) RSA Archer
7 1 (0.24%) Single Sign-On
Vendors
1 65 (15.85%) Microsoft
2 30 (7.32%) Tableau
3 22 (5.37%) Oracle
4 19 (4.63%) Google
5 17 (4.15%) ServiceNow
6 14 (3.41%) Salesforce.com
6 14 (3.41%) SAP
7 9 (2.20%) VMware
8 6 (1.46%) Citrix
8 6 (1.46%) Siebel
8 6 (1.46%) SnapLogic
9 5 (1.22%) Atlassian
9 5 (1.22%) IBM
9 5 (1.22%) Sitecore
10 4 (0.98%) Cloudera
10 4 (0.98%) Cognos
10 4 (0.98%) Facebook
10 4 (0.98%) Hortonworks
10 4 (0.98%) Netlify
11 3 (0.73%) Splunk