Period
to 14 December 2019

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 14 December 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
London > Central London
6 months to
14 Dec 2019
Same period 2018 Same period 2017
Rank 28 27 30
Rank change year-on-year -1 +3 -6
Permanent jobs citing Analytical Skills 954 1,046 969
As % of all permanent IT jobs advertised in Central London 7.78% 7.78% 6.76%
As % of the Miscellaneous category 19.24% 18.57% 16.30%
Number of salaries quoted 833 950 855
Central London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £31,740 £31,250 £32,000
90th Percentile £100,000 £86,250 £90,000
London median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

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 4,959 5,632 5,943
As % of all permanent IT jobs advertised in Central London 40.43% 41.90% 41.49%
Number of salaries quoted 4,198 5,035 5,239
Central London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +4.35%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £102,500 £95,000 £95,000
London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

Analytical Skills
Job Vacancy Trend in Central London

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

Job vacancy trend for Analytical Skills in Central London

Analytical Skills
Salary Trend in Central London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Central London.

Salary trend for Analytical Skills in Central London

Analytical Skills
Salary Histogram in Central London

The salary distribution of IT jobs citing Analytical Skills in Central London over the 6 months to 14 December 2019.

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 14 December 2019. 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 +4 782 £65,000 +8.33% 128
West End of London -24 21 £57,500 +139.58%
Camden -9 8 £62,500 +47.06% 1
Southwark -15 5 £65,000 +30.00%
City of Westminster -17 5 £60,000 -14.29%
Analytical Skills
London

For the 6 months to 14 December 2019, 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.

1 375 (39.31%) Problem-Solving
2 359 (37.63%) Finance
3 275 (28.83%) Agile Software Development
4 263 (27.57%) SQL
5 248 (26.00%) Degree
6 179 (18.76%) Analytics
7 172 (18.03%) Python
8 153 (16.04%) Java
9 152 (15.93%) Computer Science
10 140 (14.68%) JavaScript
10 140 (14.68%) Microsoft
11 137 (14.36%) Business Intelligence
12 117 (12.26%) Project Management
12 117 (12.26%) AWS
13 108 (11.32%) Windows
14 106 (11.11%) Marketing
15 105 (11.01%) Management Information System
16 101 (10.59%) SQL Server
16 101 (10.59%) Fintech
17 94 (9.85%) Decision-Making
18 92 (9.64%) Azure
18 92 (9.64%) DevOps
19 91 (9.54%) Scrum
20 90 (9.43%) HTML
20 90 (9.43%) Power Platform
21 88 (9.22%) Power BI
22 85 (8.91%) User Acceptance Testing
23 84 (8.81%) Microsoft Excel
24 83 (8.70%) CSS
25 81 (8.49%) C#

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 41 (4.30%) Apache Spark
2 34 (3.56%) Confluence
3 27 (2.83%) SharePoint
4 14 (1.47%) EPiServer
5 13 (1.36%) CMS
6 7 (0.73%) ArcGIS
7 6 (0.63%) SAS
8 5 (0.52%) Apache Airflow
8 5 (0.52%) Luigi
8 5 (0.52%) MS Exchange
8 5 (0.52%) SharePoint 2010
9 4 (0.42%) Apache
9 4 (0.42%) Headless CMS
9 4 (0.42%) OpenStack
9 4 (0.42%) Skype for Business
10 2 (0.21%) Adobe Experience Manager
10 2 (0.21%) Exchange Server 2007
10 2 (0.21%) IIS
11 1 (0.10%) nginx
11 1 (0.10%) WordPress
Applications
1 84 (8.81%) Microsoft Excel
2 62 (6.50%) Microsoft Office
3 28 (2.94%) MS Visio
4 24 (2.52%) Microsoft Project
5 20 (2.10%) Microsoft PowerPoint
6 4 (0.42%) Spreadsheet
7 3 (0.31%) Photoshop
7 3 (0.31%) Sketch
7 3 (0.31%) Zeplin
8 2 (0.21%) Adobe Creative Suite
8 2 (0.21%) Fireworks
9 1 (0.10%) Adobe Premiere
9 1 (0.10%) EViews
9 1 (0.10%) InfoPath
9 1 (0.10%) SPSS
9 1 (0.10%) SPSS Modeler
9 1 (0.10%) Stata
Business Applications
1 8 (0.84%) Dynamics CRM
2 6 (0.63%) NetSuite
2 6 (0.63%) R3 Corda
2 6 (0.63%) Salesforce.com CRM
3 5 (0.52%) Distributed Ledger
4 4 (0.42%) Dynamics GP
5 3 (0.31%) Dynamics AX
5 3 (0.31%) SAP S/4HANA
6 2 (0.21%) Markit EDM
7 1 (0.10%) Eloqua
7 1 (0.10%) HFM
7 1 (0.10%) ION MarketView
7 1 (0.10%) Magento
7 1 (0.10%) Misys Midas
7 1 (0.10%) Oracle EBS
7 1 (0.10%) Oracle ERP
7 1 (0.10%) RMDS
7 1 (0.10%) SAP BPC
7 1 (0.10%) SAP FI
7 1 (0.10%) SAP R/3
Cloud Services
1 117 (12.26%) AWS
2 92 (9.64%) Azure
3 90 (9.43%) Power Platform
4 50 (5.24%) Office 365
5 37 (3.88%) GCP
6 26 (2.73%) SaaS
7 16 (1.68%) AWS CloudFormation
8 14 (1.47%) Google Analytics
9 13 (1.36%) Heroku
10 12 (1.26%) BrowserStack
10 12 (1.26%) Salesforce Service Cloud
11 10 (1.05%) Adobe Analytics
11 10 (1.05%) G Suite
12 9 (0.94%) GitHub
13 8 (0.84%) Amazon EC2
14 7 (0.73%) Cloud Computing
14 7 (0.73%) Mimecast
14 7 (0.73%) OneDrive
14 7 (0.73%) Salesforce Sales Cloud
14 7 (0.73%) Serverless
Communications & Networking
1 31 (3.25%) Firewall
2 23 (2.41%) Internet
3 22 (2.31%) TCP/IP
4 16 (1.68%) DNS
4 16 (1.68%) Network Security
5 15 (1.57%) DHCP
6 14 (1.47%) LAN
7 12 (1.26%) WAN
8 11 (1.15%) Wireless
9 10 (1.05%) VLAN
10 7 (0.73%) BGP
10 7 (0.73%) IP Telephony
11 6 (0.63%) OSPF
11 6 (0.63%) Skype
11 6 (0.63%) SMTP
12 5 (0.52%) Intranet
12 5 (0.52%) VPLS
13 4 (0.42%) SSL
13 4 (0.42%) VoIP
13 4 (0.42%) VPN
Database & Business Intelligence
1 101 (10.59%) SQL Server
2 88 (9.22%) Power BI
3 80 (8.39%) Data Warehouse
4 69 (7.23%) Big Data
5 60 (6.29%) SQL Server Analysis Services
6 51 (5.35%) Relational Database
7 49 (5.14%) SQL Server Integration Services
8 46 (4.82%) PostgreSQL
9 38 (3.98%) SQL Server Reporting Services
10 35 (3.67%) Hadoop
11 34 (3.56%) MySQL
12 33 (3.46%) NoSQL
13 21 (2.20%) Microsoft Analysis Services
14 19 (1.99%) QlikView
15 17 (1.78%) Apache Cassandra
16 13 (1.36%) Oracle Reports
17 12 (1.26%) GIS
17 12 (1.26%) Qlik Sense
18 11 (1.15%) Blockchain
18 11 (1.15%) OLAP
Development Applications
1 63 (6.60%) JIRA
2 49 (5.14%) Git (software)
3 28 (2.94%) Team Foundation Server
4 24 (2.52%) Selenium
5 20 (2.10%) Jenkins
5 20 (2.10%) Visual Studio
6 15 (1.57%) Bitbucket
6 15 (1.57%) SpecFlow
7 10 (1.05%) Cucumber
8 8 (0.84%) webpack
9 7 (0.73%) Atlassian Bamboo
9 7 (0.73%) JUnit
10 6 (0.63%) gulp
10 6 (0.63%) Postman
10 6 (0.63%) Subversion
10 6 (0.63%) Visual Studio Team System
11 5 (0.52%) ERwin
11 5 (0.52%) Jasmine
11 5 (0.52%) SQL Server Management Studio (SSMS)
12 4 (0.42%) Android Studio
General
1 359 (37.63%) Finance
2 106 (11.11%) Marketing
3 81 (8.49%) Banking
4 42 (4.40%) Telecoms
5 41 (4.30%) Retail
6 36 (3.77%) Advertising
7 30 (3.14%) Law
8 29 (3.04%) Legal
9 28 (2.94%) Investment Banking
10 17 (1.78%) Public Sector
11 15 (1.57%) Manufacturing
12 13 (1.36%) Financial Institution
12 13 (1.36%) Front Office
13 9 (0.94%) Local Government
14 7 (0.73%) Publishing
15 6 (0.63%) Multimedia
16 4 (0.42%) Automotive
16 4 (0.42%) Games
17 3 (0.31%) French Language
17 3 (0.31%) Pharmaceutical
Job Titles
1 250 (26.21%) Analyst
2 180 (18.87%) Developer
3 71 (7.44%) Business Analyst
4 61 (6.39%) Architect
5 45 (4.72%) Consultant
5 45 (4.72%) Data Engineer
6 38 (3.98%) Java Developer
7 36 (3.77%) Senior Developer
8 34 (3.56%) Data Analyst
9 32 (3.35%) Support Analyst
10 31 (3.25%) Solutions Architect
11 27 (2.83%) Junior
12 25 (2.62%) Lead Developer
13 22 (2.31%) Administrator
13 22 (2.31%) Front End Developer (Client-Side Developer)
13 22 (2.31%) Senior Analyst
13 22 (2.31%) SQL Analyst
14 21 (2.20%) Service Analyst
15 20 (2.10%) .NET Developer
15 20 (2.10%) Python Developer
Libraries, Frameworks & Software Standards
1 90 (9.43%) HTML
2 83 (8.70%) CSS
3 71 (7.44%) .NET
4 49 (5.14%) React
5 40 (4.19%) AngularJS
6 36 (3.77%) HTML5
6 36 (3.77%) Node.js
7 34 (3.56%) XML
8 30 (3.14%) Kafka
9 26 (2.73%) CSS3
9 26 (2.73%) Spring
9 26 (2.73%) Web Services
10 22 (2.31%) Spring Boot
10 22 (2.31%) TensorFlow
11 21 (2.20%) Pandas
11 21 (2.20%) REST
11 21 (2.20%) scikit-learn
12 20 (2.10%) GraphQL
12 20 (2.10%) Keras
13 17 (1.78%) RESTful
Miscellaneous
1 105 (11.01%) Management Information System
2 60 (6.29%) User Experience
3 53 (5.56%) Algorithms
4 51 (5.35%) Data Structures
5 37 (3.88%) Greenfield Project
6 35 (3.67%) Analytical Mindset
7 34 (3.56%) Self-Motivation
8 27 (2.83%) Reinsurance
9 22 (2.31%) Linux Command Line
9 22 (2.31%) Mobile App
10 19 (1.99%) Enterprise Software
10 19 (1.99%) Public Cloud
11 18 (1.89%) Hedge funds
12 17 (1.78%) Fixed Income
13 16 (1.68%) Private Cloud
13 16 (1.68%) Video Conferencing
14 15 (1.57%) Derivative
15 14 (1.47%) Cyberthreat
15 14 (1.47%) Equities
16 11 (1.15%) Cloud Native
Operating Systems
1 108 (11.32%) Windows
2 71 (7.44%) Linux
3 49 (5.14%) Unix
4 23 (2.41%) Windows Server
5 18 (1.89%) Android
6 15 (1.57%) Windows Server 2012
7 14 (1.47%) Windows 10
8 13 (1.36%) Apple iOS
9 10 (1.05%) Windows 7
10 9 (0.94%) Mac OS
11 2 (0.21%) CentOS
11 2 (0.21%) Windows Server 2008
12 1 (0.10%) Mac OS X
12 1 (0.10%) Red Hat Enterprise Linux
12 1 (0.10%) Windows 8
Processes & Methodologies
1 375 (39.31%) Problem-Solving
2 275 (28.83%) Agile Software Development
3 179 (18.76%) Analytics
4 152 (15.93%) Computer Science
5 137 (14.36%) Business Intelligence
6 117 (12.26%) Project Management
7 101 (10.59%) Fintech
8 94 (9.85%) Decision-Making
9 92 (9.64%) DevOps
10 91 (9.54%) Scrum
11 85 (8.91%) User Acceptance Testing
12 76 (7.97%) Data Science
13 75 (7.86%) Machine Learning
13 75 (7.86%) Stakeholder Management
14 68 (7.13%) SDLC
15 67 (7.02%) ITIL
16 65 (6.81%) Mathematics
17 61 (6.39%) Test Automation
18 55 (5.77%) Software Engineering
19 54 (5.66%) Visualisation
Programming Languages
1 263 (27.57%) SQL
2 172 (18.03%) Python
3 153 (16.04%) Java
4 140 (14.68%) JavaScript
5 81 (8.49%) C#
6 60 (6.29%) R
7 58 (6.08%) C++
8 45 (4.72%) Scala
9 44 (4.61%) TypeScript
10 24 (2.52%) VBA
11 23 (2.41%) PowerShell
12 21 (2.20%) Data Analysis Expressions (DAX)
13 20 (2.10%) Java 8
13 20 (2.10%) T-SQL
14 14 (1.47%) C
15 12 (1.26%) Apex Code
15 12 (1.26%) Bash Shell
15 12 (1.26%) VB
16 10 (1.05%) Shell Script
17 9 (0.94%) PHP
Qualifications
1 248 (26.00%) Degree
2 73 (7.65%) Computer Science Degree
3 46 (4.82%) Master's Degree
4 23 (2.41%) PhD
5 17 (1.78%) ISEB
6 16 (1.68%) ISTQB
7 15 (1.57%) PMI Certification
8 12 (1.26%) Cisco Certification
9 11 (1.15%) CCNP
10 10 (1.05%) PMP
11 9 (0.94%) CISSP
11 9 (0.94%) Microsoft Certification
12 8 (0.84%) Numerate Degree
13 6 (0.63%) CISM
14 5 (0.52%) CBAP
14 5 (0.52%) CFA
14 5 (0.52%) CISA
14 5 (0.52%) VMware Certified Professional (VCP)
15 4 (0.42%) JNCIS
15 4 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 48 (5.03%) QA
2 27 (2.83%) Data Quality
3 14 (1.47%) ISO/IEC 27001
4 13 (1.36%) SLA
5 10 (1.05%) GDPR
5 10 (1.05%) PMO
6 5 (0.52%) COBIT
6 5 (0.52%) MiFID
7 4 (0.42%) NIST
8 2 (0.21%) Cyber Essentials
8 2 (0.21%) Cyber Essentials PLUS
8 2 (0.21%) Dodd-Frank
8 2 (0.21%) EMIR
8 2 (0.21%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 2 (0.21%) PCI DSS
8 2 (0.21%) PSD2
9 1 (0.10%) Sarbanes-Oxley
9 1 (0.10%) SEPA
9 1 (0.10%) Solvency II
System Software
1 69 (7.23%) Docker
2 48 (5.03%) Active Directory
3 26 (2.73%) VMware Infrastructure
4 6 (0.63%) Hyper-V
5 5 (0.52%) Virtual Machines
6 4 (0.42%) KVM
6 4 (0.42%) VMware Workstation
6 4 (0.42%) vSphere
6 4 (0.42%) Xen
6 4 (0.42%) XenApp
7 3 (0.31%) ProxySG
8 2 (0.21%) VMware ESXi
9 1 (0.10%) Apache Flume
9 1 (0.10%) Virtual Desktop
Systems Management
1 53 (5.56%) Kubernetes
2 31 (3.25%) Terraform
3 19 (1.99%) Consul
4 12 (1.26%) HP ALM
4 12 (1.26%) HP Quality Center
5 11 (1.15%) Ansible
6 6 (0.63%) Opscode Chef
6 6 (0.63%) Puppet
6 6 (0.63%) SCCM
7 5 (0.52%) Oozie
8 4 (0.42%) FortiGate
9 3 (0.31%) Kibana
9 3 (0.31%) vCenter Server
10 2 (0.21%) AirWatch
10 2 (0.21%) Backup Exec
10 2 (0.21%) Grafana
10 2 (0.21%) Microsoft Intune
10 2 (0.21%) Prometheus
10 2 (0.21%) QRadar
10 2 (0.21%) Single Sign-On
Vendors
1 140 (14.68%) Microsoft
2 57 (5.97%) Salesforce.com
3 56 (5.87%) Google
4 46 (4.82%) Tableau
5 43 (4.51%) Oracle
6 36 (3.77%) VMware
7 22 (2.31%) Atlassian
8 21 (2.20%) Workday
9 20 (2.10%) Veeam
10 16 (1.68%) SAP
11 15 (1.57%) Cisco
12 14 (1.47%) HP
12 14 (1.47%) IFS
12 14 (1.47%) Juniper
13 13 (1.36%) Adobe
14 12 (1.26%) MicroStrategy
15 11 (1.15%) Citrix
16 9 (0.94%) ServiceNow
17 8 (0.84%) Alteryx
18 7 (0.73%) Mapbox