Period
to 21 July 2018

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 21 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 23 25 20
Rank change year-on-year +2 -5 +1
Permanent jobs citing Analytical Skills 985 794 1,227
As % of all permanent IT jobs advertised in the City of London 8.83% 7.68% 9.06%
As % of the Miscellaneous category 18.15% 15.77% 18.75%
Number of salaries quoted 868 707 1,091
City of London median annual salary £60,000 £62,500 £55,000
Median salary % change year-on-year -4.00% +13.64% +5.77%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £92,500 £92,500 £81,250
Central London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +10.00%

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 5,427 5,036 6,544
As % of all permanent IT jobs advertised in the City of London 48.66% 48.69% 48.32%
Number of salaries quoted 4,867 4,513 5,819
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £36,250 £32,500 £33,950
90th Percentile £95,000 £95,000 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Analytical Skills
Job Vacancy Trend in the City of London

Job postings citing Analytical Skills as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Analytical Skills in the City of London over the 6 months to 21 July 2018.

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 21 July 2018. 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 +3 5 £55,000 +4.76%
Analytical Skills
Central London

For the 6 months to 21 July 2018, 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.

1 479 (48.63%) Finance
2 424 (43.05%) Problem-Solving
3 339 (34.42%) SQL
4 261 (26.50%) Agile Software Development
5 257 (26.09%) Degree
6 202 (20.51%) Microsoft
7 183 (18.58%) SQL Server
8 149 (15.13%) Project Management
9 142 (14.42%) C#
10 137 (13.91%) Computer Science
11 131 (13.30%) Banking
12 119 (12.08%) Business Intelligence
13 114 (11.57%) Python
13 114 (11.57%) Microsoft Excel
14 109 (11.07%) JavaScript
14 109 (11.07%) T-SQL
15 108 (10.96%) Java
16 103 (10.46%) Microsoft Azure
17 101 (10.25%) .NET
18 99 (10.05%) Analytics
19 89 (9.04%) CRM
19 89 (9.04%) Stakeholder Management
20 88 (8.93%) Continuous Integration
21 85 (8.63%) OO
21 85 (8.63%) Amazon AWS
21 85 (8.63%) Decision-Making
22 84 (8.53%) Computer Science Degree
23 83 (8.43%) Management Information System
24 80 (8.12%) ITIL
24 80 (8.12%) Business Analysis

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 46 (4.67%) SharePoint
2 28 (2.84%) Apache Spark
3 18 (1.83%) SAS
4 17 (1.73%) CMS
4 17 (1.73%) Confluence
5 13 (1.32%) IIS
6 9 (0.91%) Elasticsearch
6 9 (0.91%) MS Exchange
7 6 (0.61%) WordPress
8 5 (0.51%) Skype for Business
9 4 (0.41%) Exchange Server 2013
9 4 (0.41%) Tomcat
10 3 (0.30%) JBoss
10 3 (0.30%) Umbraco
11 2 (0.20%) Apache Pig
11 2 (0.20%) Apache Solr
11 2 (0.20%) Drupal
11 2 (0.20%) GemFire
11 2 (0.20%) SharePoint 2013
11 2 (0.20%) WebSphere
Applications
1 114 (11.57%) Microsoft Excel
2 54 (5.48%) Microsoft Office
3 49 (4.97%) Microsoft PowerPoint
4 23 (2.34%) MS Visio
5 19 (1.93%) Microsoft Project
6 9 (0.91%) SPSS
7 3 (0.30%) Stata
8 2 (0.20%) Spreadsheet
9 1 (0.10%) Adobe Creative Suite
9 1 (0.10%) EViews
9 1 (0.10%) GNU Octave
9 1 (0.10%) OmniGraffle
9 1 (0.10%) Simulink
Business Applications
1 48 (4.87%) Dynamics CRM
2 13 (1.32%) Salesforce.com CRM
3 12 (1.22%) Dynamics NAV
4 7 (0.71%) Sonata
5 4 (0.41%) Elite 3E
5 4 (0.41%) SAP ERP
5 4 (0.41%) SAP MM
6 3 (0.30%) Dynamics AX
6 3 (0.30%) MetaTrader
7 2 (0.20%) CA PPM
7 2 (0.20%) Cognos TM1
7 2 (0.20%) Oracle Payables
7 2 (0.20%) Payment Gateway
7 2 (0.20%) RMDS
7 2 (0.20%) SAP HCM
7 2 (0.20%) Sentinel
8 1 (0.10%) Actimize
8 1 (0.10%) Remedy ITSM
8 1 (0.10%) thinkFolio
8 1 (0.10%) Veritas eDiscovery
Cloud Services
1 103 (10.46%) Microsoft Azure
2 85 (8.63%) Amazon AWS
3 19 (1.93%) Office 365
4 18 (1.83%) SaaS
5 12 (1.22%) PaaS
6 11 (1.12%) Google Analytics
6 11 (1.12%) IaaS
6 11 (1.12%) Salesforce Sales Cloud
7 8 (0.81%) Adobe Analytics
7 8 (0.81%) Cloud Computing
8 6 (0.61%) Dynamics 365
8 6 (0.61%) Google Cloud Platform
8 6 (0.61%) Salesforce Service Cloud
9 4 (0.41%) Amazon EC2
9 4 (0.41%) Amazon S3
9 4 (0.41%) Mimecast
9 4 (0.41%) Virtual Private Cloud
10 3 (0.30%) Amazon EMR
10 3 (0.30%) Azure Data Factory
10 3 (0.30%) GitHub
Communications & Networking
1 48 (4.87%) Firewall
2 34 (3.45%) Internet
3 26 (2.64%) VPN
3 26 (2.64%) WAN
4 25 (2.54%) Intranet
5 24 (2.44%) Network Security
6 22 (2.23%) DNS
7 21 (2.13%) TCP/IP
8 18 (1.83%) Intrusion Detection
9 17 (1.73%) BGP
9 17 (1.73%) Cisco Nexus
9 17 (1.73%) F5 BIG-IP LTM
9 17 (1.73%) MPLS
9 17 (1.73%) NetScaler
10 16 (1.62%) OSPF
10 16 (1.62%) VPLS
11 15 (1.52%) Cisco ASA
11 15 (1.52%) Cisco IOS
11 15 (1.52%) F5 BIG-IP GTM
11 15 (1.52%) NX-OS
Database & Business Intelligence
1 183 (18.58%) SQL Server
2 72 (7.31%) Data Warehouse
3 60 (6.09%) SQL Server Integration Services
4 55 (5.58%) SQL Server Reporting Services
5 52 (5.28%) Power BI
6 48 (4.87%) Big Data
7 47 (4.77%) SQL Server Analysis Services
8 44 (4.47%) Relational Database
9 42 (4.26%) Hadoop
10 37 (3.76%) NoSQL
11 29 (2.94%) BusinessObjects
12 27 (2.74%) MySQL
13 21 (2.13%) SQL Server 2012
14 20 (2.03%) MongoDB
15 18 (1.83%) OLAP
16 16 (1.62%) SQL Server 2008
17 15 (1.52%) Oracle Database
18 14 (1.42%) Data Mining
18 14 (1.42%) RDBMS
19 13 (1.32%) QlikView
Development Applications
1 56 (5.69%) Git (software)
2 50 (5.08%) JIRA
2 50 (5.08%) Team Foundation Server
3 41 (4.16%) Visual Studio Team System
4 33 (3.35%) Jenkins
4 33 (3.35%) Subversion
5 29 (2.94%) Visual Studio
6 22 (2.23%) NUnit
7 14 (1.42%) Selenium
8 11 (1.12%) TeamCity
9 10 (1.02%) Eclipse
9 10 (1.02%) WebDriver
10 7 (0.71%) Moq
11 5 (0.51%) Cucumber
11 5 (0.51%) Octopus Deploy
12 4 (0.41%) Sonatype Nexus
13 3 (0.30%) Artifactory
13 3 (0.30%) Jasmine
13 3 (0.30%) Mocha
13 3 (0.30%) webpack
General
1 479 (48.63%) Finance
2 131 (13.30%) Banking
3 70 (7.11%) Advertising
4 41 (4.16%) Front Office
5 40 (4.06%) Marketing
6 35 (3.55%) Legal
7 30 (3.05%) Retail
8 29 (2.94%) Investment Banking
9 21 (2.13%) Law
10 20 (2.03%) Financial Institution
10 20 (2.03%) Telecoms
11 17 (1.73%) Back Office
12 16 (1.62%) Publishing
13 11 (1.12%) General Ledger
13 11 (1.12%) Pharmaceutical
14 10 (1.02%) Games
15 4 (0.41%) French Language
15 4 (0.41%) Spanish Language
16 3 (0.30%) Italian Language
16 3 (0.30%) Manufacturing
Job Titles
1 274 (27.82%) Analyst
2 188 (19.09%) Developer
3 90 (9.14%) Business Analyst
4 86 (8.73%) Architect
5 52 (5.28%) Consultant
6 51 (5.18%) Data Analyst
7 44 (4.47%) Project Manager
8 37 (3.76%) Senior Developer
9 33 (3.35%) SQL Developer
10 32 (3.25%) Systems Analyst
11 30 (3.05%) Business Intelligence Developer
11 30 (3.05%) Insurance Business Analyst
11 30 (3.05%) Java Developer
12 29 (2.94%) Solutions Architect
13 27 (2.74%) C# Developer
14 25 (2.54%) Support Analyst
15 24 (2.44%) Data Scientist
16 23 (2.34%) Analyst Developer
16 23 (2.34%) Graduate
17 22 (2.23%) Software Engineer
Libraries, Frameworks & Software Standards
1 101 (10.25%) .NET
2 76 (7.72%) CSS
3 69 (7.01%) Web Services
4 59 (5.99%) HTML
4 59 (5.99%) React
5 56 (5.69%) jQuery
6 51 (5.18%) Twitter Bootstrap
7 50 (5.08%) ASP.NET Web API
8 41 (4.16%) Entity Framework
9 33 (3.35%) .NET Core
10 32 (3.25%) XML
11 31 (3.15%) AngularJS
12 30 (3.05%) Mason
13 28 (2.84%) HTML5
14 27 (2.74%) REST
15 21 (2.13%) JSON
15 21 (2.13%) Middleware
16 18 (1.83%) ASP.NET
16 18 (1.83%) RESTful
17 17 (1.73%) Kafka
Miscellaneous
1 137 (13.91%) Computer Science
2 83 (8.43%) Management Information System
3 73 (7.41%) Fintech
4 63 (6.40%) Self-Motivation
5 53 (5.38%) User Experience
6 43 (4.37%) Greenfield Project
7 41 (4.16%) N-Tier
8 40 (4.06%) Virtual Team
9 37 (3.76%) Analytical Mindset
10 33 (3.35%) Data Structures
11 30 (3.05%) Derivative
12 27 (2.74%) Algorithms
13 26 (2.64%) Foreign Exchange (FX)
14 22 (2.23%) Blackberry
15 18 (1.83%) Equities
16 17 (1.73%) Fixed Income
16 17 (1.73%) Mobile App
16 17 (1.73%) Reinsurance
17 14 (1.42%) Data Centre
18 11 (1.12%) Enterprise Software
Operating Systems
1 79 (8.02%) Windows
2 60 (6.09%) Linux
3 22 (2.23%) Unix
4 21 (2.13%) Windows Server
5 19 (1.93%) Windows 7
6 15 (1.52%) Windows 10
7 11 (1.12%) Android
8 10 (1.02%) Windows Server 2008
9 9 (0.91%) Windows Server 2012
10 8 (0.81%) Apple iOS
11 6 (0.61%) Windows 8
12 2 (0.20%) Mac OS X
12 2 (0.20%) Red Hat Enterprise Linux
12 2 (0.20%) Solaris
12 2 (0.20%) Windows Server 2003
13 1 (0.10%) CentOS
Processes & Methodologies
1 424 (43.05%) Problem-Solving
2 261 (26.50%) Agile Software Development
3 149 (15.13%) Project Management
4 119 (12.08%) Business Intelligence
5 99 (10.05%) Analytics
6 89 (9.04%) CRM
6 89 (9.04%) Stakeholder Management
7 88 (8.93%) Continuous Integration
8 85 (8.63%) Decision-Making
8 85 (8.63%) OO
9 80 (8.12%) Business Analysis
9 80 (8.12%) ITIL
9 80 (8.12%) Mathematics
9 80 (8.12%) Mentoring
10 78 (7.92%) Test Automation
11 74 (7.51%) Data Analysis
12 65 (6.60%) MVC
13 63 (6.40%) Scrum
13 63 (6.40%) Software Engineering
14 62 (6.29%) ETL
Programming Languages
1 339 (34.42%) SQL
2 142 (14.42%) C#
3 114 (11.57%) Python
4 109 (11.07%) JavaScript
4 109 (11.07%) T-SQL
5 108 (10.96%) Java
6 37 (3.76%) R
7 35 (3.55%) C++
8 32 (3.25%) VBA
9 30 (3.05%) C
10 29 (2.94%) PowerShell
11 24 (2.44%) Apex Code
12 21 (2.13%) Scala
13 20 (2.03%) PHP
14 16 (1.62%) Ruby
15 15 (1.52%) Delphi
16 13 (1.32%) Bash Shell
17 7 (0.71%) Perl
17 7 (0.71%) PL/SQL
17 7 (0.71%) Shell Script
Qualifications
1 257 (26.09%) Degree
2 84 (8.53%) Computer Science Degree
3 37 (3.76%) CISSP
4 25 (2.54%) Cisco Certification
5 24 (2.44%) CCNP
6 22 (2.23%) CISM
7 19 (1.93%) DBS Check
8 16 (1.62%) CCIE
8 16 (1.62%) CISA
9 15 (1.52%) ISEB
10 9 (0.91%) PMI Certification
10 9 (0.91%) PRINCE2 Practitioner
11 8 (0.81%) CRISC
11 8 (0.81%) Microsoft Certification
12 7 (0.71%) ITIL Certification
12 7 (0.71%) Security Cleared
13 6 (0.61%) CCNA
13 6 (0.61%) PMP
14 5 (0.51%) CIMA
14 5 (0.51%) PhD
Quality Assurance & Compliance
1 67 (6.80%) QA
2 25 (2.54%) ISO/IEC 27001
3 24 (2.44%) Data Quality
4 19 (1.93%) GDPR
5 13 (1.32%) PMO
6 10 (1.02%) MiFID
6 10 (1.02%) PCI DSS
7 9 (0.91%) SLA
8 8 (0.81%) ISO 22301
9 5 (0.51%) Cyber Essentials
10 4 (0.41%) SEPA
11 3 (0.30%) EMIR
11 3 (0.30%) FATCA
11 3 (0.30%) ISO 9001
11 3 (0.30%) Solvency II
12 2 (0.20%) COBIT
12 2 (0.20%) Cyber Essentials PLUS
12 2 (0.20%) HMG Security Policy Framework
12 2 (0.20%) WAI
13 1 (0.10%) IFRS
System Software
1 37 (3.76%) Active Directory
2 23 (2.34%) VMware Infrastructure
3 13 (1.32%) Docker
4 9 (0.91%) Virtual Desktop
4 9 (0.91%) XenApp
5 6 (0.61%) XenDesktop
6 4 (0.41%) Apache Flume
6 4 (0.41%) HDFS
6 4 (0.41%) Hyper-V
6 4 (0.41%) vSphere
7 3 (0.30%) Virtual Servers
7 3 (0.30%) VMware Workstation
8 2 (0.20%) Apache ZooKeeper
8 2 (0.20%) DFS Replication
8 2 (0.20%) Virtual Machines
9 1 (0.10%) BitLocker
9 1 (0.10%) LXC
9 1 (0.10%) Microsoft App-V
Systems Management
1 14 (1.42%) Puppet
2 12 (1.22%) SCCM
3 9 (0.91%) Ansible
4 7 (0.71%) Mesos
4 7 (0.71%) Terraform
5 6 (0.61%) HP Quality Center
5 6 (0.61%) McAfee ePO
5 6 (0.61%) Nessus
5 6 (0.61%) Single Sign-On
5 6 (0.61%) vCenter Server
6 4 (0.41%) Kubernetes
6 4 (0.41%) Opscode Chef
7 3 (0.30%) HP ALM
7 3 (0.30%) Microsoft Clustering
8 2 (0.20%) Nagios
8 2 (0.20%) NetBackup
8 2 (0.20%) Oozie
9 1 (0.10%) BMC PATROL
9 1 (0.10%) Cisco CUCM
9 1 (0.10%) SCOM
Vendors
1 202 (20.51%) Microsoft
2 56 (5.69%) Tableau
3 53 (5.38%) Salesforce.com
4 50 (5.08%) Oracle
5 39 (3.96%) Nintex
6 33 (3.35%) Citrix
7 29 (2.94%) VMware
8 28 (2.84%) Cisco
9 23 (2.34%) Google
10 18 (1.83%) F5
11 17 (1.73%) CheckPoint
11 17 (1.73%) Juniper
12 15 (1.52%) HP
13 14 (1.42%) SAP
14 13 (1.32%) Alteryx
14 13 (1.32%) Splunk
15 11 (1.12%) Adobe
15 11 (1.12%) MicroStrategy
15 11 (1.12%) Workday
16 9 (0.91%) Capita