Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
Central London > City of London
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 29 25 17
Rank change year-on-year -4 -8 +3
Permanent jobs citing Analytical Skills 722 866 1556
As % of all permanent IT jobs advertised in the City of London 6.94% 7.65% 9.67%
As % of the Miscellaneous category 14.65% 16.12% 20.54%
Number of salaries quoted 637 815 1247
City of London median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £31,717 £31,250 £28,750
90th Percentile £92,500 £85,000 £86,250
Central London median annual salary £55,000 £55,000 £54,000
% change year-on-year - +1.85% +8.00%

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 4928 5373 7576
As % of all permanent IT jobs advertised in the City of London 47.38% 47.46% 47.10%
Number of salaries quoted 4414 4905 6413
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £35,000 £33,500 £33,250
90th Percentile £96,500 £92,500 £91,250
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +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 15 December 2017.

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 15 December 2017. 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 +7 3 - -
Analytical Skills
Central London

For the 6 months to 15 December 2017, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Analytical Skills.

1 374 (51.80%) Finance
2 209 (28.95%) SQL
3 167 (23.13%) Microsoft
4 152 (21.05%) SQL Server
5 148 (20.50%) Agile Software Development
6 133 (18.42%) Analytics
7 126 (17.45%) Degree
8 97 (13.43%) Banking
9 87 (12.05%) ITIL
10 83 (11.50%) SDLC
11 81 (11.22%) C#
12 79 (10.94%) Microsoft Excel
13 77 (10.66%) Project Management
14 76 (10.53%) Java
14 76 (10.53%) .NET
15 74 (10.25%) Python
16 73 (10.11%) JavaScript
17 72 (9.97%) SQL Server Integration Services
18 71 (9.83%) Windows
18 71 (9.83%) Business Intelligence
19 70 (9.70%) Computer Science
20 66 (9.14%) Continuous Improvement
21 64 (8.86%) Stakeholder Management
22 62 (8.59%) Business Analysis
23 60 (8.31%) Visualisation
24 56 (7.76%) ASP.NET
25 53 (7.34%) Mathematics
26 51 (7.06%) OO
27 50 (6.93%) Data Warehouse
27 50 (6.93%) Test Automation

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 30 (4.16%) CMS
2 29 (4.02%) SharePoint
3 26 (3.60%) EPiServer
4 19 (2.63%) Apache Spark
5 11 (1.52%) SAS
6 10 (1.39%) Documentum
7 8 (1.11%) Tomcat
8 7 (0.97%) JBoss
9 5 (0.69%) WebLogic
9 5 (0.69%) WebSphere
10 4 (0.55%) IIS
11 3 (0.42%) MS Exchange
12 2 (0.28%) Apache
12 2 (0.28%) Apache Solr
12 2 (0.28%) Elasticsearch
12 2 (0.28%) Exchange Server 2010
12 2 (0.28%) Skype for Business
12 2 (0.28%) WordPress
13 1 (0.14%) Apache Pig
13 1 (0.14%) GemFire
Applications
1 79 (10.94%) Microsoft Excel
2 49 (6.79%) Microsoft Office
3 25 (3.46%) MS Visio
4 22 (3.05%) Microsoft PowerPoint
5 6 (0.83%) Microsoft Project
6 4 (0.55%) SPSS
7 1 (0.14%) InfoPath
7 1 (0.14%) Spreadsheet
7 1 (0.14%) Stata
Business Applications
1 10 (1.39%) Dynamics NAV
2 6 (0.83%) Dynamics CRM
3 5 (0.69%) Adobe Campaign
3 5 (0.69%) Siebel CRM
4 4 (0.55%) SAP SD
5 3 (0.42%) CA PPM
5 3 (0.42%) MetaTrader
5 3 (0.42%) thinkFolio
6 2 (0.28%) Dynamics AX
6 2 (0.28%) OpenText MBPM
6 2 (0.28%) Remedy ITSM
6 2 (0.28%) RMDS
6 2 (0.28%) SAP S/4HANA
6 2 (0.28%) Temenos T24
7 1 (0.14%) Dynamics GP
7 1 (0.14%) Oracle EBS
7 1 (0.14%) Oracle EBS R12
7 1 (0.14%) SAP FI
7 1 (0.14%) Sentinel
7 1 (0.14%) VisionPLUS
Cloud Services
1 47 (6.51%) Microsoft Azure
2 36 (4.99%) Amazon AWS
3 19 (2.63%) Azure Machine Learning
4 13 (1.80%) Google Analytics
5 12 (1.66%) SaaS
6 10 (1.39%) Office 365
7 9 (1.25%) Salesforce Sales Cloud
8 7 (0.97%) IaaS
9 5 (0.69%) AdWords
9 5 (0.69%) Dynamics 365
10 4 (0.55%) G Suite
10 4 (0.55%) IBM Blueworks
11 3 (0.42%) Adobe Analytics
11 3 (0.42%) Lucidchart
12 2 (0.28%) Amazon S3
12 2 (0.28%) Azure Data Factory
12 2 (0.28%) Google Cloud Platform
12 2 (0.28%) Google Tag Manager
12 2 (0.28%) PaaS
12 2 (0.28%) Virtual Private Cloud
Communications & Networking
1 36 (4.99%) Internet
2 32 (4.43%) Intranet
3 18 (2.49%) Network Security
4 15 (2.08%) Firewall
5 14 (1.94%) TCP/IP
6 11 (1.52%) SAN
7 10 (1.39%) DNS
7 10 (1.39%) LAN
8 9 (1.25%) DHCP
9 8 (1.11%) VPN
10 7 (0.97%) BGP
10 7 (0.97%) HSRP
10 7 (0.97%) IPsec
10 7 (0.97%) OSPF
11 6 (0.83%) VoIP
12 5 (0.69%) 802.11
12 5 (0.69%) Intrusion Detection
12 5 (0.69%) WAN
12 5 (0.69%) Wireless
13 4 (0.55%) DSL
Database & Business Intelligence
1 152 (21.05%) SQL Server
2 72 (9.97%) SQL Server Integration Services
3 50 (6.93%) Data Warehouse
4 48 (6.65%) SQL Server Reporting Services
5 35 (4.85%) SQL Server Analysis Services
6 28 (3.88%) Power BI
7 26 (3.60%) Amazon Redshift
7 26 (3.60%) Oracle BI EE
8 23 (3.19%) SQL Server 2012
9 21 (2.91%) SQL Server 2014
10 20 (2.77%) Hadoop
11 19 (2.63%) Amazon RDS
11 19 (2.63%) QlikView
12 18 (2.49%) Big Data
13 17 (2.35%) Relational Database
13 17 (2.35%) SQL Server 2016
14 11 (1.52%) MongoDB
15 10 (1.39%) BusinessObjects
16 9 (1.25%) Apache Hive
16 9 (1.25%) SQL Server 2008
Development Applications
1 32 (4.43%) Visual Studio
2 16 (2.22%) JIRA
3 14 (1.94%) Team Foundation Server
4 5 (0.69%) Git (software)
4 5 (0.69%) SQL Server Management Studio (SSMS)
4 5 (0.69%) Subversion
5 4 (0.55%) Eclipse
5 4 (0.55%) RStudio
6 3 (0.42%) Jenkins
7 2 (0.28%) Artifactory
7 2 (0.28%) VSS/SourceSafe
8 1 (0.14%) Cucumber
8 1 (0.14%) Jasmine
8 1 (0.14%) JUnit
8 1 (0.14%) Selenium
8 1 (0.14%) SilkPerformer
8 1 (0.14%) SilkTest
General
1 374 (51.80%) Finance
2 97 (13.43%) Banking
3 41 (5.68%) Advertising
4 36 (4.99%) Marketing
4 36 (4.99%) Retail
5 32 (4.43%) Front Office
5 32 (4.43%) Legal
6 27 (3.74%) Investment Banking
7 15 (2.08%) Back Office
8 12 (1.66%) German Language
9 10 (1.39%) Publishing
10 9 (1.25%) Pharmaceutical
11 8 (1.11%) Arabic Language
11 8 (1.11%) Hebrew Language
11 8 (1.11%) Retail Banking
12 6 (0.83%) Billing
12 6 (0.83%) Law
12 6 (0.83%) Telecoms
13 5 (0.69%) Games
14 4 (0.55%) Financial Institution
Job Titles
1 200 (27.70%) Analyst
2 153 (21.19%) Developer
3 77 (10.66%) Business Analyst
4 68 (9.42%) Consultant
5 41 (5.68%) Senior Developer
6 31 (4.29%) C# Developer
7 27 (3.74%) .NET Developer
7 27 (3.74%) C# .NET Developer
8 25 (3.46%) Architect
9 24 (3.32%) Applications Support
9 24 (3.32%) Data Analyst
10 22 (3.05%) Senior C# Developer
11 21 (2.91%) Java Developer
12 20 (2.77%) Analyst Developer
12 20 (2.77%) Business Intelligence Developer
12 20 (2.77%) IT Analyst
12 20 (2.77%) Junior
12 20 (2.77%) Support Analyst
13 19 (2.63%) Senior .NET Developer
13 19 (2.63%) Senior C# .NET Developer
Libraries, Frameworks & Software Standards
1 76 (10.53%) .NET
2 56 (7.76%) ASP.NET
3 35 (4.85%) ASP.NET MVC
4 33 (4.57%) Web Services
5 31 (4.29%) .NET Framework
6 28 (3.88%) HTML
7 27 (3.74%) AngularJS
8 23 (3.19%) Mason
9 22 (3.05%) Entity Framework
10 21 (2.91%) ASP.NET MVC 3
10 21 (2.91%) ASP.NET Web Forms
10 21 (2.91%) CSS
11 15 (2.08%) React
12 14 (1.94%) jQuery
13 13 (1.80%) HTML5
13 13 (1.80%) Node.js
14 11 (1.52%) Kafka
15 10 (1.39%) FIX Protocol
16 8 (1.11%) Dojo
16 8 (1.11%) Ext JS
Miscellaneous
1 70 (9.70%) Computer Science
2 29 (4.02%) Management Information System
3 26 (3.60%) User Experience
4 22 (3.05%) Fintech
5 21 (2.91%) Algorithms
5 21 (2.91%) Greenfield Project
6 19 (2.63%) Fixed Income
6 19 (2.63%) Foreign Exchange (FX)
7 15 (2.08%) Data Structures
7 15 (2.08%) Reinsurance
8 14 (1.94%) Virtual Team
9 13 (1.80%) Analytical Mindset
9 13 (1.80%) Equities
10 12 (1.66%) Derivative
11 10 (1.39%) Clustering
11 10 (1.39%) Data Centre
11 10 (1.39%) Hedge funds
12 8 (1.11%) Cyber Attack
13 7 (0.97%) Life Science
13 7 (0.97%) Mobile App
Operating Systems
1 71 (9.83%) Windows
2 33 (4.57%) Linux
3 21 (2.91%) Windows Server
4 14 (1.94%) Unix
5 11 (1.52%) Windows 7
6 10 (1.39%) Windows 10
7 6 (0.83%) Windows Server 2003
8 4 (0.55%) Android
8 4 (0.55%) Windows Server 2008
8 4 (0.55%) Windows XP
9 3 (0.42%) Windows 8
9 3 (0.42%) Windows Server 2012
10 2 (0.28%) Mac OS X
10 2 (0.28%) Red Hat Enterprise Linux
11 1 (0.14%) Apple iOS
11 1 (0.14%) Windows 2000
Processes & Methodologies
1 148 (20.50%) Agile Software Development
2 133 (18.42%) Analytics
3 87 (12.05%) ITIL
4 83 (11.50%) SDLC
5 77 (10.66%) Project Management
6 71 (9.83%) Business Intelligence
7 66 (9.14%) Continuous Improvement
8 64 (8.86%) Stakeholder Management
9 62 (8.59%) Business Analysis
10 60 (8.31%) Visualisation
11 53 (7.34%) Mathematics
12 51 (7.06%) OO
13 50 (6.93%) Test Automation
14 48 (6.65%) Data Modelling
15 47 (6.51%) User Acceptance Testing
16 44 (6.09%) Web Development
17 41 (5.68%) Change Management
18 37 (5.12%) OOD
19 36 (4.99%) Content Management
20 35 (4.85%) MVC
Programming Languages
1 209 (28.95%) SQL
2 81 (11.22%) C#
3 76 (10.53%) Java
4 74 (10.25%) Python
5 73 (10.11%) JavaScript
6 43 (5.96%) R
7 37 (5.12%) T-SQL
8 25 (3.46%) C
8 25 (3.46%) C++
9 19 (2.63%) PHP
10 18 (2.49%) VBA
11 15 (2.08%) Scala
12 10 (1.39%) Apex Code
13 9 (1.25%) Haskell
13 9 (1.25%) TypeScript
14 8 (1.11%) VB.NET
15 7 (0.97%) PowerShell
16 5 (0.69%) Perl
17 4 (0.55%) Shell Script
17 4 (0.55%) VB
Qualifications
1 126 (17.45%) Degree
2 38 (5.26%) Computer Science Degree
3 14 (1.94%) ISEB
4 12 (1.66%) Siebel Certification
5 11 (1.52%) PhD
6 10 (1.39%) CISSP
6 10 (1.39%) GCIH
6 10 (1.39%) GIAC
7 9 (1.25%) CCNP
7 9 (1.25%) Cisco Certification
7 9 (1.25%) Numerate Degree
8 8 (1.11%) CCIE
8 8 (1.11%) CREST Certified
8 8 (1.11%) Master's Degree
9 7 (0.97%) CIMA
10 4 (0.55%) CISM
10 4 (0.55%) Six Sigma Master Black Belt
11 3 (0.42%) IIBA
11 3 (0.42%) ISTQB
11 3 (0.42%) Security Cleared
Quality Assurance & Compliance
1 38 (5.26%) QA
2 22 (3.05%) Data Quality
3 16 (2.22%) PMO
4 10 (1.39%) SLA
5 8 (1.11%) GDPR
6 7 (0.97%) ISO/IEC 27001
6 7 (0.97%) MiFID
7 5 (0.69%) COBIT
8 4 (0.55%) GxP
8 4 (0.55%) PCI DSS
9 3 (0.42%) Actionable Recommendations
10 2 (0.28%) COSO
10 2 (0.28%) EMIR
10 2 (0.28%) FATCA
10 2 (0.28%) IFRS
10 2 (0.28%) NIST 800
10 2 (0.28%) PMBOK
10 2 (0.28%) PSD2
10 2 (0.28%) SEPA
11 1 (0.14%) UCITS
System Software
1 20 (2.77%) Active Directory
2 11 (1.52%) Hyper-V
3 10 (1.39%) VMware Infrastructure
4 7 (0.97%) HDFS
5 3 (0.42%) Apache ZooKeeper
5 3 (0.42%) Docker
6 2 (0.28%) Apache Flume
6 2 (0.28%) Virtual Desktop
6 2 (0.28%) Virtual Machines
7 1 (0.14%) BitLocker
7 1 (0.14%) Kamailio
7 1 (0.14%) VMware ESXi
7 1 (0.14%) vSphere
7 1 (0.14%) XenApp
Systems Management
1 19 (2.63%) SCCM
2 4 (0.55%) Backup Exec
3 3 (0.42%) Puppet
3 3 (0.42%) SCOM
4 2 (0.28%) Host Intrusion Detection System
4 2 (0.28%) Kubernetes
4 2 (0.28%) logstash
4 2 (0.28%) McAfee ePO
4 2 (0.28%) Microsoft Clustering
4 2 (0.28%) Opscode Chef
4 2 (0.28%) Rancher
4 2 (0.28%) vCenter Server
5 1 (0.14%) AirWatch
5 1 (0.14%) Ansible
5 1 (0.14%) Consul
5 1 (0.14%) Grafana
5 1 (0.14%) Graphite
5 1 (0.14%) Oozie
5 1 (0.14%) Riemann
5 1 (0.14%) Rundeck
Vendors
1 167 (23.13%) Microsoft
2 46 (6.37%) Tableau
3 42 (5.82%) Salesforce.com
4 35 (4.85%) Sun
5 32 (4.43%) OpenText
6 31 (4.29%) Siebel
7 27 (3.74%) Oracle
8 25 (3.46%) Google
9 23 (3.19%) Cisco
9 23 (3.19%) VMware
10 22 (3.05%) Alteryx
10 22 (3.05%) Citrix
11 15 (2.08%) SAP
12 12 (1.66%) HP
13 10 (1.39%) Adobe
13 10 (1.39%) CODA
13 10 (1.39%) Cognos
14 9 (1.25%) IBM
14 9 (1.25%) Palo Alto
15 8 (1.11%) SunGard