Period
to 19 November 2018

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 19 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
London > Central London
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 27 30 24
Rank change year-on-year +3 -6 -6
Permanent jobs citing Analytical Skills 1,113 933 1,105
As % of all permanent IT jobs advertised in Central London 7.93% 6.80% 7.73%
As % of the Miscellaneous category 16.17% 14.35% 16.15%
Number of salaries quoted 1,003 829 1,012
Central London median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +4.76%
10th Percentile £32,500 £31,500 £30,000
90th Percentile £85,000 £91,500 £80,000
London median annual salary £60,000 £57,500 £55,000
% 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 6,884 6,503 6,842
As % of all permanent IT jobs advertised in Central London 49.05% 47.41% 47.86%
Number of salaries quoted 6,165 5,735 6,204
Central London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £36,250 £33,850 £32,500
90th Percentile £95,000 £95,000 £87,500
London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 19 November 2018.

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 19 November 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
City of London 0 861 £60,000 +4.35% 151
West End of London +1 51 £35,000 -30.00% 30
City of Westminster +8 25 £70,000 - 1
Camden +1 12 £43,500 -13.00% 1
Southwark +36 9 £50,000 -11.11%
Kensington and Chelsea -4 1 - -
Analytical Skills
London

For the 6 months to 19 November 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 Central London region with a requirement for Analytical Skills.

1 541 (48.61%) Problem-Solving
2 524 (47.08%) Finance
3 348 (31.27%) SQL
4 304 (27.31%) Agile Software Development
5 270 (24.26%) Degree
6 225 (20.22%) Microsoft
7 183 (16.44%) Project Management
8 176 (15.81%) SQL Server
9 167 (15.00%) C#
10 144 (12.94%) Python
11 140 (12.58%) Analytics
12 137 (12.31%) Banking
13 133 (11.95%) JavaScript
13 133 (11.95%) Computer Science
14 132 (11.86%) Microsoft Azure
15 129 (11.59%) .NET
16 127 (11.41%) Windows
17 120 (10.78%) Stakeholder Management
18 114 (10.24%) Java
19 107 (9.61%) Mathematics
19 107 (9.61%) Business Analysis
20 105 (9.43%) Amazon AWS
20 105 (9.43%) Business Intelligence
21 104 (9.34%) Decision-Making
22 102 (9.16%) Linux
23 101 (9.07%) T-SQL
24 94 (8.45%) Microsoft Excel
25 92 (8.27%) Scrum
26 90 (8.09%) OO
27 89 (8.00%) Mentoring

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 64 (5.75%) SharePoint
2 33 (2.96%) Apache Spark
3 24 (2.16%) SAS
4 22 (1.98%) MS Exchange
5 17 (1.53%) Confluence
6 15 (1.35%) Exchange Server 2013
6 15 (1.35%) IIS
7 14 (1.26%) Elasticsearch
8 13 (1.17%) Exchange Server 2010
9 10 (0.90%) CMS
10 7 (0.63%) WordPress
11 5 (0.45%) Apache
11 5 (0.45%) Exchange Server 2003
11 5 (0.45%) Skype for Business
12 3 (0.27%) Apache Pig
12 3 (0.27%) BizTalk Server
12 3 (0.27%) Tomcat
13 2 (0.18%) ArcGIS
13 2 (0.18%) OpenStack
13 2 (0.18%) SharePoint 2013
Applications
1 94 (8.45%) Microsoft Excel
2 74 (6.65%) Microsoft Office
3 51 (4.58%) Microsoft PowerPoint
3 51 (4.58%) MS Visio
4 22 (1.98%) Microsoft Project
5 4 (0.36%) InVision
5 4 (0.36%) Spreadsheet
6 3 (0.27%) Adobe Illustrator
6 3 (0.27%) Photoshop
6 3 (0.27%) SPSS
6 3 (0.27%) UserZoom
7 2 (0.18%) GNU Octave
7 2 (0.18%) OmniGraffle
8 1 (0.090%) Adobe Creative Suite
8 1 (0.090%) AutoCAD
8 1 (0.090%) Flinto
8 1 (0.090%) HipChat
8 1 (0.090%) InDesign
8 1 (0.090%) Maya
8 1 (0.090%) Stata
Business Applications
1 45 (4.04%) Dynamics CRM
2 6 (0.54%) Magento
3 4 (0.36%) Dynamics NAV
3 4 (0.36%) Elite 3E
4 3 (0.27%) Dynamics AX
4 3 (0.27%) NetSuite
5 2 (0.18%) Payment Gateway
5 2 (0.18%) Salesforce.com CRM
5 2 (0.18%) SAP HCM
5 2 (0.18%) Sonata
5 2 (0.18%) WebTrends
6 1 (0.090%) Actimize
6 1 (0.090%) iTrent
6 1 (0.090%) Markit EDM
6 1 (0.090%) Sage CRM
6 1 (0.090%) SAP CO
6 1 (0.090%) SAP FI
6 1 (0.090%) SAP FI/CO
6 1 (0.090%) Workday HCM
6 1 (0.090%) Workfront
Cloud Services
1 132 (11.86%) Microsoft Azure
2 105 (9.43%) Amazon AWS
3 29 (2.61%) Office 365
4 24 (2.16%) SaaS
5 22 (1.98%) GitHub
6 21 (1.89%) Amazon EC2
7 16 (1.44%) Google Analytics
8 13 (1.17%) Serverless
9 10 (0.90%) AWS CloudFormation
9 10 (0.90%) Azure Data Factory
9 10 (0.90%) Google Cloud Platform
10 9 (0.81%) Amazon CloudWatch
10 9 (0.81%) Amazon S3
11 8 (0.72%) Cloud Computing
11 8 (0.72%) PaaS
11 8 (0.72%) Virtual Private Cloud
12 7 (0.63%) AWS Lambda
12 7 (0.63%) NuGet
13 6 (0.54%) Azure Functions
13 6 (0.54%) Salesforce Sales Cloud
Communications & Networking
1 48 (4.31%) Firewall
2 31 (2.79%) VPN
3 29 (2.61%) Internet
4 25 (2.25%) WAN
5 24 (2.16%) DNS
6 23 (2.07%) Network Security
6 23 (2.07%) SAN
6 23 (2.07%) TCP/IP
7 21 (1.89%) MPLS
8 19 (1.71%) Cisco Nexus
8 19 (1.71%) F5 BIG-IP LTM
9 18 (1.62%) NetScaler
10 16 (1.44%) BGP
10 16 (1.44%) OSPF
11 15 (1.35%) Cisco ASA
11 15 (1.35%) DHCP
11 15 (1.35%) VPLS
12 14 (1.26%) Cisco IOS
12 14 (1.26%) F5 BIG-IP GTM
12 14 (1.26%) NX-OS
Database & Business Intelligence
1 176 (15.81%) SQL Server
2 73 (6.56%) Data Warehouse
3 64 (5.75%) SQL Server Integration Services
4 62 (5.57%) SQL Server Reporting Services
5 55 (4.94%) Big Data
6 51 (4.58%) Hadoop
7 46 (4.13%) SQL Server Analysis Services
8 40 (3.59%) Power BI
9 32 (2.88%) Relational Database
10 31 (2.79%) NoSQL
11 25 (2.25%) BusinessObjects
12 24 (2.16%) SQL Server 2008
13 22 (1.98%) MySQL
14 19 (1.71%) MongoDB
15 17 (1.53%) Apache Hive
15 17 (1.53%) Data Lake
16 16 (1.44%) Crystal Reports
16 16 (1.44%) SQL Server 2016
17 15 (1.35%) SQL Server 2012
18 14 (1.26%) QlikView
Development Applications
1 85 (7.64%) Team Foundation Server
2 52 (4.67%) JIRA
3 49 (4.40%) Visual Studio Team System
4 48 (4.31%) Visual Studio
5 40 (3.59%) Git (software)
6 38 (3.41%) Jenkins
7 34 (3.05%) TeamCity
8 26 (2.34%) Subversion
9 23 (2.07%) Octopus Deploy
10 22 (1.98%) Selenium
11 17 (1.53%) WebDriver
12 16 (1.44%) Maven
13 9 (0.81%) Eclipse
13 9 (0.81%) gulp
13 9 (0.81%) webpack
14 8 (0.72%) Cucumber
14 8 (0.72%) Grunt
14 8 (0.72%) Jasmine
14 8 (0.72%) Sonatype Nexus
14 8 (0.72%) SpecFlow
General
1 524 (47.08%) Finance
2 137 (12.31%) Banking
3 77 (6.92%) Marketing
4 68 (6.11%) Retail
5 43 (3.86%) Advertising
6 26 (2.34%) Games
6 26 (2.34%) Telecoms
7 25 (2.25%) Financial Institution
8 24 (2.16%) Legal
9 23 (2.07%) Law
10 21 (1.89%) Front Office
11 20 (1.80%) Back Office
12 13 (1.17%) Investment Banking
13 12 (1.08%) Retail Banking
14 9 (0.81%) Pharmaceutical
15 8 (0.72%) General Ledger
16 5 (0.45%) Corporate Banking
16 5 (0.45%) Electronics
17 4 (0.36%) Manufacturing
18 3 (0.27%) Publishing
Job Titles
1 305 (27.40%) Analyst
2 191 (17.16%) Developer
3 125 (11.23%) Business Analyst
4 87 (7.82%) Architect
5 63 (5.66%) Project Manager
6 61 (5.48%) Consultant
7 48 (4.31%) Data Analyst
7 48 (4.31%) SQL Developer
8 44 (3.95%) Graduate
9 43 (3.86%) Data Scientist
9 43 (3.86%) Insurance Business Analyst
10 39 (3.50%) Infrastructure Engineer
10 39 (3.50%) Support Analyst
11 38 (3.41%) Senior Developer
12 35 (3.14%) C# Developer
13 32 (2.88%) Java Developer
14 30 (2.70%) Applications Support
14 30 (2.70%) Senior Manager
15 29 (2.61%) .NET Developer
15 29 (2.61%) Product Manager
Libraries, Frameworks & Software Standards
1 129 (11.59%) .NET
2 85 (7.64%) CSS
3 65 (5.84%) React
4 64 (5.75%) HTML
5 60 (5.39%) Web Services
6 54 (4.85%) ASP.NET Web API
7 53 (4.76%) jQuery
8 44 (3.95%) Twitter Bootstrap
9 41 (3.68%) Entity Framework
10 40 (3.59%) XML
11 36 (3.23%) ASP.NET
12 34 (3.05%) .NET Core
13 30 (2.70%) AngularJS
14 29 (2.61%) REST
15 24 (2.16%) HTML5
16 23 (2.07%) .NET Framework
16 23 (2.07%) Kafka
17 19 (1.71%) Node.js
18 18 (1.62%) CSS3
18 18 (1.62%) RESTful
Miscellaneous
1 133 (11.95%) Computer Science
2 75 (6.74%) User Experience
3 70 (6.29%) Fintech
4 61 (5.48%) Management Information System
5 59 (5.30%) Self-Motivation
6 38 (3.41%) N-Tier
7 37 (3.32%) Analytical Mindset
8 35 (3.14%) Data Structures
8 35 (3.14%) Virtual Team
9 29 (2.61%) Mobile App
10 26 (2.34%) Data Centre
11 25 (2.25%) Derivative
12 24 (2.16%) Algorithms
13 22 (1.98%) Reinsurance
14 20 (1.80%) Hedge funds
15 19 (1.71%) Greenfield Project
16 16 (1.44%) PMI
17 14 (1.26%) SWIFT
18 12 (1.08%) Foreign Exchange (FX)
19 10 (0.90%) Equities
Operating Systems
1 127 (11.41%) Windows
2 102 (9.16%) Linux
3 58 (5.21%) Windows Server
4 31 (2.79%) Red Hat Enterprise Linux
5 29 (2.61%) Unix
6 18 (1.62%) Windows 10
6 18 (1.62%) Windows 7
7 11 (0.99%) Apple iOS
8 10 (0.90%) Android
8 10 (0.90%) Windows Server 2008
9 7 (0.63%) Amazon Linux
9 7 (0.63%) Ubuntu
9 7 (0.63%) Windows Server 2012
10 4 (0.36%) Windows 2000 Server
10 4 (0.36%) Windows Vista
11 3 (0.27%) Windows 8
12 2 (0.18%) CentOS
12 2 (0.18%) Mac OS
12 2 (0.18%) Mac OS X
12 2 (0.18%) Windows Server 2003
Processes & Methodologies
1 541 (48.61%) Problem-Solving
2 304 (27.31%) Agile Software Development
3 183 (16.44%) Project Management
4 140 (12.58%) Analytics
5 120 (10.78%) Stakeholder Management
6 107 (9.61%) Business Analysis
6 107 (9.61%) Mathematics
7 105 (9.43%) Business Intelligence
8 104 (9.34%) Decision-Making
9 92 (8.27%) Scrum
10 90 (8.09%) OO
11 89 (8.00%) Mentoring
12 82 (7.37%) CRM
12 82 (7.37%) MVC
12 82 (7.37%) Test Automation
13 81 (7.28%) Continuous Integration
14 69 (6.20%) Data Modelling
15 67 (6.02%) Data Analysis
16 66 (5.93%) Change Management
16 66 (5.93%) SDLC
Programming Languages
1 348 (31.27%) SQL
2 167 (15.00%) C#
3 144 (12.94%) Python
4 133 (11.95%) JavaScript
5 114 (10.24%) Java
6 101 (9.07%) T-SQL
7 57 (5.12%) R
8 53 (4.76%) C++
9 46 (4.13%) C
10 40 (3.59%) PowerShell
11 29 (2.61%) VBA
12 28 (2.52%) Scala
13 23 (2.07%) Bash Shell
14 22 (1.98%) VB.NET
15 18 (1.62%) Java 8
16 16 (1.44%) Perl
17 15 (1.35%) Ruby
18 14 (1.26%) PHP
19 10 (0.90%) Shell Script
20 9 (0.81%) Data Analysis Expressions (DAX)
Qualifications
1 270 (24.26%) Degree
2 72 (6.47%) Computer Science Degree
3 29 (2.61%) CISSP
4 26 (2.34%) Cisco Certification
5 22 (1.98%) CCNP
5 22 (1.98%) PMI Certification
6 21 (1.89%) ISEB
7 17 (1.53%) Microsoft Certification
8 16 (1.44%) ISTQB
9 15 (1.35%) CCIE
9 15 (1.35%) CISM
10 12 (1.08%) PhD
11 11 (0.99%) CISA
11 11 (0.99%) PMP
12 9 (0.81%) MBA
12 9 (0.81%) MCSE
13 7 (0.63%) CREST Certified
13 7 (0.63%) Security Cleared
14 6 (0.54%) MCSA
15 5 (0.45%) SC Cleared
Quality Assurance & Compliance
1 82 (7.37%) QA
2 47 (4.22%) PMO
3 28 (2.52%) Data Quality
4 20 (1.80%) GDPR
5 15 (1.35%) ISO/IEC 27001
6 13 (1.17%) SLA
7 8 (0.72%) ISO 20022
7 8 (0.72%) SEPA
8 3 (0.27%) COBIT
8 3 (0.27%) Cyber Essentials
8 3 (0.27%) ISO 9001
8 3 (0.27%) MiFID
9 2 (0.18%) Actionable Recommendations
9 2 (0.18%) EMIR
9 2 (0.18%) FATCA
9 2 (0.18%) HMG Security Policy Framework
9 2 (0.18%) PCI DSS
9 2 (0.18%) WAI
10 1 (0.090%) Cyber Essentials PLUS
10 1 (0.090%) Sarbanes-Oxley
System Software
1 67 (6.02%) Active Directory
2 25 (2.25%) VMware Infrastructure
3 18 (1.62%) Docker
4 14 (1.26%) XenApp
5 11 (0.99%) Hyper-V
6 10 (0.90%) Apache ZooKeeper
6 10 (0.90%) HDFS
7 6 (0.54%) VMware ESXi
8 4 (0.36%) VMware Workstation
9 3 (0.27%) Apache Flume
9 3 (0.27%) Virtual Desktop
9 3 (0.27%) vSphere
9 3 (0.27%) XenDesktop
10 2 (0.18%) DFS Replication
10 2 (0.18%) Microsoft App-V
11 1 (0.090%) BitLocker
11 1 (0.090%) RHEV
11 1 (0.090%) VMware NSX
11 1 (0.090%) XenServer
Systems Management
1 25 (2.25%) Ansible
2 22 (1.98%) Puppet
3 12 (1.08%) SCCM
4 10 (0.90%) Kibana
5 8 (0.72%) logstash
6 6 (0.54%) Grafana
6 6 (0.54%) Opscode Chef
7 5 (0.45%) Kubernetes
7 5 (0.45%) McAfee ePO
7 5 (0.45%) Terraform
7 5 (0.45%) WSUS
8 4 (0.36%) Mesos
8 4 (0.36%) Nessus
9 3 (0.27%) Cisco Prime
9 3 (0.27%) NetBackup
9 3 (0.27%) Oozie
10 2 (0.18%) Cisco CUCM
10 2 (0.18%) Control-M
10 2 (0.18%) SCOM
10 2 (0.18%) SCOrch
Vendors
1 225 (20.22%) Microsoft
2 65 (5.84%) Tableau
3 49 (4.40%) Cisco
4 40 (3.59%) Oracle
5 38 (3.41%) Nintex
6 34 (3.05%) Google
6 34 (3.05%) VMware
7 33 (2.96%) Salesforce.com
8 32 (2.88%) Citrix
9 25 (2.25%) Red Hat
10 23 (2.07%) NetApp
11 21 (1.89%) CheckPoint
12 20 (1.80%) F5
13 19 (1.71%) Juniper
14 18 (1.62%) HP
15 17 (1.53%) Splunk
16 16 (1.44%) EqualLogic
17 15 (1.35%) EMC
17 15 (1.35%) SAP
18 11 (0.99%) Informatica