Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 19 January 2018 with a comparison to the same period in the previous 2 years.

Analytics
Central London > City of London
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 36 32 32
Rank change year-on-year -4 0 +13
Permanent jobs citing Analytics 657 715 876
As % of all permanent IT jobs advertised in the City of London 6.27% 6.73% 6.11%
As % of the Processes & Methodologies category 6.90% 7.54% 6.82%
Number of salaries quoted 591 631 769
City of London median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +4.35%
10th Percentile £37,500 £36,250 £33,750
90th Percentile £95,000 £105,000 £100,000
Central London median annual salary £62,500 £58,000 £60,000
% change year-on-year +7.76% -3.33% +4.35%

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,523 9,481 12,850
As % of all permanent IT jobs advertised in the City of London 90.83% 89.20% 89.62%
Number of salaries quoted 8,497 8,622 11,315
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £36,250 £35,000
90th Percentile £95,000 £92,500 £90,000
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Analytics
Job Vacancy Trend in the City of London

Job postings citing Analytics as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Analytics in the City of London

Analytics
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in the City of London.

Salary trend for Analytics in the City of London

Analytics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Analytics in the City of London over the 6 months to 19 January 2018.

Salary histogram for Analytics in the City of London

Analytics
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 Analytics within the City of London region over the 6 months to 19 January 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 - 7 £62,500 -
Moorgate - 4 £90,000 -
Analytics
Central London

For the 6 months to 19 January 2018, IT jobs citing Analytics 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 Analytics.

1 263 (40.03%) SQL
2 237 (36.07%) Finance
3 203 (30.90%) Business Intelligence
4 189 (28.77%) Agile Software Development
5 138 (21.00%) Python
6 137 (20.85%) Big Data
7 128 (19.48%) Analytical Skills
8 125 (19.03%) Data Analytics
9 122 (18.57%) JavaScript
9 122 (18.57%) SQL Server
10 117 (17.81%) Microsoft Azure
11 115 (17.50%) C#
12 112 (17.05%) Microsoft
13 100 (15.22%) Java
14 99 (15.07%) .NET
15 94 (14.31%) Hadoop
16 91 (13.85%) Visualisation
17 90 (13.70%) Amazon AWS
18 88 (13.39%) Machine Learning
18 88 (13.39%) ETL
18 88 (13.39%) SQL Server Reporting Services
19 87 (13.24%) Degree
20 84 (12.79%) Tableau
21 83 (12.63%) R
22 82 (12.48%) Data Warehouse
23 75 (11.42%) Power BI
24 73 (11.11%) Data Modelling
24 73 (11.11%) Google
25 72 (10.96%) SQL Server Integration Services
26 70 (10.65%) Mathematics

Analytics
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 68 (10.35%) Apache Spark
2 46 (7.00%) CMS
3 26 (3.96%) SAS
4 22 (3.35%) WordPress
5 20 (3.04%) BizTalk Server
6 19 (2.89%) Apache
6 19 (2.89%) SharePoint
7 11 (1.67%) Elasticsearch
8 7 (1.07%) Apache Pig
9 5 (0.76%) Sitecore CMS
10 4 (0.61%) ArcGIS
10 4 (0.61%) ColdFusion
11 3 (0.46%) Apache Solr
12 2 (0.30%) Apache Geronimo
12 2 (0.30%) JBoss
12 2 (0.30%) SharePoint 2013
12 2 (0.30%) Tomcat
12 2 (0.30%) WebLogic
12 2 (0.30%) WebSphere
12 2 (0.30%) WildFly
Applications
1 54 (8.22%) Microsoft Excel
2 21 (3.20%) Microsoft Office
3 17 (2.59%) Microsoft PowerPoint
4 16 (2.44%) SPSS
5 7 (1.07%) Photoshop
6 6 (0.91%) Spreadsheet
7 2 (0.30%) Adobe Illustrator
7 2 (0.30%) Stata
8 1 (0.15%) Adobe Captivate
8 1 (0.15%) Adobe Creative Suite
8 1 (0.15%) Adobe Premiere
8 1 (0.15%) HipChat
8 1 (0.15%) InDesign
8 1 (0.15%) InfoPath
8 1 (0.15%) MS Visio
Business Applications
1 12 (1.83%) Dynamics AX
2 7 (1.07%) Dynamics CRM
3 4 (0.61%) Adobe Campaign
4 3 (0.46%) Payment Gateway
5 2 (0.30%) Magento
5 2 (0.30%) Oracle EBS
6 1 (0.15%) FastStats PeopleStage
6 1 (0.15%) NetSuite
6 1 (0.15%) Oracle EBS R12
6 1 (0.15%) Oracle SCM
6 1 (0.15%) SAP BPC
6 1 (0.15%) Summit
6 1 (0.15%) Unica
Cloud Services
1 117 (17.81%) Microsoft Azure
2 90 (13.70%) Amazon AWS
3 48 (7.31%) Google Analytics
4 23 (3.50%) Serverless
5 20 (3.04%) Azure Data Factory
5 20 (3.04%) Azure Machine Learning
5 20 (3.04%) Cloud Computing
6 18 (2.74%) Cortana Intelligence Suite
7 16 (2.44%) AWS Lambda
8 14 (2.13%) Google Cloud Platform
9 13 (1.98%) PaaS
10 12 (1.83%) IaaS
10 12 (1.83%) SaaS
11 11 (1.67%) AdWords
12 9 (1.37%) Office 365
13 8 (1.22%) Google Tag Manager
14 7 (1.07%) Amazon EC2
15 6 (0.91%) AWS CloudFormation
16 5 (0.76%) Amazon CloudWatch
16 5 (0.76%) Amazon S3
Communications & Networking
1 7 (1.07%) BGP
1 7 (1.07%) Network Security
1 7 (1.07%) OSPF
2 6 (0.91%) 802.11
2 6 (0.91%) HSRP
2 6 (0.91%) IPsec
2 6 (0.91%) TCP/IP
3 5 (0.76%) HTTP
4 3 (0.46%) Internet
4 3 (0.46%) SMS
5 2 (0.30%) Broadband
5 2 (0.30%) SAN
6 1 (0.15%) BIG-IP
6 1 (0.15%) DNS
6 1 (0.15%) Firewall
6 1 (0.15%) Intranet
6 1 (0.15%) LAN
6 1 (0.15%) MPLS
6 1 (0.15%) WAN
6 1 (0.15%) Wi-Fi
Database & Business Intelligence
1 137 (20.85%) Big Data
2 122 (18.57%) SQL Server
3 94 (14.31%) Hadoop
4 88 (13.39%) SQL Server Reporting Services
5 82 (12.48%) Data Warehouse
6 75 (11.42%) Power BI
7 72 (10.96%) SQL Server Integration Services
8 66 (10.05%) NoSQL
9 35 (5.33%) Data Lake
10 31 (4.72%) SQL Server Analysis Services
11 30 (4.57%) Apache Hive
12 29 (4.41%) MongoDB
13 27 (4.11%) Data Mining
14 25 (3.81%) MySQL
15 23 (3.50%) Apache Cassandra
16 22 (3.35%) QlikView
17 21 (3.20%) Amazon Redshift
17 21 (3.20%) SQL Server 2012
18 19 (2.89%) Amazon RDS
19 16 (2.44%) Azure SQL Database
Development Applications
1 56 (8.52%) Git (software)
2 26 (3.96%) Visual Studio
3 14 (2.13%) JIRA
4 11 (1.67%) SQL Server Management Studio (SSMS)
4 11 (1.67%) Visual Studio Team System
5 10 (1.52%) RStudio
5 10 (1.52%) Subversion
6 7 (1.07%) Jenkins
7 5 (0.76%) git-flow
7 5 (0.76%) Mocha
8 4 (0.61%) Axure RP
8 4 (0.61%) Maven
9 3 (0.46%) Selenium
9 3 (0.46%) SoapUI
10 2 (0.30%) Babel
10 2 (0.30%) Grunt
10 2 (0.30%) Jasmine
10 2 (0.30%) Moq
10 2 (0.30%) MSTest
10 2 (0.30%) Team Foundation Server
General
1 237 (36.07%) Finance
2 69 (10.50%) Marketing
3 67 (10.20%) Banking
4 34 (5.18%) Front Office
4 34 (5.18%) Legal
5 33 (5.02%) Publishing
6 29 (4.41%) Law
7 26 (3.96%) Retail
8 24 (3.65%) Advertising
9 21 (3.20%) Financial Institution
10 16 (2.44%) Investment Banking
11 10 (1.52%) Games
12 9 (1.37%) Telecoms
13 8 (1.22%) Back Office
14 6 (0.91%) Retail Banking
15 3 (0.46%) Manufacturing
15 3 (0.46%) Multimedia
16 2 (0.30%) Billing
17 1 (0.15%) Aerospace
17 1 (0.15%) Mandarin Language
Job Titles
1 172 (26.18%) Developer
2 101 (15.37%) Analyst
3 48 (7.31%) Consultant
4 47 (7.15%) Data Scientist
5 44 (6.70%) Architect
6 35 (5.33%) Business Intelligence Developer
7 32 (4.87%) Senior Developer
8 27 (4.11%) Data Manager
9 26 (3.96%) Business Analyst
10 23 (3.50%) Solutions Architect
10 23 (3.50%) Systems Analyst
11 22 (3.35%) SSIS Developer
11 22 (3.35%) SSRS Developer
12 21 (3.20%) PHP Developer
12 21 (3.20%) Senior Manager
13 20 (3.04%) C# Developer
13 20 (3.04%) Data Analyst
13 20 (3.04%) Software Engineer
14 19 (2.89%) Business Intelligence Consultant
14 19 (2.89%) Data Engineer
Libraries, Frameworks & Software Standards
1 99 (15.07%) .NET
2 64 (9.74%) HTML
3 53 (8.07%) ASP.NET
4 50 (7.61%) CSS
5 47 (7.15%) AngularJS
6 33 (5.02%) jQuery
6 33 (5.02%) REST
7 25 (3.81%) React
8 24 (3.65%) Angular 2
8 24 (3.65%) ASP.NET Web API
9 23 (3.50%) ASP.NET MVC
10 21 (3.20%) HTML5
10 21 (3.20%) Web Services
11 19 (2.89%) .NET Framework
11 19 (2.89%) Node.js
11 19 (2.89%) RESTful
12 18 (2.74%) Kafka
13 14 (2.13%) XML
14 13 (1.98%) WCF
14 13 (1.98%) WPF
Miscellaneous
1 128 (19.48%) Analytical Skills
2 63 (9.59%) Computer Science
3 48 (7.31%) User Experience
4 45 (6.85%) Fintech
5 39 (5.94%) Algorithms
6 31 (4.72%) Mobile App
7 30 (4.57%) Data Structures
8 24 (3.65%) Management Information System
9 23 (3.50%) Greenfield Project
10 20 (3.04%) Equities
10 20 (3.04%) Social Media
11 11 (1.67%) Virtual Team
12 10 (1.52%) Credit Risk
12 10 (1.52%) Fixed Income
13 9 (1.37%) Robotics
14 8 (1.22%) Data Centre
14 8 (1.22%) Foreign Exchange (FX)
15 7 (1.07%) Analytical Mindset
15 7 (1.07%) Market Risk
16 5 (0.76%) Hedge funds
Operating Systems
1 33 (5.02%) Linux
2 22 (3.35%) Windows
3 5 (0.76%) Apple iOS
4 4 (0.61%) Unix
5 2 (0.30%) Android
5 2 (0.30%) Mac OS X
5 2 (0.30%) Ubuntu
6 1 (0.15%) CentOS
6 1 (0.15%) DC/OS
6 1 (0.15%) Windows 10
6 1 (0.15%) Windows 7
6 1 (0.15%) Windows Server
6 1 (0.15%) Windows Server 2008
6 1 (0.15%) Windows Server 2012
Processes & Methodologies
1 203 (30.90%) Business Intelligence
2 189 (28.77%) Agile Software Development
3 125 (19.03%) Data Analytics
4 91 (13.85%) Visualisation
5 88 (13.39%) ETL
5 88 (13.39%) Machine Learning
6 73 (11.11%) Data Modelling
7 70 (10.65%) Mathematics
8 59 (8.98%) Data Management
9 54 (8.22%) MVC
9 54 (8.22%) Software Engineering
10 51 (7.76%) Data Analysis
11 45 (6.85%) Scrum
12 44 (6.70%) Data Visualisation
13 40 (6.09%) E-Commerce
14 38 (5.78%) CRM
14 38 (5.78%) Stakeholder Management
14 38 (5.78%) Web Development
15 37 (5.63%) Data Architecture
15 37 (5.63%) Statistics
Programming Languages
1 263 (40.03%) SQL
2 138 (21.00%) Python
3 122 (18.57%) JavaScript
4 115 (17.50%) C#
5 100 (15.22%) Java
6 83 (12.63%) R
7 45 (6.85%) T-SQL
8 41 (6.24%) Scala
9 31 (4.72%) C++
10 30 (4.57%) PHP
11 19 (2.89%) PHP 7
12 14 (2.13%) MATLAB
12 14 (2.13%) PowerShell
12 14 (2.13%) VBA
13 11 (1.67%) Perl
14 10 (1.52%) C
15 8 (1.22%) Bash Shell
15 8 (1.22%) ES6
16 6 (0.91%) TypeScript
16 6 (0.91%) U-SQL
Qualifications
1 87 (13.24%) Degree
2 33 (5.02%) PhD
3 13 (1.98%) Computer Science Degree
4 9 (1.37%) MBA
5 7 (1.07%) CISSP
5 7 (1.07%) Security Cleared
6 6 (0.91%) CCIE
6 6 (0.91%) CCNP
6 6 (0.91%) Cisco Certification
7 5 (0.76%) Master's Degree
7 5 (0.76%) Microsoft Certification
7 5 (0.76%) Numerate Degree
8 3 (0.46%) DV Cleared
8 3 (0.46%) ISEB
9 2 (0.30%) MCSE
9 2 (0.30%) SC Cleared
10 1 (0.15%) ITIL Certification
10 1 (0.15%) MCSA
10 1 (0.15%) PMI Certification
10 1 (0.15%) PMP
Quality Assurance & Compliance
1 36 (5.48%) Data Quality
2 14 (2.13%) GDPR
2 14 (2.13%) QA
3 7 (1.07%) PMO
4 6 (0.91%) Solvency II
5 4 (0.61%) SLA
6 3 (0.46%) GCP
7 1 (0.15%) Actionable Recommendations
7 1 (0.15%) Dodd-Frank
7 1 (0.15%) EMIR
7 1 (0.15%) FATCA
7 1 (0.15%) IFRS
7 1 (0.15%) IFRS 9
7 1 (0.15%) ISO/IEC 27001
7 1 (0.15%) MiFID
System Software
1 18 (2.74%) Docker
2 11 (1.67%) Apache Flume
2 11 (1.67%) HDFS
3 7 (1.07%) Active Directory
4 6 (0.91%) Virtual Machines
5 2 (0.30%) Apache ZooKeeper
5 2 (0.30%) VMware Infrastructure
6 1 (0.15%) Hyper-V
6 1 (0.15%) LXC
Systems Management
1 8 (1.22%) Hadoop YARN
1 8 (1.22%) Mesos
2 4 (0.61%) Ansible
2 4 (0.61%) Opscode Chef
3 3 (0.46%) Kubernetes
3 3 (0.46%) Puppet
3 3 (0.46%) Terraform
4 2 (0.30%) Grafana
5 1 (0.15%) Docker Swarm
5 1 (0.15%) HP Data Protector
5 1 (0.15%) logstash
5 1 (0.15%) Microsoft Intune
5 1 (0.15%) NetApp OnCommand
5 1 (0.15%) Packer
5 1 (0.15%) Prometheus
5 1 (0.15%) Simpana
Vendors
1 112 (17.05%) Microsoft
2 84 (12.79%) Tableau
3 73 (11.11%) Google
4 24 (3.65%) Alteryx
5 19 (2.89%) Oracle
6 16 (2.44%) IBM
7 14 (2.13%) Salesforce.com
8 13 (1.98%) Adobe
9 7 (1.07%) F5
9 7 (1.07%) Juniper
9 7 (1.07%) Splunk
10 6 (0.91%) Autodesk
10 6 (0.91%) Cisco
10 6 (0.91%) Cloudera
10 6 (0.91%) IFS
10 6 (0.91%) Palo Alto
10 6 (0.91%) Sitecore
10 6 (0.91%) Talend
11 5 (0.76%) Capita
11 5 (0.76%) New Relic