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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Analytics
London / City of London
Rank 31 31 40
Rank change year-on-year 0 +9  
Permanent jobs citing Analytics 292 444 526
As % of all permanent IT jobs advertised in the City of London 5.83% 6.32% 5.20%
As % of the Processes & Methodologies category 6.45% 7.00% 5.92%
Number of salaries quoted 273 406 441
Median salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.28%  
90% offered a salary of more than £42,500 £41,000 £32,500
10% offered a salary of more than £92,500 £90,000 £90,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4527 6340 8881
As % of all permanent IT job vacancies advertised in the City of London 90.36% 90.21% 87.81%
Number of salaries quoted 4133 5640 7475
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,000 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 23 March 2017.

Salary histogram for Analytics in the City of London

Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 23 March 2017, 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.

1 233 (37.10%) SQL
2 178 (28.34%) Finance
3 158 (25.16%) Business Intelligence
4 145 (23.09%) Python
5 139 (22.13%) Degree
6 135 (21.50%) Big Data
6 135 (21.50%) Data Analytics
7 125 (19.90%) Agile Software Development
8 118 (18.79%) Analytical Skills
9 103 (16.40%) Mathematics
10 99 (15.76%) Hadoop
11 98 (15.61%) SQL Server
12 92 (14.65%) R
13 91 (14.49%) Java
14 88 (14.01%) Visualisation
15 83 (13.22%) Marketing
16 82 (13.06%) Computer Science
16 82 (13.06%) Machine Learning
17 78 (12.42%) ETL
18 71 (11.31%) Web Analytics
19 70 (11.15%) Mentoring
20 69 (10.99%) Stakeholder Management
21 66 (10.51%) Data Warehouse
22 63 (10.03%) Tableau
23 62 (9.87%) Linux
23 62 (9.87%) JavaScript
23 62 (9.87%) HTML
24 59 (9.39%) SQL Server Integration Services
25 57 (9.08%) Retail
26 56 (8.92%) Apache Spark

Analytics
Top Related 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 56 (8.92%) Apache Spark
2 38 (6.05%) SAS
3 12 (1.91%) CMS
3 12 (1.91%) SharePoint
4 11 (1.75%) Apache Pig
4 11 (1.75%) Elasticsearch
5 6 (0.96%) Apache
5 6 (0.96%) IIS
5 6 (0.96%) Sitecore CMS
5 6 (0.96%) WebSphere
6 5 (0.80%) Drupal
6 5 (0.80%) Umbraco
7 4 (0.64%) Apache Solr
8 2 (0.32%) Adobe Experience Manager
8 2 (0.32%) BizTalk Server
8 2 (0.32%) Cloud Foundry
8 2 (0.32%) Marvel
8 2 (0.32%) WordPress
9 1 (0.16%) JBoss
9 1 (0.16%) Tomcat
Applications
1 25 (3.98%) MS Excel
2 17 (2.71%) MS Office
3 14 (2.23%) SPSS
4 6 (0.96%) MS Visio
5 5 (0.80%) MS PowerPoint
6 2 (0.32%) Gephi
6 2 (0.32%) MS Project
7 1 (0.16%) Adobe Creative Suite
7 1 (0.16%) Adobe Illustrator
7 1 (0.16%) Adobe Premiere
7 1 (0.16%) InVision
7 1 (0.16%) Photoshop
7 1 (0.16%) Spreadsheet
Business Applications
1 17 (2.71%) Cognos Business Intelligence
2 16 (2.55%) Cognos Planning
3 6 (0.96%) Siebel Analytics
4 4 (0.64%) Bloomberg TOMS
5 3 (0.48%) Magento
5 3 (0.48%) Raiser's Edge
5 3 (0.48%) WebTrends
6 2 (0.32%) Adobe Campaign
6 2 (0.32%) Maximo
6 2 (0.32%) Oracle TCA
7 1 (0.16%) Dynamics AX
7 1 (0.16%) Eloqua
7 1 (0.16%) FastStats
7 1 (0.16%) NetSuite
7 1 (0.16%) Payment Gateway
7 1 (0.16%) SAP ERP
7 1 (0.16%) Workday HCM
Cloud Services
1 42 (6.69%) Google Analytics
2 39 (6.21%) Amazon AWS
3 36 (5.73%) Microsoft Azure
4 26 (4.14%) SaaS
5 13 (2.07%) Adobe Analytics
6 9 (1.43%) Google Cloud Platform
7 7 (1.11%) AdWords
7 7 (1.11%) Data Lake Analytics
8 5 (0.80%) Amazon S3
8 5 (0.80%) Force.com
8 5 (0.80%) GitHub
9 4 (0.64%) IaaS
10 3 (0.48%) IBM Cloud
10 3 (0.48%) PaaS
11 2 (0.32%) AdSense
11 2 (0.32%) Amazon EC2
11 2 (0.32%) Bluemix
11 2 (0.32%) Cloud Computing
11 2 (0.32%) NUVI
11 2 (0.32%) SuccessFactors
Communications & Networking
1 20 (3.18%) Internet
2 9 (1.43%) Intrusion Detection
3 7 (1.11%) Wireshark
4 5 (0.80%) Firewall
4 5 (0.80%) HTTP
4 5 (0.80%) Network Security
4 5 (0.80%) TCP/IP
5 4 (0.64%) DHCP
5 4 (0.64%) DNS
5 4 (0.64%) Wireless
6 3 (0.48%) Cisco Nexus
7 2 (0.32%) FTP
7 2 (0.32%) HTTPS
7 2 (0.32%) VoIP
8 1 (0.16%) GPRS
8 1 (0.16%) PPP
8 1 (0.16%) Unified Communications
Database & Business Intelligence
1 135 (21.50%) Big Data
2 99 (15.76%) Hadoop
3 98 (15.61%) SQL Server
4 66 (10.51%) Data Warehouse
5 59 (9.39%) SQL Server Integration Services
6 47 (7.48%) Data Mining
7 40 (6.37%) Apache Hive
8 38 (6.05%) SQL Server Reporting Services
9 33 (5.25%) NoSQL
10 29 (4.62%) Relational Database
10 29 (4.62%) SQL Server Analysis Services
11 25 (3.98%) QlikView
12 24 (3.82%) Apache Cassandra
13 20 (3.18%) BusinessObjects
13 20 (3.18%) Power BI
14 17 (2.71%) MongoDB
15 16 (2.55%) Cognos Analysis Studio
15 16 (2.55%) Cognos Event Studio
15 16 (2.55%) Cognos Framework Manager
15 16 (2.55%) Cognos Report Studio
Development Applications
1 25 (3.98%) Git (software)
2 21 (3.34%) JIRA
3 16 (2.55%) SQL Server Management Studio (SSMS)
4 13 (2.07%) Jenkins
5 11 (1.75%) Subversion
6 9 (1.43%) Visual Studio
7 8 (1.27%) Selenium
8 7 (1.11%) Team Foundation Server
9 6 (0.96%) Cucumber
10 5 (0.80%) Ant
10 5 (0.80%) Capybara
10 5 (0.80%) JMeter
10 5 (0.80%) SoapUI
10 5 (0.80%) Talend Open Studio
10 5 (0.80%) WATIR
10 5 (0.80%) WebDriver
11 4 (0.64%) Maven
12 3 (0.48%) TeamCity
12 3 (0.48%) Vagrant
13 2 (0.32%) Karma Test Runner
General
1 178 (28.34%) Finance
2 83 (13.22%) Marketing
3 57 (9.08%) Retail
4 45 (7.17%) Banking
5 44 (7.01%) Front Office
6 27 (4.30%) Advertising
7 23 (3.66%) Legal
8 22 (3.50%) Games
9 17 (2.71%) Publishing
10 8 (1.27%) Financial Institution
11 7 (1.11%) Brand Awareness
11 7 (1.11%) Telecoms
12 5 (0.80%) Back Office
12 5 (0.80%) French Language
13 4 (0.64%) Pharmaceutical
14 3 (0.48%) Automotive
14 3 (0.48%) Investment Banking
15 2 (0.32%) German Language
15 2 (0.32%) Music Industry
16 1 (0.16%) Corporate Banking
Job Titles
1 138 (21.97%) Analyst
2 113 (17.99%) Developer
3 62 (9.87%) Consultant
4 54 (8.60%) Architect
5 53 (8.44%) Business Analyst
5 53 (8.44%) Data Scientist
6 34 (5.41%) Data Analyst
7 25 (3.98%) Java Developer
8 24 (3.82%) Data Consultant
9 23 (3.66%) Enterprise Architect
10 22 (3.50%) Data Engineer
11 21 (3.34%) Business Intelligence Analyst
12 20 (3.18%) Senior Developer
13 17 (2.71%) Senior Data Scientist
14 16 (2.55%) Business Intelligence Specialist
14 16 (2.55%) Cognos Specialist
14 16 (2.55%) SQL Analyst
15 14 (2.23%) Business Intelligence Developer
15 14 (2.23%) Data Architect
15 14 (2.23%) Support Analyst
Libraries, Frameworks & Software Standards
1 62 (9.87%) HTML
2 49 (7.80%) .NET
3 36 (5.73%) CSS
4 34 (5.41%) Web Services
5 24 (3.82%) jQuery
5 24 (3.82%) MDX
6 22 (3.50%) HTML5
7 19 (3.03%) FIX Protocol
7 19 (3.03%) XML
8 17 (2.71%) D3.js
9 15 (2.39%) SOAP
10 14 (2.23%) REST
11 13 (2.07%) Natural Language Processing
11 13 (2.07%) RESTful
12 12 (1.91%) AngularJS
12 12 (1.91%) Symfony
13 11 (1.75%) JSON
14 10 (1.59%) Ajax
15 9 (1.43%) .NET Framework
15 9 (1.43%) Regular Expression
Miscellaneous
1 118 (18.79%) Analytical Skills
2 82 (13.06%) Computer Science
3 40 (6.37%) Algorithms
3 40 (6.37%) Credit Risk
4 37 (5.89%) Fintech
5 24 (3.82%) Fixed Income
6 23 (3.66%) User Experience
7 18 (2.87%) Data Structures
8 16 (2.55%) Social Media
9 14 (2.23%) Derivative
10 13 (2.07%) Enterprise Software
10 13 (2.07%) Mobile App
11 9 (1.43%) Management Information System
12 8 (1.27%) Clustering
13 7 (1.11%) Foreign Exchange (FX)
14 6 (0.96%) FMCG
14 6 (0.96%) Reinsurance
15 5 (0.80%) Credit Derivative
15 5 (0.80%) Data Centre
15 5 (0.80%) Market Risk
Operating Systems
1 62 (9.87%) Linux
2 37 (5.89%) Unix
3 34 (5.41%) Windows
4 15 (2.39%) Windows Server
5 9 (1.43%) Windows Server 2012
6 6 (0.96%) CentOS
7 5 (0.80%) Android
7 5 (0.80%) Apple iOS
8 4 (0.64%) Windows Server 2008
9 3 (0.48%) Windows Mobile
10 1 (0.16%) Mac OS X
10 1 (0.16%) Red Hat Enterprise Linux
Processes & Methodologies
1 158 (25.16%) Business Intelligence
2 135 (21.50%) Data Analytics
3 125 (19.90%) Agile Software Development
4 103 (16.40%) Mathematics
5 88 (14.01%) Visualisation
6 82 (13.06%) Machine Learning
7 78 (12.42%) ETL
8 71 (11.31%) Web Analytics
9 70 (11.15%) Mentoring
10 69 (10.99%) Stakeholder Management
11 51 (8.12%) E-Commerce
12 43 (6.85%) Statistics
13 41 (6.53%) Data Analysis
13 41 (6.53%) Data Modelling
14 40 (6.37%) Data Visualisation
15 39 (6.21%) Software Engineering
16 38 (6.05%) Information Security
17 35 (5.57%) IT Strategy
17 35 (5.57%) Scrum
18 34 (5.41%) Product Management
Programming Languages
1 233 (37.10%) SQL
2 145 (23.09%) Python
3 92 (14.65%) R
4 91 (14.49%) Java
5 62 (9.87%) JavaScript
6 43 (6.85%) T-SQL
7 42 (6.69%) C#
8 39 (6.21%) Scala
9 36 (5.73%) C++
10 23 (3.66%) Perl
11 20 (3.18%) PHP
12 18 (2.87%) PowerShell
13 17 (2.71%) Shell Script
14 14 (2.23%) Ruby
14 14 (2.23%) VBA
15 13 (2.07%) VB
16 11 (1.75%) Data Analysis Expressions (DAX)
17 10 (1.59%) MATLAB
17 10 (1.59%) VBScript
18 6 (0.96%) PL/SQL
Qualifications
1 139 (22.13%) Degree
2 45 (7.17%) PhD
3 21 (3.34%) Postgraduate
4 16 (2.55%) ISEB
5 6 (0.96%) Microsoft Certification
6 5 (0.80%) MCSE
7 4 (0.64%) Cisco Certification
8 3 (0.48%) CCDP
8 3 (0.48%) CCNP
8 3 (0.48%) Security Cleared
9 2 (0.32%) CIMA
9 2 (0.32%) CISA
9 2 (0.32%) MCP
9 2 (0.32%) PMI Certification
10 1 (0.16%) (ISC)2 CCSP
10 1 (0.16%) ACCA
10 1 (0.16%) CCSP
10 1 (0.16%) CISM
10 1 (0.16%) CISSP
10 1 (0.16%) DV Cleared
Quality Assurance & Compliance
1 28 (4.46%) QA
2 18 (2.87%) Data Quality
3 3 (0.48%) SLA
4 2 (0.32%) IAS 39
4 2 (0.32%) IFRS
4 2 (0.32%) IFRS 9
4 2 (0.32%) PMO
5 1 (0.16%) COREP
5 1 (0.16%) Dodd-Frank
5 1 (0.16%) MiFID
5 1 (0.16%) Solvency II
System Software
1 16 (2.55%) Docker
2 13 (2.07%) Active Directory
3 6 (0.96%) HDFS
4 5 (0.80%) Apache Flume
5 4 (0.64%) Hyper-V
6 3 (0.48%) Virtual Machines
6 3 (0.48%) VMware Infrastructure
7 1 (0.16%) KVM
7 1 (0.16%) VirtualBox
Systems Management
1 10 (1.59%) Puppet
2 9 (1.43%) Opscode Chef
3 7 (1.11%) Ansible
4 5 (0.80%) HP Quality Center
4 5 (0.80%) Kubernetes
4 5 (0.80%) Piwik
5 4 (0.64%) SCCM
6 3 (0.48%) logstash
6 3 (0.48%) SCOM
6 3 (0.48%) Terraform
7 2 (0.32%) Rancher
7 2 (0.32%) Tivoli
8 1 (0.16%) Consul
8 1 (0.16%) Hadoop YARN
8 1 (0.16%) Mesos
8 1 (0.16%) WSUS
Vendors
1 63 (10.03%) Tableau
2 54 (8.60%) Microsoft
3 51 (8.12%) Google
4 34 (5.41%) Oracle
5 28 (4.46%) Cognos
6 22 (3.50%) SAP
7 18 (2.87%) Adobe
8 17 (2.71%) Salesforce.com
9 15 (2.39%) MicroStrategy
10 14 (2.23%) IBM
11 10 (1.59%) Cloudera
11 10 (1.59%) Red Hat
12 9 (1.43%) Hortonworks
12 9 (1.43%) Splunk
12 9 (1.43%) Teradata
13 7 (1.11%) CheckPoint
13 7 (1.11%) FireEye
13 7 (1.11%) Palo Alto
13 7 (1.11%) Sitecore
13 7 (1.11%) Varonis
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 16 hours ago
City, London
Quant Capital
Salary: Up to £90,000 per annum Bonus Medical Pension
Posted: Yesterday
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 16 hours ago
City, London
Talent International
Salary: £35000 - £40000 per annum + full coverage, 25hol,Bonus,laptop
Posted: 12 hours ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 13 hours ago
City, London
Recommend Recruitment
Salary: From £50,000 to £60,000 per annum bonus, healthcare, pension, life ass
Posted: Yesterday
City, London
Oliver James Associates
Salary: £35000 - £50000 per annum
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £65,000 per annum Bonus Medical Pension
Posted: Yesterday
City, London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: Yesterday
City, London
Schroders plc
Posted: 2 days ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £95,000 + excellent package
Posted: 3 days ago
City, London
Darwin Recruitment
Salary: £55000 - £70000 per annum
Posted: Yesterday
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 6 days ago
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
City, London
Premier Media
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 per annum
Posted: 3 days ago
City, London
Digital Gurus
Salary: £40000 - £55000 Per Annum Benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000 + excellent package
Posted: 6 days ago
City, London
Harrington Starr
Salary: £28000 - £32000 per annum + Bonus + Benefits + Training
Posted: 6 days ago
City, London
Ampersand Consulting
Salary: £55000 - £75000 per annum + Car Allowance, Bonus and Pension
Posted: 3 days ago
City, London
Engage PSG
Salary: £45000 - £55000 per annum + Company Benefits Scheme
Posted: 6 days ago
City, London
Explore Recruitment Solutions
Salary: £30000 - £35000 per annum
Posted: 4 days ago
City, London
McGregor Boyall
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits
Posted: 6 days ago