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 26 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
London / City of London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 43 54 30
Rank change year-on-year +11 -24  
Permanent jobs citing Analytics 279 308 635
As % of all permanent IT jobs advertised in the City of London 5.33% 4.90% 6.15%
As % of the Processes & Methodologies category 5.97% 5.41% 6.89%
Number of salaries quoted 231 284 499
Median salary £57,500 £61,500 £57,500
Median salary % change year-on-year -6.50% +6.95%  
90% offered a salary of more than £33,000 £40,000 £35,000
10% offered a salary of more than £90,000 £92,500 £90,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

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 4674 5696 9220
As % of all permanent IT job vacancies advertised in the City of London 89.25% 90.60% 89.24%
Number of salaries quoted 4129 5199 7893
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 £40,000 £40,000 £39,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 26 June 2017.

Salary histogram for Analytics in the City of London

For the 6 months to 26 June 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.

1 216 (37.89%) Finance
2 212 (37.19%) SQL
3 159 (27.89%) Python
4 150 (26.32%) Agile Software Development
5 146 (25.61%) Business Intelligence
6 124 (21.75%) Data Analytics
7 122 (21.40%) Big Data
8 113 (19.82%) Degree
9 105 (18.42%) Marketing
10 100 (17.54%) SQL Server
11 96 (16.84%) R
11 96 (16.84%) Analytical Skills
12 95 (16.67%) JavaScript
13 91 (15.96%) HTML
14 89 (15.61%) Machine Learning
15 87 (15.26%) Java
16 82 (14.39%) Microsoft
17 72 (12.63%) Retail
17 72 (12.63%) Tableau
17 72 (12.63%) Hadoop
18 71 (12.46%) Data Warehouse
19 65 (11.40%) CSS
19 65 (11.40%) Mathematics
20 63 (11.05%) Google
21 57 (10.00%) Visualisation
22 54 (9.47%) .NET
22 54 (9.47%) ETL
22 54 (9.47%) Computer Science
23 53 (9.30%) Data Modelling
23 53 (9.30%) Scala

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 44 (7.72%) Apache Spark
2 25 (4.39%) SAS
3 12 (2.11%) CMS
4 9 (1.58%) Sitecore CMS
5 8 (1.40%) EPiServer
6 7 (1.23%) SharePoint
7 5 (0.88%) Apache
7 5 (0.88%) Apache Solr
7 5 (0.88%) Elasticsearch
8 4 (0.70%) IIS
8 4 (0.70%) WebSphere
9 3 (0.53%) Apache Pig
10 2 (0.35%) Drupal
10 2 (0.35%) Marvel
11 1 (0.18%) Adobe Experience Manager
11 1 (0.18%) JBoss
11 1 (0.18%) Joomla!
11 1 (0.18%) Tomcat
11 1 (0.18%) Umbraco
11 1 (0.18%) WordPress
Applications
1 47 (8.25%) Microsoft Excel
2 14 (2.46%) SPSS
3 10 (1.75%) Microsoft Office
3 10 (1.75%) Microsoft PowerPoint
4 6 (1.05%) Spreadsheet
5 4 (0.70%) MS Visio
6 3 (0.53%) Microsoft Project
7 1 (0.18%) Adobe Creative Suite
7 1 (0.18%) Gephi
7 1 (0.18%) InVision
Business Applications
1 11 (1.93%) Eloqua
2 9 (1.58%) Siebel Analytics
3 5 (0.88%) Cognos Business Intelligence
3 5 (0.88%) Dynamics CRM
4 4 (0.70%) FastStats
4 4 (0.70%) Oracle EBS
5 3 (0.53%) Magento
5 3 (0.53%) NetSuite
5 3 (0.53%) Oracle Assets
5 3 (0.53%) Oracle E-Business Tax
5 3 (0.53%) Oracle FAH
5 3 (0.53%) Oracle Financials
5 3 (0.53%) Oracle General Ledger
5 3 (0.53%) Oracle Internet Expenses
5 3 (0.53%) Oracle iProcurement
5 3 (0.53%) Oracle Payables
5 3 (0.53%) Oracle Receivables
5 3 (0.53%) Oracle Subledger Accounting
6 2 (0.35%) Maximo
6 2 (0.35%) SAP ERP
Cloud Services
1 51 (8.95%) Microsoft Azure
2 47 (8.25%) Amazon AWS
2 47 (8.25%) Google Analytics
3 21 (3.68%) Google Cloud Platform
4 19 (3.33%) SaaS
5 14 (2.46%) Adobe Analytics
6 6 (1.05%) Cloud Computing
6 6 (1.05%) Salesforce Service Cloud
7 5 (0.88%) AdWords
7 5 (0.88%) Force.com
8 4 (0.70%) Google Tag Manager
8 4 (0.70%) PaaS
9 3 (0.53%) Amazon S3
9 3 (0.53%) Azure Machine Learning
9 3 (0.53%) GitHub
9 3 (0.53%) IaaS
10 2 (0.35%) AdSense
10 2 (0.35%) Azure Data Factory
10 2 (0.35%) Data Lake Analytics
11 1 (0.18%) IBM Cloud
Communications & Networking
1 5 (0.88%) DNS
1 5 (0.88%) TCP/IP
2 4 (0.70%) DHCP
3 3 (0.53%) Cisco Nexus
3 3 (0.53%) Firewall
3 3 (0.53%) HTTP
3 3 (0.53%) Internet
3 3 (0.53%) Network Security
4 2 (0.35%) BGP
4 2 (0.35%) BIG-IP
4 2 (0.35%) HTTPS
4 2 (0.35%) Intrusion Detection
4 2 (0.35%) Junos
4 2 (0.35%) MPLS
4 2 (0.35%) OSPF
4 2 (0.35%) VLAN
5 1 (0.18%) GPRS
5 1 (0.18%) LAN
5 1 (0.18%) SNMP
5 1 (0.18%) SSL
Database & Business Intelligence
1 122 (21.40%) Big Data
2 100 (17.54%) SQL Server
3 72 (12.63%) Hadoop
4 71 (12.46%) Data Warehouse
5 47 (8.25%) NoSQL
6 44 (7.72%) SQL Server Reporting Services
7 38 (6.67%) SQL Server Integration Services
8 37 (6.49%) Data Mining
9 31 (5.44%) Power BI
10 27 (4.74%) QlikView
11 26 (4.56%) BusinessObjects
12 25 (4.39%) MongoDB
13 24 (4.21%) Apache Hive
13 24 (4.21%) SQL Server Analysis Services
14 21 (3.68%) Apache Cassandra
15 20 (3.51%) BigQuery
15 20 (3.51%) Oracle BI EE
16 16 (2.81%) SQL Server 2012
17 15 (2.63%) MySQL
17 15 (2.63%) Relational Database
Development Applications
1 27 (4.74%) JIRA
2 25 (4.39%) Git (software)
3 22 (3.86%) Visual Studio
4 10 (1.75%) Talend Open Studio
4 10 (1.75%) TeamCity
5 9 (1.58%) Team Foundation Server
6 8 (1.40%) Karma Test Runner
6 8 (1.40%) Protractor
7 7 (1.23%) Bower
7 7 (1.23%) gulp
7 7 (1.23%) Mocha
7 7 (1.23%) Octopus Deploy
7 7 (1.23%) Selenium
7 7 (1.23%) Sinon.JS
8 6 (1.05%) Jenkins
9 5 (0.88%) Ant
9 5 (0.88%) Subversion
10 4 (0.70%) SpecFlow
11 3 (0.53%) MSTest
11 3 (0.53%) SoapUI
General
1 216 (37.89%) Finance
2 105 (18.42%) Marketing
3 72 (12.63%) Retail
4 44 (7.72%) Banking
5 33 (5.79%) Advertising
6 29 (5.09%) Games
7 26 (4.56%) Front Office
8 22 (3.86%) Legal
9 11 (1.93%) Financial Institution
9 11 (1.93%) Publishing
10 10 (1.75%) Telecoms
11 6 (1.05%) Pharmaceutical
12 5 (0.88%) Investment Banking
13 4 (0.70%) Back Office
13 4 (0.70%) Retail Banking
14 3 (0.53%) Automotive
14 3 (0.53%) Brand Awareness
15 1 (0.18%) Billing
15 1 (0.18%) Manufacturing
15 1 (0.18%) Wholesale Banking
Job Titles
1 117 (20.53%) Analyst
2 105 (18.42%) Developer
3 55 (9.65%) Consultant
4 51 (8.95%) Data Scientist
5 32 (5.61%) Data Analyst
6 27 (4.74%) Architect
6 27 (4.74%) Business Intelligence Analyst
6 27 (4.74%) Data Consultant
7 26 (4.56%) Product Manager
8 20 (3.51%) Lead Developer
9 19 (3.33%) Analytics Consultant
9 19 (3.33%) Business Analyst
9 19 (3.33%) Data Engineer
10 18 (3.16%) Business Intelligence Developer
10 18 (3.16%) Senior Analyst
10 18 (3.16%) SQL Analyst
11 17 (2.98%) Senior Data Scientist
12 16 (2.81%) Analytics Manager
13 15 (2.63%) Data Analytics Scientist
14 14 (2.46%) Big Data Developer
Libraries, Frameworks & Software Standards
1 91 (15.96%) HTML
2 65 (11.40%) CSS
3 54 (9.47%) .NET
4 39 (6.84%) AngularJS
4 39 (6.84%) HTML5
5 30 (5.26%) Web Services
6 26 (4.56%) jQuery
7 19 (3.33%) RESTful
8 17 (2.98%) JSON
9 15 (2.63%) Natural Language Processing
10 12 (2.11%) CSS3
10 12 (2.11%) React
10 12 (2.11%) REST
11 11 (1.93%) D3.js
11 11 (1.93%) MDX
11 11 (1.93%) Twitter Bootstrap
12 9 (1.58%) Backbone.js
12 9 (1.58%) JAX-RS
12 9 (1.58%) Sass
12 9 (1.58%) SOAP
Miscellaneous
1 96 (16.84%) Analytical Skills
2 54 (9.47%) Computer Science
3 50 (8.77%) User Experience
4 41 (7.19%) Algorithms
5 29 (5.09%) Fintech
6 28 (4.91%) Data Structures
7 21 (3.68%) Credit Risk
8 19 (3.33%) Enterprise Software
8 19 (3.33%) Fixed Income
9 17 (2.98%) Social Media
10 14 (2.46%) Management Information System
11 11 (1.93%) Mobile App
12 9 (1.58%) Clustering
12 9 (1.58%) Equities
13 8 (1.40%) Derivative
14 7 (1.23%) Cloud Native
14 7 (1.23%) Greenfield Project
15 6 (1.05%) Data Centre
16 5 (0.88%) FMCG
16 5 (0.88%) Semantic Web
Operating Systems
1 39 (6.84%) Linux
2 38 (6.67%) Unix
3 33 (5.79%) Windows
4 8 (1.40%) Apple iOS
5 7 (1.23%) Android
6 6 (1.05%) Windows Server
7 5 (0.88%) CentOS
7 5 (0.88%) Windows Server 2012
8 4 (0.70%) Windows Mobile
8 4 (0.70%) Windows Server 2008
9 3 (0.53%) Mac OS X
10 1 (0.18%) FreeBSD
10 1 (0.18%) Red Hat Enterprise Linux
10 1 (0.18%) Ubuntu
Processes & Methodologies
1 150 (26.32%) Agile Software Development
2 146 (25.61%) Business Intelligence
3 124 (21.75%) Data Analytics
4 89 (15.61%) Machine Learning
5 65 (11.40%) Mathematics
6 57 (10.00%) Visualisation
7 54 (9.47%) ETL
8 53 (9.30%) Data Modelling
9 52 (9.12%) Data Analysis
10 50 (8.77%) Software Engineering
11 46 (8.07%) E-Commerce
12 43 (7.54%) Web Analytics
13 42 (7.37%) Scrum
13 42 (7.37%) Statistics
14 38 (6.67%) Mentoring
14 38 (6.67%) Stakeholder Management
15 35 (6.14%) CRM
15 35 (6.14%) DevOps
16 34 (5.96%) B2C
17 33 (5.79%) Product Management
Programming Languages
1 212 (37.19%) SQL
2 159 (27.89%) Python
3 96 (16.84%) R
4 95 (16.67%) JavaScript
5 87 (15.26%) Java
6 53 (9.30%) Scala
7 42 (7.37%) C#
8 39 (6.84%) C++
9 29 (5.09%) T-SQL
10 17 (2.98%) PHP
10 17 (2.98%) VBA
11 16 (2.81%) VB
12 11 (1.93%) VBScript
13 10 (1.75%) Ruby
14 9 (1.58%) C
14 9 (1.58%) MATLAB
14 9 (1.58%) PowerShell
14 9 (1.58%) VB.NET
15 7 (1.23%) Bash Shell
15 7 (1.23%) ES6
Qualifications
1 113 (19.82%) Degree
2 30 (5.26%) PhD
3 20 (3.51%) Computer Science Degree
4 14 (2.46%) Numerate Degree
5 9 (1.58%) Postgraduate
6 8 (1.40%) ISEB
6 8 (1.40%) Master's Degree
7 6 (1.05%) MCSE
7 6 (1.05%) Microsoft Certification
8 5 (0.88%) Cisco Certification
9 4 (0.70%) DV Cleared
9 4 (0.70%) Security Cleared
10 3 (0.53%) CCDP
10 3 (0.53%) CCNP
10 3 (0.53%) CISM
10 3 (0.53%) CISSP
10 3 (0.53%) PRINCE2 Certification
11 2 (0.35%) MCP
12 1 (0.18%) CCA
12 1 (0.18%) CCNA
Quality Assurance & Compliance
1 25 (4.39%) Data Quality
2 17 (2.98%) QA
3 7 (1.23%) PMO
3 7 (1.23%) SLA
4 2 (0.35%) COREP
4 2 (0.35%) FATCA
4 2 (0.35%) GDPR
5 1 (0.18%) MiFID
System Software
1 11 (1.93%) Docker
2 9 (1.58%) Active Directory
3 5 (0.88%) Hyper-V
4 4 (0.70%) Apache Flume
5 3 (0.53%) HDFS
5 3 (0.53%) KVM
6 2 (0.35%) Virtual Machines
6 2 (0.35%) VMware Infrastructure
6 2 (0.35%) Xen
7 1 (0.18%) oVirt
7 1 (0.18%) Postfix
7 1 (0.18%) PowerDNS
Systems Management
1 7 (1.23%) Puppet
2 6 (1.05%) Opscode Chef
3 5 (0.88%) Ansible
3 5 (0.88%) Kubernetes
3 5 (0.88%) Piwik
4 4 (0.70%) SCOM
5 3 (0.53%) SCCM
6 2 (0.35%) HP Quality Center
6 2 (0.35%) Mesos
6 2 (0.35%) Terraform
7 1 (0.18%) Consul
7 1 (0.18%) logstash
7 1 (0.18%) Microsoft Data Protection Manager
7 1 (0.18%) Munin
7 1 (0.18%) Nagios
7 1 (0.18%) SCDPM
7 1 (0.18%) SCVMM
7 1 (0.18%) WSUS
Vendors
1 82 (14.39%) Microsoft
2 72 (12.63%) Tableau
3 63 (11.05%) Google
4 33 (5.79%) Oracle
5 31 (5.44%) SAP
6 23 (4.04%) MicroStrategy
7 19 (3.33%) Salesforce.com
8 18 (3.16%) Adobe
9 15 (2.63%) Siebel
10 12 (2.11%) Alteryx
10 12 (2.11%) Cognos
11 11 (1.93%) Marketo
12 10 (1.75%) Hyperion
12 10 (1.75%) Sitecore
12 10 (1.75%) Talend
13 9 (1.58%) Cloudera
14 8 (1.40%) IBM
14 8 (1.40%) Pardot
14 8 (1.40%) Red Hat
15 7 (1.23%) TIBCO
City, London
Knowit
Salary: £55000 - £60000 per annum
Posted: 4 hours ago
City, London
Hays Finance Technology
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: UKP 100000 per year
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £60,000-£72,000
Posted: 6 hours ago
City, London
Explore Group
Salary: £37000 - £42000 per annum
Posted: 12 hours ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 3 days ago
City, London
Harrington Starr
Salary: £25000 - £35000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £50000 - £110000 per annum + 20% bonus & full bens
Posted: 3 days ago
City, London
Ampersand Consulting
Salary: £28000 - £32000 per annum
Posted: 5 days ago
City, London
Athelstan Search
Salary: From £60,000 to £85,000 per annum + Share Options + Great Benefits
Posted: 4 days ago
City, London
TEKsystems
Salary: £45000 - £60000 per annum + bonus, benefits and stock
Posted: 5 days ago
City, London
Highams
Salary: From £60,000 to £70,000 per annum Comprehensive benefits package
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: Competitive salary and excellent benefits
Posted: 3 days ago
City, London
Networkers
Salary: £50000 - £90000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £105,000 (+ top tier package including award winning pension
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 5 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 5 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 5 days ago
City, London
Burns Sheehan
Salary: £35000 - £70000 per annum + Bonus and working from home
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 5 days ago
City, London
Harrington Starr
Salary: £50000 - £60000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum + health + pension + fast track prom
Posted: 5 days ago
City, London
onezeero.
Salary: £35000 - £45000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 to £73,000 + Plus package (30 days paid Holidays)
Posted: 3 days ago
City, London
Robert Half
Salary: £30000 - £50000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: UKP 48000 per year
Posted: 5 days ago