The table below looks at the statistics for Analytics skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Analytics over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 30 32 46
Rank change year-on-year
+2 +14
Permanent jobs citing Analytics 358 408 544
As % of all permanent IT jobs located in the City of London 6.63% 5.98% 4.89%
As % of the Processes & Methodologies category 7.64% 6.78% 5.77%
Number of salaries quoted 316 360 435
Median salary £61,500 £60,000 £60,000
Median salary % change year-on-year
+2.50% -
90% offered a salary of more than £37,500 £37,500 £38,500
10% offered a salary of more than £96,250 £90,500 £81,500
UK excluding London median salary £45,000 £45,000 £44,750
% change year-on-year
- +0.55%
Analytics
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
4688 6017 9420
As % of all permanent IT jobs located in the City of London 86.85% 88.21% 84.60%
Number of salaries quoted 4251 5318 8126
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Analytics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend 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 across the City of London region.

Analytics Salary Trend in the City of London

Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Analytics across the City of London region over the 3 months to 5 December 2016.

Analytics Salary Histogram in the City of London

Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 5 December 2016, 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.

1 251 (35.06%) SQL
2 231 (32.26%) Finance
3 183 (25.56%) Data Analytics
4 179 (25.00%) Business Intelligence
5 155 (21.65%) Agile Software Development
6 143 (19.97%) Degree
7 142 (19.83%) Big Data
8 134 (18.72%) Analytical Skills
9 133 (18.58%) SQL Server
10 112 (15.64%) Java
11 111 (15.50%) Hadoop
12 107 (14.94%) Visualisation
12 107 (14.94%) Python
13 104 (14.53%) Mathematics
14 96 (13.41%) Marketing
14 96 (13.41%) ETL
15 94 (13.13%) Data Warehouse
16 90 (12.57%) Computer Science
17 84 (11.73%) Tableau
18 82 (11.45%) Banking
19 80 (11.17%) Microsoft
20 79 (11.03%) C#
21 77 (10.75%) SQL Server Integration Services
22 75 (10.47%) Stakeholder Management
23 69 (9.64%) HTML
23 69 (9.64%) Mentoring
24 67 (9.36%) R
25 66 (9.22%) .NET
26 63 (8.80%) Web Analytics
26 63 (8.80%) Statistics

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 61 (8.52%) SAS
2 53 (7.40%) Apache Spark
3 23 (3.21%) Elasticsearch
4 22 (3.07%) SharePoint
5 17 (2.37%) CMS
6 14 (1.96%) Apache Pig
7 8 (1.12%) Apache
8 7 (0.98%) Confluence
8 7 (0.98%) Umbraco
9 5 (0.70%) Sitecore CMS
10 4 (0.56%) WordPress
11 3 (0.42%) ArcGIS
11 3 (0.42%) Drupal
11 3 (0.42%) WebSphere
12 2 (0.28%) Cloud Foundry
12 2 (0.28%) Exchange Server 2010
12 2 (0.28%) Exchange Server 2013
12 2 (0.28%) MS Exchange
12 2 (0.28%) OpenStack
13 1 (0.14%) Oracle SOA Suite
Applications
1 43 (6.01%) MS Excel
2 27 (3.77%) MS Office
3 21 (2.93%) SPSS
4 6 (0.84%) MS Project
4 6 (0.84%) MS Visio
5 5 (0.70%) MS PowerPoint
6 4 (0.56%) Stata
7 3 (0.42%) Gephi
8 1 (0.14%) Adobe Illustrator
8 1 (0.14%) Photoshop
Business Applications
1 12 (1.68%) Cognos Business Intelligence
1 12 (1.68%) Cognos Planning
2 4 (0.56%) Eloqua
2 4 (0.56%) Salesforce.com CRM
3 3 (0.42%) Bloomberg TOMS
3 3 (0.42%) Oracle AML
3 3 (0.42%) WebTrends
4 2 (0.28%) Dynamics CRM
4 2 (0.28%) FastStats
4 2 (0.28%) Oracle HRMS
4 2 (0.28%) Oracle TCA
4 2 (0.28%) Siebel Analytics
5 1 (0.14%) Adobe Campaign
5 1 (0.14%) Oracle Payables
5 1 (0.14%) Oracle Procure-to-Pay
5 1 (0.14%) Oracle Receivables
5 1 (0.14%) Relativity
5 1 (0.14%) Ringtail
5 1 (0.14%) Sage 1000
5 1 (0.14%) Unica
Cloud Services
1 48 (6.70%) Microsoft Azure
2 37 (5.17%) Amazon AWS
3 27 (3.77%) Google Analytics
4 21 (2.93%) SaaS
5 12 (1.68%) Google Cloud Platform
6 11 (1.54%) Data Lake Analytics
7 10 (1.40%) AdWords
7 10 (1.40%) PaaS
8 8 (1.12%) Adobe Analytics
9 5 (0.70%) Google Tag Manager
10 4 (0.56%) Amazon EC2
10 4 (0.56%) GitHub
11 3 (0.42%) Cloud Computing
11 3 (0.42%) IaaS
11 3 (0.42%) IBM Cloud
12 2 (0.28%) Amazon Kinesis
12 2 (0.28%) Amazon S3
12 2 (0.28%) Bluemix
12 2 (0.28%) Google Play
12 2 (0.28%) SuccessFactors
Communications & Networking
1 25 (3.49%) Internet
2 12 (1.68%) HTTP
3 7 (0.98%) Intrusion Detection
3 7 (0.98%) Wireshark
4 5 (0.70%) Wireless
5 3 (0.42%) DNS
5 3 (0.42%) FTP
5 3 (0.42%) Unified Communications
6 2 (0.28%) ATM
6 2 (0.28%) SMS
7 1 (0.14%) DHCP
7 1 (0.14%) Firewall
7 1 (0.14%) Kerberos
7 1 (0.14%) LAN
7 1 (0.14%) PPP
7 1 (0.14%) SAN
7 1 (0.14%) TCP/IP
7 1 (0.14%) VoIP
7 1 (0.14%) VPN
7 1 (0.14%) WAN
Database & Business Intelligence
1 142 (19.83%) Big Data
2 133 (18.58%) SQL Server
3 111 (15.50%) Hadoop
4 94 (13.13%) Data Warehouse
5 77 (10.75%) SQL Server Integration Services
6 58 (8.10%) Data Mining
7 52 (7.26%) SQL Server Reporting Services
8 51 (7.12%) Relational Database
9 40 (5.59%) SQL Server Analysis Services
10 39 (5.45%) QlikView
11 36 (5.03%) NoSQL
12 34 (4.75%) MongoDB
13 32 (4.47%) Apache Hive
14 31 (4.33%) Power BI
15 27 (3.77%) BusinessObjects
16 23 (3.21%) MySQL
17 22 (3.07%) SQL Server 2014
18 18 (2.51%) Apache Cassandra
18 18 (2.51%) Data Lake
19 17 (2.37%) SQL Server 2012
Development Applications
1 30 (4.19%) Git (software)
2 21 (2.93%) JIRA
3 15 (2.09%) Cucumber
4 14 (1.96%) Selenium
4 14 (1.96%) Team Foundation Server
5 12 (1.68%) SQL Server Management Studio (SSMS)
5 12 (1.68%) Visual Studio
6 10 (1.40%) Capybara
6 10 (1.40%) Jenkins
6 10 (1.40%) WATIR
6 10 (1.40%) WebDriver
7 7 (0.98%) SoapUI
8 6 (0.84%) Talend Open Studio
9 5 (0.70%) JMeter
9 5 (0.70%) Subversion
10 4 (0.56%) Maven
11 3 (0.42%) Android Studio
11 3 (0.42%) ERwin
11 3 (0.42%) SpecFlow
12 2 (0.28%) Visual Studio Team System
General
1 231 (32.26%) Finance
2 96 (13.41%) Marketing
3 82 (11.45%) Banking
4 47 (6.56%) Retail
5 46 (6.42%) Front Office
6 34 (4.75%) Legal
7 22 (3.07%) Advertising
8 21 (2.93%) Investment Banking
9 20 (2.79%) Games
10 17 (2.37%) Publishing
11 10 (1.40%) Financial Institution
12 8 (1.12%) Law
12 8 (1.12%) Telecoms
13 5 (0.70%) Back Office
14 4 (0.56%) Brand Awareness
15 3 (0.42%) French Language
16 2 (0.28%) Corporate Banking
16 2 (0.28%) Music Industry
16 2 (0.28%) Pharmaceutical
16 2 (0.28%) Spanish Language
Job Titles
1 172 (24.02%) Analyst
2 159 (22.21%) Developer
3 66 (9.22%) Consultant
4 58 (8.10%) Business Analyst
5 51 (7.12%) Data Analyst
5 51 (7.12%) Data Scientist
6 47 (6.56%) Java Developer
7 45 (6.28%) Architect
8 38 (5.31%) Senior Developer
9 37 (5.17%) .NET Developer
10 31 (4.33%) Software Developer
11 24 (3.35%) C# Developer
11 24 (3.35%) Data Architect
12 23 (3.21%) Analytics Manager
13 22 (3.07%) SQL Analyst
14 21 (2.93%) Data Engineer
14 21 (2.93%) Java Engineer
15 20 (2.79%) Business Change Analyst
15 20 (2.79%) Senior Analyst
15 20 (2.79%) Software Engineer
Libraries, Frameworks & Software Standards
1 69 (9.64%) HTML
2 66 (9.22%) .NET
3 36 (5.03%) Web Services
4 31 (4.33%) HTML5
4 31 (4.33%) MDX
5 27 (3.77%) D3.js
6 25 (3.49%) CSS
6 25 (3.49%) XML
7 24 (3.35%) jQuery
8 22 (3.07%) .NET Framework
8 22 (3.07%) WCF
9 21 (2.93%) AngularJS
10 19 (2.65%) JSON
11 16 (2.23%) ASP.NET
11 16 (2.23%) ASP.NET Web API
11 16 (2.23%) REST
12 15 (2.09%) FIX Protocol
13 14 (1.96%) ASP.NET MVC
14 13 (1.82%) Ext JS
14 13 (1.82%) RESTful
Miscellaneous
1 134 (18.72%) Analytical Skills
2 107 (14.94%) Visualisation
3 104 (14.53%) Mathematics
4 90 (12.57%) Computer Science
5 63 (8.80%) Statistics
6 40 (5.59%) User Experience
7 35 (4.89%) Fintech
8 34 (4.75%) Derivative
9 33 (4.61%) Algorithms
10 26 (3.63%) Credit Risk
11 25 (3.49%) Fixed Income
12 24 (3.35%) Physics
13 23 (3.21%) Management Information System
14 21 (2.93%) Data Structures
15 20 (2.79%) Market Risk
15 20 (2.79%) Psychology
16 19 (2.65%) Economics
17 18 (2.51%) Data Integration
17 18 (2.51%) Equities
18 17 (2.37%) Social Media
Operating Systems
1 42 (5.87%) Linux
2 29 (4.05%) Unix
3 22 (3.07%) Windows
4 10 (1.40%) Android
5 7 (0.98%) Windows Server
6 6 (0.84%) Apple iOS
7 4 (0.56%) Windows Server 2012
8 3 (0.42%) Red Hat Enterprise Linux
9 2 (0.28%) Windows 10
10 1 (0.14%) CentOS
10 1 (0.14%) FreeBSD
10 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 183 (25.56%) Data Analytics
2 179 (25.00%) Business Intelligence
3 155 (21.65%) Agile Software Development
4 96 (13.41%) ETL
5 75 (10.47%) Stakeholder Management
6 69 (9.64%) Mentoring
7 63 (8.80%) Web Analytics
8 59 (8.24%) Machine Learning
9 57 (7.96%) Software Engineering
10 55 (7.68%) Data Visualisation
11 54 (7.54%) Data Management
12 45 (6.28%) Data Modelling
13 44 (6.15%) TDD
14 41 (5.73%) Kimball Methodology
15 40 (5.59%) Presales
16 38 (5.31%) Data Analysis
16 38 (5.31%) Scrum
17 37 (5.17%) Change Management
17 37 (5.17%) Project Management
18 35 (4.89%) Risk Management
Programming Languages
1 251 (35.06%) SQL
2 112 (15.64%) Java
3 107 (14.94%) Python
4 79 (11.03%) C#
5 67 (9.36%) R
6 52 (7.26%) JavaScript
7 38 (5.31%) C++
8 31 (4.33%) T-SQL
9 26 (3.63%) Perl
10 22 (3.07%) Scala
11 21 (2.93%) PHP
12 20 (2.79%) Ruby
13 19 (2.65%) VBA
14 16 (2.23%) MATLAB
15 15 (2.09%) Data Analysis Expressions (DAX)
15 15 (2.09%) VB
16 14 (1.96%) Shell Script
17 11 (1.54%) PowerShell
18 10 (1.40%) VB.NET
19 8 (1.12%) Haskell
Qualifications
1 143 (19.97%) Degree
2 43 (6.01%) PhD
3 10 (1.40%) Postgraduate
4 7 (0.98%) ISEB
5 5 (0.70%) PMI Certification
6 4 (0.56%) Security Cleared
7 3 (0.42%) Microsoft Certification
8 2 (0.28%) CFA
8 2 (0.28%) MCSE
8 2 (0.28%) PMP
8 2 (0.28%) PRINCE2 Practitioner
9 1 (0.14%) ACCA
9 1 (0.14%) CIMA
9 1 (0.14%) CISA
9 1 (0.14%) MCITP
Quality Assurance & Compliance
1 50 (6.98%) QA
2 41 (5.73%) Data Quality
3 3 (0.42%) FATCA
3 3 (0.42%) MiFID
3 3 (0.42%) Solvency II
4 2 (0.28%) IAS 39
5 1 (0.14%) COREP
5 1 (0.14%) Dodd-Frank
5 1 (0.14%) SDET
5 1 (0.14%) SLA
System Software
1 18 (2.51%) Docker
2 8 (1.12%) HDFS
3 6 (0.84%) Apache Flume
4 5 (0.70%) Active Directory
5 4 (0.56%) VMware Infrastructure
6 3 (0.42%) Virtual Machines
7 2 (0.28%) Apache ZooKeeper
7 2 (0.28%) Virtual Servers
8 1 (0.14%) GPFS
8 1 (0.14%) Hyper-V
8 1 (0.14%) KVM
8 1 (0.14%) Microsoft Virtual Server
8 1 (0.14%) oVirt
8 1 (0.14%) Postfix
8 1 (0.14%) VirtualBox
8 1 (0.14%) Xen
Systems Management
1 11 (1.54%) Control-M
2 7 (0.98%) Opscode Chef
2 7 (0.98%) Puppet
3 5 (0.70%) Ansible
4 3 (0.42%) HP Quality Center
5 2 (0.28%) Salt
5 2 (0.28%) Terraform
5 2 (0.28%) Tivoli
6 1 (0.14%) Ambari
6 1 (0.14%) EnCase
6 1 (0.14%) Hadoop YARN
6 1 (0.14%) Kubernetes
6 1 (0.14%) Munin
6 1 (0.14%) Nagios
6 1 (0.14%) SCCM
6 1 (0.14%) SCOrch
Vendors
1 84 (11.73%) Tableau
2 80 (11.17%) Microsoft
3 51 (7.12%) Oracle
4 44 (6.15%) Google
5 29 (4.05%) Cognos
6 23 (3.21%) SAP
7 17 (2.37%) Informatica
8 15 (2.09%) Salesforce.com
9 14 (1.96%) Hortonworks
10 12 (1.68%) MicroStrategy
11 11 (1.54%) Adobe
12 10 (1.40%) IBM
12 10 (1.40%) Splunk
12 10 (1.40%) Teradata
13 9 (1.26%) Cloudera
14 7 (0.98%) ATG
14 7 (0.98%) CheckPoint
14 7 (0.98%) hybris
14 7 (0.98%) Netezza
14 7 (0.98%) Varonis
City, London
Premier Media
Posted: 16 hours ago
City, London
Client Server
Salary: £75k to £85k + bonus + benefits
Posted: 8 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 14 hours ago
City, London
JM
Salary: £100000 - £120000 per annum + competitive benefits and bonus
Posted: 14 hours ago
City, London
Hays Finance Technology
Salary: £80000.00 - £90000.00 per annum + a generous bonus
Posted: 15 hours ago
City, London
Premier Media
Posted: 5 hours ago
City, London
Premier Media
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 15 hours ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
City, London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 18 hours ago
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 2 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 Per Annum Plus excellent benefits
Posted: 11 hours ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: Yesterday
City, London
Oliver James Associates
Salary: £80000 - £105000 per annum
Posted: 4 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 4 days ago
City, London
Nicolson Bray Ltd
Salary: From £70,000 to £85,000 per annum + excellent benefits
Posted: 9 hours ago
City, London
Quant Capital
Salary: Up to £75,000 per annum Bonus Medical Pension
Posted: 4 days ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum + bonus and benefits
Posted: 5 days ago
City, London
Computer People
Salary: £30000.00 - £35000.00 per annum
Posted: 4 days ago
City, London
Oliver Bernard
Salary: £65000 - £75000 per annum + Generous Benefits + Bonus
Posted: 3 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 6 days ago
City, London
Darwin Recruitment
Salary: £40000.00 - £55000.00 per annum + Bonus
Posted: 3 days ago
City, London
Go IT Recruitment Ltd
Salary: From £45,000 to £55,000 per annum + excellent benefits
Posted: 5 days ago
City, London
Premier Media
Posted: 12 days ago
City, London
I3
Salary: £50000 - £55000 per annum + bonus + extensive benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 3 days ago
City, London
Empiric.com
Salary: From £50,000 to £75,000 per annum + Bonus (10%) + Pension + Healthcare
Posted: 6 days ago
City, London
Rullion IT Plus
Salary: £95000 per annum + benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 6 days ago