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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Analytics
London / City of London
Rank 33 35 52
Rank change year-on-year
+2 +17
Permanent jobs citing Analytics 317 385 457
As % of all permanent IT jobs located in the City of London 6.31% 6.05% 4.56%
As % of the Processes & Methodologies category 7.19% 6.83% 5.33%
Number of salaries quoted 277 355 379
Median salary £60,000 £61,500 £60,000
Median salary % change year-on-year
-2.43% +2.50%
90% offered a salary of more than £38,800 £40,000 £37,500
10% offered a salary of more than £100,000 £95,000 £90,000
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year
-5.26% +5.55%

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
4408 5641 8570
As % of all permanent IT jobs located in the City of London 87.79% 88.60% 85.49%
Number of salaries quoted 3993 5038 7427
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 £42,500 £39,000
10% offered a salary of more than £90,000 £82,500 £87,500
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 17 January 2017.

Analytics Salary Histogram in the City of London

Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 17 January 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.

1 251 (35.01%) SQL
2 213 (29.71%) Finance
3 178 (24.83%) Data Analytics
4 167 (23.29%) Business Intelligence
5 145 (20.22%) Agile Software Development
6 144 (20.08%) Degree
7 141 (19.67%) Big Data
8 132 (18.41%) Analytical Skills
9 128 (17.85%) SQL Server
9 128 (17.85%) Python
10 115 (16.04%) Java
10 115 (16.04%) Hadoop
11 103 (14.37%) Visualisation
12 94 (13.11%) ETL
13 92 (12.83%) Marketing
13 92 (12.83%) Mathematics
14 89 (12.41%) Computer Science
15 86 (11.99%) Banking
16 83 (11.58%) Mentoring
17 80 (11.16%) Stakeholder Management
18 78 (10.88%) Data Warehouse
18 78 (10.88%) Tableau
19 77 (10.74%) C#
20 76 (10.60%) SQL Server Integration Services
20 76 (10.60%) R
21 73 (10.18%) Web Analytics
21 73 (10.18%) Microsoft
22 67 (9.34%) HTML
23 64 (8.93%) .NET
24 61 (8.51%) Machine Learning

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 (7.81%) Apache Spark
2 52 (7.25%) SAS
3 21 (2.93%) Elasticsearch
4 18 (2.51%) SharePoint
5 16 (2.23%) Apache Pig
6 15 (2.09%) CMS
7 6 (0.84%) Umbraco
8 5 (0.70%) Apache
8 5 (0.70%) Sitecore CMS
9 4 (0.56%) Drupal
9 4 (0.56%) WebSphere
10 3 (0.42%) Apache Solr
10 3 (0.42%) WordPress
11 2 (0.28%) Adobe Experience Manager
11 2 (0.28%) BizTalk Server
11 2 (0.28%) Cloud Foundry
11 2 (0.28%) Confluence
11 2 (0.28%) IIS
12 1 (0.14%) IPython
12 1 (0.14%) Jupyter
Applications
1 44 (6.14%) MS Excel
2 28 (3.91%) MS Office
3 19 (2.65%) SPSS
4 8 (1.12%) MS Visio
5 7 (0.98%) MS PowerPoint
6 5 (0.70%) MS Project
7 3 (0.42%) Gephi
7 3 (0.42%) Stata
8 1 (0.14%) Adobe Illustrator
8 1 (0.14%) Adobe Premiere
8 1 (0.14%) Photoshop
8 1 (0.14%) Spreadsheet
Business Applications
1 16 (2.23%) Cognos Business Intelligence
1 16 (2.23%) Cognos Planning
2 4 (0.56%) Bloomberg TOMS
2 4 (0.56%) Salesforce.com CRM
3 3 (0.42%) Adobe Campaign
3 3 (0.42%) Eloqua
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
5 1 (0.14%) Dynamics AX
5 1 (0.14%) Payment Gateway
5 1 (0.14%) Sage 1000
5 1 (0.14%) SAP ERP
5 1 (0.14%) Unica
5 1 (0.14%) Workday HCM
Cloud Services
1 50 (6.97%) Microsoft Azure
2 39 (5.44%) Amazon AWS
3 34 (4.74%) Google Analytics
4 22 (3.07%) SaaS
5 14 (1.95%) Adobe Analytics
6 11 (1.53%) Data Lake Analytics
6 11 (1.53%) Google Cloud Platform
7 10 (1.39%) AdWords
8 9 (1.26%) PaaS
9 5 (0.70%) Google Tag Manager
10 4 (0.56%) GitHub
11 3 (0.42%) Amazon S3
11 3 (0.42%) Cloud Computing
11 3 (0.42%) IBM Cloud
11 3 (0.42%) Taleo
12 2 (0.28%) Amazon EC2
12 2 (0.28%) Amazon Kinesis
12 2 (0.28%) Bluemix
12 2 (0.28%) Google Play
12 2 (0.28%) IaaS
Communications & Networking
1 23 (3.21%) Internet
2 12 (1.67%) HTTP
3 9 (1.26%) Intrusion Detection
4 8 (1.12%) Wireshark
5 5 (0.70%) Wireless
6 4 (0.56%) Firewall
6 4 (0.56%) Network Security
7 3 (0.42%) FTP
8 2 (0.28%) VoIP
9 1 (0.14%) DHCP
9 1 (0.14%) DNS
9 1 (0.14%) HTTPS
9 1 (0.14%) LAN
9 1 (0.14%) PPP
9 1 (0.14%) TCP/IP
9 1 (0.14%) Unified Communications
9 1 (0.14%) WAN
Database & Business Intelligence
1 141 (19.67%) Big Data
2 128 (17.85%) SQL Server
3 115 (16.04%) Hadoop
4 78 (10.88%) Data Warehouse
5 76 (10.60%) SQL Server Integration Services
6 55 (7.67%) Data Mining
7 48 (6.69%) SQL Server Reporting Services
8 47 (6.56%) Relational Database
9 39 (5.44%) NoSQL
10 38 (5.30%) SQL Server Analysis Services
11 36 (5.02%) Apache Hive
12 32 (4.46%) Power BI
13 31 (4.32%) MongoDB
14 30 (4.18%) QlikView
15 22 (3.07%) Apache Cassandra
16 20 (2.79%) BusinessObjects
16 20 (2.79%) SQL Server 2014
17 18 (2.51%) Data Lake
18 16 (2.23%) Cognos Analysis Studio
18 16 (2.23%) Cognos Report Studio
Development Applications
1 34 (4.74%) Git (software)
2 20 (2.79%) JIRA
3 16 (2.23%) SQL Server Management Studio (SSMS)
3 16 (2.23%) Team Foundation Server
4 15 (2.09%) Selenium
5 14 (1.95%) Cucumber
5 14 (1.95%) Jenkins
5 14 (1.95%) Visual Studio
6 10 (1.39%) Capybara
6 10 (1.39%) WATIR
6 10 (1.39%) WebDriver
7 8 (1.12%) Subversion
8 7 (0.98%) SoapUI
9 5 (0.70%) JMeter
9 5 (0.70%) Talend Open Studio
10 4 (0.56%) Maven
10 4 (0.56%) TeamCity
11 3 (0.42%) Android Studio
11 3 (0.42%) ERwin
12 2 (0.28%) JUnit
General
1 213 (29.71%) Finance
2 92 (12.83%) Marketing
3 86 (11.99%) Banking
4 47 (6.56%) Front Office
5 44 (6.14%) Retail
6 33 (4.60%) Legal
7 24 (3.35%) Advertising
8 23 (3.21%) Games
9 20 (2.79%) Investment Banking
10 16 (2.23%) Publishing
11 10 (1.39%) Financial Institution
12 7 (0.98%) Back Office
12 7 (0.98%) Law
13 6 (0.84%) Telecoms
14 5 (0.70%) Brand Awareness
14 5 (0.70%) French Language
15 3 (0.42%) Pharmaceutical
16 2 (0.28%) Automotive
16 2 (0.28%) German Language
16 2 (0.28%) Spanish Language
Job Titles
1 180 (25.10%) Analyst
2 151 (21.06%) Developer
3 61 (8.51%) Consultant
4 60 (8.37%) Business Analyst
5 59 (8.23%) Data Analyst
6 52 (7.25%) Data Scientist
7 50 (6.97%) Architect
8 45 (6.28%) Java Developer
9 36 (5.02%) .NET Developer
10 34 (4.74%) Senior Developer
11 26 (3.63%) Data Engineer
12 24 (3.35%) Software Developer
12 24 (3.35%) SQL Analyst
13 23 (3.21%) C# Developer
13 23 (3.21%) Data Architect
14 21 (2.93%) Senior Analyst
15 20 (2.79%) Business Change Analyst
15 20 (2.79%) Business Change Business Analyst
15 20 (2.79%) Data Consultant
16 18 (2.51%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 67 (9.34%) HTML
2 64 (8.93%) .NET
3 34 (4.74%) Web Services
4 32 (4.46%) HTML5
5 30 (4.18%) MDX
6 27 (3.77%) XML
7 26 (3.63%) D3.js
8 21 (2.93%) jQuery
9 20 (2.79%) AngularJS
10 19 (2.65%) RESTful
11 18 (2.51%) .NET Framework
11 18 (2.51%) JSON
11 18 (2.51%) WCF
12 17 (2.37%) ASP.NET
12 17 (2.37%) CSS
13 15 (2.09%) ASP.NET Web API
13 15 (2.09%) FIX Protocol
13 15 (2.09%) REST
13 15 (2.09%) Symfony
14 14 (1.95%) ASP.NET MVC
Miscellaneous
1 132 (18.41%) Analytical Skills
2 103 (14.37%) Visualisation
3 92 (12.83%) Mathematics
4 89 (12.41%) Computer Science
5 50 (6.97%) Statistics
6 42 (5.86%) Fintech
7 33 (4.60%) Algorithms
8 32 (4.46%) Credit Risk
9 31 (4.32%) Derivative
10 28 (3.91%) User Experience
11 23 (3.21%) Fixed Income
12 20 (2.79%) Physics
12 20 (2.79%) Psychology
13 19 (2.65%) Data Extraction
13 19 (2.65%) Market Risk
14 17 (2.37%) Management Information System
15 16 (2.23%) Data Structures
15 16 (2.23%) Social Media
16 15 (2.09%) Foreign Exchange (FX)
17 14 (1.95%) Economics
Operating Systems
1 59 (8.23%) Linux
2 34 (4.74%) Unix
3 20 (2.79%) Windows
4 11 (1.53%) Android
5 10 (1.39%) Windows Server
6 7 (0.98%) Apple iOS
7 6 (0.84%) Windows Server 2012
8 4 (0.56%) CentOS
9 2 (0.28%) Red Hat Enterprise Linux
10 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 178 (24.83%) Data Analytics
2 167 (23.29%) Business Intelligence
3 145 (20.22%) Agile Software Development
4 94 (13.11%) ETL
5 83 (11.58%) Mentoring
6 80 (11.16%) Stakeholder Management
7 73 (10.18%) Web Analytics
8 61 (8.51%) Machine Learning
9 54 (7.53%) Software Engineering
10 53 (7.39%) Data Visualisation
11 41 (5.72%) Data Analysis
11 41 (5.72%) Data Management
12 40 (5.58%) TDD
13 38 (5.30%) Information Security
13 38 (5.30%) Kimball Methodology
14 36 (5.02%) Project Management
14 36 (5.02%) Scrum
15 35 (4.88%) Data Modelling
15 35 (4.88%) Presales
16 32 (4.46%) CRM
Programming Languages
1 251 (35.01%) SQL
2 128 (17.85%) Python
3 115 (16.04%) Java
4 77 (10.74%) C#
5 76 (10.60%) R
6 45 (6.28%) JavaScript
7 39 (5.44%) T-SQL
8 37 (5.16%) C++
9 29 (4.04%) Scala
10 26 (3.63%) Perl
11 23 (3.21%) Ruby
12 18 (2.51%) PHP
13 17 (2.37%) Shell Script
13 17 (2.37%) VBA
14 16 (2.23%) Data Analysis Expressions (DAX)
15 14 (1.95%) MATLAB
15 14 (1.95%) PowerShell
16 13 (1.81%) VB
17 9 (1.26%) VB.NET
18 8 (1.12%) Haskell
Qualifications
1 144 (20.08%) Degree
2 44 (6.14%) PhD
3 17 (2.37%) Postgraduate
4 13 (1.81%) ISEB
5 4 (0.56%) PMI Certification
6 3 (0.42%) Security Cleared
7 2 (0.28%) Microsoft Certification
8 1 (0.14%) ACCA
8 1 (0.14%) CFA
8 1 (0.14%) CIMA
8 1 (0.14%) CISA
8 1 (0.14%) MCSE
8 1 (0.14%) PMP
Quality Assurance & Compliance
1 43 (6.00%) QA
2 34 (4.74%) Data Quality
3 2 (0.28%) FATCA
3 2 (0.28%) IAS 39
3 2 (0.28%) MiFID
3 2 (0.28%) Solvency II
4 1 (0.14%) Dodd-Frank
4 1 (0.14%) SDET
4 1 (0.14%) SLA
System Software
1 22 (3.07%) Docker
2 8 (1.12%) HDFS
3 6 (0.84%) Active Directory
4 5 (0.70%) Apache Flume
5 2 (0.28%) Apache ZooKeeper
5 2 (0.28%) Virtual Machines
5 2 (0.28%) VMware Infrastructure
6 1 (0.14%) Virtual Servers
6 1 (0.14%) VirtualBox
Systems Management
1 10 (1.39%) Control-M
1 10 (1.39%) Puppet
2 9 (1.26%) Opscode Chef
3 8 (1.12%) Ansible
4 5 (0.70%) HP Quality Center
5 4 (0.56%) Kubernetes
6 3 (0.42%) logstash
6 3 (0.42%) SCCM
6 3 (0.42%) Terraform
7 2 (0.28%) Rancher
7 2 (0.28%) Tivoli
8 1 (0.14%) Ambari
8 1 (0.14%) Hadoop YARN
8 1 (0.14%) Mesos
8 1 (0.14%) Piwik
8 1 (0.14%) Salt
Vendors
1 78 (10.88%) Tableau
2 73 (10.18%) Microsoft
3 52 (7.25%) Google
4 40 (5.58%) Oracle
5 29 (4.04%) Cognos
6 18 (2.51%) Adobe
7 17 (2.37%) Salesforce.com
8 15 (2.09%) SAP
9 13 (1.81%) Hortonworks
10 12 (1.67%) IBM
11 11 (1.53%) Splunk
12 9 (1.26%) Informatica
12 9 (1.26%) MicroStrategy
12 9 (1.26%) Teradata
13 8 (1.12%) CheckPoint
13 8 (1.12%) Cloudera
13 8 (1.12%) FireEye
13 8 (1.12%) Red Hat
13 8 (1.12%) Sybase
13 8 (1.12%) Varonis
City, London
Stott & May
Salary: £30000 - £50000 per annum
Posted: Yesterday
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: 17 hours ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 23 hours ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 20 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £60000 per annum
Posted: 22 hours ago
City, London
Parallel Consulting
Salary: £45000 - £55000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
Posted: 17 hours ago
City, London
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: 22 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: Yesterday
City, London
TEKsystems
Salary: £60000 - £75000 per annum + bonus, benefits and stock
Posted: 3 days ago
City, London
Oscar
Salary: £60000 - £70000 per annum
Posted: 2 hours ago
City, London
Parallel Consulting
Salary: £35000 - £40000 per annum
Posted: 4 days ago
City, London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
onezeero.
Salary: £55000 - £60000 per annum
Posted: 6 days ago
City, London
JM
Salary: £100000 - £120000 per annum + competitive benefits and bonus
Posted: 3 days ago
City, London
onezeero.
Salary: £85000 per annum
Posted: 5 days ago
City, London
Venturi
Salary: £70000 - £85000 per annum + competitive benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: From £45,000-£65,000 depending on experience
Posted: 3 days ago
City, London
onezeero.
Salary: £55000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 5 days ago
City, London
Hudson IT
Salary: £60000 - £80000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 5 days ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £62,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000-£100,000
Posted: 3 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £70,000 per annum
Posted: 5 days ago
City, London
Networking People
Salary: £150000 - £250000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £75000 - £115000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Venturi
Salary: £55000 - £65000.00 per annum + bonus +Full bens
Posted: 4 days ago