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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Analytics
London / City of London
Rank 34 30 43
Rank change year-on-year
-4 +13
Permanent jobs citing Analytics 302 424 496
As % of all permanent IT jobs located in the City of London 6.05% 6.26% 4.84%
As % of the Processes & Methodologies category 6.74% 6.99% 5.57%
Number of salaries quoted 271 386 428
Median salary £60,000 £60,000 £57,000
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £42,500 £41,500 £32,500
10% offered a salary of more than £95,000 £85,000 £90,000
UK excluding London median salary £45,000 £47,500 £44,000
% change year-on-year
-5.26% +7.95%

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
4481 6070 8900
As % of all permanent IT jobs located in the City of London 89.73% 89.58% 86.89%
Number of salaries quoted 4077 5389 7573
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 £37,500
10% offered a salary of more than £90,000 £82,500 £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 21 February 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 21 February 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.

1 232 (34.27%) SQL
2 195 (28.80%) Finance
3 177 (26.14%) Business Intelligence
4 152 (22.45%) Data Analytics
5 145 (21.42%) Degree
6 141 (20.83%) Agile Software Development
7 135 (19.94%) Big Data
8 127 (18.76%) Python
9 125 (18.46%) Mathematics
10 117 (17.28%) Analytical Skills
11 112 (16.54%) SQL Server
12 104 (15.36%) Java
13 102 (15.07%) Hadoop
14 94 (13.88%) Visualisation
15 87 (12.85%) Computer Science
16 86 (12.70%) ETL
17 85 (12.56%) Marketing
18 83 (12.26%) Mentoring
19 78 (11.52%) Web Analytics
20 76 (11.23%) Data Warehouse
21 74 (10.93%) Stakeholder Management
21 74 (10.93%) R
22 71 (10.49%) HTML
23 70 (10.34%) SQL Server Integration Services
24 69 (10.19%) Microsoft
24 69 (10.19%) Machine Learning
25 67 (9.90%) Banking
26 66 (9.75%) C#
26 66 (9.75%) Tableau
27 61 (9.01%) Linux

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 55 (8.12%) Apache Spark
2 40 (5.91%) SAS
3 17 (2.51%) Apache Pig
4 15 (2.22%) Elasticsearch
5 14 (2.07%) CMS
5 14 (2.07%) SharePoint
6 6 (0.89%) Apache
6 6 (0.89%) Sitecore CMS
7 5 (0.74%) Drupal
7 5 (0.74%) Umbraco
8 4 (0.59%) WebSphere
9 3 (0.44%) Apache Solr
10 2 (0.30%) Adobe Experience Manager
10 2 (0.30%) BizTalk Server
10 2 (0.30%) Cloud Foundry
10 2 (0.30%) IIS
10 2 (0.30%) Marvel
10 2 (0.30%) WordPress
11 1 (0.15%) JBoss
11 1 (0.15%) Tomcat
Applications
1 39 (5.76%) MS Excel
2 21 (3.10%) MS Office
3 17 (2.51%) SPSS
4 8 (1.18%) MS Visio
5 6 (0.89%) MS PowerPoint
6 5 (0.74%) MS Project
7 2 (0.30%) Gephi
7 2 (0.30%) Stata
8 1 (0.15%) Adobe Creative Suite
8 1 (0.15%) Adobe Illustrator
8 1 (0.15%) Adobe Premiere
8 1 (0.15%) InVision
8 1 (0.15%) Photoshop
8 1 (0.15%) Spreadsheet
Business Applications
1 16 (2.36%) Cognos Business Intelligence
1 16 (2.36%) Cognos Planning
2 6 (0.89%) Raiser's Edge
3 4 (0.59%) Bloomberg TOMS
3 4 (0.59%) Salesforce.com CRM
4 3 (0.44%) WebTrends
5 2 (0.30%) Adobe Campaign
5 2 (0.30%) Dynamics CRM
5 2 (0.30%) FastStats
5 2 (0.30%) Oracle HRMS
5 2 (0.30%) Oracle TCA
6 1 (0.15%) Dynamics AX
6 1 (0.15%) Eloqua
6 1 (0.15%) Magento
6 1 (0.15%) Payment Gateway
6 1 (0.15%) Sage 1000
6 1 (0.15%) SAP ERP
6 1 (0.15%) Workday HCM
Cloud Services
1 47 (6.94%) Microsoft Azure
2 39 (5.76%) Amazon AWS
3 38 (5.61%) Google Analytics
4 28 (4.14%) SaaS
5 14 (2.07%) Adobe Analytics
6 11 (1.62%) Data Lake Analytics
7 10 (1.48%) AdWords
8 8 (1.18%) Google Cloud Platform
9 7 (1.03%) PaaS
10 5 (0.74%) Amazon S3
10 5 (0.74%) GitHub
11 4 (0.59%) Google Tag Manager
12 3 (0.44%) Cloud Computing
12 3 (0.44%) IBM Cloud
12 3 (0.44%) Taleo
13 2 (0.30%) AdSense
13 2 (0.30%) Amazon EC2
13 2 (0.30%) Force.com
13 2 (0.30%) Google Play
13 2 (0.30%) IaaS
Communications & Networking
1 23 (3.40%) Internet
2 11 (1.62%) HTTP
3 9 (1.33%) Intrusion Detection
4 8 (1.18%) Wireshark
5 5 (0.74%) Wireless
6 4 (0.59%) Firewall
6 4 (0.59%) Network Security
7 3 (0.44%) FTP
8 2 (0.30%) DHCP
8 2 (0.30%) DNS
8 2 (0.30%) HTTPS
8 2 (0.30%) TCP/IP
8 2 (0.30%) VoIP
9 1 (0.15%) Cisco Nexus
9 1 (0.15%) LAN
9 1 (0.15%) PPP
9 1 (0.15%) Unified Communications
9 1 (0.15%) WAN
Database & Business Intelligence
1 135 (19.94%) Big Data
2 112 (16.54%) SQL Server
3 102 (15.07%) Hadoop
4 76 (11.23%) Data Warehouse
5 70 (10.34%) SQL Server Integration Services
6 55 (8.12%) Data Mining
7 49 (7.24%) SQL Server Reporting Services
8 42 (6.20%) Relational Database
9 38 (5.61%) Apache Hive
10 37 (5.47%) SQL Server Analysis Services
11 32 (4.73%) NoSQL
12 28 (4.14%) Power BI
13 24 (3.55%) Apache Cassandra
13 24 (3.55%) QlikView
14 21 (3.10%) BusinessObjects
14 21 (3.10%) MongoDB
14 21 (3.10%) SQL Server 2014
15 18 (2.66%) Data Lake
16 16 (2.36%) Cognos Analysis Studio
16 16 (2.36%) Cognos Report Studio
Development Applications
1 35 (5.17%) Git (software)
2 23 (3.40%) JIRA
3 16 (2.36%) SQL Server Management Studio (SSMS)
4 14 (2.07%) Team Foundation Server
5 13 (1.92%) Jenkins
6 12 (1.77%) Selenium
7 11 (1.62%) Visual Studio
8 10 (1.48%) Cucumber
8 10 (1.48%) Subversion
9 9 (1.33%) Capybara
9 9 (1.33%) WATIR
9 9 (1.33%) WebDriver
10 5 (0.74%) JMeter
10 5 (0.74%) SoapUI
11 4 (0.59%) Ant
11 4 (0.59%) Maven
12 3 (0.44%) Talend Open Studio
12 3 (0.44%) TeamCity
12 3 (0.44%) Vagrant
13 2 (0.30%) Android Studio
General
1 195 (28.80%) Finance
2 85 (12.56%) Marketing
3 67 (9.90%) Banking
4 53 (7.83%) Retail
5 49 (7.24%) Front Office
6 34 (5.02%) Legal
7 30 (4.43%) Advertising
8 22 (3.25%) Games
9 17 (2.51%) Publishing
10 12 (1.77%) Investment Banking
11 10 (1.48%) Financial Institution
12 7 (1.03%) Brand Awareness
12 7 (1.03%) Telecoms
13 5 (0.74%) Back Office
13 5 (0.74%) French Language
14 3 (0.44%) Pharmaceutical
15 2 (0.30%) Automotive
15 2 (0.30%) Corporate Banking
15 2 (0.30%) German Language
15 2 (0.30%) Spanish Language
Job Titles
1 155 (22.90%) Analyst
2 142 (20.97%) Developer
3 66 (9.75%) Consultant
4 57 (8.42%) Business Analyst
5 55 (8.12%) Architect
6 47 (6.94%) Data Analyst
7 46 (6.79%) Data Scientist
8 38 (5.61%) Java Developer
9 32 (4.73%) Senior Developer
10 28 (4.14%) .NET Developer
11 26 (3.84%) Data Consultant
12 23 (3.40%) Data Engineer
13 21 (3.10%) C# Developer
14 20 (2.95%) Data Architect
14 20 (2.95%) Enterprise Architect
15 18 (2.66%) Business Intelligence Analyst
15 18 (2.66%) SQL Analyst
16 17 (2.51%) Digital Analyst
16 17 (2.51%) Senior Java Developer
17 16 (2.36%) Business Intelligence Specialist
Libraries, Frameworks & Software Standards
1 71 (10.49%) HTML
2 58 (8.57%) .NET
3 38 (5.61%) Web Services
4 32 (4.73%) HTML5
5 30 (4.43%) MDX
6 26 (3.84%) CSS
7 22 (3.25%) XML
8 21 (3.10%) D3.js
9 20 (2.95%) jQuery
9 20 (2.95%) RESTful
10 19 (2.81%) REST
11 18 (2.66%) .NET Framework
11 18 (2.66%) AngularJS
11 18 (2.66%) FIX Protocol
12 16 (2.36%) JSON
12 16 (2.36%) Symfony
13 15 (2.22%) WCF
14 14 (2.07%) ASP.NET
15 13 (1.92%) Ext JS
15 13 (1.92%) mod_perl
Miscellaneous
1 117 (17.28%) Analytical Skills
2 87 (12.85%) Computer Science
3 44 (6.50%) Fintech
4 39 (5.76%) Algorithms
5 38 (5.61%) Credit Risk
6 28 (4.14%) User Experience
7 25 (3.69%) Derivative
8 24 (3.55%) Fixed Income
9 18 (2.66%) Data Structures
10 17 (2.51%) Social Media
11 16 (2.36%) Market Risk
12 13 (1.92%) Foreign Exchange (FX)
12 13 (1.92%) Mobile App
13 11 (1.62%) Enterprise Software
14 10 (1.48%) Equities
15 9 (1.33%) Management Information System
15 9 (1.33%) Reinsurance
16 6 (0.89%) FMCG
16 6 (0.89%) Linked Data
16 6 (0.89%) Public Cloud
Operating Systems
1 61 (9.01%) Linux
2 39 (5.76%) Unix
3 18 (2.66%) Windows
4 10 (1.48%) Windows Server
5 6 (0.89%) Android
5 6 (0.89%) Windows Server 2012
6 4 (0.59%) Apple iOS
6 4 (0.59%) CentOS
7 1 (0.15%) Red Hat Enterprise Linux
7 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 177 (26.14%) Business Intelligence
2 152 (22.45%) Data Analytics
3 141 (20.83%) Agile Software Development
4 125 (18.46%) Mathematics
5 94 (13.88%) Visualisation
6 86 (12.70%) ETL
7 83 (12.26%) Mentoring
8 78 (11.52%) Web Analytics
9 74 (10.93%) Stakeholder Management
10 69 (10.19%) Machine Learning
11 49 (7.24%) Data Visualisation
12 47 (6.94%) Software Engineering
13 45 (6.65%) Statistics
14 44 (6.50%) E-Commerce
15 42 (6.20%) Data Analysis
16 41 (6.06%) Information Security
17 40 (5.91%) Scrum
18 38 (5.61%) Data Modelling
19 36 (5.32%) TDD
20 34 (5.02%) CRM
Programming Languages
1 232 (34.27%) SQL
2 127 (18.76%) Python
3 104 (15.36%) Java
4 74 (10.93%) R
5 66 (9.75%) C#
6 53 (7.83%) JavaScript
7 47 (6.94%) T-SQL
8 42 (6.20%) C++
9 36 (5.32%) Scala
10 27 (3.99%) Perl
11 18 (2.66%) PHP
11 18 (2.66%) Ruby
11 18 (2.66%) Shell Script
12 16 (2.36%) Data Analysis Expressions (DAX)
12 16 (2.36%) VBA
13 15 (2.22%) PowerShell
14 11 (1.62%) VB
15 10 (1.48%) MATLAB
16 8 (1.18%) VB.NET
17 6 (0.89%) Haskell
Qualifications
1 145 (21.42%) Degree
2 45 (6.65%) PhD
3 20 (2.95%) Postgraduate
4 16 (2.36%) ISEB
5 3 (0.44%) Microsoft Certification
5 3 (0.44%) PMI Certification
6 2 (0.30%) MCSE
6 2 (0.30%) Security Cleared
7 1 (0.15%) ACCA
7 1 (0.15%) CCDP
7 1 (0.15%) CCNP
7 1 (0.15%) CFA
7 1 (0.15%) CIMA
7 1 (0.15%) CISA
7 1 (0.15%) Cisco Certification
7 1 (0.15%) PMP
Quality Assurance & Compliance
1 35 (5.17%) QA
2 28 (4.14%) Data Quality
3 2 (0.30%) IAS 39
3 2 (0.30%) IFRS
3 2 (0.30%) IFRS 9
3 2 (0.30%) SLA
4 1 (0.15%) Dodd-Frank
4 1 (0.15%) MiFID
4 1 (0.15%) Solvency II
System Software
1 20 (2.95%) Docker
2 8 (1.18%) Active Directory
2 8 (1.18%) HDFS
3 5 (0.74%) Apache Flume
4 2 (0.30%) Virtual Machines
4 2 (0.30%) VMware Infrastructure
5 1 (0.15%) Hyper-V
5 1 (0.15%) Virtual Servers
5 1 (0.15%) VirtualBox
Systems Management
1 10 (1.48%) Puppet
2 9 (1.33%) Opscode Chef
3 7 (1.03%) Ansible
4 5 (0.74%) HP Quality Center
4 5 (0.74%) Kubernetes
5 3 (0.44%) logstash
5 3 (0.44%) SCCM
5 3 (0.44%) Terraform
6 2 (0.30%) Control-M
6 2 (0.30%) Piwik
6 2 (0.30%) Rancher
6 2 (0.30%) Tivoli
7 1 (0.15%) Consul
7 1 (0.15%) Hadoop YARN
7 1 (0.15%) Mesos
7 1 (0.15%) SCOM
Vendors
1 69 (10.19%) Microsoft
2 66 (9.75%) Tableau
3 52 (7.68%) Google
4 33 (4.87%) Oracle
5 27 (3.99%) Cognos
6 19 (2.81%) Adobe
6 19 (2.81%) Salesforce.com
7 18 (2.66%) SAP
8 13 (1.92%) MicroStrategy
9 11 (1.62%) IBM
10 10 (1.48%) Splunk
11 9 (1.33%) Hortonworks
12 8 (1.18%) CheckPoint
12 8 (1.18%) FireEye
12 8 (1.18%) Palo Alto
12 8 (1.18%) Varonis
13 7 (1.03%) Netezza
13 7 (1.03%) Red Hat
13 7 (1.03%) Sybase
13 7 (1.03%) Teradata
City, London
Pioneer Search
Salary: £65000 - £80000 per annum
Posted: 14 hours ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 16 hours ago
City, London
Stott & May
Salary: £30000 - £50000 per annum
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: bonus and benefits package
Posted: 14 hours ago
City, London
Informatiq Consulting
Posted: 11 hours ago
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £28000 - £32000 per annum + Bonus + Benefits + Training
Posted: Yesterday
City, London
Anthony James Consulting
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
City, London
Harrington Starr
Salary: £70000 - £80000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Cititec
Salary: £50000 - £70000 per annum
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 5 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 4 days ago
City, London
Parallel Consulting
Salary: £50000 - £60000 per annum
Posted: 4 days ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 6 days ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £80000 per annum + benefits
Posted: 4 days ago
City, London
Mane Contract Services Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 6 days ago
City, London
Pioneer Search
Salary: £60000 - £70000 per annum
Posted: 4 days ago
City, London
Itecco
Salary: £35000 per annum + Fantastic Benefits
Posted: 4 days ago
City, London
McGregor Boyall
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + Unique Benefit Scheme
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 5 days ago
City, London
Schroders plc
Posted: 7 days ago
City, London
Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: 6 days ago
City, London
Yoh
Salary: £25000.00 - £30000.00 per annum
Posted: 4 days ago
City, London
Martin & Conley
Salary: From £65,000 to £100,000 per annum Generous pension, holidays and othe
Posted: 8 days ago
City, London
Client Server
Salary: £80k to £120k + bonus + benefits
Posted: 5 days ago