The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data 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
Data Analytics
England / London
Rank 217 203 296
Rank change year-on-year
-14 +93
Permanent jobs citing Data Analytics 489 669 426
As % of all permanent IT jobs located in London 1.46% 1.65% 1.03%
As % of the Processes & Methodologies category 1.63% 1.84% 1.19%
Number of salaries quoted 425 566 349
Median salary £61,250 £62,500 £55,000
Median salary % change year-on-year
-2.00% +13.63%
90% offered a salary of more than £37,500 £40,000 £37,500
10% offered a salary of more than £100,000 £106,500 £80,000
UK excluding London median salary £45,000 £51,000 £47,500
% change year-on-year
-11.76% +7.36%

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
30031 36261 35884
As % of all permanent IT jobs located in London 89.88% 89.20% 87.01%
Number of salaries quoted 25178 30972 30101
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in London

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

Data Analytics Jobs Demand Trend in London

Data Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics across the London region.

Data Analytics Salary Trend in London

Data Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Analytics across the London region over the 3 months to 21 February 2017.

Data Analytics Salary Histogram in London

Data Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the London region over the 3 months to 21 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +16 58 £66,250 +10.41% 16
Mayfair - 8 £35,000 -
Hounslow - 5 - -
Twickenham - 4 £41,250 - 1
Kingston Upon Thames - 3 £61,250 - 3
Brentford - 1 £60,000 -
New Malden - 1 £27,500 -
Uxbridge - 1 £26,000 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 21 February 2017, IT jobs citing Data 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 London region with a requirement for Data Analytics.

1 993 (100.00%) Analytics
2 354 (35.65%) Big Data
3 334 (33.64%) SQL
4 303 (30.51%) Finance
5 235 (23.67%) Degree
6 230 (23.16%) Visualisation
7 221 (22.26%) Business Intelligence
8 212 (21.35%) Agile Software Development
9 201 (20.24%) Python
10 198 (19.94%) Analytical Skills
11 162 (16.31%) Java
12 161 (16.21%) Tableau
13 154 (15.51%) Hadoop
14 153 (15.41%) SQL Server
15 147 (14.80%) Marketing
16 146 (14.70%) Big Data Analytics
17 145 (14.60%) Data Warehouse
18 140 (14.10%) Mathematics
19 137 (13.80%) Banking
20 136 (13.70%) Data Visualisation
21 129 (12.99%) Computer Science
22 127 (12.79%) Amazon AWS
23 121 (12.19%) Oracle
24 115 (11.58%) SAS
25 113 (11.38%) Machine Learning
26 108 (10.88%) R
26 108 (10.88%) ETL
27 101 (10.17%) Microsoft
27 101 (10.17%) Data Analysis
28 97 (9.77%) TDD

Data Analytics
Top Related IT Skills in 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
1 115 (11.58%) SAS
2 92 (9.26%) Apache Spark
3 44 (4.43%) Elasticsearch
4 41 (4.13%) Apache
5 29 (2.92%) Apache Pig
6 17 (1.71%) IIS
6 17 (1.71%) SharePoint
7 15 (1.51%) Tomcat
8 8 (0.81%) Apache Solr
9 7 (0.70%) CMS
10 6 (0.60%) Adobe Experience Manager
10 6 (0.60%) Alfresco
11 5 (0.50%) Cloud Foundry
12 3 (0.30%) Jupyter
12 3 (0.30%) Mule
13 2 (0.20%) Confluence
13 2 (0.20%) OpenStack
14 1 (0.10%) nginx
14 1 (0.10%) SharePoint 2010
14 1 (0.10%) Tornado
Applications
1 90 (9.06%) MS Excel
2 44 (4.43%) SPSS
3 35 (3.52%) MS PowerPoint
4 25 (2.52%) MS Office
5 11 (1.11%) MS Project
6 5 (0.50%) MS Visio
7 3 (0.30%) InVision
8 2 (0.20%) EViews
9 1 (0.10%) Adobe Illustrator
9 1 (0.10%) Mathematica
9 1 (0.10%) Photoshop
9 1 (0.10%) Spreadsheet
Business Applications
1 8 (0.81%) Salesforce.com CRM
2 6 (0.60%) Dynamics AX
3 4 (0.40%) Cognos TM1
4 3 (0.30%) Dynamics CRM
4 3 (0.30%) Eloqua
4 3 (0.30%) Oracle Financials
5 2 (0.20%) Cognos Business Intelligence
5 2 (0.20%) FastStats
5 2 (0.20%) Oracle HRMS
5 2 (0.20%) SAP GRC
5 2 (0.20%) SAP InfiniteInsight
6 1 (0.10%) FINCAD Analytics
6 1 (0.10%) NetSuite
6 1 (0.10%) Oracle EBS R12
6 1 (0.10%) Oracle ERP
6 1 (0.10%) Oracle General Ledger
6 1 (0.10%) SAP BPC
6 1 (0.10%) SAP ERP
6 1 (0.10%) SAP Oil and Gas
6 1 (0.10%) WebTrends
Cloud Services
1 127 (12.79%) Amazon AWS
2 68 (6.85%) Microsoft Azure
3 36 (3.63%) SaaS
4 33 (3.32%) Cloud Computing
5 24 (2.42%) GitHub
6 19 (1.91%) Amazon S3
7 17 (1.71%) Amazon EC2
7 17 (1.71%) Google Cloud Platform
8 14 (1.41%) Google Analytics
9 13 (1.31%) Amazon EMR
10 9 (0.91%) Data Lake Analytics
11 8 (0.81%) Amazon Kinesis
12 7 (0.70%) PaaS
13 6 (0.60%) Office 365
14 5 (0.50%) AWS CloudFormation
14 5 (0.50%) AWS OpsWorks
14 5 (0.50%) Google App Engine
15 4 (0.40%) Amazon CloudWatch
16 3 (0.30%) AWS Lambda
16 3 (0.30%) IBM Cloud
Communications & Networking
1 22 (2.22%) HTTP
2 13 (1.31%) Firewall
2 13 (1.31%) SSL
3 10 (1.01%) Internet
4 8 (0.81%) Network Security
5 4 (0.40%) AMQP
5 4 (0.40%) DNS
6 3 (0.30%) Intranet
6 3 (0.30%) LDAP
6 3 (0.30%) TCP/IP
6 3 (0.30%) WebEx
7 2 (0.20%) DHCP
7 2 (0.20%) Intrusion Detection
7 2 (0.20%) Kerberos
7 2 (0.20%) VPN
7 2 (0.20%) Wi-Fi
8 1 (0.10%) Ethernet
8 1 (0.10%) IPsec
8 1 (0.10%) SSH
8 1 (0.10%) Wireless
Database & Business Intelligence
1 354 (35.65%) Big Data
2 154 (15.51%) Hadoop
3 153 (15.41%) SQL Server
4 145 (14.60%) Data Warehouse
5 97 (9.77%) NoSQL
6 89 (8.96%) QlikView
7 72 (7.25%) SQL Server Integration Services
8 70 (7.05%) Relational Database
9 64 (6.45%) MongoDB
10 58 (5.84%) SQL Server Reporting Services
11 53 (5.34%) Power BI
12 52 (5.24%) MySQL
13 47 (4.73%) Data Mining
14 45 (4.53%) SQL Server Analysis Services
15 40 (4.03%) Apache Hive
16 37 (3.73%) PostgreSQL
17 31 (3.12%) SQL Server 2014
18 27 (2.72%) RDBMS
18 27 (2.72%) Spotfire
18 27 (2.72%) SQL Server 2016
Development Applications
1 44 (4.43%) Git (software)
2 25 (2.52%) JIRA
3 21 (2.11%) Jenkins
4 12 (1.21%) Subversion
5 10 (1.01%) TeamCity
6 8 (0.81%) Octopus Deploy
7 6 (0.60%) Oracle Forms
8 5 (0.50%) Maven
8 5 (0.50%) Talend Open Studio
8 5 (0.50%) Vagrant
8 5 (0.50%) Yeoman
8 5 (0.50%) ZenHub
9 4 (0.40%) Ant
9 4 (0.40%) Gradle
9 4 (0.40%) Karma Test Runner
9 4 (0.40%) PHPUnit
9 4 (0.40%) Selenium
9 4 (0.40%) Sinon.JS
9 4 (0.40%) Team Foundation Server
9 4 (0.40%) Visual Studio
General
1 303 (30.51%) Finance
2 147 (14.80%) Marketing
3 137 (13.80%) Banking
4 84 (8.46%) Retail
5 42 (4.23%) Advertising
6 39 (3.93%) Games
7 38 (3.83%) Front Office
7 38 (3.83%) Investment Banking
8 30 (3.02%) Telecoms
9 20 (2.01%) Legal
9 20 (2.01%) Publishing
10 18 (1.81%) Law
11 16 (1.61%) Manufacturing
12 13 (1.31%) Back Office
13 11 (1.11%) Pharmaceutical
14 9 (0.91%) Corporate Banking
14 9 (0.91%) Financial Institution
14 9 (0.91%) Retail Banking
14 9 (0.91%) Spanish Language
15 8 (0.81%) Private Banking
Job Titles
1 196 (19.74%) Developer
2 179 (18.03%) Analyst
3 107 (10.78%) Architect
4 88 (8.86%) Consultant
5 87 (8.76%) Data Analyst
6 80 (8.06%) Data Scientist
7 78 (7.85%) Analytics Manager
8 65 (6.55%) Data Analytics Manager
9 62 (6.24%) Data Manager
10 57 (5.74%) Data Architect
11 49 (4.93%) Data Consultant
12 44 (4.43%) Java Developer
13 37 (3.73%) Analytics Consultant
13 37 (3.73%) Scala Developer
14 35 (3.52%) Business Analyst
15 34 (3.42%) Data Analytics Consultant
15 34 (3.42%) Senior Developer
16 32 (3.22%) Data Engineer
16 32 (3.22%) Project Manager
17 31 (3.12%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 74 (7.45%) AngularJS
2 66 (6.65%) HTML
3 61 (6.14%) .NET
4 49 (4.93%) CSS
5 46 (4.63%) Web Services
6 41 (4.13%) REST
7 39 (3.93%) JSON
8 38 (3.83%) HTML5
9 30 (3.02%) Node.js
10 28 (2.82%) D3.js
11 26 (2.62%) XML
12 24 (2.42%) jQuery
13 23 (2.32%) RESTful
14 21 (2.11%) CSS3
15 20 (2.01%) Spring
16 16 (1.61%) ASP.NET
17 15 (1.51%) Akka
17 15 (1.51%) ASP.NET MVC
17 15 (1.51%) Play Framework
18 14 (1.41%) Kafka
Miscellaneous
1 198 (19.94%) Analytical Skills
2 129 (12.99%) Computer Science
3 76 (7.65%) Algorithms
4 43 (4.33%) Fintech
5 39 (3.93%) User Experience
6 37 (3.73%) Social Media
7 35 (3.52%) Data Structures
8 28 (2.82%) Management Information System
9 17 (1.71%) Clustering
10 13 (1.31%) NHS
11 10 (1.01%) Credit Risk
11 10 (1.01%) Cyberthreat
11 10 (1.01%) Life Science
12 9 (0.91%) Data Centre
12 9 (0.91%) Mobile App
13 8 (0.81%) Digital Media
13 8 (0.81%) Virtual Team
14 7 (0.70%) e-Learning
14 7 (0.70%) iPhone
15 6 (0.60%) Equities
Operating Systems
1 95 (9.57%) Linux
2 59 (5.94%) Windows
3 24 (2.42%) Unix
4 14 (1.41%) Windows Server
5 13 (1.31%) Windows Server 2008
6 12 (1.21%) CentOS
6 12 (1.21%) Ubuntu
7 9 (0.91%) Windows Server 2012
8 8 (0.81%) Red Hat Enterprise Linux
9 4 (0.40%) Debian
9 4 (0.40%) Solaris
10 3 (0.30%) AIX
10 3 (0.30%) Android
10 3 (0.30%) Apple iOS
10 3 (0.30%) HPUX
11 1 (0.10%) Windows 7
11 1 (0.10%) Windows Server 2003
11 1 (0.10%) Windows Vista
11 1 (0.10%) Windows XP
Processes & Methodologies
1 993 (100.00%) Analytics
2 230 (23.16%) Visualisation
3 221 (22.26%) Business Intelligence
4 212 (21.35%) Agile Software Development
5 146 (14.70%) Big Data Analytics
6 140 (14.10%) Mathematics
7 136 (13.70%) Data Visualisation
8 113 (11.38%) Machine Learning
9 108 (10.88%) ETL
10 101 (10.17%) Data Analysis
11 97 (9.77%) TDD
12 79 (7.96%) Data Modelling
13 78 (7.85%) Data Management
14 77 (7.75%) Stakeholder Management
15 76 (7.65%) DevOps
16 74 (7.45%) Project Management
17 69 (6.95%) Statistics
18 66 (6.65%) Data Architecture
18 66 (6.65%) Mentoring
19 60 (6.04%) Scrum
Programming Languages
1 334 (33.64%) SQL
2 201 (20.24%) Python
3 162 (16.31%) Java
4 108 (10.88%) R
5 86 (8.66%) JavaScript
6 85 (8.56%) Scala
7 78 (7.85%) C#
8 60 (6.04%) C
9 49 (4.93%) C++
10 39 (3.93%) T-SQL
11 32 (3.22%) VBA
12 30 (3.02%) PHP
13 21 (2.11%) Perl
13 21 (2.11%) Ruby
14 15 (1.51%) Embedded C
15 14 (1.41%) PL/SQL
16 13 (1.31%) MATLAB
17 12 (1.21%) Groovy
18 11 (1.11%) PowerShell
19 10 (1.01%) Data Analysis Expressions (DAX)
Qualifications
1 235 (23.67%) Degree
2 68 (6.85%) PhD
3 21 (2.11%) Postgraduate
4 16 (1.61%) Security Cleared
5 9 (0.91%) CISA
5 9 (0.91%) ISEB
6 7 (0.70%) DV Cleared
7 6 (0.60%) CFA
8 5 (0.50%) CCNA
8 5 (0.50%) Cisco Certification
8 5 (0.50%) CISSP
8 5 (0.50%) Six Sigma Black Belt
9 4 (0.40%) CCEA
9 4 (0.40%) CCIE
9 4 (0.40%) CCNP
9 4 (0.40%) Citrix Certification
9 4 (0.40%) Microsoft Certification
9 4 (0.40%) RHCE
9 4 (0.40%) SC Cleared
9 4 (0.40%) VCAP
Quality Assurance & Compliance
1 87 (8.76%) Data Quality
2 18 (1.81%) QA
3 9 (0.91%) MiFID
4 2 (0.20%) GCP
4 2 (0.20%) HL7
5 1 (0.10%) Actionable Recommendations
5 1 (0.10%) CRD IV
5 1 (0.10%) GDPR
5 1 (0.10%) ISO/IEC 27001
5 1 (0.10%) ISO20022
5 1 (0.10%) SLA
5 1 (0.10%) Solvency II
System Software
1 37 (3.73%) Docker
2 30 (3.02%) VMware Infrastructure
3 18 (1.81%) Active Directory
4 14 (1.41%) HDFS
4 14 (1.41%) Virtual Machines
5 9 (0.91%) Hyper-V
6 5 (0.50%) VirtualBox
7 3 (0.30%) Apache Flume
7 3 (0.30%) vSphere
8 1 (0.10%) EMC RecoverPoint
8 1 (0.10%) KVM
8 1 (0.10%) Oracle RAC
8 1 (0.10%) Terminal Services
8 1 (0.10%) Varnish
8 1 (0.10%) Virtual Servers
8 1 (0.10%) XenServer
Systems Management
1 43 (4.33%) Ansible
2 35 (3.52%) Puppet
3 30 (3.02%) Opscode Chef
4 9 (0.91%) Kibana
5 8 (0.81%) Kubernetes
6 7 (0.70%) logstash
6 7 (0.70%) Mesos
6 7 (0.70%) Nagios
7 4 (0.40%) Salt
8 3 (0.30%) Terraform
9 1 (0.10%) Computer Emergency Response Teams
9 1 (0.10%) CSIRT
9 1 (0.10%) EMC VPLEX
9 1 (0.10%) Ganglia
9 1 (0.10%) Graphite
9 1 (0.10%) HAProxy
9 1 (0.10%) SCCM
9 1 (0.10%) Simpana
9 1 (0.10%) StatsD
9 1 (0.10%) WSUS
Vendors
1 161 (16.21%) Tableau
2 121 (12.19%) Oracle
3 101 (10.17%) Microsoft
4 36 (3.63%) Google
5 35 (3.52%) VMware
6 31 (3.12%) Actimize
7 30 (3.02%) SAP
8 22 (2.22%) Salesforce.com
9 21 (2.11%) Cognos
10 20 (2.01%) Hortonworks
11 18 (1.81%) IBM
11 18 (1.81%) Red Hat
12 17 (1.71%) Cloudera
12 17 (1.71%) Informatica
13 15 (1.51%) MuleSoft
14 10 (1.01%) Alteryx
14 10 (1.01%) Netezza
15 9 (0.91%) Adobe
15 9 (0.91%) Cisco
16 7 (0.70%) MicroStrategy
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 16 hours ago
City, London
Pioneer Search
Salary: £65000 - £80000 per annum
Posted: 12 hours ago
City, London
Informatiq Consulting
Posted: 10 hours ago
London
Careerwise UK Limited
Salary: £80000 per annum + car allowance + pension + healthcare
Posted: 10 hours ago
City, London
Miller Maxwell Ltd
Salary: bonus and benefits package
Posted: 13 hours ago
London
Parallel Consulting
Posted: Yesterday
London
Parallel Consulting
Posted: Yesterday
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: Yesterday
London
Senitor Associates
Salary: £45000 - £55000 per annum + bonus
Posted: Yesterday
London
Venturi
Salary: £75000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 17 hours ago
London
Hudson IT
Salary: £70000 - £80000 per annum + Excellent Package
Posted: Yesterday
London
Nigel Frank International Ltd
Salary: £55000 - £60000 per annum
Posted: 11 hours ago
East London
Millshill Recruitment Ltd
Salary: £50000 per annum + bens
Posted: 14 hours ago
East London
Millshill Recruitment Ltd
Salary: £39000 - £40000 per annum + bens
Posted: 14 hours ago
City, London
Anthony James Consulting
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
London
Square One Resources
Salary: Up to £120,000 per annum + benefits
Posted: 4 days ago
East London
Lorien Resourcing
Salary: £75000 - £90000 per annum + Car Allow + Bonus + Benefits
Posted: 6 days ago
City, London
Harrington Starr
Salary: £70000 - £80000 per annum + Benefits + Bonus
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum
Posted: 4 days ago
London
E-synergy Solutions
Salary: £50000 - £70000 per week + Benefits
Posted: Yesterday
London
set2recruit
Salary: Up to £32,000 per annum
Posted: 4 days ago
London
Hudson IT
Posted: 4 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
London
First Point
Salary: £45000.00 - £65000.00 per annum
Posted: 4 days ago
London
Spencer Knight Recruitment
Salary: From £60,000 to £80,000 per annum (dep on exp) + Bonus + Ex bens
Posted: 6 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 4 days ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 5 days ago
City, London
TEKsystems
Salary: £70000 - £130000 per annum + Unique Benefit Scheme
Posted: 5 days ago
London
set2recruit
Salary: Up to £45,000 per annum 25 days of holiday, pension, medical cover, li
Posted: 4 days ago