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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 240 228 347
Rank change year-on-year
-12 +119
Permanent jobs citing Data Analytics 471 603 380
As % of all permanent IT jobs located in London 1.33% 1.38% 0.85%
As % of the Processes & Methodologies category 1.50% 1.56% 0.98%
Number of salaries quoted 413 514 309
Median salary £65,000 £65,000 £55,000
Median salary % change year-on-year
- +18.18%
90% offered a salary of more than £40,000 £40,000 £35,000
10% offered a salary of more than £100,000 £100,000 £80,000
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%
Data Analytics
England

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
31505 38606 38660
As % of all permanent IT jobs located in London 89.02% 88.25% 86.23%
Number of salaries quoted 26687 32605 32637
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 £38,500 £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 7 December 2016.

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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 +44 85 £75,000 +40.98% 13
Canary Wharf -8 2 - -
Greenwich - 2 - -
Twickenham 0 1 £42,500 +8.97%
Mayfair - 1 £35,000 -
Brentford - 1 £62,500 -
Kingston Upon Thames - 1 £70,000 - 1
New Malden - 1 £27,500 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 7 December 2016, 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 1119 (100.00%) Analytics
2 455 (40.66%) Big Data
3 391 (34.94%) SQL
4 365 (32.62%) Finance
5 284 (25.38%) Python
6 272 (24.31%) Business Intelligence
7 267 (23.86%) Degree
8 246 (21.98%) Agile Software Development
9 228 (20.38%) Visualisation
10 227 (20.29%) Hadoop
11 224 (20.02%) Analytical Skills
12 200 (17.87%) Big Data Analytics
13 175 (15.64%) Java
14 167 (14.92%) Banking
15 166 (14.83%) Tableau
16 159 (14.21%) Marketing
17 156 (13.94%) Amazon AWS
18 153 (13.67%) Computer Science
19 150 (13.40%) Data Warehouse
20 147 (13.14%) Data Visualisation
21 146 (13.05%) ETL
22 130 (11.62%) SQL Server
23 125 (11.17%) R
23 125 (11.17%) NoSQL
23 125 (11.17%) Machine Learning
24 122 (10.90%) Linux
25 119 (10.63%) Retail
26 118 (10.55%) SAS
27 117 (10.46%) Data Analysis
28 116 (10.37%) Project Management

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
1 118 (10.55%) SAS
2 111 (9.92%) Apache Spark
3 54 (4.83%) Apache
4 42 (3.75%) Apache Pig
5 37 (3.31%) Elasticsearch
6 19 (1.70%) IIS
7 16 (1.43%) Apache Solr
8 15 (1.34%) SharePoint
9 14 (1.25%) Tomcat
10 10 (0.89%) CMS
11 8 (0.71%) Adobe Experience Manager
11 8 (0.71%) Alfresco
12 5 (0.45%) MS Exchange
12 5 (0.45%) OpenStack
13 4 (0.36%) Cloud Foundry
14 3 (0.27%) ArcGIS
14 3 (0.27%) Exchange Server 2010
14 3 (0.27%) Jupyter
14 3 (0.27%) Mule
15 2 (0.18%) Documentum
Applications
1 91 (8.13%) MS Excel
2 56 (5.00%) SPSS
3 32 (2.86%) MS PowerPoint
4 24 (2.14%) MS Office
5 8 (0.71%) MS Project
6 6 (0.54%) MS Visio
7 3 (0.27%) InVision
7 3 (0.27%) Spreadsheet
8 2 (0.18%) Gephi
9 1 (0.089%) Adobe Illustrator
9 1 (0.089%) EViews
9 1 (0.089%) Mathematica
9 1 (0.089%) Photoshop
9 1 (0.089%) Stata
Business Applications
1 8 (0.71%) Eloqua
1 8 (0.71%) Salesforce.com CRM
2 4 (0.36%) Cognos TM1
2 4 (0.36%) Dynamics CRM
3 3 (0.27%) Dynamics AX
3 3 (0.27%) Oracle AML
3 3 (0.27%) Oracle EBS
3 3 (0.27%) Oracle Financials
4 2 (0.18%) Cognos Business Intelligence
4 2 (0.18%) FastStats
4 2 (0.18%) Oracle HRMS
4 2 (0.18%) SAP GRC
4 2 (0.18%) WebTrends
5 1 (0.089%) FINCAD Analytics
5 1 (0.089%) Oracle EBS R12
5 1 (0.089%) Oracle ERP
5 1 (0.089%) Oracle General Ledger
5 1 (0.089%) SAP BPC
5 1 (0.089%) SAP ERP
5 1 (0.089%) Unica
Cloud Services
1 156 (13.94%) Amazon AWS
2 73 (6.52%) Microsoft Azure
3 40 (3.57%) GitHub
4 34 (3.04%) SaaS
5 27 (2.41%) Cloud Computing
6 25 (2.23%) Amazon EC2
7 23 (2.06%) Amazon S3
8 20 (1.79%) Google Analytics
9 14 (1.25%) Amazon EMR
10 13 (1.16%) AWS OpsWorks
11 12 (1.07%) Google Cloud Platform
12 11 (0.98%) Office 365
13 10 (0.89%) IBM Cloud
14 9 (0.80%) Amazon Kinesis
15 7 (0.63%) Data Lake Analytics
16 4 (0.36%) Amazon CloudWatch
16 4 (0.36%) AWS CloudFormation
16 4 (0.36%) AWS Lambda
16 4 (0.36%) Google App Engine
16 4 (0.36%) PaaS
Communications & Networking
1 41 (3.66%) Internet
2 37 (3.31%) HTTP
3 29 (2.59%) Firewall
4 12 (1.07%) DNS
5 7 (0.63%) SSL
6 6 (0.54%) DHCP
7 5 (0.45%) FTP
8 4 (0.36%) AMQP
8 4 (0.36%) TCP/IP
8 4 (0.36%) VPN
9 3 (0.27%) LDAP
9 3 (0.27%) Network Security
9 3 (0.27%) WebEx
10 2 (0.18%) ATM
10 2 (0.18%) Cisco ASA
10 2 (0.18%) Intranet
10 2 (0.18%) Intrusion Detection
10 2 (0.18%) Kerberos
10 2 (0.18%) Remote Desktop
10 2 (0.18%) SMS
Database & Business Intelligence
1 455 (40.66%) Big Data
2 227 (20.29%) Hadoop
3 150 (13.40%) Data Warehouse
4 130 (11.62%) SQL Server
5 125 (11.17%) NoSQL
6 97 (8.67%) QlikView
7 90 (8.04%) SQL Server Integration Services
8 85 (7.60%) Relational Database
9 77 (6.88%) Data Mining
9 77 (6.88%) MongoDB
10 68 (6.08%) Apache Hive
11 64 (5.72%) SQL Server Reporting Services
12 60 (5.36%) MySQL
13 51 (4.56%) PostgreSQL
14 44 (3.93%) BusinessObjects
15 43 (3.84%) Power BI
16 39 (3.49%) RDBMS
17 34 (3.04%) SQL Server Analysis Services
18 33 (2.95%) Apache Cassandra
19 29 (2.59%) Amazon Redshift
Development Applications
1 50 (4.47%) Jenkins
2 33 (2.95%) Git (software)
3 24 (2.14%) JIRA
4 11 (0.98%) Talend Open Studio
4 11 (0.98%) Vagrant
4 11 (0.98%) Yeoman
5 10 (0.89%) Visual Studio
6 8 (0.71%) ERwin
7 7 (0.63%) Subversion
8 6 (0.54%) Team Foundation Server
9 5 (0.45%) Grunt
9 5 (0.45%) gulp
9 5 (0.45%) TeamCity
9 5 (0.45%) ZenHub
10 4 (0.36%) Hudson
10 4 (0.36%) Karma Test Runner
10 4 (0.36%) Octopus Deploy
10 4 (0.36%) Oracle Forms
10 4 (0.36%) PHPUnit
10 4 (0.36%) Sinon.JS
General
1 365 (32.62%) Finance
2 167 (14.92%) Banking
3 159 (14.21%) Marketing
4 119 (10.63%) Retail
5 64 (5.72%) Investment Banking
6 50 (4.47%) Advertising
7 37 (3.31%) Front Office
8 36 (3.22%) Telecoms
9 28 (2.50%) Games
10 27 (2.41%) Law
11 20 (1.79%) Publishing
12 19 (1.70%) Manufacturing
12 19 (1.70%) Retail Banking
13 16 (1.43%) Corporate Banking
13 16 (1.43%) Financial Institution
13 16 (1.43%) Legal
14 15 (1.34%) Private Banking
15 11 (0.98%) Back Office
16 8 (0.71%) Military
17 7 (0.63%) Spanish Language
Job Titles
1 206 (18.41%) Developer
2 198 (17.69%) Analyst
3 120 (10.72%) Architect
4 117 (10.46%) Data Scientist
5 108 (9.65%) Data Analyst
6 98 (8.76%) Consultant
7 73 (6.52%) Data Architect
8 68 (6.08%) Analytics Manager
9 60 (5.36%) Data Analytics Manager
10 55 (4.92%) Data Manager
11 51 (4.56%) Data Consultant
11 51 (4.56%) Senior Developer
12 47 (4.20%) Java Developer
13 44 (3.93%) Senior Manager
14 43 (3.84%) Project Manager
15 40 (3.57%) Analytics Consultant
16 33 (2.95%) Business Analyst
16 33 (2.95%) Data Analytics Consultant
17 31 (2.77%) Data Engineer
17 31 (2.77%) Scala Developer
Libraries, Frameworks & Software Standards
1 68 (6.08%) .NET
2 62 (5.54%) AngularJS
3 61 (5.45%) HTML
4 49 (4.38%) CSS
4 49 (4.38%) Web Services
5 47 (4.20%) REST
6 35 (3.13%) D3.js
6 35 (3.13%) XML
7 32 (2.86%) HTML5
7 32 (2.86%) Node.js
8 28 (2.50%) JSON
9 22 (1.97%) Akka
9 22 (1.97%) Middleware
10 21 (1.88%) RESTful
11 20 (1.79%) Play Framework
12 19 (1.70%) Natural Language Processing
13 18 (1.61%) jQuery
13 18 (1.61%) Kafka
14 16 (1.43%) LAMP
14 16 (1.43%) RabbitMQ
Miscellaneous
1 228 (20.38%) Visualisation
2 224 (20.02%) Analytical Skills
3 153 (13.67%) Computer Science
4 110 (9.83%) Mathematics
5 107 (9.56%) Statistics
6 97 (8.67%) Algorithms
7 61 (5.45%) Management Information System
8 41 (3.66%) Physics
9 35 (3.13%) Mobile App
10 33 (2.95%) Data Integration
10 33 (2.95%) Social Media
11 32 (2.86%) Fintech
11 32 (2.86%) User Experience
12 31 (2.77%) Data Structures
13 26 (2.32%) Data Extraction
13 26 (2.32%) Economics
14 23 (2.06%) Security Operations Centre
15 21 (1.88%) Online Banking
16 20 (1.79%) Data Centre
17 12 (1.07%) Credit Risk
Operating Systems
1 122 (10.90%) Linux
2 69 (6.17%) Windows
3 39 (3.49%) Unix
4 25 (2.23%) Ubuntu
5 21 (1.88%) Mac OS X
6 17 (1.52%) Red Hat Enterprise Linux
7 16 (1.43%) CentOS
8 10 (0.89%) Windows Server
9 9 (0.80%) Android
9 9 (0.80%) Apple iOS
9 9 (0.80%) Solaris
9 9 (0.80%) Windows Server 2008
10 8 (0.71%) AIX
10 8 (0.71%) HPUX
10 8 (0.71%) Windows Server 2012
11 2 (0.18%) Debian
11 2 (0.18%) VMS
11 2 (0.18%) Windows 10
12 1 (0.089%) Windows Server 2003
12 1 (0.089%) Windows XP
Processes & Methodologies
1 1119 (100.00%) Analytics
2 272 (24.31%) Business Intelligence
3 246 (21.98%) Agile Software Development
4 200 (17.87%) Big Data Analytics
5 147 (13.14%) Data Visualisation
6 146 (13.05%) ETL
7 125 (11.17%) Machine Learning
8 117 (10.46%) Data Analysis
9 116 (10.37%) Project Management
10 106 (9.47%) TDD
11 102 (9.12%) Stakeholder Management
12 100 (8.94%) DevOps
13 98 (8.76%) Data Modelling
14 94 (8.40%) Data Management
15 91 (8.13%) Data Architecture
16 83 (7.42%) Software Engineering
17 79 (7.06%) E-Commerce
18 73 (6.52%) Mentoring
19 69 (6.17%) Statistical Analysis
20 65 (5.81%) Continuous Integration
Programming Languages
1 391 (34.94%) SQL
2 284 (25.38%) Python
3 175 (15.64%) Java
4 125 (11.17%) R
5 91 (8.13%) JavaScript
6 90 (8.04%) Scala
7 84 (7.51%) C#
8 54 (4.83%) C++
9 46 (4.11%) VBA
10 43 (3.84%) PHP
11 41 (3.66%) Perl
12 40 (3.57%) T-SQL
13 34 (3.04%) C
14 28 (2.50%) MATLAB
15 27 (2.41%) PowerShell
16 22 (1.97%) Ruby
17 18 (1.61%) Bash Shell
18 14 (1.25%) Lua
19 13 (1.16%) Clojure
19 13 (1.16%) VB.NET
Qualifications
1 267 (23.86%) Degree
2 73 (6.52%) PhD
3 31 (2.77%) CISSP
4 25 (2.23%) Cisco Certification
5 23 (2.06%) SANS
6 21 (1.88%) (ISC)2 CCSP
6 21 (1.88%) CCSP
7 17 (1.52%) Security Cleared
8 10 (0.89%) CISA
9 9 (0.80%) Postgraduate
10 8 (0.71%) ISEB
11 7 (0.63%) CISM
12 6 (0.54%) SC Cleared
13 5 (0.45%) CFA
14 4 (0.36%) CCNA
14 4 (0.36%) DV Cleared
14 4 (0.36%) IISP
14 4 (0.36%) PMI Certification
15 3 (0.27%) ACCA
15 3 (0.27%) PMP
Quality Assurance & Compliance
1 102 (9.12%) Data Quality
2 29 (2.59%) QA
3 9 (0.80%) MiFID
4 5 (0.45%) ISO/IEC 27001
5 4 (0.36%) SLA
6 2 (0.18%) Actionable Recommendations
6 2 (0.18%) HL7
6 2 (0.18%) ISO20022
7 1 (0.089%) CRD IV
7 1 (0.089%) Solvency II
System Software
1 45 (4.02%) Docker
2 23 (2.06%) HDFS
3 20 (1.79%) Virtual Machines
4 18 (1.61%) VMware Infrastructure
5 14 (1.25%) Active Directory
6 11 (0.98%) VirtualBox
7 8 (0.71%) Hyper-V
8 2 (0.18%) Apache Flume
8 2 (0.18%) Virtual Servers
9 1 (0.089%) Btrfs
9 1 (0.089%) Gluster
9 1 (0.089%) KVM
9 1 (0.089%) Terminal Services
9 1 (0.089%) Varnish
9 1 (0.089%) XenServer
Systems Management
1 53 (4.74%) Ansible
1 53 (4.74%) Puppet
2 37 (3.31%) Opscode Chef
3 16 (1.43%) Nagios
4 10 (0.89%) Hadoop YARN
4 10 (0.89%) Mesos
5 9 (0.80%) Kubernetes
5 9 (0.80%) Salt
6 5 (0.45%) SCCM
7 4 (0.36%) Control-M
7 4 (0.36%) WSUS
8 3 (0.27%) Graphite
8 3 (0.27%) Terraform
9 2 (0.18%) Failover Clustering
9 2 (0.18%) McAfee ePO
9 2 (0.18%) ZABBIX
10 1 (0.089%) AirWatch
10 1 (0.089%) Ambari
10 1 (0.089%) Ganglia
10 1 (0.089%) Tivoli
Vendors
1 166 (14.83%) Tableau
2 107 (9.56%) Oracle
3 99 (8.85%) Microsoft
4 41 (3.66%) Google
5 37 (3.31%) SAP
6 35 (3.13%) Hortonworks
7 31 (2.77%) Informatica
7 31 (2.77%) VMware
8 30 (2.68%) Salesforce.com
9 28 (2.50%) Cloudera
9 28 (2.50%) Cognos
9 28 (2.50%) IBM
9 28 (2.50%) MuleSoft
10 27 (2.41%) Red Hat
11 24 (2.14%) Actimize
12 16 (1.43%) Adobe
13 13 (1.16%) Netezza
13 13 (1.16%) Rackspace
13 13 (1.16%) Teradata
14 12 (1.07%) Cisco
London
Salt
Salary: £25000.00 - £30000.00 per annum + bonus + benefits
Posted: 10 hours ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: 14 hours ago
City, London
Asgard ERP Limited
Salary: From £45,000 to £75,000 per annum Extensive Benefits
Posted: 14 hours ago
London
Creative Personnel
Salary: Competitive
Posted: 17 hours ago
London
ReThink Recruitment
Salary: £55000.00 - £70000.00 per annum + commission
Posted: Yesterday
London
Verticality Ltd
Salary: £35000 - £55000 per annum, Benefits Bonus + Benefits Package
Posted: 13 hours ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 12 hours ago
London
Freshtechit
Salary: From £0 to £70,000 per annum
Posted: 19 hours ago
London
Salt
Salary: £30000.00 - £40000.00 per annum
Posted: 17 hours ago
London
Marks Sattin
Salary: £80000 - £100000 per annum
Posted: 18 hours ago
London
Lorien Resourcing
Salary: £30000 - £36000 per annum + +Benefits +Pension
Posted: 2 days ago
London
E-synergy Solutions
Salary: £50000 - £70000 per annum + Benefits
Posted: 14 hours ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 5 days ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
JM
Salary: £100000 - £120000 per annum + competitive benefits and bonus
Posted: 2 days ago
London
X4 Group
Salary: £30k - 65k per year + benefits
Posted: 9 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 2 days ago
London
First Point
Salary: £50000.00 - £70000.00 per annum
Posted: 5 days ago
London
Redrock Consulting Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
City, London
Michael Page International
Salary: £35000 - £55000 per annum
Posted: 4 days ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: 3 days ago
London
Salt
Salary: £50000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 2 days ago
London
Redrock Consulting Ltd
Salary: £30000 - £35000 per annum
Posted: 2 days ago
Central London / West End
Intelletec
Salary: From £40,000 to £50,000 per annum depending on experience
Posted: 6 days ago
City, London
Nicolson Bray Ltd
Salary: From £70,000 to £85,000 per annum + excellent benefits
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 5 days ago
South West London
World First
Posted: 5 days ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: 6 days ago
London
Creative Personnel
Salary: £35000 - £55000 per annum
Posted: 6 days ago
London
First Point
Salary: £50000 - £65000 per annum + bonus + pension
Posted: 2 days ago