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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Analytics
Rank 183 207 307
Rank change year-on-year
+24 +100
Permanent jobs citing Data Analytics 742 691 489
As % of all permanent IT jobs located in London 1.87% 1.54% 0.98%
As % of the Processes & Methodologies category 2.08% 1.76% 1.12%
Number of salaries quoted 664 519 392
Median salary £60,000 £57,500 £60,250
Median salary % change year-on-year
+4.34% -4.56%
90% offered a salary of more than £40,000 £37,500 £36,500
10% offered a salary of more than £92,500 £96,000 £94,500
UK excluding London median salary £52,500 £45,000 £43,000
% change year-on-year
+16.66% +4.65%
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
35664 39347 43701
As % of all permanent IT jobs located in London 89.67% 87.79% 87.37%
Number of salaries quoted 30891 33026 36310
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 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 June 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 30 June 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 +14 90 £65,000 +13.04% 18
Twickenham +16 2 £45,000 -10.00%
Westminster - 2 £65,000 -
Hammersmith +5 1 £51,000 -15.00%
Wimbledon - 1 £80,000 -
Surbiton - 1 £37,500 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 30 June 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 1451 (100.00%) Analytics
2 634 (43.69%) Big Data
3 618 (42.59%) SQL
4 451 (31.08%) Finance
5 433 (29.84%) Business Intelligence
6 418 (28.81%) Hadoop
7 366 (25.22%) Analytical Skills
8 345 (23.78%) Python
9 328 (22.61%) Degree
10 270 (18.61%) Visualisation
11 264 (18.19%) Agile Software Development
12 259 (17.85%) Java
13 246 (16.95%) SAS
14 240 (16.54%) Tableau
15 237 (16.33%) Marketing
16 217 (14.96%) Big Data Analytics
17 206 (14.20%) ETL
17 206 (14.20%) R
18 196 (13.51%) Computer Science
19 195 (13.44%) Data Warehouse
20 187 (12.89%) Machine Learning
21 184 (12.68%) Project Management
22 180 (12.41%) Data Analysis
23 172 (11.85%) Oracle
24 171 (11.78%) Data Visualisation
25 168 (11.58%) SQL Server
26 165 (11.37%) Mathematics
27 163 (11.23%) Stakeholder Management
28 158 (10.89%) NoSQL
29 156 (10.75%) Statistics

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
1 246 (16.95%) SAS
2 122 (8.41%) Apache Spark
3 61 (4.20%) Apache Pig
4 29 (2.00%) SharePoint
5 28 (1.93%) Elasticsearch
6 27 (1.86%) Apache
7 15 (1.03%) CMS
8 11 (0.76%) Apache Solr
8 11 (0.76%) MS Exchange
9 10 (0.69%) IIS
9 10 (0.69%) Tomcat
9 10 (0.69%) WordPress
10 8 (0.55%) Mule
11 5 (0.34%) Documentum
11 5 (0.34%) Drupal
12 4 (0.28%) GlassFish
12 4 (0.28%) WebLogic
13 3 (0.21%) Exchange Server 2010
13 3 (0.21%) JBoss
13 3 (0.21%) WebSphere
Applications
1 106 (7.31%) SPSS
2 86 (5.93%) MS Excel
3 27 (1.86%) MS PowerPoint
4 26 (1.79%) MS Office
5 12 (0.83%) MS Visio
6 8 (0.55%) MS Project
7 7 (0.48%) Spreadsheet
8 6 (0.41%) GNU Octave
9 1 (0.069%) EViews
9 1 (0.069%) Mathcad
9 1 (0.069%) OmniGraffle
9 1 (0.069%) Stata
Business Applications
1 20 (1.38%) SAP Oil and Gas
2 12 (0.83%) Dynamics CRM
3 11 (0.76%) WebTrends
4 6 (0.41%) Unica
5 4 (0.28%) Adobe Campaign
5 4 (0.28%) FastStats
6 3 (0.21%) Eloqua
7 2 (0.14%) Dynamics AX
7 2 (0.14%) Oracle FAH
7 2 (0.14%) Oracle Financials
7 2 (0.14%) SAP Bank Analyzer
8 1 (0.069%) Maximo
8 1 (0.069%) SAP InfiniteInsight
Cloud Services
1 150 (10.34%) Amazon AWS
2 56 (3.86%) Microsoft Azure
3 44 (3.03%) Amazon EC2
4 43 (2.96%) SaaS
5 35 (2.41%) Google Analytics
6 33 (2.27%) Amazon S3
7 25 (1.72%) Amazon EMR
8 22 (1.52%) Cloud Computing
9 18 (1.24%) GitHub
10 16 (1.10%) Google Cloud Platform
11 12 (0.83%) Office 365
12 9 (0.62%) AWS OpsWorks
12 9 (0.62%) Force.com
13 8 (0.55%) Adobe Analytics
13 8 (0.55%) Amazon Kinesis
14 5 (0.34%) Heroku
14 5 (0.34%) SmartFocus
15 4 (0.28%) AdWords
15 4 (0.28%) FinancialForce.com
16 2 (0.14%) PaaS
Communications & Networking
1 49 (3.38%) Internet
2 41 (2.83%) Firewall
3 18 (1.24%) HTTP
4 17 (1.17%) VPN
5 16 (1.10%) DNS
6 13 (0.90%) TCP/IP
7 12 (0.83%) SMS
8 9 (0.62%) DHCP
8 9 (0.62%) FTP
8 9 (0.62%) Intrusion Detection
9 8 (0.55%) ATM
9 8 (0.55%) WebEx
10 6 (0.41%) LAN
10 6 (0.41%) Network Security
11 5 (0.34%) MPLS
11 5 (0.34%) SAN
11 5 (0.34%) WAN
12 4 (0.28%) Unified Communications
12 4 (0.28%) VoIP
13 3 (0.21%) Cisco ASA
Database & Business Intelligence
1 634 (43.69%) Big Data
2 418 (28.81%) Hadoop
3 195 (13.44%) Data Warehouse
4 168 (11.58%) SQL Server
5 158 (10.89%) NoSQL
6 139 (9.58%) QlikView
7 133 (9.17%) Data Mining
8 128 (8.82%) MongoDB
9 115 (7.93%) SQL Server Integration Services
10 114 (7.86%) Apache Hive
11 113 (7.79%) BusinessObjects
12 100 (6.89%) SQL Server Reporting Services
13 72 (4.96%) Relational Database
14 71 (4.89%) Apache Cassandra
15 60 (4.14%) PostgreSQL
16 55 (3.79%) Spotfire
17 51 (3.51%) Impala
18 41 (2.83%) Neo4j
19 36 (2.48%) Amazon Redshift
20 34 (2.34%) GIS
Development Applications
1 57 (3.93%) Jenkins
2 50 (3.45%) Git (software)
3 36 (2.48%) Vagrant
4 27 (1.86%) Talend Open Studio
5 23 (1.59%) JIRA
5 23 (1.59%) Yeoman
6 22 (1.52%) Visual Studio
7 17 (1.17%) TeamCity
8 8 (0.55%) Hudson
8 8 (0.55%) Jasmine
9 6 (0.41%) Grunt
9 6 (0.41%) Selenium
10 5 (0.34%) Microsoft Blend
10 5 (0.34%) Subversion
10 5 (0.34%) Team Foundation Server
11 4 (0.28%) ERwin
12 3 (0.21%) JUnit
12 3 (0.21%) Mockito
12 3 (0.21%) SpecFlow
12 3 (0.21%) WebDriver
General
1 451 (31.08%) Finance
2 237 (16.33%) Marketing
3 145 (9.99%) Retail
4 144 (9.92%) Banking
5 94 (6.48%) Manufacturing
6 91 (6.27%) Telecoms
7 82 (5.65%) Advertising
8 48 (3.31%) Games
9 30 (2.07%) Front Office
10 29 (2.00%) Investment Banking
11 27 (1.86%) Law
12 26 (1.79%) Back Office
13 25 (1.72%) Financial Institution
14 21 (1.45%) Electronics
14 21 (1.45%) Publishing
15 16 (1.10%) Legal
16 11 (0.76%) Automotive
16 11 (0.76%) Pharmaceutical
17 8 (0.55%) Billing
17 8 (0.55%) French Language
Job Titles
1 233 (16.06%) Analyst
2 220 (15.16%) Developer
3 206 (14.20%) Consultant
4 163 (11.23%) Architect
5 136 (9.37%) Data Scientist
6 113 (7.79%) Data Analyst
7 111 (7.65%) Data Architect
8 97 (6.69%) Data Consultant
9 93 (6.41%) Analytics Manager
10 92 (6.34%) Data Manager
11 81 (5.58%) Data Analytics Manager
12 80 (5.51%) Analytics Consultant
13 67 (4.62%) Senior Manager
14 60 (4.14%) Data Analytics Consultant
15 57 (3.93%) Project Manager
16 54 (3.72%) Java Developer
17 50 (3.45%) Solutions Architect
18 49 (3.38%) Big Data Architect
19 47 (3.24%) Insight Analyst
20 45 (3.10%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 96 (6.62%) .NET
2 91 (6.27%) HTML
3 72 (4.96%) XML
4 69 (4.76%) D3.js
5 66 (4.55%) Web Services
6 63 (4.34%) CSS
7 60 (4.14%) AngularJS
8 56 (3.86%) HTML5
9 42 (2.89%) Node.js
10 40 (2.76%) Natural Language Processing
11 32 (2.21%) Twitter Bootstrap
12 29 (2.00%) scikit-learn
13 28 (1.93%) JSON
13 28 (1.93%) Pandas
14 26 (1.79%) Kafka
14 26 (1.79%) SciPy
15 24 (1.65%) jQuery
16 23 (1.59%) Cascalog
17 22 (1.52%) Spring
18 20 (1.38%) Middleware
Miscellaneous
1 366 (25.22%) Analytical Skills
2 270 (18.61%) Visualisation
3 196 (13.51%) Computer Science
4 165 (11.37%) Mathematics
5 156 (10.75%) Statistics
6 98 (6.75%) Management Information System
7 83 (5.72%) Algorithms
8 54 (3.72%) Physics
9 51 (3.51%) Social Media
10 48 (3.31%) User Experience
11 47 (3.24%) Data Integration
12 37 (2.55%) FMCG
13 34 (2.34%) Fintech
14 33 (2.27%) Mobile App
15 31 (2.14%) Enterprise Software
16 22 (1.52%) Data Centre
16 22 (1.52%) Economics
17 20 (1.38%) Security Operations Centre
18 16 (1.10%) Data Structures
18 16 (1.10%) Online Banking
Operating Systems
1 113 (7.79%) Linux
2 72 (4.96%) Unix
3 49 (3.38%) Windows
4 19 (1.31%) Apple iOS
5 18 (1.24%) Windows Server
6 16 (1.10%) Mac OS X
6 16 (1.10%) Ubuntu
7 13 (0.90%) CentOS
8 9 (0.62%) Android
8 9 (0.62%) Red Hat Enterprise Linux
9 6 (0.41%) Solaris
9 6 (0.41%) Windows Server 2008
10 5 (0.34%) Windows Server 2012
11 4 (0.28%) AIX
11 4 (0.28%) HPUX
12 3 (0.21%) Windows 10
13 2 (0.14%) VMS
14 1 (0.069%) Debian
14 1 (0.069%) Windows Server 2003
14 1 (0.069%) Windows XP
Processes & Methodologies
1 1451 (100.00%) Analytics
2 433 (29.84%) Business Intelligence
3 264 (18.19%) Agile Software Development
4 217 (14.96%) Big Data Analytics
5 206 (14.20%) ETL
6 187 (12.89%) Machine Learning
7 184 (12.68%) Project Management
8 180 (12.41%) Data Analysis
9 171 (11.78%) Data Visualisation
10 163 (11.23%) Stakeholder Management
11 127 (8.75%) Data Architecture
12 115 (7.93%) Data Management
13 114 (7.86%) Data Modelling
14 109 (7.51%) Open Source
15 102 (7.03%) CRM
16 97 (6.69%) Predictive Modelling
17 94 (6.48%) Business Development
18 91 (6.27%) E-Commerce
19 86 (5.93%) Presales
20 79 (5.44%) Statistical Analysis
Programming Languages
1 618 (42.59%) SQL
2 345 (23.78%) Python
3 259 (17.85%) Java
4 206 (14.20%) R
5 119 (8.20%) JavaScript
6 99 (6.82%) C#
7 86 (5.93%) C++
8 77 (5.31%) VBA
9 73 (5.03%) Scala
10 66 (4.55%) T-SQL
11 44 (3.03%) C
12 43 (2.96%) MATLAB
12 43 (2.96%) Perl
13 38 (2.62%) Clojure
14 34 (2.34%) Bash Shell
15 28 (1.93%) VB.NET
16 27 (1.86%) PowerShell
17 20 (1.38%) Lua
18 18 (1.24%) PHP
18 18 (1.24%) Ruby
Qualifications
1 328 (22.61%) Degree
2 97 (6.69%) PhD
3 57 (3.93%) Security Cleared
4 35 (2.41%) CISSP
5 28 (1.93%) SC Cleared
6 19 (1.31%) Cisco Certification
6 19 (1.31%) CISM
7 17 (1.17%) CISA
7 17 (1.17%) DV Cleared
8 16 (1.10%) (ISC)2 CCSP
8 16 (1.10%) CCSP
8 16 (1.10%) CRISC
8 16 (1.10%) SANS
9 13 (0.90%) PMI Certification
10 12 (0.83%) PMP
11 11 (0.76%) PRINCE2 Certification
12 10 (0.69%) MBA
13 6 (0.41%) ACCA
14 5 (0.34%) CIMA
15 4 (0.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 86 (5.93%) Data Quality
2 32 (2.21%) QA
3 12 (0.83%) SLA
4 10 (0.69%) COBIT
5 6 (0.41%) Solvency II
6 4 (0.28%) CRD IV
6 4 (0.28%) EMIR
6 4 (0.28%) MiFID
7 2 (0.14%) FATCA
8 1 (0.069%) HIPAA
8 1 (0.069%) ISO/IEC 27001
8 1 (0.069%) PCI DSS
System Software
1 67 (4.62%) HDFS
2 27 (1.86%) Virtual Machines
2 27 (1.86%) VirtualBox
3 26 (1.79%) VMware Infrastructure
4 23 (1.59%) Docker
5 18 (1.24%) Active Directory
6 11 (0.76%) Hyper-V
7 10 (0.69%) Apache Flume
8 7 (0.48%) vCloud
9 2 (0.14%) Apache ZooKeeper
9 2 (0.14%) KVM
9 2 (0.14%) NFS
9 2 (0.14%) Samba
9 2 (0.14%) vSphere
9 2 (0.14%) Xen
Systems Management
1 35 (2.41%) Puppet
2 24 (1.65%) Ansible
3 18 (1.24%) Opscode Chef
4 17 (1.17%) Hadoop YARN
5 13 (0.90%) Nagios
6 6 (0.41%) Packer
7 3 (0.21%) Failover Clustering
7 3 (0.21%) McAfee ePO
7 3 (0.21%) Oozie
8 2 (0.14%) Ambari
8 2 (0.14%) Backup Exec
9 1 (0.069%) EnCase
9 1 (0.069%) FTK
9 1 (0.069%) Kubernetes
9 1 (0.069%) logstash
9 1 (0.069%) Mesos
9 1 (0.069%) Oracle EDQ
9 1 (0.069%) SCCM
9 1 (0.069%) Tivoli
9 1 (0.069%) ZABBIX
Vendors
1 240 (16.54%) Tableau
2 172 (11.85%) Oracle
3 125 (8.61%) Microsoft
4 101 (6.96%) Cloudera
5 93 (6.41%) SAP
6 81 (5.58%) IBM
7 75 (5.17%) Google
8 63 (4.34%) Informatica
9 60 (4.14%) Cognos
10 53 (3.65%) Teradata
11 44 (3.03%) Hortonworks
12 40 (2.76%) Adobe
13 38 (2.62%) Ab Initio
14 37 (2.55%) MicroStrategy
15 36 (2.48%) VMware
16 33 (2.27%) Salesforce.com
17 30 (2.07%) MuleSoft
17 30 (2.07%) Netezza
18 27 (1.86%) Talend
19 24 (1.65%) Facebook
Wembley, Middlesex
CV Screen Ltd
Salary: to £60k + Benefits
Posted: 4 hours ago
City, London
Informatiq Consulting
Salary: £35000 - £50000 per annum + bonus + bens
Posted: 2 hours ago
City, London
Informatiq Consulting
Salary: £23000 - £28000 per annum + Bens
Posted: 2 hours ago
London
Arrows Group
Salary: £60000 per annum + Pension, Bonus
Posted: 1 hour ago
London
Parallel Consulting
Salary: £60000 - £90000 per annum + package
Posted: Yesterday
London
Lorien Resourcing
Salary: £30000 - £37000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
JWResource
Salary: From £55,000 to £70,000 per annum
Posted: 21 hours ago
London
Harrington Starr
Salary: £50000 per annum
Posted: 20 hours ago
London
Arrows Group
Salary: £0.00 - £55000 per annum
Posted: Yesterday
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: Yesterday
London
set2recruit
Salary: Up to £70,000 per annum
Posted: Yesterday
East London
Millshill Recruitment Ltd
Salary: Up to £50,000 per annum + bens
Posted: 6 hours ago
London
BAE Systems Applied Intelligence Ltd
Posted: Yesterday
London
Talent Analytix
Salary: From £60,000 to £85,000 per annum plus benefits
Posted: 2 days ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 3 days ago
London
First Point
Salary: £50000.00 - £70000.00 per annum + benefits
Posted: Yesterday
City, London
Codex
Salary: From £60,000 to £85,000 per annum
Posted: 3 days ago
London
TEKsystems
Salary: £70000 - £90000 per annum + brilliant bonuses and benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: 3 days ago
London
Codex
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
West London
Pioneer Search
Salary: £50000 - £65000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 3 days ago
London
Experis Ltd
Salary: £50000 - £70000 per annum
Posted: 2 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum DOE
Posted: 3 days ago
Central London / West End
ISL
Salary: £55000.00 - £75000.00 per annum + Benefits
Posted: 2 days ago
London
onezeero.
Salary: £53000 - £57000 per annum + 20% bonus + other benefits
Posted: 3 days ago
London
Verticality Ltd
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 3 days ago
London
McGregor Boyall
Salary: £30000 - £65000 per annum
Posted: 5 days ago
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: 5 days ago