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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Analytics
Rank 185 213 297
Rank change year-on-year
+28 +84
Permanent jobs citing Data Analytics 712 675 480
As % of all permanent IT jobs located in London 1.81% 1.52% 1.01%
As % of the Processes & Methodologies category 2.02% 1.73% 1.15%
Number of salaries quoted 636 532 396
Median salary £60,000 £57,500 £62,500
Median salary % change year-on-year
+4.34% -8.00%
90% offered a salary of more than £40,000 £35,700 £37,500
10% offered a salary of more than £92,500 £100,000 £100,000
UK excluding London median salary £52,000 £45,000 £42,500
% change year-on-year
+15.55% +5.88%
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
35305 39099 41595
As % of all permanent IT jobs located in London 89.50% 87.89% 87.33%
Number of salaries quoted 30570 32801 34541
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 24 July 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 24 July 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 +18 90 £65,000 +13.04% 15
Twickenham +17 2 £45,000 -10.00%
Westminster - 2 £65,000 -
Surbiton - 1 £37,500 -
Greenwich - 1 £62,500 -
Wimbledon - 1 £80,000 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 24 July 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 1434 (100.00%) Analytics
2 631 (44.00%) Big Data
2 631 (44.00%) SQL
3 447 (31.17%) Finance
4 431 (30.06%) Business Intelligence
5 398 (27.75%) Hadoop
6 360 (25.10%) Analytical Skills
7 355 (24.76%) Python
8 334 (23.29%) Degree
9 272 (18.97%) Visualisation
10 266 (18.55%) Agile Software Development
11 265 (18.48%) Java
12 237 (16.53%) Tableau
13 235 (16.39%) Marketing
14 233 (16.25%) SAS
15 231 (16.11%) Big Data Analytics
16 221 (15.41%) ETL
17 197 (13.74%) R
18 194 (13.53%) Data Warehouse
18 194 (13.53%) Machine Learning
19 191 (13.32%) Computer Science
20 188 (13.11%) Project Management
21 180 (12.55%) Data Analysis
22 175 (12.20%) SQL Server
23 174 (12.13%) Data Visualisation
24 172 (11.99%) Mathematics
25 158 (11.02%) Amazon AWS
25 158 (11.02%) Stakeholder Management
26 157 (10.95%) Statistics
27 156 (10.88%) Oracle

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
1 233 (16.25%) SAS
2 130 (9.07%) Apache Spark
3 65 (4.53%) Apache Pig
4 38 (2.65%) Apache
5 30 (2.09%) SharePoint
6 28 (1.95%) Elasticsearch
7 15 (1.05%) CMS
8 13 (0.91%) Apache Solr
9 12 (0.84%) MS Exchange
10 11 (0.77%) IIS
10 11 (0.77%) Tomcat
11 10 (0.70%) WordPress
12 5 (0.35%) ArcGIS
12 5 (0.35%) Documentum
12 5 (0.35%) Drupal
12 5 (0.35%) Mule
13 4 (0.28%) Exchange Server 2010
13 4 (0.28%) Exchange Server 2013
13 4 (0.28%) GlassFish
13 4 (0.28%) OpenStack
Applications
1 97 (6.76%) SPSS
2 83 (5.79%) MS Excel
3 26 (1.81%) MS Office
4 24 (1.67%) MS PowerPoint
5 12 (0.84%) MS Visio
6 9 (0.63%) MS Project
6 9 (0.63%) Spreadsheet
7 6 (0.42%) GNU Octave
8 2 (0.14%) Stata
9 1 (0.070%) EViews
9 1 (0.070%) Mathcad
9 1 (0.070%) OmniGraffle
Business Applications
1 19 (1.32%) SAP Oil and Gas
2 12 (0.84%) Dynamics CRM
3 8 (0.56%) WebTrends
4 6 (0.42%) Unica
5 4 (0.28%) Adobe Campaign
5 4 (0.28%) Eloqua
5 4 (0.28%) FastStats
6 2 (0.14%) Cognos TM1
6 2 (0.14%) Oracle EBS
6 2 (0.14%) Oracle FAH
6 2 (0.14%) Oracle Financials
6 2 (0.14%) SAP Bank Analyzer
7 1 (0.070%) Dynamics AX
7 1 (0.070%) Maximo
7 1 (0.070%) SAP InfiniteInsight
Cloud Services
1 158 (11.02%) Amazon AWS
2 59 (4.11%) Microsoft Azure
3 44 (3.07%) Amazon EC2
4 39 (2.72%) SaaS
5 36 (2.51%) Google Analytics
6 35 (2.44%) Amazon S3
7 26 (1.81%) Amazon EMR
8 25 (1.74%) GitHub
9 18 (1.26%) Cloud Computing
10 16 (1.12%) Google Cloud Platform
11 12 (0.84%) Office 365
12 11 (0.77%) AWS OpsWorks
13 9 (0.63%) Force.com
14 7 (0.49%) Amazon Kinesis
15 6 (0.42%) Adobe Analytics
16 5 (0.35%) Heroku
17 4 (0.28%) AdWords
17 4 (0.28%) FinancialForce.com
18 2 (0.14%) CloudFront
18 2 (0.14%) SmartFocus
Communications & Networking
1 51 (3.56%) Internet
2 42 (2.93%) Firewall
3 20 (1.39%) HTTP
4 18 (1.26%) DNS
5 17 (1.19%) VPN
6 13 (0.91%) TCP/IP
7 12 (0.84%) SMS
8 10 (0.70%) FTP
9 9 (0.63%) DHCP
10 8 (0.56%) ATM
10 8 (0.56%) Intrusion Detection
11 6 (0.42%) LAN
12 5 (0.35%) MPLS
12 5 (0.35%) Network Security
12 5 (0.35%) Unified Communications
12 5 (0.35%) WAN
12 5 (0.35%) WebEx
13 4 (0.28%) NAS
13 4 (0.28%) SAN
14 3 (0.21%) LDAP
Database & Business Intelligence
1 631 (44.00%) Big Data
2 398 (27.75%) Hadoop
3 194 (13.53%) Data Warehouse
4 175 (12.20%) SQL Server
5 143 (9.97%) NoSQL
6 140 (9.76%) Data Mining
7 132 (9.21%) QlikView
8 122 (8.51%) MongoDB
9 120 (8.37%) SQL Server Integration Services
10 117 (8.16%) Apache Hive
11 110 (7.67%) BusinessObjects
12 102 (7.11%) SQL Server Reporting Services
13 77 (5.37%) Relational Database
14 72 (5.02%) Apache Cassandra
15 59 (4.11%) PostgreSQL
16 51 (3.56%) Impala
16 51 (3.56%) Spotfire
17 43 (3.00%) Neo4j
18 41 (2.86%) Amazon Redshift
19 40 (2.79%) MySQL
Development Applications
1 67 (4.67%) Jenkins
2 52 (3.63%) Git (software)
3 36 (2.51%) Vagrant
4 24 (1.67%) Talend Open Studio
4 24 (1.67%) Visual Studio
4 24 (1.67%) Yeoman
5 21 (1.46%) JIRA
6 16 (1.12%) TeamCity
7 7 (0.49%) Team Foundation Server
8 6 (0.42%) ERwin
8 6 (0.42%) Grunt
8 6 (0.42%) Selenium
9 5 (0.35%) Hudson
9 5 (0.35%) Microsoft Blend
9 5 (0.35%) Subversion
10 4 (0.28%) Jasmine
11 3 (0.21%) SpecFlow
11 3 (0.21%) WebDriver
12 2 (0.14%) Mockito
12 2 (0.14%) Oracle APEX
General
1 447 (31.17%) Finance
2 235 (16.39%) Marketing
3 155 (10.81%) Banking
4 136 (9.48%) Retail
5 86 (6.00%) Advertising
5 86 (6.00%) Telecoms
6 78 (5.44%) Manufacturing
7 39 (2.72%) Games
7 39 (2.72%) Investment Banking
8 34 (2.37%) Front Office
9 30 (2.09%) Law
10 28 (1.95%) Financial Institution
11 26 (1.81%) Back Office
12 22 (1.53%) Publishing
13 20 (1.39%) Electronics
14 16 (1.12%) Legal
15 11 (0.77%) Retail Banking
16 9 (0.63%) French Language
17 8 (0.56%) Private Banking
18 7 (0.49%) German Language
Job Titles
1 226 (15.76%) Analyst
2 222 (15.48%) Developer
3 195 (13.60%) Consultant
4 149 (10.39%) Architect
5 140 (9.76%) Data Scientist
6 105 (7.32%) Data Analyst
7 101 (7.04%) Data Manager
8 99 (6.90%) Data Architect
9 90 (6.28%) Analytics Manager
10 81 (5.65%) Data Analytics Manager
10 81 (5.65%) Data Consultant
11 72 (5.02%) Analytics Consultant
12 67 (4.67%) Senior Manager
13 61 (4.25%) Project Manager
14 51 (3.56%) Java Developer
15 50 (3.49%) Data Analytics Consultant
16 49 (3.42%) Solutions Architect
17 46 (3.21%) Data Engineer
17 46 (3.21%) SQL Analyst
18 45 (3.14%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 102 (7.11%) .NET
2 89 (6.21%) HTML
3 78 (5.44%) XML
4 67 (4.67%) D3.js
5 65 (4.53%) Web Services
6 64 (4.46%) CSS
7 57 (3.97%) AngularJS
8 49 (3.42%) HTML5
9 42 (2.93%) Natural Language Processing
10 40 (2.79%) Node.js
11 30 (2.09%) JSON
11 30 (2.09%) scikit-learn
12 28 (1.95%) jQuery
12 28 (1.95%) Pandas
13 27 (1.88%) Kafka
14 26 (1.81%) SciPy
15 25 (1.74%) Middleware
16 24 (1.67%) Cascalog
16 24 (1.67%) Twitter Bootstrap
17 23 (1.60%) REST
Miscellaneous
1 360 (25.10%) Analytical Skills
2 272 (18.97%) Visualisation
3 191 (13.32%) Computer Science
4 172 (11.99%) Mathematics
5 157 (10.95%) Statistics
6 96 (6.69%) Management Information System
7 78 (5.44%) Algorithms
8 58 (4.04%) Physics
9 48 (3.35%) User Experience
10 46 (3.21%) Social Media
11 43 (3.00%) Data Integration
12 37 (2.58%) Mobile App
13 36 (2.51%) Fintech
14 31 (2.16%) Enterprise Software
14 31 (2.16%) FMCG
15 26 (1.81%) Data Centre
16 25 (1.74%) Security Operations Centre
17 21 (1.46%) Economics
17 21 (1.46%) Online Banking
18 13 (0.91%) Data Structures
Operating Systems
1 117 (8.16%) Linux
2 71 (4.95%) Unix
3 57 (3.97%) Windows
4 21 (1.46%) Apple iOS
4 21 (1.46%) Mac OS X
4 21 (1.46%) Ubuntu
5 18 (1.26%) Windows Server
6 15 (1.05%) CentOS
7 11 (0.77%) Android
7 11 (0.77%) Red Hat Enterprise Linux
8 8 (0.56%) Solaris
9 7 (0.49%) Windows Server 2008
10 6 (0.42%) AIX
10 6 (0.42%) HPUX
10 6 (0.42%) Windows Server 2012
11 4 (0.28%) Windows 10
12 2 (0.14%) VMS
13 1 (0.070%) Debian
13 1 (0.070%) Windows Server 2003
13 1 (0.070%) Windows XP
Processes & Methodologies
1 1434 (100.00%) Analytics
2 431 (30.06%) Business Intelligence
3 266 (18.55%) Agile Software Development
4 231 (16.11%) Big Data Analytics
5 221 (15.41%) ETL
6 194 (13.53%) Machine Learning
7 188 (13.11%) Project Management
8 180 (12.55%) Data Analysis
9 174 (12.13%) Data Visualisation
10 158 (11.02%) Stakeholder Management
11 118 (8.23%) Data Architecture
12 117 (8.16%) Data Modelling
13 116 (8.09%) Data Management
14 108 (7.53%) Open Source
15 104 (7.25%) Predictive Modelling
16 98 (6.83%) CRM
17 86 (6.00%) E-Commerce
18 83 (5.79%) Statistical Analysis
19 82 (5.72%) Presales
20 81 (5.65%) Continuous Integration
Programming Languages
1 631 (44.00%) SQL
2 355 (24.76%) Python
3 265 (18.48%) Java
4 197 (13.74%) R
5 122 (8.51%) JavaScript
6 106 (7.39%) C#
7 82 (5.72%) Scala
8 80 (5.58%) C++
9 72 (5.02%) VBA
10 69 (4.81%) T-SQL
11 46 (3.21%) MATLAB
11 46 (3.21%) Perl
12 38 (2.65%) Clojure
13 37 (2.58%) C
14 36 (2.51%) Bash Shell
15 32 (2.23%) PowerShell
16 31 (2.16%) VB.NET
17 24 (1.67%) Lua
17 24 (1.67%) PHP
18 19 (1.32%) Ruby
Qualifications
1 334 (23.29%) Degree
2 99 (6.90%) PhD
3 51 (3.56%) Security Cleared
4 38 (2.65%) CISSP
5 24 (1.67%) SC Cleared
6 21 (1.46%) (ISC)2 CCSP
6 21 (1.46%) CCSP
6 21 (1.46%) Cisco Certification
6 21 (1.46%) SANS
7 17 (1.19%) CISM
8 16 (1.12%) CISA
8 16 (1.12%) CRISC
9 15 (1.05%) DV Cleared
10 12 (0.84%) PMI Certification
11 11 (0.77%) PMP
11 11 (0.77%) PRINCE2 Certification
12 6 (0.42%) ACCA
13 5 (0.35%) MBA
13 5 (0.35%) PRINCE2 Practitioner
14 4 (0.28%) CIMA
Quality Assurance & Compliance
1 87 (6.07%) Data Quality
2 36 (2.51%) QA
3 13 (0.91%) SLA
4 9 (0.63%) COBIT
5 3 (0.21%) CRD IV
5 3 (0.21%) EMIR
5 3 (0.21%) MiFID
5 3 (0.21%) Solvency II
6 2 (0.14%) Actionable Recommendations
6 2 (0.14%) FATCA
7 1 (0.070%) ISO/IEC 27001
7 1 (0.070%) ISO20022
System Software
1 59 (4.11%) HDFS
2 31 (2.16%) Docker
3 28 (1.95%) Virtual Machines
3 28 (1.95%) VirtualBox
4 25 (1.74%) VMware Infrastructure
5 18 (1.26%) Active Directory
6 11 (0.77%) Hyper-V
7 10 (0.70%) Apache Flume
8 5 (0.35%) 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%) Xen
10 1 (0.070%) Virtual Servers
Systems Management
1 46 (3.21%) Puppet
2 34 (2.37%) Ansible
3 24 (1.67%) Opscode Chef
4 18 (1.26%) Hadoop YARN
5 16 (1.12%) Nagios
6 5 (0.35%) Packer
7 3 (0.21%) Failover Clustering
7 3 (0.21%) McAfee ePO
7 3 (0.21%) Oozie
7 3 (0.21%) Salt
8 2 (0.14%) Ambari
8 2 (0.14%) ZABBIX
9 1 (0.070%) Control-M
9 1 (0.070%) EnCase
9 1 (0.070%) FTK
9 1 (0.070%) Graphite
9 1 (0.070%) logstash
9 1 (0.070%) Oracle EDQ
9 1 (0.070%) SCCM
9 1 (0.070%) Tivoli
Vendors
1 237 (16.53%) Tableau
2 156 (10.88%) Oracle
3 115 (8.02%) Microsoft
4 95 (6.62%) Cloudera
5 89 (6.21%) SAP
6 79 (5.51%) IBM
7 75 (5.23%) Google
8 62 (4.32%) Informatica
9 54 (3.77%) Cognos
10 50 (3.49%) Hortonworks
11 45 (3.14%) Teradata
12 37 (2.58%) VMware
13 36 (2.51%) Adobe
14 35 (2.44%) MuleSoft
15 34 (2.37%) Ab Initio
16 33 (2.30%) Salesforce.com
17 30 (2.09%) MicroStrategy
18 26 (1.81%) Netezza
19 24 (1.67%) Facebook
19 24 (1.67%) Talend
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + Pension
Posted: Yesterday
South East London
Vadis People
Salary: Market Rates + Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £30000 - £40000 per annum + 25% Bonus + 10% Pension
Posted: Yesterday
North London
ARC IT Recruitment Ltd
Salary: £45000 - £55000 per annum + brilliant benefits and bonuses
Posted: Yesterday
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum
Posted: Yesterday
London
Salt
Salary: £30 - £35 per annum
Posted: 2 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 3 days ago
London
Franklin Bates
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 3 days ago
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: Yesterday
London
Burns Sheehan
Salary: £70000 - £80000 per annum
Posted: 4 days ago
West London
ReThink Recruitment
Salary: £50000.00 - £60000.00 per annum + Healthcare, Gym, Bonus
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 5 days ago
London
Austin Fraser
Salary: £70000 - £75000 per annum + Bens
Posted: Yesterday
London
Randstad Technologies
Salary: £75000.00 - £85000.00 per annum + bonus + pension
Posted: 6 days ago
London
TEKsystems
Salary: £25000 - £40000 per annum + brilliant bonuses and benefits
Posted: 5 days ago
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
London
set2recruit
Salary: Up to £70,000 per annum
Posted: 3 days ago
London
Verticality Ltd
Salary: £45000 - £60000 per annum, Benefits Excellent benefits package
Posted: 5 days ago
London
Burns Sheehan
Salary: £45000.00 - £55000.00 per annum + Equity + benefits
Posted: 5 days ago
London
Redrock Consulting Ltd
Salary: £0.00 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000-£60,000
Posted: 4 days ago
London
First Point
Salary: £35000.00 - £43000.00 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £60000 - £65000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 4 days ago