The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Analysis
Rank 173 149 160
Rank change year-on-year
-24 +11
Permanent jobs citing Data Analysis 658 948 897
As % of all permanent IT jobs located in London 1.87% 2.17% 1.97%
As % of the Processes & Methodologies category 2.10% 2.45% 2.29%
Number of salaries quoted 542 811 725
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year
-4.54% +10.00%
90% offered a salary of more than £32,500 £35,000 £31,400
10% offered a salary of more than £75,000 £80,000 £70,000
UK excluding London median salary £41,500 £38,500 £39,125
% change year-on-year
+7.79% -1.59%
Data Analysis
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
31286 38626 39146
As % of all permanent IT jobs located in London 89.08% 88.26% 86.19%
Number of salaries quoted 26557 32590 33047
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 Analysis
Jobs Demand Trend in London

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

Data Analysis Jobs Demand Trend in London

Data Analysis
Salary Trend in London

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

Data Analysis Salary Trend in London

Data Analysis
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Analysis across the London region over the 3 months to 4 December 2016.

Data Analysis Salary Histogram in London

Data Analysis
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 Analysis within the London region over the 3 months to 4 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 -17 103 £42,500 -15.00% 22
Wimbledon - 6 - -
Uxbridge -3 4 £35,000 -12.50%
Beckenham - 3 £42,500 -
Enfield +5 2 £47,500 +36.69%
Westminster -16 2 £40,000 +10.51% 1
Barnet - 2 £35,000 -
Twickenham -2 1 £42,500 +88.88%
Canary Wharf -8 1 - -
Chiswick - 1 £32,500 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 4 December 2016, IT jobs citing Data Analysis 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 Analysis.

1 660 (49.62%) SQL
2 469 (35.26%) Finance
3 345 (25.94%) Analytics
4 329 (24.74%) Analytical Skills
5 324 (24.36%) Degree
6 316 (23.76%) Business Intelligence
7 269 (20.23%) Agile Software Development
8 220 (16.54%) Microsoft
9 209 (15.71%) Python
10 201 (15.11%) SQL Server
11 192 (14.44%) MS Excel
12 180 (13.53%) Data Warehouse
13 162 (12.18%) Data Modelling
14 159 (11.95%) Banking
15 157 (11.80%) Big Data
16 151 (11.35%) Marketing
17 148 (11.13%) ETL
18 141 (10.60%) Computer Science
19 135 (10.15%) R
19 135 (10.15%) Visualisation
20 132 (9.92%) Business Analysis
21 130 (9.77%) Oracle
21 130 (9.77%) Data Quality
22 128 (9.62%) Tableau
23 121 (9.10%) Machine Learning
23 121 (9.10%) Data Analytics
24 120 (9.02%) SQL Server Integration Services
25 116 (8.72%) T-SQL
25 116 (8.72%) Retail
26 113 (8.50%) Data Management

Data Analysis
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 85 (6.39%) SAS
2 64 (4.81%) SharePoint
3 40 (3.01%) Apache Spark
4 16 (1.20%) Apache
4 16 (1.20%) Elasticsearch
5 15 (1.13%) Apache Solr
6 13 (0.98%) Apache Pig
7 12 (0.90%) BizTalk Server
8 10 (0.75%) OpenStack
9 8 (0.60%) ArcGIS
9 8 (0.60%) IIS
10 7 (0.53%) Confluence
10 7 (0.53%) Tomcat
11 6 (0.45%) CMS
12 5 (0.38%) IBM Notes
12 5 (0.38%) MS Exchange
13 3 (0.23%) Drupal
13 3 (0.23%) WebSphere
14 2 (0.15%) Oracle Workflow
14 2 (0.15%) SharePoint 2013
Applications
1 192 (14.44%) MS Excel
2 107 (8.05%) MS Office
3 79 (5.94%) MS PowerPoint
4 51 (3.83%) SPSS
5 28 (2.11%) MS Visio
6 19 (1.43%) Spreadsheet
7 12 (0.90%) MS Project
8 7 (0.53%) EViews
8 7 (0.53%) GNU Octave
9 6 (0.45%) Stata
10 2 (0.15%) Adobe Illustrator
10 2 (0.15%) CPLEX
10 2 (0.15%) Photoshop
11 1 (0.075%) S-PLUS
Business Applications
1 18 (1.35%) Dynamics CRM
2 12 (0.90%) WebTrends
3 11 (0.83%) FastStats
4 8 (0.60%) Dynamics AX
5 6 (0.45%) Aareon QL
5 6 (0.45%) Academy Housing
5 6 (0.45%) Eloqua
5 6 (0.45%) MIS ActiveH
5 6 (0.45%) Northgate Housing
5 6 (0.45%) OPENHousing
5 6 (0.45%) Oracle EBS
5 6 (0.45%) Orchard Housing
5 6 (0.45%) Salesforce.com CRM
5 6 (0.45%) SAP CRM
6 5 (0.38%) Relativity
6 5 (0.38%) Ringtail
7 4 (0.30%) Algo Collateral
7 4 (0.30%) Cognos TM1
7 4 (0.30%) Concordance
7 4 (0.30%) Oracle BPM
Cloud Services
1 46 (3.46%) Google Analytics
2 38 (2.86%) Amazon AWS
3 18 (1.35%) Amazon EC2
4 15 (1.13%) Google Cloud Platform
5 11 (0.83%) Amazon EMR
5 11 (0.83%) Amazon S3
6 10 (0.75%) Microsoft Azure
7 6 (0.45%) Adobe Analytics
7 6 (0.45%) AdWords
7 6 (0.45%) GitHub
7 6 (0.45%) SaaS
8 5 (0.38%) Cloud Computing
9 4 (0.30%) Google Tag Manager
10 3 (0.23%) FinancialForce.com
10 3 (0.23%) SuccessFactors
11 1 (0.075%) Adobe Creative Cloud
11 1 (0.075%) Azure Machine Learning
11 1 (0.075%) Office 365
Communications & Networking
1 17 (1.28%) Intranet
2 11 (0.83%) Internet
3 9 (0.68%) FTP
4 6 (0.45%) SAN
5 5 (0.38%) HTTP
6 4 (0.30%) Network Security
7 3 (0.23%) DNS
7 3 (0.23%) Firewall
7 3 (0.23%) SWIFTNet
7 3 (0.23%) TCP/IP
8 2 (0.15%) BGP
8 2 (0.15%) RTP
8 2 (0.15%) SSL
8 2 (0.15%) VLAN
8 2 (0.15%) Wireshark
9 1 (0.075%) DHCP
9 1 (0.075%) Intrusion Detection
9 1 (0.075%) SMS
9 1 (0.075%) SNMP
Database & Business Intelligence
1 201 (15.11%) SQL Server
2 180 (13.53%) Data Warehouse
3 157 (11.80%) Big Data
4 120 (9.02%) SQL Server Integration Services
5 98 (7.37%) Relational Database
6 97 (7.29%) SQL Server Reporting Services
7 81 (6.09%) Hadoop
8 72 (5.41%) Data Mining
9 64 (4.81%) QlikView
10 53 (3.98%) Power BI
11 52 (3.91%) SQL Server Analysis Services
12 50 (3.76%) SQL Server 2008
13 47 (3.53%) NoSQL
14 46 (3.46%) Oracle Database
14 46 (3.46%) RDBMS
15 43 (3.23%) MongoDB
16 42 (3.16%) BusinessObjects
17 41 (3.08%) SQL Server 2012
18 36 (2.71%) MySQL
19 34 (2.56%) Oracle Database 11g
Development Applications
1 52 (3.91%) Git (software)
2 30 (2.26%) JIRA
3 29 (2.18%) Visual Studio
4 19 (1.43%) Talend Open Studio
5 16 (1.20%) Team Foundation Server
6 14 (1.05%) Oracle Forms
6 14 (1.05%) TeamCity
7 13 (0.98%) ERwin
7 13 (0.98%) Jenkins
7 13 (0.98%) Sonatype Nexus
8 11 (0.83%) Vagrant
8 11 (0.83%) Yeoman
9 10 (0.75%) LabVIEW
10 9 (0.68%) Oracle APEX
11 8 (0.60%) Maven
12 6 (0.45%) Eclipse
12 6 (0.45%) MSBuild
12 6 (0.45%) XMLSpy
13 5 (0.38%) Selenium
13 5 (0.38%) SoapUI
General
1 469 (35.26%) Finance
2 159 (11.95%) Banking
3 151 (11.35%) Marketing
4 116 (8.72%) Retail
5 71 (5.34%) Telecoms
6 66 (4.96%) Legal
7 43 (3.23%) Back Office
8 38 (2.86%) Front Office
9 35 (2.63%) Investment Banking
10 33 (2.48%) Law
11 32 (2.41%) Games
12 30 (2.26%) Financial Institution
13 17 (1.28%) Manufacturing
14 16 (1.20%) Publishing
15 15 (1.13%) Advertising
16 14 (1.05%) Music Industry
17 11 (0.83%) Billing
18 8 (0.60%) French Language
18 8 (0.60%) Italian Language
19 7 (0.53%) Automotive
Job Titles
1 579 (43.53%) Analyst
2 246 (18.50%) Developer
3 207 (15.56%) Data Analyst
4 184 (13.83%) Business Analyst
5 107 (8.05%) Data Scientist
6 106 (7.97%) Consultant
7 101 (7.59%) SQL Analyst
8 70 (5.26%) SQL Data Analyst
9 65 (4.89%) SQL Developer
10 63 (4.74%) Business Intelligence Analyst
11 50 (3.76%) Data Business Analyst
11 50 (3.76%) Senior Analyst
12 43 (3.23%) Business Intelligence Developer
13 42 (3.16%) Junior
14 38 (2.86%) Architect
15 34 (2.56%) Data Architect
16 33 (2.48%) Report Analyst
17 31 (2.33%) Financial Analyst
17 31 (2.33%) Project Manager
17 31 (2.33%) Python Developer
Libraries, Frameworks & Software Standards
1 63 (4.74%) HTML
2 48 (3.61%) XML
3 46 (3.46%) AngularJS
4 44 (3.31%) .NET
5 30 (2.26%) CSS
6 27 (2.03%) RESTful
7 24 (1.80%) Natural Language Processing
8 22 (1.65%) Web Services
9 21 (1.58%) MDX
10 19 (1.43%) HTML5
10 19 (1.43%) Node.js
11 18 (1.35%) SciPy
12 17 (1.28%) Pandas
12 17 (1.28%) React
13 13 (0.98%) scikit-learn
14 11 (0.83%) Cascalog
14 11 (0.83%) D3.js
14 11 (0.83%) jQuery
14 11 (0.83%) JSON
14 11 (0.83%) SOAP
Miscellaneous
1 329 (24.74%) Analytical Skills
2 141 (10.60%) Computer Science
3 135 (10.15%) Visualisation
4 110 (8.27%) Statistics
5 109 (8.20%) Management Information System
6 103 (7.74%) Mathematics
7 79 (5.94%) Algorithms
8 56 (4.21%) User Experience
9 37 (2.78%) Data Structures
10 35 (2.63%) Equities
10 35 (2.63%) Social Media
11 34 (2.56%) Economics
11 34 (2.56%) Fixed Income
12 32 (2.41%) Data Integration
13 31 (2.33%) Physics
14 30 (2.26%) Reference Data
15 29 (2.18%) Derivative
16 28 (2.11%) Data Extraction
17 27 (2.03%) Credit Risk
18 25 (1.88%) Fintech
Operating Systems
1 64 (4.81%) Linux
2 51 (3.83%) Windows
3 36 (2.71%) Unix
4 20 (1.50%) Apple iOS
5 12 (0.90%) Android
6 11 (0.83%) Windows Server
7 5 (0.38%) Windows Server 2003
7 5 (0.38%) Windows Server 2008
8 4 (0.30%) Windows 7
9 3 (0.23%) Ubuntu
10 2 (0.15%) CentOS
11 1 (0.075%) Debian
11 1 (0.075%) Mac OS X
11 1 (0.075%) Red Hat Enterprise Linux
Processes & Methodologies
1 345 (25.94%) Analytics
2 316 (23.76%) Business Intelligence
3 269 (20.23%) Agile Software Development
4 162 (12.18%) Data Modelling
5 148 (11.13%) ETL
6 132 (9.92%) Business Analysis
7 121 (9.10%) Data Analytics
7 121 (9.10%) Machine Learning
8 113 (8.50%) Data Management
9 104 (7.82%) Stakeholder Management
10 103 (7.74%) CRM
11 85 (6.39%) SDLC
12 84 (6.32%) Project Management
13 81 (6.09%) E-Commerce
14 80 (6.02%) Scrum
15 75 (5.64%) Migration
16 74 (5.56%) Change Management
17 72 (5.41%) User Acceptance Testing
18 65 (4.89%) User Stories
19 63 (4.74%) Data Visualisation
Programming Languages
1 660 (49.62%) SQL
2 209 (15.71%) Python
3 135 (10.15%) R
4 116 (8.72%) T-SQL
5 91 (6.84%) Java
6 87 (6.54%) JavaScript
7 84 (6.32%) C#
8 77 (5.79%) VBA
9 68 (5.11%) C++
10 48 (3.61%) PL/SQL
11 45 (3.38%) PHP
12 35 (2.63%) Perl
13 28 (2.11%) Scala
14 24 (1.80%) VB
15 21 (1.58%) Ruby
16 16 (1.20%) Bash Shell
17 13 (0.98%) Clojure
18 12 (0.90%) PowerShell
19 11 (0.83%) Go
19 11 (0.83%) MATLAB
Qualifications
1 324 (24.36%) Degree
2 53 (3.98%) PhD
3 22 (1.65%) CISA
4 19 (1.43%) PCI QSA
5 12 (0.90%) PMI Certification
5 12 (0.90%) PMP
6 11 (0.83%) ISEB
7 10 (0.75%) Oracle Certification
8 9 (0.68%) OCA
9 8 (0.60%) ISTQB
10 7 (0.53%) Microsoft Certification
11 6 (0.45%) Security Cleared
12 5 (0.38%) CCNA
12 5 (0.38%) Cisco Certification
12 5 (0.38%) MCITP
12 5 (0.38%) MCP
12 5 (0.38%) MCSE
12 5 (0.38%) SC Cleared
13 3 (0.23%) CIMA
13 3 (0.23%) PRINCE2 Certification
Quality Assurance & Compliance
1 130 (9.77%) Data Quality
2 68 (5.11%) QA
3 27 (2.03%) PCI DSS
4 14 (1.05%) SLA
5 13 (0.98%) MiFID
6 10 (0.75%) EMIR
7 5 (0.38%) Actionable Recommendations
8 3 (0.23%) Dodd-Frank
8 3 (0.23%) ISO/IEC 27001
9 2 (0.15%) FATCA
9 2 (0.15%) HL7
9 2 (0.15%) SDET
9 2 (0.15%) SNOMED CT
10 1 (0.075%) CRD IV
10 1 (0.075%) UCITS
System Software
1 15 (1.13%) HDFS
2 11 (0.83%) Virtual Machines
2 11 (0.83%) VirtualBox
3 10 (0.75%) Active Directory
4 9 (0.68%) Ceph
4 9 (0.68%) Slurm Workload Manager
5 5 (0.38%) Hyper-V
6 2 (0.15%) Apache Flume
7 1 (0.075%) Docker
7 1 (0.075%) Oracle RAC
7 1 (0.075%) VMware Infrastructure
Systems Management
1 17 (1.28%) EnCase
2 14 (1.05%) Hadoop YARN
3 6 (0.45%) FTK
4 3 (0.23%) Opscode Chef
5 2 (0.15%) EMC NetWorker
5 2 (0.15%) SCSM
6 1 (0.075%) Ansible
6 1 (0.075%) BladeLogic
6 1 (0.075%) Control-M
6 1 (0.075%) HP Quality Center
6 1 (0.075%) logstash
6 1 (0.075%) Puppet
6 1 (0.075%) Salt
6 1 (0.075%) SCCM
6 1 (0.075%) TeamSite
6 1 (0.075%) Tivoli
Vendors
1 220 (16.54%) Microsoft
2 130 (9.77%) Oracle
3 128 (9.62%) Tableau
4 72 (5.41%) Google
5 45 (3.38%) Informatica
6 44 (3.31%) Salesforce.com
7 27 (2.03%) SAP
8 22 (1.65%) IBM
9 20 (1.50%) MicroStrategy
10 19 (1.43%) Talend
11 17 (1.28%) Teradata
12 15 (1.13%) Cognos
13 14 (1.05%) Omniture
14 13 (0.98%) Adobe
15 12 (0.90%) Alteryx
15 12 (0.90%) Bloomberg
15 12 (0.90%) Progress
15 12 (0.90%) Vertica
16 11 (0.83%) Charles River
17 10 (0.75%) Reuters
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 15 hours ago
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: 2 days ago
City, London
Michael Page International
Salary: £40000 - £53000 per annum + benefits
Posted: Yesterday
London
Arrows Group
Salary: £0.00 - £80000 per annum
Posted: 3 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £45000 - £60000 per annum + BONUS + BENEFITS
Posted: 2 days ago
London
Marks Sattin
Salary: £30000 - £40000 per annum
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 4 hours ago
London
Harvey Nash plc
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £55000 - £65000 per annum + 15% Bonus + Pension
Posted: 3 days ago
London
Oho Group Ltd.
Salary: £40000 - £80000 per annum, Benefits Excellent Benefits & Bonus
Posted: 3 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: 3 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 4 days ago
City, London
Schroders plc
Posted: 3 days ago
London
Harrington Starr
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: Yesterday
London
Talent International
Salary: £45000 - £60000 per annum + bonus+ benefits
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 3 days ago
Central London / West End
Client Server
Salary: £55k to £70k + 25 days holiday
Posted: 2 days ago
City, London
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 5 days ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
Posted: 4 days ago
City, London
Wiser Recruitment
Salary: £20000 - £25000 per annum
Posted: 3 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 2 days ago
London
DCL Search & Selection
Salary: £25000 - £28000 per annum
Posted: 2 days ago
London
People Source Consulting
Salary: £35000 - £38000 per annum + Bonus and benefits package
Posted: 4 days ago
City, London
Premier Media
Posted: 11 days ago
North London
The Bridge Ltd
Salary: From £40,000 to £48,000 per annum Pension, Healthcare, Season Ticket L
Posted: 5 days ago
City, London
Premier Media
Posted: 11 days ago
South East London
Stepstone
Salary: Competitive Salary plus 29 days holiday & Group Pension Scheme
Posted: 5 days ago
London
McGregor Boyall
Salary: £50000.00 - £70000.00 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 5 days ago