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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Data Analysis
Rank 187 154 154
Rank change year-on-year
-33 0
Permanent jobs citing Data Analysis 665 946 937
As % of all permanent IT jobs located in London 1.74% 2.17% 2.07%
As % of the Processes & Methodologies category 1.94% 2.46% 2.39%
Number of salaries quoted 569 762 773
Median salary £50,000 £55,000 £51,500
Median salary % change year-on-year
-9.09% +6.79%
90% offered a salary of more than £30,000 £32,550 £32,500
10% offered a salary of more than £76,150 £80,000 £72,500
UK excluding London median salary £42,500 £40,000 £38,000
% change year-on-year
+6.25% +5.26%
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
34291 38500 39263
As % of all permanent IT jobs located in London 89.80% 88.24% 86.75%
Number of salaries quoted 29621 32500 32283
Median salary £60,000 £58,500 £55,000
Median salary % change year-on-year
+2.56% +6.36%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 27 September 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 27 September 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 -45 92 £55,000 -4.34% 18
Beckenham - 8 £42,500 - 1
Stanmore - 8 £40,000 -
Hammersmith - 6 £37,500 -
Enfield - 5 £37,500 -
Kingston Upon Thames -8 4 £37,750 -18.37% 1
Westminster -14 4 £40,000 +10.51%
Ealing +32 3 £45,000 -
Barnet -1 2 £35,000 +40.00%
Uxbridge -8 2 £48,750 +21.87%
Wimbledon - 2 - -
Docklands, London +15 1 - -
Chiswick 0 1 £32,500 -27.77%
Romford - 1 £42,500 -
Canary Wharf - 1 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 27 September 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.

1 775 (52.36%) SQL
2 550 (37.16%) Finance
3 404 (27.30%) Analytical Skills
4 402 (27.16%) Business Intelligence
5 374 (25.27%) Analytics
6 318 (21.49%) Agile Software Development
7 306 (20.68%) Degree
8 255 (17.23%) SQL Server
9 226 (15.27%) Microsoft
10 223 (15.07%) Data Warehouse
11 219 (14.80%) Python
12 194 (13.11%) MS Excel
13 192 (12.97%) Marketing
14 178 (12.03%) R
15 173 (11.69%) Tableau
16 169 (11.42%) Banking
17 165 (11.15%) Data Modelling
18 163 (11.01%) Machine Learning
19 157 (10.61%) Statistics
19 157 (10.61%) T-SQL
20 156 (10.54%) Visualisation
21 155 (10.47%) ETL
22 150 (10.14%) Stakeholder Management
23 148 (10.00%) Big Data
24 147 (9.93%) Computer Science
25 145 (9.80%) Data Quality
25 145 (9.80%) Data Management
26 143 (9.66%) Data Analytics
27 139 (9.39%) SQL Server Integration Services
28 138 (9.32%) Business Analysis

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
1 121 (8.18%) SAS
2 36 (2.43%) Apache Spark
3 29 (1.96%) Elasticsearch
3 29 (1.96%) SharePoint
4 22 (1.49%) BizTalk Server
5 20 (1.35%) Apache Pig
6 16 (1.08%) Apache
7 15 (1.01%) ArcGIS
8 13 (0.88%) Apache Solr
8 13 (0.88%) JBoss
9 11 (0.74%) Confluence
10 8 (0.54%) WebSphere
11 7 (0.47%) IIS
12 4 (0.27%) Tomcat
13 3 (0.20%) IBM Notes
13 3 (0.20%) MS Exchange
13 3 (0.20%) WebLogic
14 2 (0.14%) MQSeries
15 1 (0.068%) ColdFusion
15 1 (0.068%) Oracle Workflow
Applications
1 194 (13.11%) MS Excel
2 103 (6.96%) MS Office
3 81 (5.47%) MS PowerPoint
4 66 (4.46%) SPSS
5 29 (1.96%) MS Visio
6 10 (0.68%) Photoshop
7 7 (0.47%) Adobe Illustrator
7 7 (0.47%) Stata
8 4 (0.27%) HipChat
8 4 (0.27%) Spreadsheet
9 3 (0.20%) GNU Octave
9 3 (0.20%) MS Project
9 3 (0.20%) Weka
10 2 (0.14%) CPLEX
10 2 (0.14%) EViews
11 1 (0.068%) S-PLUS
Business Applications
1 16 (1.08%) Dynamics CRM
2 14 (0.95%) Markit EDM
3 12 (0.81%) WebTrends
4 8 (0.54%) Dynamics AX
4 8 (0.54%) Eloqua
4 8 (0.54%) Endur
4 8 (0.54%) FastStats
5 7 (0.47%) SAP Oil and Gas
6 6 (0.41%) Aareon QL
6 6 (0.41%) Academy Housing
6 6 (0.41%) MIS ActiveH
6 6 (0.41%) Northgate Housing
6 6 (0.41%) OPENHousing
6 6 (0.41%) Oracle EBS
6 6 (0.41%) Orchard Housing
6 6 (0.41%) SAP CRM
7 5 (0.34%) Algo Collateral
7 5 (0.34%) Salesforce.com CRM
8 4 (0.27%) Remedy ITSM
8 4 (0.27%) RMDS
Cloud Services
1 57 (3.85%) Amazon AWS
2 38 (2.57%) Google Analytics
3 26 (1.76%) Amazon EC2
4 18 (1.22%) Amazon EMR
4 18 (1.22%) Amazon S3
4 18 (1.22%) SaaS
5 9 (0.61%) Microsoft Azure
6 6 (0.41%) Force.com
7 5 (0.34%) Cloud Computing
7 5 (0.34%) GitHub
7 5 (0.34%) Google Cloud Platform
8 4 (0.27%) AdWords
9 3 (0.20%) FinancialForce.com
10 2 (0.14%) SmartFocus
11 1 (0.068%) Adobe Analytics
11 1 (0.068%) Adobe Creative Cloud
Communications & Networking
1 13 (0.88%) Internet
2 8 (0.54%) FTP
2 8 (0.54%) Network Security
3 7 (0.47%) Intranet
4 3 (0.20%) Firewall
5 2 (0.14%) Broadband
5 2 (0.14%) RTP
5 2 (0.14%) VLAN
6 1 (0.068%) DHCP
6 1 (0.068%) DNS
6 1 (0.068%) Intrusion Detection
6 1 (0.068%) SAN
6 1 (0.068%) SNMP
6 1 (0.068%) Wireless
Database & Business Intelligence
1 255 (17.23%) SQL Server
2 223 (15.07%) Data Warehouse
3 148 (10.00%) Big Data
4 139 (9.39%) SQL Server Integration Services
5 122 (8.24%) SQL Server Reporting Services
6 108 (7.30%) Relational Database
7 96 (6.49%) Data Mining
8 89 (6.01%) SQL Server 2008
9 88 (5.95%) Hadoop
10 75 (5.07%) BusinessObjects
11 72 (4.86%) QlikView
12 70 (4.73%) SQL Server 2012
13 65 (4.39%) SQL Server Analysis Services
14 57 (3.85%) NoSQL
15 51 (3.45%) MongoDB
16 48 (3.24%) MySQL
17 47 (3.18%) Power BI
18 45 (3.04%) PostgreSQL
19 41 (2.77%) Apache Hive
20 40 (2.70%) SQL Server 2005
Development Applications
1 62 (4.19%) Git (software)
2 32 (2.16%) Visual Studio
3 30 (2.03%) JIRA
4 27 (1.82%) Jenkins
5 22 (1.49%) Team Foundation Server
6 18 (1.22%) Vagrant
6 18 (1.22%) Yeoman
7 14 (0.95%) Talend Open Studio
8 10 (0.68%) LabVIEW
8 10 (0.68%) Oracle Forms
9 9 (0.61%) Atlassian Bamboo
9 9 (0.61%) Axure RP
9 9 (0.61%) Maven
10 8 (0.54%) ERwin
10 8 (0.54%) Gradle
10 8 (0.54%) Oracle APEX
10 8 (0.54%) Subversion
10 8 (0.54%) TeamCity
11 7 (0.47%) Sonatype Nexus
11 7 (0.47%) Visual Studio Tools for Office
General
1 550 (37.16%) Finance
2 192 (12.97%) Marketing
3 169 (11.42%) Banking
4 110 (7.43%) Retail
5 75 (5.07%) Telecoms
6 65 (4.39%) Legal
7 43 (2.91%) Investment Banking
8 40 (2.70%) Back Office
9 39 (2.64%) Front Office
10 29 (1.96%) Publishing
11 28 (1.89%) Law
12 27 (1.82%) Manufacturing
13 26 (1.76%) Games
14 23 (1.55%) Advertising
15 22 (1.49%) Financial Institution
16 19 (1.28%) Billing
17 14 (0.95%) Pharmaceutical
18 11 (0.74%) Music Industry
19 9 (0.61%) French Language
19 9 (0.61%) Italian Language
Job Titles
1 673 (45.47%) Analyst
2 240 (16.22%) Developer
3 239 (16.15%) Data Analyst
4 211 (14.26%) Business Analyst
5 136 (9.19%) SQL Analyst
6 133 (8.99%) Consultant
7 121 (8.18%) Data Scientist
8 96 (6.49%) Business Intelligence Analyst
9 87 (5.88%) SQL Data Analyst
10 72 (4.86%) Data Business Analyst
11 70 (4.73%) SQL Developer
12 66 (4.46%) Senior Analyst
13 55 (3.72%) Report Analyst
14 54 (3.65%) Business Intelligence Developer
14 54 (3.65%) Junior
15 43 (2.91%) Architect
15 43 (2.91%) Insight Analyst
16 40 (2.70%) Financial Analyst
17 39 (2.64%) IT Analyst
18 34 (2.30%) Excel Analyst
Libraries, Frameworks & Software Standards
1 79 (5.34%) HTML
2 54 (3.65%) .NET
3 52 (3.51%) AngularJS
4 47 (3.18%) CSS
5 43 (2.91%) MDX
5 43 (2.91%) XML
6 35 (2.36%) Natural Language Processing
7 30 (2.03%) Web Services
8 28 (1.89%) Pandas
9 26 (1.76%) D3.js
9 26 (1.76%) REST
10 25 (1.69%) SciPy
11 24 (1.62%) scikit-learn
12 20 (1.35%) JSON
13 19 (1.28%) SOAP
14 18 (1.22%) Cascalog
14 18 (1.22%) HTML5
15 15 (1.01%) React
15 15 (1.01%) RESTful
16 12 (0.81%) Spring
Miscellaneous
1 404 (27.30%) Analytical Skills
2 157 (10.61%) Statistics
3 156 (10.54%) Visualisation
4 147 (9.93%) Computer Science
5 118 (7.97%) Management Information System
6 111 (7.50%) Mathematics
7 71 (4.80%) User Experience
8 70 (4.73%) Algorithms
9 45 (3.04%) Physics
10 44 (2.97%) Fintech
11 38 (2.57%) Data Structures
12 35 (2.36%) Fixed Income
13 34 (2.30%) Economics
14 31 (2.09%) Reference Data
14 31 (2.09%) Social Media
15 30 (2.03%) Hedge funds
16 29 (1.96%) Equities
17 26 (1.76%) Derivative
18 25 (1.69%) Credit Risk
19 24 (1.62%) Data Integration
Operating Systems
1 78 (5.27%) Linux
2 46 (3.11%) Windows
3 41 (2.77%) Unix
4 24 (1.62%) Apple iOS
5 12 (0.81%) Windows Server
6 10 (0.68%) CentOS
7 8 (0.54%) Android
8 4 (0.27%) Ubuntu
9 2 (0.14%) AIX
9 2 (0.14%) Solaris
10 1 (0.068%) Mac OS X
10 1 (0.068%) Windows 7
Processes & Methodologies
1 402 (27.16%) Business Intelligence
2 374 (25.27%) Analytics
3 318 (21.49%) Agile Software Development
4 165 (11.15%) Data Modelling
5 163 (11.01%) Machine Learning
6 155 (10.47%) ETL
7 150 (10.14%) Stakeholder Management
8 145 (9.80%) Data Management
9 143 (9.66%) Data Analytics
10 138 (9.32%) Business Analysis
11 118 (7.97%) Project Management
12 108 (7.30%) Scrum
13 104 (7.03%) CRM
14 103 (6.96%) Asset Management
15 100 (6.76%) User Acceptance Testing
16 92 (6.22%) Migration
17 88 (5.95%) SDLC
18 77 (5.20%) E-Commerce
19 67 (4.53%) Data Migration
20 65 (4.39%) Data Visualisation
Programming Languages
1 775 (52.36%) SQL
2 219 (14.80%) Python
3 178 (12.03%) R
4 157 (10.61%) T-SQL
5 123 (8.31%) Java
6 106 (7.16%) VBA
7 96 (6.49%) JavaScript
8 74 (5.00%) C#
9 48 (3.24%) PHP
10 47 (3.18%) PL/SQL
11 45 (3.04%) C++
12 28 (1.89%) Perl
13 20 (1.35%) Clojure
14 19 (1.28%) VB
15 18 (1.22%) Bash Shell
15 18 (1.22%) Cypher
15 18 (1.22%) MATLAB
15 18 (1.22%) Scala
16 15 (1.01%) Ruby
17 12 (0.81%) PowerShell
Qualifications
1 306 (20.68%) Degree
2 53 (3.58%) PhD
3 31 (2.09%) CISA
4 28 (1.89%) PCI QSA
5 13 (0.88%) Security Cleared
6 12 (0.81%) ISEB
6 12 (0.81%) SC Cleared
7 8 (0.54%) ISTQB
7 8 (0.54%) OCA
7 8 (0.54%) Oracle Certification
8 7 (0.47%) CISSP
8 7 (0.47%) PMI Certification
9 6 (0.41%) CISM
9 6 (0.41%) PMP
10 4 (0.27%) BPSS Clearance
10 4 (0.27%) GCIH
10 4 (0.27%) ISTQB Foundation Certification
10 4 (0.27%) MBA
10 4 (0.27%) PRINCE2 Certification
11 3 (0.20%) GIAC
Quality Assurance & Compliance
1 145 (9.80%) Data Quality
2 84 (5.68%) QA
3 41 (2.77%) PCI DSS
4 27 (1.82%) SLA
5 12 (0.81%) MiFID
6 8 (0.54%) CRD IV
6 8 (0.54%) EMIR
7 7 (0.47%) Basel III
7 7 (0.47%) COREP
7 7 (0.47%) FINREP
8 6 (0.41%) Dodd-Frank
9 4 (0.27%) Actionable Recommendations
10 2 (0.14%) FATCA
10 2 (0.14%) ISO/IEC 27001
10 2 (0.14%) SDET
11 1 (0.068%) UCITS
System Software
1 18 (1.22%) Virtual Machines
1 18 (1.22%) VirtualBox
2 9 (0.61%) HDFS
3 3 (0.20%) Active Directory
4 1 (0.068%) Apache Flume
4 1 (0.068%) Oracle RAC
4 1 (0.068%) VMware Infrastructure
Systems Management
1 14 (0.95%) EnCase
2 8 (0.54%) Hadoop YARN
3 7 (0.47%) Opscode Chef
4 6 (0.41%) Puppet
5 5 (0.34%) HP Quality Center
5 5 (0.34%) logstash
6 4 (0.27%) Terraform
6 4 (0.27%) Thomson Reuters DACS
7 2 (0.14%) FTK
7 2 (0.14%) SCSM
8 1 (0.068%) BladeLogic
8 1 (0.068%) Control-M
8 1 (0.068%) Kibana
8 1 (0.068%) SCCM
8 1 (0.068%) TeamSite
8 1 (0.068%) Tivoli
Vendors
1 226 (15.27%) Microsoft
2 173 (11.69%) Tableau
3 128 (8.65%) Oracle
4 57 (3.85%) Google
5 49 (3.31%) Salesforce.com
6 33 (2.23%) Informatica
7 31 (2.09%) SAP
8 28 (1.89%) Splunk
9 26 (1.76%) Bloomberg
10 23 (1.55%) IBM
11 21 (1.42%) Reuters
12 18 (1.22%) Cognos
13 17 (1.15%) MicroStrategy
13 17 (1.15%) Remedy
13 17 (1.15%) Teradata
14 16 (1.08%) Adobe
15 14 (0.95%) Red Hat
15 14 (0.95%) Talend
16 12 (0.81%) Netezza
17 11 (0.74%) Omniture
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 6 hours ago
London
Experis Ltd
Salary: £70000 - £90000 per annum
Posted: Yesterday
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: Yesterday
East London
Opus Recruitment Solutions Ltd
Salary: £45000 - £55000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 18 hours ago
London
Parallel Consulting
Salary: £65000 - £85000 per annum + bonus, benefits, pension
Posted: Yesterday
City, London
Keystream Resources Limited
Salary: From £31,000 to £41,000 per annum
Posted: 3 days ago
London
ComputAppoint
Salary: £28000 - £30000 per annum + Benefits
Posted: 5 days ago
London
Creative Personnel
Salary: £35000 - £47000 per annum
Posted: 4 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + benefits
Posted: 5 days ago
London
McGregor Boyall
Salary: £50000.00 - £60000.00 per annum
Posted: 5 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 10 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 17 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 6 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 6 days ago
London
Venturi
Salary: £45000.00 - £55000.00 per annum + Benefits
Posted: 5 days ago
South West London
Oxbridge Answers
Salary: 35,000
Posted: 5 days ago
London
Parallel Consulting
Salary: £30000 - £35000 per annum
Posted: 6 days ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 70,000 + Shares + Laptop
Posted: 4 days ago
London
Creative Personnel
Salary: £45000 - £60000 per annum
Posted: 4 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 3 days ago
Kingston Upon Thames, Surrey
Quant Capital
Salary: Up to £30,000 per annum Bonus Medical Pension
Posted: 4 days ago
London
Parham Consulting
Salary: From £40,000 to £45,000 per annum £40,000 - £45,000 plus discretionary
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000.00 per annum + benefits
Posted: 6 days ago
City, London
Intelletec
Salary: From £60,000 to £80,000 per annum
Posted: 4 days ago
City, London
AdRoc Group
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 6 days ago
South West London
Eligo Recruitment Ltd
Salary: £40000 - £100000 per annum + Benefits
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 6 days ago