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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Analysis
England / London
Rank 175 170 163
Rank change year-on-year
-5 -7
Permanent jobs citing Data Analysis 594 812 836
As % of all permanent IT jobs located in London 1.80% 1.98% 2.00%
As % of the Processes & Methodologies category 2.00% 2.21% 2.30%
Number of salaries quoted 493 681 708
Median salary £55,000 £52,500 £50,000
Median salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £32,000 £35,000 £32,500
10% offered a salary of more than £82,500 £82,500 £70,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

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
29626 36666 36372
As % of all permanent IT jobs located in London 89.95% 89.24% 87.09%
Number of salaries quoted 24852 31313 30463
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 £39,000 £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 25 February 2017.

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 25 February 2017. 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 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 -20 119 £47,500 -5.00% 17
Wimbledon +11 5 - - 2
Stanmore - 5 £40,000 -
Croydon +9 4 £26,500 -44.21%
Beckenham - 4 £42,500 -
Enfield +9 2 £25,000 -28.57%
Canary Wharf -9 2 £60,000 +45.45%
Uxbridge -10 1 £25,000 -37.50%
Bromley -18 1 - -
Feltham - 1 £60,000 - 1
Teddington - 1 £32,500 -
Docklands, London - 1 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, 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.

1 612 (48.57%) SQL
2 440 (34.92%) Finance
3 341 (27.06%) Analytics
4 332 (26.35%) Analytical Skills
5 300 (23.81%) Degree
6 289 (22.94%) Business Intelligence
7 276 (21.90%) Agile Software Development
8 223 (17.70%) Microsoft
9 201 (15.95%) MS Excel
10 198 (15.71%) Python
11 172 (13.65%) SQL Server
12 169 (13.41%) Big Data
13 158 (12.54%) Banking
14 156 (12.38%) Data Modelling
15 152 (12.06%) Visualisation
16 149 (11.83%) Business Analysis
17 147 (11.67%) Data Warehouse
18 144 (11.43%) Computer Science
19 141 (11.19%) Marketing
20 131 (10.40%) Stakeholder Management
21 123 (9.76%) R
22 122 (9.68%) Mathematics
23 118 (9.37%) Oracle
24 114 (9.05%) Management Information System
25 105 (8.33%) ETL
25 105 (8.33%) Data Management
25 105 (8.33%) Data Quality
26 102 (8.10%) CRM
27 101 (8.02%) Data Analytics
28 100 (7.94%) MS Office

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 79 (6.27%) SharePoint
2 74 (5.87%) SAS
3 65 (5.16%) Apache Spark
4 21 (1.67%) Apache
5 16 (1.27%) Elasticsearch
6 12 (0.95%) Confluence
7 11 (0.87%) Apache Pig
8 9 (0.71%) OpenStack
9 7 (0.56%) Apache Airflow
9 7 (0.56%) Smallworld
10 6 (0.48%) Apache Solr
10 6 (0.48%) CMS
10 6 (0.48%) SharePoint 2013
11 4 (0.32%) IBM Notes
11 4 (0.32%) IIS
11 4 (0.32%) MS Exchange
11 4 (0.32%) SharePoint 2010
11 4 (0.32%) Tomcat
12 3 (0.24%) ArcGIS
12 3 (0.24%) BizTalk Server
Applications
1 201 (15.95%) MS Excel
2 100 (7.94%) MS Office
3 68 (5.40%) MS PowerPoint
4 40 (3.17%) SPSS
5 28 (2.22%) MS Visio
6 21 (1.67%) Spreadsheet
7 14 (1.11%) MS Project
8 8 (0.63%) EViews
9 6 (0.48%) GNU Octave
10 2 (0.16%) Stata
10 2 (0.16%) Weka
11 1 (0.079%) SPSS Modeler
Business Applications
1 15 (1.19%) Dynamics CRM
2 10 (0.79%) WebTrends
3 8 (0.63%) Markit EDM
4 6 (0.48%) Oracle EBS
4 6 (0.48%) SAP CRM
4 6 (0.48%) SAP Oil and Gas
5 5 (0.40%) NetSuite
5 5 (0.40%) Workfront
6 4 (0.32%) Cognos TM1
6 4 (0.32%) FastStats
6 4 (0.32%) Oracle BPM
7 3 (0.24%) Aareon QL
7 3 (0.24%) Academy Housing
7 3 (0.24%) Dynamics GP
7 3 (0.24%) Kypera Housing
7 3 (0.24%) MIS ActiveH
7 3 (0.24%) Northgate Housing
7 3 (0.24%) OPENHousing
7 3 (0.24%) Oracle Financials
7 3 (0.24%) Orchard Housing
Cloud Services
1 32 (2.54%) Google Analytics
2 24 (1.90%) Amazon AWS
3 19 (1.51%) Google Cloud Platform
4 13 (1.03%) Adobe Analytics
5 12 (0.95%) GitHub
6 7 (0.56%) Amazon Kinesis
6 7 (0.56%) Microsoft Azure
6 7 (0.56%) SaaS
7 6 (0.48%) AdWords
7 6 (0.48%) Office 365
8 5 (0.40%) Amazon EC2
8 5 (0.40%) Amazon EMR
8 5 (0.40%) Amazon S3
9 4 (0.32%) Cloud Computing
9 4 (0.32%) Google Tag Manager
10 3 (0.24%) SuccessFactors
11 1 (0.079%) Adobe Creative Cloud
11 1 (0.079%) Azure Machine Learning
11 1 (0.079%) Dropbox
11 1 (0.079%) Google Play
Communications & Networking
1 29 (2.30%) Intranet
2 15 (1.19%) Internet
3 11 (0.87%) HTTP
4 9 (0.71%) DNS
4 9 (0.71%) SSL
5 5 (0.40%) FTP
5 5 (0.40%) SAN
5 5 (0.40%) TCP/IP
6 3 (0.24%) Network Security
6 3 (0.24%) SWIFTNet
7 2 (0.16%) BGP
7 2 (0.16%) Intrusion Detection
7 2 (0.16%) LDAP
7 2 (0.16%) Wireshark
8 1 (0.079%) Peer-to-Peer Networking
8 1 (0.079%) Skype
8 1 (0.079%) SMS
8 1 (0.079%) VPN
Database & Business Intelligence
1 172 (13.65%) SQL Server
2 169 (13.41%) Big Data
3 147 (11.67%) Data Warehouse
4 91 (7.22%) SQL Server Integration Services
5 78 (6.19%) Hadoop
5 78 (6.19%) Relational Database
5 78 (6.19%) SQL Server Reporting Services
6 67 (5.32%) Data Mining
7 61 (4.84%) Power BI
8 60 (4.76%) QlikView
9 49 (3.89%) MySQL
10 48 (3.81%) RDBMS
11 45 (3.57%) NoSQL
12 38 (3.02%) SQL Server Analysis Services
13 36 (2.86%) PostgreSQL
14 32 (2.54%) BusinessObjects
14 32 (2.54%) MongoDB
15 31 (2.46%) Oracle Database
16 28 (2.22%) Apache Hive
17 24 (1.90%) SQL Server 2014
Development Applications
1 48 (3.81%) Git (software)
2 25 (1.98%) JIRA
3 20 (1.59%) Visual Studio
4 19 (1.51%) ERwin
5 17 (1.35%) TeamCity
6 16 (1.27%) Talend Open Studio
7 12 (0.95%) Oracle Forms
8 11 (0.87%) Sonatype Nexus
9 9 (0.71%) Maven
10 8 (0.63%) Oracle APEX
10 8 (0.63%) Selenium
10 8 (0.63%) WebDriver
11 7 (0.56%) Eclipse
11 7 (0.56%) Jenkins
11 7 (0.56%) MSBuild
11 7 (0.56%) Team Foundation Server
11 7 (0.56%) XMLSpy
12 6 (0.48%) LabVIEW
12 6 (0.48%) Subversion
13 5 (0.40%) Yeoman
General
1 440 (34.92%) Finance
2 158 (12.54%) Banking
3 141 (11.19%) Marketing
4 80 (6.35%) Retail
5 69 (5.48%) Telecoms
6 60 (4.76%) Legal
7 40 (3.17%) Front Office
8 39 (3.10%) Back Office
9 34 (2.70%) Games
10 27 (2.14%) Advertising
11 26 (2.06%) Law
12 24 (1.90%) Financial Institution
13 20 (1.59%) Manufacturing
14 18 (1.43%) Investment Banking
15 12 (0.95%) Publishing
16 11 (0.87%) Corporate Banking
17 10 (0.79%) Automotive
17 10 (0.79%) Music Industry
17 10 (0.79%) Pharmaceutical
18 7 (0.56%) Billing
Job Titles
1 567 (45.00%) Analyst
2 207 (16.43%) Data Analyst
3 194 (15.40%) Developer
4 182 (14.44%) Business Analyst
5 101 (8.02%) Data Scientist
6 85 (6.75%) SQL Analyst
7 79 (6.27%) Consultant
8 58 (4.60%) SQL Data Analyst
9 56 (4.44%) Senior Analyst
10 46 (3.65%) Architect
11 43 (3.41%) SQL Developer
12 41 (3.25%) Report Analyst
13 33 (2.62%) Data Engineer
14 32 (2.54%) Business Intelligence Developer
14 32 (2.54%) Data Architect
14 32 (2.54%) Digital Analyst
15 31 (2.46%) Business Intelligence Analyst
15 31 (2.46%) Python Developer
16 28 (2.22%) Junior
17 27 (2.14%) Insight Analyst
Libraries, Frameworks & Software Standards
1 43 (3.41%) XML
2 38 (3.02%) .NET
3 35 (2.78%) HTML
4 26 (2.06%) AngularJS
5 24 (1.90%) RESTful
6 21 (1.67%) Web Services
7 18 (1.43%) Node.js
8 16 (1.27%) CSS
8 16 (1.27%) Natural Language Processing
9 14 (1.11%) Ajax
9 14 (1.11%) D3.js
9 14 (1.11%) Pandas
10 13 (1.03%) NumPy
10 13 (1.03%) SciPy
11 11 (0.87%) ASP.NET
12 10 (0.79%) JSON
12 10 (0.79%) Kafka
12 10 (0.79%) REST
12 10 (0.79%) scikit-learn
13 9 (0.71%) jQuery
Miscellaneous
1 332 (26.35%) Analytical Skills
2 144 (11.43%) Computer Science
3 114 (9.05%) Management Information System
4 72 (5.71%) Algorithms
5 51 (4.05%) User Experience
6 49 (3.89%) Fixed Income
7 36 (2.86%) Data Structures
8 31 (2.46%) Equities
8 31 (2.46%) Fintech
9 30 (2.38%) Social Media
10 26 (2.06%) Reference Data
11 23 (1.83%) Credit Risk
12 20 (1.59%) Derivative
13 15 (1.19%) Mobile App
14 14 (1.11%) Foreign Exchange (FX)
15 10 (0.79%) Life Science
16 9 (0.71%) FMCG
16 9 (0.71%) NHS
17 8 (0.63%) Market Risk
18 7 (0.56%) Social Network
Operating Systems
1 61 (4.84%) Linux
2 55 (4.37%) Windows
3 33 (2.62%) Unix
4 12 (0.95%) Apple iOS
4 12 (0.95%) Windows Server
5 10 (0.79%) CentOS
6 8 (0.63%) Android
7 5 (0.40%) Windows Server 2003
7 5 (0.40%) Windows Server 2008
8 4 (0.32%) Ubuntu
9 3 (0.24%) Windows 7
10 1 (0.079%) Debian
10 1 (0.079%) Red Hat Enterprise Linux
Processes & Methodologies
1 341 (27.06%) Analytics
2 289 (22.94%) Business Intelligence
3 276 (21.90%) Agile Software Development
4 156 (12.38%) Data Modelling
5 152 (12.06%) Visualisation
6 149 (11.83%) Business Analysis
7 131 (10.40%) Stakeholder Management
8 122 (9.68%) Mathematics
9 105 (8.33%) Data Management
9 105 (8.33%) ETL
10 102 (8.10%) CRM
11 101 (8.02%) Data Analytics
12 91 (7.22%) Project Management
13 90 (7.14%) Machine Learning
14 89 (7.06%) Statistics
14 89 (7.06%) User Acceptance Testing
15 86 (6.83%) Data Visualisation
16 77 (6.11%) Scrum
17 72 (5.71%) E-Commerce
18 71 (5.63%) Software Engineering
Programming Languages
1 612 (48.57%) SQL
2 198 (15.71%) Python
3 123 (9.76%) R
4 86 (6.83%) Java
5 79 (6.27%) T-SQL
6 76 (6.03%) JavaScript
7 70 (5.56%) VBA
8 63 (5.00%) C++
9 57 (4.52%) C#
10 44 (3.49%) PL/SQL
11 43 (3.41%) Scala
12 29 (2.30%) C
12 29 (2.30%) Perl
13 28 (2.22%) PHP
14 20 (1.59%) VB
15 19 (1.51%) MATLAB
15 19 (1.51%) Ruby
16 14 (1.11%) Go
17 13 (1.03%) Bash Shell
18 6 (0.48%) PowerShell
Qualifications
1 300 (23.81%) Degree
2 54 (4.29%) PhD
3 28 (2.22%) CISA
4 25 (1.98%) PCI QSA
5 14 (1.11%) PMP
6 9 (0.71%) PMI Certification
7 8 (0.63%) Oracle Certification
8 7 (0.56%) ISEB
8 7 (0.56%) OCA
9 6 (0.48%) Microsoft Certification
10 5 (0.40%) CCNA
10 5 (0.40%) CFA
10 5 (0.40%) Cisco Certification
10 5 (0.40%) MCITP
10 5 (0.40%) MCP
10 5 (0.40%) MCSE
10 5 (0.40%) PRINCE2 Certification
11 4 (0.32%) MBA
12 3 (0.24%) CIMA
12 3 (0.24%) ISTQB
Quality Assurance & Compliance
1 105 (8.33%) Data Quality
2 57 (4.52%) QA
3 28 (2.22%) PCI DSS
4 16 (1.27%) PMO
5 10 (0.79%) MiFID
6 9 (0.71%) EMIR
6 9 (0.71%) SLA
7 5 (0.40%) P3O
8 3 (0.24%) SNOMED CT
9 2 (0.16%) Dodd-Frank
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 9
9 2 (0.16%) ISO/IEC 27001
10 1 (0.079%) Actionable Recommendations
10 1 (0.079%) FATCA
10 1 (0.079%) GCP
10 1 (0.079%) GDPR
10 1 (0.079%) UCITS
System Software
1 14 (1.11%) Active Directory
2 12 (0.95%) HDFS
3 9 (0.71%) Ceph
3 9 (0.71%) Slurm Workload Manager
4 5 (0.40%) Hyper-V
4 5 (0.40%) Virtual Machines
4 5 (0.40%) VirtualBox
5 2 (0.16%) Apache Flume
5 2 (0.16%) Docker
Systems Management
1 13 (1.03%) Kibana
2 11 (0.87%) Hadoop YARN
3 10 (0.79%) EnCase
4 9 (0.71%) logstash
5 4 (0.32%) FTK
6 3 (0.24%) EMC NetWorker
7 2 (0.16%) Opscode Chef
7 2 (0.16%) SCSM
8 1 (0.079%) Ansible
8 1 (0.079%) HP Quality Center
8 1 (0.079%) Puppet
8 1 (0.079%) RSA Archer
8 1 (0.079%) Salt
Vendors
1 223 (17.70%) Microsoft
2 118 (9.37%) Oracle
3 94 (7.46%) Tableau
4 67 (5.32%) Google
5 39 (3.10%) Salesforce.com
6 34 (2.70%) SAP
7 32 (2.54%) Informatica
8 25 (1.98%) Vermilion
9 18 (1.43%) Adobe
9 18 (1.43%) IBM
10 16 (1.27%) Talend
10 16 (1.27%) Teradata
11 15 (1.19%) Alteryx
11 15 (1.19%) Red Hat
12 13 (1.03%) MicroStrategy
13 12 (0.95%) Progress
14 11 (0.87%) Cognos
15 9 (0.71%) Actimize
15 9 (0.71%) Omniture
15 9 (0.71%) Trillium
London
Mortimer Spinks
Posted: Yesterday
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: Yesterday
West London
QVC
Salary: From £28,000 to £37,000 per annum
Posted: Yesterday
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: Yesterday
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 2 days ago
London
Oliver James Associates
Salary: £85000 - £110000 per annum + Excellent Benefits and Bonus
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 2 days ago
South East London
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 2 days ago
London
set2recruit
Salary: Up to £60,000 per annum
Posted: Yesterday
London
Codex
Salary: From £30,000 to £60,000 per annum
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £70000 - £95000 per annum + 25% Bonus + 10% Pension
Posted: 2 days ago
South East London
Reco Ltd
Salary: £30,000 - £40,000 + Benefits in a relaxed environment driven by tech!
Posted: 4 days ago
South West London
Understanding Recruitment
Salary: £20000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
London
Parallel Consulting
Salary: £80000 - £130000 per annum
Posted: 4 days ago
City, London
ARC IT Recruitment Ltd
Salary: £45,000 - £50,000 + Benefits
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £85000 - £95000 per annum
Posted: Yesterday
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 5 days ago
London
Computer People
Salary: £20000.00 - £31000.00 per annum + Benefits
Posted: 5 days ago
South East London
CHM Recruit
Salary: £26,000 per annum circa
Posted: 4 days ago
London
Hudson IT
Salary: £70000 - £80000 per annum + Excellent Package
Posted: 5 days ago
South East London
Jobsite
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago
South East London
Stratospherec
Salary: From £50,000 to £60,000 per annum excellent benefits package
Posted: 2 days ago
Central London / West End
Stratospherec
Salary: Up to £70,000 per annum excellent benefits package
Posted: 2 days ago
Central London / West End
Client Server
Salary: £45k to £55k + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £110,000 + Bonus
Posted: 3 days ago
West London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 2 days ago
London
Oliver Bernard
Salary: £65000 - £75000 per annum
Posted: 2 days ago