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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Analysis
England / London
Rank 178 160 152
Rank change year-on-year
-18 -8
Permanent jobs citing Data Analysis 632 845 858
As % of all permanent IT jobs located in London 1.91% 2.08% 2.09%
As % of the Processes & Methodologies category 2.15% 2.35% 2.42%
Number of salaries quoted 527 714 730
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 £32,500 £35,000 £32,450
10% offered a salary of more than £76,000 £85,000 £70,000
UK excluding London median salary £41,250 £40,000 £37,500
% change year-on-year
+3.12% +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
29417 35977 35510
As % of all permanent IT jobs located in London 89.06% 88.50% 86.36%
Number of salaries quoted 24827 30738 29937
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 £39,000 £40,000 £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 22 January 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 22 January 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 +2 133 £44,750 -10.50% 21
Wimbledon - 10 - -
Beckenham - 4 £42,500 -
Croydon +8 2 £24,000 -49.47% 1
Bromley -18 1 - -
Stanmore - 1 £40,000 -
Docklands, London - 1 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 22 January 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.

1 597 (47.42%) SQL
2 429 (34.07%) Finance
3 337 (26.77%) Analytics
4 322 (25.58%) Analytical Skills
5 294 (23.35%) Business Intelligence
6 289 (22.95%) Degree
7 256 (20.33%) Agile Software Development
8 199 (15.81%) Microsoft
9 194 (15.41%) Python
9 194 (15.41%) MS Excel
10 173 (13.74%) SQL Server
11 163 (12.95%) Data Warehouse
12 162 (12.87%) Big Data
13 146 (11.60%) Data Modelling
14 142 (11.28%) Banking
14 142 (11.28%) Visualisation
15 136 (10.80%) ETL
16 132 (10.48%) Computer Science
17 125 (9.93%) Stakeholder Management
18 124 (9.85%) Business Analysis
19 123 (9.77%) R
20 122 (9.69%) Oracle
21 120 (9.53%) Marketing
22 116 (9.21%) Data Quality
23 115 (9.13%) SQL Server Integration Services
24 113 (8.98%) Management Information System
25 106 (8.42%) Tableau
26 104 (8.26%) MS Office
26 104 (8.26%) Data Management
27 103 (8.18%) Data Analytics

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 69 (5.48%) SharePoint
2 68 (5.40%) SAS
3 49 (3.89%) Apache Spark
4 16 (1.27%) Apache
5 13 (1.03%) Apache Pig
6 12 (0.95%) Elasticsearch
7 11 (0.87%) Confluence
8 10 (0.79%) Apache Solr
9 9 (0.71%) BizTalk Server
9 9 (0.71%) OpenStack
10 8 (0.64%) ArcGIS
11 6 (0.48%) CMS
12 5 (0.40%) IIS
12 5 (0.40%) SharePoint 2013
12 5 (0.40%) Smallworld
13 4 (0.32%) Tomcat
14 3 (0.24%) Drupal
14 3 (0.24%) IBM Notes
14 3 (0.24%) MS Exchange
14 3 (0.24%) SharePoint 2010
Applications
1 194 (15.41%) MS Excel
2 104 (8.26%) MS Office
3 76 (6.04%) MS PowerPoint
4 38 (3.02%) SPSS
5 26 (2.07%) MS Visio
6 18 (1.43%) Spreadsheet
7 14 (1.11%) MS Project
8 8 (0.64%) EViews
9 7 (0.56%) GNU Octave
10 3 (0.24%) Stata
11 2 (0.16%) CPLEX
11 2 (0.16%) Weka
Business Applications
1 17 (1.35%) Dynamics CRM
2 12 (0.95%) WebTrends
3 7 (0.56%) Dynamics AX
3 7 (0.56%) FastStats
4 6 (0.48%) Oracle EBS
4 6 (0.48%) SAP CRM
5 5 (0.40%) Aareon QL
5 5 (0.40%) Academy Housing
5 5 (0.40%) Cognos TM1
5 5 (0.40%) Markit EDM
5 5 (0.40%) MIS ActiveH
5 5 (0.40%) Northgate Housing
5 5 (0.40%) OPENHousing
5 5 (0.40%) Orchard Housing
6 4 (0.32%) Oracle BPM
6 4 (0.32%) Salesforce.com CRM
7 3 (0.24%) Dynamics GP
7 3 (0.24%) Dynamics NAV
7 3 (0.24%) Oracle Applications
7 3 (0.24%) SAP Oil and Gas
Cloud Services
1 34 (2.70%) Google Analytics
2 21 (1.67%) Amazon AWS
3 19 (1.51%) Google Cloud Platform
4 10 (0.79%) Adobe Analytics
4 10 (0.79%) Amazon EC2
4 10 (0.79%) GitHub
5 6 (0.48%) Amazon EMR
5 6 (0.48%) Amazon S3
5 6 (0.48%) Microsoft Azure
5 6 (0.48%) SaaS
6 5 (0.40%) AdWords
6 5 (0.40%) Cloud Computing
7 4 (0.32%) Google Tag Manager
7 4 (0.32%) Office 365
8 3 (0.24%) SuccessFactors
9 1 (0.079%) Amazon Kinesis
9 1 (0.079%) Azure Machine Learning
9 1 (0.079%) FinancialForce.com
9 1 (0.079%) Google Play
Communications & Networking
1 13 (1.03%) Internet
1 13 (1.03%) Intranet
2 9 (0.71%) DNS
2 9 (0.71%) HTTP
2 9 (0.71%) SSL
3 5 (0.40%) FTP
3 5 (0.40%) SAN
4 4 (0.32%) TCP/IP
5 3 (0.24%) Network Security
5 3 (0.24%) SWIFTNet
6 2 (0.16%) BGP
6 2 (0.16%) Intrusion Detection
6 2 (0.16%) LDAP
6 2 (0.16%) RTP
6 2 (0.16%) Wireshark
7 1 (0.079%) SMS
Database & Business Intelligence
1 173 (13.74%) SQL Server
2 163 (12.95%) Data Warehouse
3 162 (12.87%) Big Data
4 115 (9.13%) SQL Server Integration Services
5 88 (6.99%) Relational Database
6 84 (6.67%) SQL Server Reporting Services
7 72 (5.72%) Hadoop
8 71 (5.64%) QlikView
9 64 (5.08%) Data Mining
10 57 (4.53%) Power BI
11 55 (4.37%) SQL Server Analysis Services
12 48 (3.81%) RDBMS
13 47 (3.73%) NoSQL
14 40 (3.18%) MySQL
15 38 (3.02%) BusinessObjects
15 38 (3.02%) Oracle Database
16 37 (2.94%) MongoDB
17 35 (2.78%) SQL Server 2012
17 35 (2.78%) SQL Server 2014
18 32 (2.54%) SQL Server 2008
Development Applications
1 50 (3.97%) Git (software)
2 28 (2.22%) Visual Studio
3 24 (1.91%) JIRA
4 20 (1.59%) Talend Open Studio
5 19 (1.51%) ERwin
6 15 (1.19%) Oracle Forms
6 15 (1.19%) TeamCity
7 12 (0.95%) Sonatype Nexus
8 11 (0.87%) Oracle APEX
9 9 (0.71%) Maven
9 9 (0.71%) Team Foundation Server
10 8 (0.64%) Eclipse
10 8 (0.64%) XMLSpy
11 7 (0.56%) Jenkins
12 6 (0.48%) LabVIEW
12 6 (0.48%) MSBuild
12 6 (0.48%) Subversion
12 6 (0.48%) Vagrant
12 6 (0.48%) Yeoman
13 5 (0.40%) Selenium
General
1 429 (34.07%) Finance
2 142 (11.28%) Banking
3 120 (9.53%) Marketing
4 90 (7.15%) Retail
5 69 (5.48%) Telecoms
6 64 (5.08%) Legal
7 39 (3.10%) Back Office
7 39 (3.10%) Front Office
8 33 (2.62%) Games
9 25 (1.99%) Law
10 21 (1.67%) Investment Banking
11 20 (1.59%) Advertising
12 19 (1.51%) Financial Institution
13 18 (1.43%) Manufacturing
14 15 (1.19%) Publishing
15 10 (0.79%) Automotive
15 10 (0.79%) Music Industry
16 9 (0.71%) Pharmaceutical
17 7 (0.56%) Billing
18 6 (0.48%) Italian Language
Job Titles
1 540 (42.89%) Analyst
2 222 (17.63%) Developer
3 199 (15.81%) Data Analyst
4 170 (13.50%) Business Analyst
5 98 (7.78%) Consultant
6 96 (7.63%) Data Scientist
7 86 (6.83%) SQL Analyst
8 60 (4.77%) SQL Data Analyst
9 54 (4.29%) SQL Developer
10 47 (3.73%) Senior Analyst
11 45 (3.57%) Architect
12 43 (3.42%) Business Intelligence Developer
13 38 (3.02%) Business Intelligence Analyst
14 35 (2.78%) Python Developer
15 33 (2.62%) Data Architect
16 30 (2.38%) Data Business Analyst
17 28 (2.22%) Project Manager
18 27 (2.14%) Junior
19 26 (2.07%) SQL Server Developer
20 25 (1.99%) Analyst Developer
Libraries, Frameworks & Software Standards
1 43 (3.42%) XML
2 42 (3.34%) HTML
3 35 (2.78%) .NET
4 34 (2.70%) AngularJS
5 25 (1.99%) RESTful
6 20 (1.59%) Natural Language Processing
7 18 (1.43%) Web Services
8 17 (1.35%) Node.js
9 15 (1.19%) Ajax
10 14 (1.11%) CSS
10 14 (1.11%) React
10 14 (1.11%) SciPy
11 12 (0.95%) Pandas
12 10 (0.79%) D3.js
12 10 (0.79%) HTML5
12 10 (0.79%) jQuery
12 10 (0.79%) KnockoutJS
12 10 (0.79%) MDX
12 10 (0.79%) NumPy
13 9 (0.71%) ODBC
Miscellaneous
1 322 (25.58%) Analytical Skills
2 142 (11.28%) Visualisation
3 132 (10.48%) Computer Science
4 113 (8.98%) Management Information System
5 89 (7.07%) Mathematics
6 82 (6.51%) Statistics
7 69 (5.48%) Algorithms
8 51 (4.05%) User Experience
9 36 (2.86%) Economics
10 34 (2.70%) Data Extraction
10 34 (2.70%) Fixed Income
11 33 (2.62%) Data Structures
11 33 (2.62%) Social Media
12 32 (2.54%) Data Integration
13 30 (2.38%) Equities
14 29 (2.30%) Reference Data
15 27 (2.14%) Credit Risk
16 23 (1.83%) Derivative
17 22 (1.75%) Artificial Intelligence
17 22 (1.75%) Fintech
Operating Systems
1 67 (5.32%) Linux
2 54 (4.29%) Windows
3 37 (2.94%) Unix
4 16 (1.27%) Apple iOS
5 11 (0.87%) Android
6 9 (0.71%) Windows Server
7 8 (0.64%) CentOS
8 5 (0.40%) Windows Server 2003
8 5 (0.40%) Windows Server 2008
9 4 (0.32%) Ubuntu
10 3 (0.24%) Windows 7
11 1 (0.079%) Debian
11 1 (0.079%) Red Hat Enterprise Linux
Processes & Methodologies
1 337 (26.77%) Analytics
2 294 (23.35%) Business Intelligence
3 256 (20.33%) Agile Software Development
4 146 (11.60%) Data Modelling
5 136 (10.80%) ETL
6 125 (9.93%) Stakeholder Management
7 124 (9.85%) Business Analysis
8 104 (8.26%) Data Management
9 103 (8.18%) Data Analytics
10 94 (7.47%) Machine Learning
11 91 (7.23%) Project Management
12 86 (6.83%) CRM
13 77 (6.12%) Migration
14 74 (5.88%) E-Commerce
15 73 (5.80%) User Acceptance Testing
16 71 (5.64%) Change Management
16 71 (5.64%) User Stories
17 69 (5.48%) Scrum
18 68 (5.40%) Data Visualisation
18 68 (5.40%) SDLC
Programming Languages
1 597 (47.42%) SQL
2 194 (15.41%) Python
3 123 (9.77%) R
4 102 (8.10%) T-SQL
5 80 (6.35%) Java
6 79 (6.27%) JavaScript
7 72 (5.72%) VBA
8 63 (5.00%) C++
9 58 (4.61%) C#
10 48 (3.81%) PL/SQL
11 41 (3.26%) Scala
12 37 (2.94%) PHP
13 27 (2.14%) Perl
14 21 (1.67%) Ruby
15 20 (1.59%) VB
16 18 (1.43%) C
17 14 (1.11%) Go
18 13 (1.03%) Bash Shell
18 13 (1.03%) MATLAB
19 9 (0.71%) PowerShell
Qualifications
1 289 (22.95%) Degree
2 49 (3.89%) PhD
3 30 (2.38%) CISA
4 27 (2.14%) PCI QSA
5 12 (0.95%) PMP
6 8 (0.64%) ISEB
6 8 (0.64%) PMI Certification
7 7 (0.56%) Microsoft Certification
7 7 (0.56%) Oracle Certification
8 6 (0.48%) OCA
9 5 (0.40%) CCNA
9 5 (0.40%) CFA
9 5 (0.40%) Cisco Certification
9 5 (0.40%) MCITP
9 5 (0.40%) MCP
9 5 (0.40%) MCSE
10 4 (0.32%) ISTQB
10 4 (0.32%) MBA
10 4 (0.32%) PRINCE2 Certification
11 3 (0.24%) CIMA
Quality Assurance & Compliance
1 116 (9.21%) Data Quality
2 59 (4.69%) QA
3 31 (2.46%) PCI DSS
4 12 (0.95%) MiFID
5 11 (0.87%) EMIR
6 8 (0.64%) SLA
7 5 (0.40%) Actionable Recommendations
8 3 (0.24%) ISO/IEC 27001
8 3 (0.24%) SNOMED CT
9 2 (0.16%) Dodd-Frank
9 2 (0.16%) HL7
9 2 (0.16%) P3O
10 1 (0.079%) CRD IV
10 1 (0.079%) FATCA
10 1 (0.079%) GCP
10 1 (0.079%) GDPR
System Software
1 14 (1.11%) Active Directory
2 13 (1.03%) HDFS
3 9 (0.71%) Ceph
3 9 (0.71%) Slurm Workload Manager
4 6 (0.48%) Virtual Machines
4 6 (0.48%) VirtualBox
5 5 (0.40%) Hyper-V
6 2 (0.16%) Apache Flume
7 1 (0.079%) Docker
7 1 (0.079%) Oracle RAC
Systems Management
1 12 (0.95%) Hadoop YARN
2 11 (0.87%) EnCase
3 7 (0.56%) logstash
4 5 (0.40%) Kibana
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%) Salt
8 1 (0.079%) TeamSite
Vendors
1 199 (15.81%) Microsoft
2 122 (9.69%) Oracle
3 106 (8.42%) Tableau
4 64 (5.08%) Google
5 41 (3.26%) Informatica
6 27 (2.14%) Salesforce.com
6 27 (2.14%) SAP
7 20 (1.59%) Talend
8 19 (1.51%) Teradata
9 17 (1.35%) IBM
10 13 (1.03%) Alteryx
10 13 (1.03%) MicroStrategy
10 13 (1.03%) Red Hat
11 12 (0.95%) Cognos
11 12 (0.95%) Progress
11 12 (0.95%) Vertica
12 11 (0.87%) Adobe
13 10 (0.79%) Trillium
14 9 (0.71%) Omniture
15 8 (0.64%) Mapinfo
London
Lorien Resourcing
Salary: £30000 - £35000 per annum
Posted: 3 days ago
London
Creative Personnel
Salary: £25000 - £28000 per annum
Posted: 3 days ago
London
CHM Recruit
Salary: £26,000 per annum
Posted: 2 days ago
North London
360 Resourcing Solutions
Posted: 3 days ago
London
Energize Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum
Posted: 5 days ago
London
Square One Resources
Salary: From £70,000 to £75,000 per annum
Posted: 6 days ago
London
Colston Consulting
Salary: £40000 - £50000 per annum, Benefits Benefits
Posted: 3 days ago
London
HFG
Salary: £50000 - £70000 per annum, Benefits Bonus & Benefits
Posted: 4 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 3 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 3 days ago
South East London
Comtecs
Salary: £18000 - £20000 Per Annum Excellent Benefits
Posted: 5 days ago
London
Computer People
Salary: Benefits
Posted: 5 days ago
London
Venturi
Salary: £30000.00 - £37500.00 per annum + Excellent Benefits
Posted: 5 days ago
London
Robert Walters
Salary: £70000 - £75000 per annum + 6k car allowance + bonus and benefits
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £70000 - £85000 per annum + 25% Bonus + 10% Pension
Posted: 3 days ago
London
McGregor Boyall
Salary: £30000 - £40000 per annum
Posted: 6 days ago
London
Comtecs
Salary: £34500 - £35000 Per Annum +Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + plus package and bonus
Posted: 3 days ago
London
Initi8 Recruitment
Salary: £30000 - £40000 Per Annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 5 days ago
West London
ReThink Recruitment
Posted: 4 days ago
City, London
Salt
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £30000.00 - £38000.00 per annum + Benefits
Posted: 6 days ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 4 days ago
London
Joseph Harry Ltd
Salary: £40000 - £55000 per annum + Bonus + Pension
Posted: 6 days ago
City, London
ISL
Salary: £55000.00 per annum
Posted: 4 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: 3 days ago
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 2 days ago