The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 166 170 157
Rank change year-on-year +4 -13  
Permanent jobs citing Data Analysis 763 807 954
As % of all permanent IT jobs advertised in London 2.11% 2.01% 2.12%
As % of the Processes & Methodologies category 2.31% 2.22% 2.39%
Number of salaries quoted 534 688 750
Median salary £60,000 £53,000 £52,500
Median salary % change year-on-year +13.20% +0.95%  
90% offered a salary of more than £40,000 £32,500 £32,500
10% offered a salary of more than £92,500 £80,500 £80,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 32999 36295 39974
As % of all permanent IT job vacancies advertised in London 91.07% 90.60% 89.01%
Number of salaries quoted 26315 31429 33583
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis 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 in London.

Salary trend for Data Analysis in London

Data Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Data Analysis in London over the 3 months to 24 June 2017.

Salary histogram for Data Analysis 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 24 June 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 +30 142 £57,500 +8.49% 15
Stanmore +1 8 £40,000 +17.64%
Wimbledon +16 5 £45,000 -
West End of London +8 5 £46,250 -15.90% 2
Canary Wharf -5 4 £66,250 +39.47%
Croydon +6 2 £30,000 -42.30%
Hounslow - 2 £47,500 -
Bromley - 1 - - 1
Hammersmith - 1 £75,000 -
Chiswick - 1 £47,500 -
Moorgate - 1 £55,000 -
Data Analysis
England

For the 6 months to 24 June 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.

1 614 (45.82%) Finance
2 600 (44.78%) SQL
3 429 (32.01%) Analytical Skills
4 413 (30.82%) Analytics
5 321 (23.96%) Agile Software Development
6 309 (23.06%) Business Intelligence
7 294 (21.94%) Degree
8 274 (20.45%) Banking
9 223 (16.64%) Python
10 220 (16.42%) Microsoft
11 213 (15.90%) Data Modelling
12 199 (14.85%) Microsoft Excel
13 196 (14.63%) Business Analysis
14 187 (13.96%) Visualisation
15 181 (13.51%) Marketing
16 179 (13.36%) Data Analytics
17 174 (12.99%) Project Management
18 172 (12.84%) SQL Server
19 164 (12.24%) Asset Management
20 158 (11.79%) Data Warehouse
21 156 (11.64%) Retail
22 150 (11.19%) Stakeholder Management
23 145 (10.82%) R
24 140 (10.45%) Big Data
25 139 (10.37%) Data Visualisation
26 136 (10.15%) Computer Science
27 130 (9.70%) Tableau
28 128 (9.55%) Oracle
29 126 (9.40%) CRM
30 124 (9.25%) Management Information System

Data Analysis
Co-occurring 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 88 (6.57%) SAS
2 76 (5.67%) Apache Spark
3 41 (3.06%) Apache
4 33 (2.46%) SharePoint
5 29 (2.16%) Elasticsearch
6 17 (1.27%) Apache Airflow
7 15 (1.12%) Apache Pig
8 12 (0.90%) Confluence
9 9 (0.67%) Apache Solr
10 8 (0.60%) JBoss
11 7 (0.52%) Tornado
12 6 (0.45%) Tomcat
13 5 (0.37%) CMS
13 5 (0.37%) Smallworld
14 3 (0.22%) SharePoint 2010
14 3 (0.22%) SharePoint 2013
14 3 (0.22%) WebSphere
15 2 (0.15%) Apache ServiceMix
15 2 (0.15%) IPython
15 2 (0.15%) Mule
Applications
1 199 (14.85%) Microsoft Excel
2 59 (4.40%) MS Visio
3 55 (4.10%) Microsoft PowerPoint
3 55 (4.10%) SPSS
4 54 (4.03%) Microsoft Office
5 23 (1.72%) Spreadsheet
6 8 (0.60%) Microsoft Project
7 5 (0.37%) Photoshop
8 4 (0.30%) GNU Octave
9 3 (0.22%) GIMP
9 3 (0.22%) Stata
10 2 (0.15%) Gephi
11 1 (0.075%) EViews
11 1 (0.075%) SPSS Modeler
Business Applications
1 40 (2.99%) Actimize
2 22 (1.64%) Dynamics CRM
3 16 (1.19%) Markit EDM
4 12 (0.90%) SAP Oil and Gas
5 9 (0.67%) Raiser's Edge
6 8 (0.60%) SAP ERP
7 7 (0.52%) Cognos TM1
8 5 (0.37%) NetSuite
8 5 (0.37%) thinkFolio
9 4 (0.30%) BusinessWorks
9 4 (0.30%) CaseMap
9 4 (0.30%) Relativity
9 4 (0.30%) SAP GRC
9 4 (0.30%) WebTrends
10 3 (0.22%) Eagle PACE
10 3 (0.22%) LatentZero
10 3 (0.22%) Minerva
10 3 (0.22%) Oracle Cash Management
11 2 (0.15%) FastStats
11 2 (0.15%) Oracle Retail
Cloud Services
1 72 (5.37%) Amazon AWS
2 30 (2.24%) GitHub
3 29 (2.16%) Google Analytics
4 22 (1.64%) Microsoft Azure
5 18 (1.34%) SaaS
6 17 (1.27%) Amazon Kinesis
7 16 (1.19%) Adobe Analytics
8 7 (0.52%) Cloud Computing
9 6 (0.45%) Google Tag Manager
9 6 (0.45%) IaaS
9 6 (0.45%) Office 365
10 5 (0.37%) AdWords
10 5 (0.37%) Amazon EC2
10 5 (0.37%) Amazon EMR
10 5 (0.37%) Amazon S3
11 4 (0.30%) Google Cloud Platform
11 4 (0.30%) PaaS
12 3 (0.22%) IBM Blueworks
13 2 (0.15%) Salesforce Sales Cloud
14 1 (0.075%) Adobe Creative Cloud
Communications & Networking
1 38 (2.84%) Intranet
2 24 (1.79%) Network Security
3 13 (0.97%) Internet
4 10 (0.75%) Firewall
4 10 (0.75%) HTTP
5 9 (0.67%) DNS
6 7 (0.52%) TCP/IP
7 5 (0.37%) Broadband
7 5 (0.37%) Intrusion Detection
8 3 (0.22%) LDAP
8 3 (0.22%) Peer-to-Peer Networking
8 3 (0.22%) SSL
8 3 (0.22%) tcpdump
8 3 (0.22%) Wireshark
9 2 (0.15%) VPN
9 2 (0.15%) Wireless
10 1 (0.075%) 4G
10 1 (0.075%) Skype
10 1 (0.075%) WebEx
10 1 (0.075%) Wi-Fi
Database & Business Intelligence
1 172 (12.84%) SQL Server
2 158 (11.79%) Data Warehouse
3 140 (10.45%) Big Data
4 90 (6.72%) Hadoop
5 84 (6.27%) Power BI
6 77 (5.75%) Relational Database
7 71 (5.30%) Data Mining
8 60 (4.48%) MySQL
9 54 (4.03%) SQL Server Reporting Services
10 50 (3.73%) NoSQL
10 50 (3.73%) QlikView
11 45 (3.36%) SQL Server Integration Services
12 41 (3.06%) RDBMS
13 40 (2.99%) PostgreSQL
14 32 (2.39%) MongoDB
15 28 (2.09%) BusinessObjects
16 27 (2.01%) Amazon Redshift
16 27 (2.01%) Apache Hive
16 27 (2.01%) Impala
17 24 (1.79%) SQL Server Analysis Services
Development Applications
1 39 (2.91%) Git (software)
2 38 (2.84%) Jenkins
3 33 (2.46%) JIRA
4 30 (2.24%) Visual Studio
5 24 (1.79%) Selenium
5 24 (1.79%) WebDriver
6 19 (1.42%) XMLSpy
7 18 (1.34%) MagicDraw
7 18 (1.34%) Toad
8 17 (1.27%) Talend Open Studio
9 15 (1.12%) Cucumber
9 15 (1.12%) LabVIEW
10 14 (1.04%) JMeter
10 14 (1.04%) Subversion
11 13 (0.97%) Maven
12 9 (0.67%) TeamCity
13 8 (0.60%) ERwin
14 6 (0.45%) Atlassian Bamboo
14 6 (0.45%) Travis CI
15 5 (0.37%) Team Foundation Server
General
1 614 (45.82%) Finance
2 274 (20.45%) Banking
3 181 (13.51%) Marketing
4 156 (11.64%) Retail
5 106 (7.91%) Investment Banking
6 84 (6.27%) Telecoms
7 70 (5.22%) Retail Banking
8 63 (4.70%) Legal
9 54 (4.03%) Games
10 51 (3.81%) Manufacturing
11 47 (3.51%) Back Office
12 35 (2.61%) Advertising
13 33 (2.46%) Front Office
14 29 (2.16%) Financial Institution
15 23 (1.72%) Billing
16 19 (1.42%) Law
16 19 (1.42%) Publishing
17 18 (1.34%) Corporate Banking
18 15 (1.12%) Pharmaceutical
19 13 (0.97%) Aerospace
Job Titles
1 587 (43.81%) Analyst
2 206 (15.37%) Business Analyst
3 184 (13.73%) Data Analyst
4 130 (9.70%) Developer
5 93 (6.94%) Data Scientist
6 85 (6.34%) Consultant
7 82 (6.12%) Architect
8 73 (5.45%) Senior Analyst
9 59 (4.40%) SQL Analyst
10 50 (3.73%) Report Analyst
11 48 (3.58%) Financial Analyst
12 47 (3.51%) Data Architect
13 43 (3.21%) Banking Analyst
14 37 (2.76%) CRM Analyst
15 36 (2.69%) Data Engineer
16 34 (2.54%) Monitoring Analyst
17 32 (2.39%) SQL Data Analyst
18 30 (2.24%) CRM Business Analyst
19 29 (2.16%) Analytics Consultant
19 29 (2.16%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 102 (7.61%) XML
2 48 (3.58%) .NET
2 48 (3.58%) Web Services
3 43 (3.21%) HTML
4 42 (3.13%) CSS
5 41 (3.06%) JSON
6 36 (2.69%) FIX Protocol
6 36 (2.69%) FpML
6 36 (2.69%) XML Schema
7 33 (2.46%) XSD
8 29 (2.16%) AngularJS
9 28 (2.09%) Natural Language Processing
10 26 (1.94%) Kafka
11 23 (1.72%) D3.js
12 21 (1.57%) RESTful
13 20 (1.49%) ASP.NET
14 17 (1.27%) LAMP
14 17 (1.27%) REST
14 17 (1.27%) Scrapy
15 16 (1.19%) Pandas
Miscellaneous
1 429 (32.01%) Analytical Skills
2 136 (10.15%) Computer Science
3 124 (9.25%) Management Information System
4 96 (7.16%) User Experience
5 80 (5.97%) Algorithms
6 71 (5.30%) Data Structures
6 71 (5.30%) Fixed Income
7 51 (3.81%) Equities
8 45 (3.36%) Fintech
9 37 (2.76%) Foreign Exchange (FX)
10 32 (2.39%) Enterprise Software
11 28 (2.09%) Derivative
12 27 (2.01%) Cyber Defence
13 23 (1.72%) Social Media
14 14 (1.04%) Mobile App
15 13 (0.97%) Credit Risk
15 13 (0.97%) Reference Data
16 11 (0.82%) Cyber Attack
16 11 (0.82%) FMCG
17 10 (0.75%) OTC Derivatives
Operating Systems
1 69 (5.15%) Linux
2 68 (5.07%) Windows
3 23 (1.72%) Unix
4 18 (1.34%) Windows Server
5 6 (0.45%) CentOS
6 3 (0.22%) Mac OS
7 2 (0.15%) Android
7 2 (0.15%) Apple iOS
7 2 (0.15%) Ubuntu
7 2 (0.15%) Windows 10
8 1 (0.075%) Oracle Linux
8 1 (0.075%) Solaris
Processes & Methodologies
1 413 (30.82%) Analytics
2 321 (23.96%) Agile Software Development
3 309 (23.06%) Business Intelligence
4 213 (15.90%) Data Modelling
5 196 (14.63%) Business Analysis
6 187 (13.96%) Visualisation
7 179 (13.36%) Data Analytics
8 174 (12.99%) Project Management
9 164 (12.24%) Asset Management
10 150 (11.19%) Stakeholder Management
11 139 (10.37%) Data Visualisation
12 126 (9.40%) CRM
13 120 (8.96%) Data Management
14 106 (7.91%) Mathematics
15 98 (7.31%) SDLC
16 97 (7.24%) Statistics
17 96 (7.16%) Machine Learning
17 96 (7.16%) Migration
18 89 (6.64%) Software Engineering
19 88 (6.57%) Wealth Management
Programming Languages
1 600 (44.78%) SQL
2 223 (16.64%) Python
3 145 (10.82%) R
4 117 (8.73%) Java
5 101 (7.54%) JavaScript
6 55 (4.10%) C
7 54 (4.03%) VBA
8 46 (3.43%) C++
9 44 (3.28%) PHP
9 44 (3.28%) Scala
10 40 (2.99%) C#
11 39 (2.91%) PL/SQL
12 30 (2.24%) T-SQL
13 28 (2.09%) Perl
14 26 (1.94%) Bash Shell
15 24 (1.79%) MATLAB
16 20 (1.49%) Ruby
17 12 (0.90%) Bourne shell
17 12 (0.90%) Korn
18 11 (0.82%) VB
Qualifications
1 294 (21.94%) Degree
2 57 (4.25%) PhD
3 47 (3.51%) Computer Science Degree
4 26 (1.94%) Numerate Degree
5 19 (1.42%) Security Cleared
6 15 (1.12%) Master's Degree
7 13 (0.97%) MBA
8 12 (0.90%) GCIH
9 11 (0.82%) CREST Certified
9 11 (0.82%) GIAC
9 11 (0.82%) PMP
10 10 (0.75%) CISA
10 10 (0.75%) PMI Certification
11 9 (0.67%) CISSP
11 9 (0.67%) DV Cleared
11 9 (0.67%) ISEB
11 9 (0.67%) ITIL Certification
11 9 (0.67%) Postgraduate
11 9 (0.67%) SC Cleared
12 8 (0.60%) ISTQB
Quality Assurance & Compliance
1 115 (8.58%) Data Quality
2 88 (6.57%) QA
3 38 (2.84%) GDPR
4 36 (2.69%) ISO 20022
5 23 (1.72%) ISO/IEC 27001
6 17 (1.27%) PMO
6 17 (1.27%) SLA
7 13 (0.97%) MiFID
7 13 (0.97%) Solvency II
8 11 (0.82%) PCI DSS
9 8 (0.60%) EMIR
9 8 (0.60%) ISO 15022
10 4 (0.30%) Dodd-Frank
10 4 (0.30%) UCITS
11 3 (0.22%) Actionable Recommendations
11 3 (0.22%) AIFMD
12 1 (0.075%) GCP
System Software
1 5 (0.37%) HDFS
1 5 (0.37%) Virtual Machines
1 5 (0.37%) VirtualBox
2 4 (0.30%) VMware Infrastructure
3 3 (0.22%) Active Directory
4 2 (0.15%) Docker
5 1 (0.075%) Apache Flume
Systems Management
1 22 (1.64%) Kibana
2 16 (1.19%) Ansible
3 6 (0.45%) logstash
4 3 (0.22%) EMC NetWorker
4 3 (0.22%) Opscode Chef
4 3 (0.22%) Puppet
5 2 (0.15%) CSIRT
5 2 (0.15%) Hadoop YARN
5 2 (0.15%) ServiceCenter
5 2 (0.15%) Terraform
6 1 (0.075%) ArcSight ESM
6 1 (0.075%) Control-M
6 1 (0.075%) EnCase
6 1 (0.075%) HP Quality Center
6 1 (0.075%) Mesos
6 1 (0.075%) Oozie
6 1 (0.075%) Piwik
6 1 (0.075%) RSA Archer
Vendors
1 220 (16.42%) Microsoft
2 130 (9.70%) Tableau
3 128 (9.55%) Oracle
4 63 (4.70%) SAP
5 50 (3.73%) Salesforce.com
6 47 (3.51%) Alteryx
7 38 (2.84%) Google
8 33 (2.46%) Cognizant
9 26 (1.94%) Adobe
10 22 (1.64%) Splunk
11 21 (1.57%) IBM
11 21 (1.57%) Informatica
11 21 (1.57%) Sybase
12 19 (1.42%) MicroStrategy
12 19 (1.42%) Vermilion
13 18 (1.34%) Cognos
14 17 (1.27%) Talend
15 14 (1.04%) JD Edwards
16 12 (0.90%) Cloudera
17 11 (0.82%) Siebel
London
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 22 hours ago
City, London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 15 hours ago
London
Mortimer Spinks
Salary: £65000 - £80000 per annum
Posted: 2 days ago
London
Computer People
Salary: £70000.00 per annum + Benefits
Posted: Yesterday
London
ISL
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
City, London
McGregor Boyall
Salary: £26000 - £32000 per annum + Benefits
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum + health + pension + fast track prom
Posted: 3 days ago
London
ISL
Salary: £35000 - £40000 per annum
Posted: 2 days ago
London
Salt
Salary: £25000 - £30000 per annum + benefits
Posted: Yesterday
London
Harvey Nash plc
Posted: 3 days ago
London
Agile Recruitment
Salary: Based on experience + Bonus + Benefits
Posted: 2 days ago
South East London
Citywire
Salary: Competitive
Posted: 4 days ago
London
Oliver James Associates
Salary: £90000 - £110000 per annum + Car, pension, benefits, bonus
Posted: 3 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent Benefits
Posted: 4 days ago
London
Digitech Resourcing Ltd
Salary: From £45,000 to £55,000 per annum
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £65000 - £80000 per annum + 20-30% Bonus + 10% Pension
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £65000 - £80000 per annum + 20-30% Bonus + 10% Pension
Posted: 5 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £50000 per annum
Posted: 2 days ago
London
McGregor Boyall
Salary: £60000 - £75000 per annum + Excellent benefits + Bonus
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
South East London
Lorien Resourcing
Salary: £45000 - £50000 per annum + 10% Bonus, 16% Pension,
Posted: 3 days ago
City, London
Senitor Associates
Salary: £20000 - £40000 per annum + benefits
Posted: 5 days ago
Romford, Essex
Highams
Salary: From £45,000 to £55,000 per annum
Posted: 5 days ago
South West London
Novus Graduate Programme
Salary: £0.00 - £24000 per annum
Posted: 3 days ago
London
Oliver James Associates
Salary: £110000 - £120000 per annum
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £45000 - £65000 per annum + Bonus + Pension
Posted: 5 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits, Bonus
Posted: 5 days ago
London
Oliver James Associates
Salary: £75000 - £85000 per annum
Posted: 3 days ago
South East London
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: 4 days ago
London
Zorba Consulting Limited
Salary: £90k - 110k per year + bonus + benefits
Posted: 5 days ago