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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Analysis
England / London
Rank 184 178 165
Rank change year-on-year -6 -13  
Permanent jobs citing Data Analysis 577 810 836
As % of all permanent IT jobs advertised in London 1.72% 1.93% 1.98%
As % of the Processes & Methodologies category 1.90% 2.16% 2.26%
Number of salaries quoted 469 675 687
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76%  
90% offered a salary of more than £32,500 £33,500 £32,500
10% offered a salary of more than £90,000 £82,500 £75,000
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year - +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 30311 37568 36977
As % of all permanent IT job vacancies advertised in London 90.17% 89.66% 87.63%
Number of salaries quoted 25402 32085 30825
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,750 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 25 March 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 25 March 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 -19 108 £52,500 +5.00% 26
Stanmore - 7 £40,000 -
Croydon - 6 £27,000 -
Teddington - 3 £32,500 -
Wimbledon +10 2 - -
Beckenham +4 2 £45,000 +45.16%
Canary Wharf -10 2 £60,000 +23.07%
Enfield - 2 £25,000 -
West End of London - 2 £100,000 - 1
Uxbridge +1 1 £25,000 -37.50%
Bromley -8 1 - -
Feltham - 1 £60,000 -
Hammersmith - 1 £40,000 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 25 March 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.

1 567 (46.63%) SQL
2 437 (35.94%) Finance
3 357 (29.36%) Analytical Skills
4 337 (27.71%) Analytics
5 295 (24.26%) Degree
6 284 (23.36%) Agile Software Development
7 280 (23.03%) Business Intelligence
8 214 (17.60%) Microsoft
9 204 (16.78%) Python
10 187 (15.38%) MS Excel
11 172 (14.14%) Banking
12 170 (13.98%) SQL Server
13 169 (13.90%) Big Data
14 160 (13.16%) Visualisation
15 156 (12.83%) Data Modelling
16 153 (12.58%) Data Warehouse
16 153 (12.58%) Business Analysis
17 149 (12.25%) Marketing
18 142 (11.68%) Computer Science
19 129 (10.61%) Stakeholder Management
20 120 (9.87%) R
21 113 (9.29%) Data Analytics
22 111 (9.13%) Mathematics
23 109 (8.96%) Oracle
24 107 (8.80%) Management Information System
25 103 (8.47%) Project Management
26 102 (8.39%) CRM
26 102 (8.39%) ETL
27 100 (8.22%) Data Visualisation
27 100 (8.22%) Data Quality

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 72 (5.92%) Apache Spark
1 72 (5.92%) SharePoint
2 67 (5.51%) SAS
3 29 (2.38%) Apache
4 22 (1.81%) Elasticsearch
5 13 (1.07%) Apache Pig
6 12 (0.99%) Confluence
7 11 (0.90%) Apache Airflow
8 9 (0.74%) OpenStack
9 7 (0.58%) Apache Solr
9 7 (0.58%) Smallworld
10 6 (0.49%) CMS
10 6 (0.49%) SharePoint 2013
10 6 (0.49%) Tornado
11 4 (0.33%) SharePoint 2010
11 4 (0.33%) Tomcat
12 3 (0.25%) BizTalk Server
12 3 (0.25%) Drupal
12 3 (0.25%) MS Exchange
12 3 (0.25%) Oracle Workflow
Applications
1 187 (15.38%) MS Excel
2 81 (6.66%) MS Office
3 64 (5.26%) MS PowerPoint
4 39 (3.21%) SPSS
5 35 (2.88%) MS Visio
6 22 (1.81%) Spreadsheet
7 18 (1.48%) MS Project
8 8 (0.66%) EViews
8 8 (0.66%) GNU Octave
9 3 (0.25%) Stata
10 2 (0.16%) Weka
11 1 (0.082%) SPSS Modeler
Business Applications
1 16 (1.32%) Dynamics CRM
2 8 (0.66%) Markit EDM
2 8 (0.66%) WebTrends
3 6 (0.49%) NetSuite
3 6 (0.49%) SAP Oil and Gas
4 5 (0.41%) Relativity
5 4 (0.33%) Cognos TM1
5 4 (0.33%) Oracle BPM
5 4 (0.33%) Raiser's Edge
6 3 (0.25%) CaseMap
6 3 (0.25%) FastStats
6 3 (0.25%) Oracle Cash Management
6 3 (0.25%) Salesforce.com CRM
6 3 (0.25%) SAP GRC
7 2 (0.16%) Concordance
7 2 (0.16%) Oracle General Ledger
7 2 (0.16%) Ringtail
7 2 (0.16%) SAP ERP
8 1 (0.082%) Oracle Payables
8 1 (0.082%) SAP BPC
Cloud Services
1 43 (3.54%) Amazon AWS
2 31 (2.55%) Google Analytics
3 15 (1.23%) GitHub
4 14 (1.15%) Adobe Analytics
4 14 (1.15%) Google Cloud Platform
5 11 (0.90%) Amazon Kinesis
6 8 (0.66%) SaaS
7 7 (0.58%) Microsoft Azure
8 6 (0.49%) AdWords
8 6 (0.49%) Amazon EC2
8 6 (0.49%) Amazon EMR
8 6 (0.49%) Amazon S3
8 6 (0.49%) Office 365
9 5 (0.41%) Google Tag Manager
10 4 (0.33%) Cloud Computing
11 3 (0.25%) SuccessFactors
12 2 (0.16%) NUVI
13 1 (0.082%) Adobe Creative Cloud
13 1 (0.082%) Dropbox
13 1 (0.082%) Google Play
Communications & Networking
1 30 (2.47%) Intranet
2 14 (1.15%) HTTP
3 13 (1.07%) Internet
4 10 (0.82%) DNS
5 9 (0.74%) SSL
6 6 (0.49%) TCP/IP
7 5 (0.41%) SAN
8 4 (0.33%) FTP
9 3 (0.25%) Broadband
9 3 (0.25%) Firewall
9 3 (0.25%) Intrusion Detection
9 3 (0.25%) LDAP
9 3 (0.25%) Network Security
9 3 (0.25%) SWIFTNet
9 3 (0.25%) Wireshark
10 2 (0.16%) BGP
11 1 (0.082%) Peer-to-Peer Networking
11 1 (0.082%) Skype
11 1 (0.082%) tcpdump
11 1 (0.082%) VPN
Database & Business Intelligence
1 170 (13.98%) SQL Server
2 169 (13.90%) Big Data
3 153 (12.58%) Data Warehouse
4 86 (7.07%) Hadoop
5 77 (6.33%) Relational Database
6 75 (6.17%) SQL Server Integration Services
7 67 (5.51%) SQL Server Reporting Services
8 66 (5.43%) Data Mining
9 59 (4.85%) Power BI
10 52 (4.28%) RDBMS
11 50 (4.11%) MySQL
12 49 (4.03%) PostgreSQL
12 49 (4.03%) QlikView
13 44 (3.62%) NoSQL
14 39 (3.21%) MongoDB
15 32 (2.63%) Apache Hive
16 31 (2.55%) SQL Server Analysis Services
17 30 (2.47%) BusinessObjects
18 23 (1.89%) Amazon Redshift
18 23 (1.89%) GIS
Development Applications
1 49 (4.03%) Git (software)
2 28 (2.30%) JIRA
3 20 (1.64%) Talend Open Studio
3 20 (1.64%) Visual Studio
4 15 (1.23%) TeamCity
5 14 (1.15%) ERwin
5 14 (1.15%) Selenium
5 14 (1.15%) WebDriver
6 11 (0.90%) Jenkins
7 9 (0.74%) Eclipse
7 9 (0.74%) Maven
7 9 (0.74%) Oracle Forms
8 7 (0.58%) LabVIEW
8 7 (0.58%) MSBuild
8 7 (0.58%) Sonatype Nexus
8 7 (0.58%) Team Foundation Server
9 6 (0.49%) Cucumber
9 6 (0.49%) Subversion
9 6 (0.49%) Vagrant
9 6 (0.49%) Yeoman
General
1 437 (35.94%) Finance
2 172 (14.14%) Banking
3 149 (12.25%) Marketing
4 80 (6.58%) Retail
5 71 (5.84%) Telecoms
6 65 (5.35%) Legal
7 40 (3.29%) Games
8 37 (3.04%) Back Office
9 33 (2.71%) Front Office
10 32 (2.63%) Advertising
11 30 (2.47%) Law
12 25 (2.06%) Financial Institution
13 19 (1.56%) Manufacturing
14 16 (1.32%) Corporate Banking
14 16 (1.32%) Investment Banking
15 12 (0.99%) Pharmaceutical
16 11 (0.90%) Automotive
17 9 (0.74%) Publishing
18 7 (0.58%) Billing
19 6 (0.49%) Music Industry
Job Titles
1 541 (44.49%) Analyst
2 184 (15.13%) Data Analyst
3 183 (15.05%) Business Analyst
4 175 (14.39%) Developer
5 99 (8.14%) Data Scientist
6 70 (5.76%) SQL Analyst
7 68 (5.59%) Consultant
8 59 (4.85%) Senior Analyst
9 51 (4.19%) Architect
10 46 (3.78%) SQL Data Analyst
11 39 (3.21%) Data Engineer
11 39 (3.21%) Report Analyst
12 34 (2.80%) Data Architect
13 32 (2.63%) Digital Analyst
14 31 (2.55%) Business Intelligence Analyst
15 30 (2.47%) Python Developer
16 29 (2.38%) Business Intelligence Developer
17 28 (2.30%) SQL Developer
18 27 (2.22%) Financial Analyst
19 26 (2.14%) Insight Analyst
Libraries, Frameworks & Software Standards
1 55 (4.52%) XML
2 38 (3.13%) .NET
3 34 (2.80%) HTML
4 27 (2.22%) CSS
4 27 (2.22%) Web Services
5 22 (1.81%) AngularJS
5 22 (1.81%) JSON
5 22 (1.81%) RESTful
6 21 (1.73%) Natural Language Processing
7 19 (1.56%) Pandas
8 18 (1.48%) D3.js
8 18 (1.48%) Kafka
8 18 (1.48%) NumPy
9 17 (1.40%) SciPy
10 14 (1.15%) Ajax
10 14 (1.15%) scikit-learn
11 13 (1.07%) Node.js
11 13 (1.07%) REST
11 13 (1.07%) XML Schema
11 13 (1.07%) XSD
Miscellaneous
1 357 (29.36%) Analytical Skills
2 142 (11.68%) Computer Science
3 107 (8.80%) Management Information System
4 81 (6.66%) Algorithms
5 64 (5.26%) User Experience
6 47 (3.87%) Data Structures
7 44 (3.62%) Fixed Income
8 35 (2.88%) Fintech
9 33 (2.71%) Equities
10 23 (1.89%) Social Media
11 21 (1.73%) Reference Data
12 20 (1.64%) Credit Risk
13 19 (1.56%) Derivative
14 14 (1.15%) Foreign Exchange (FX)
15 12 (0.99%) Life Science
16 11 (0.90%) Mobile App
17 9 (0.74%) FMCG
17 9 (0.74%) New Media
18 8 (0.66%) Social Network
19 7 (0.58%) Linux Command Line
Operating Systems
1 71 (5.84%) Linux
2 64 (5.26%) Windows
3 31 (2.55%) Unix
4 14 (1.15%) Windows Server
5 10 (0.82%) CentOS
6 8 (0.66%) Apple iOS
7 5 (0.41%) Android
7 5 (0.41%) Windows Server 2003
7 5 (0.41%) Windows Server 2008
8 4 (0.33%) Ubuntu
9 3 (0.25%) Windows 7
10 1 (0.082%) Debian
10 1 (0.082%) Red Hat Enterprise Linux
Processes & Methodologies
1 337 (27.71%) Analytics
2 284 (23.36%) Agile Software Development
3 280 (23.03%) Business Intelligence
4 160 (13.16%) Visualisation
5 156 (12.83%) Data Modelling
6 153 (12.58%) Business Analysis
7 129 (10.61%) Stakeholder Management
8 113 (9.29%) Data Analytics
9 111 (9.13%) Mathematics
10 103 (8.47%) Project Management
11 102 (8.39%) CRM
11 102 (8.39%) ETL
12 100 (8.22%) Data Visualisation
13 97 (7.98%) Data Management
14 96 (7.89%) Machine Learning
15 90 (7.40%) User Acceptance Testing
16 86 (7.07%) Statistics
17 84 (6.91%) Scrum
18 76 (6.25%) Change Management
19 74 (6.09%) Software Engineering
Programming Languages
1 567 (46.63%) SQL
2 204 (16.78%) Python
3 120 (9.87%) R
4 95 (7.81%) Java
5 77 (6.33%) JavaScript
6 62 (5.10%) C++
7 61 (5.02%) T-SQL
8 59 (4.85%) VBA
9 50 (4.11%) C#
10 45 (3.70%) Scala
11 35 (2.88%) PL/SQL
12 32 (2.63%) C
13 31 (2.55%) PHP
14 22 (1.81%) Perl
15 19 (1.56%) MATLAB
16 17 (1.40%) Bash Shell
16 17 (1.40%) VB
17 14 (1.15%) Go
17 14 (1.15%) Ruby
18 6 (0.49%) Cypher
Qualifications
1 295 (24.26%) Degree
2 57 (4.69%) PhD
3 27 (2.22%) CISA
4 22 (1.81%) PCI QSA
5 15 (1.23%) PMP
6 11 (0.90%) ISEB
6 11 (0.90%) PMI Certification
7 6 (0.49%) CBAP
7 6 (0.49%) IIBA
7 6 (0.49%) Oracle Certification
8 5 (0.41%) CCNA
8 5 (0.41%) CFA
8 5 (0.41%) Cisco Certification
8 5 (0.41%) MCITP
8 5 (0.41%) MCP
8 5 (0.41%) MCSE
8 5 (0.41%) Microsoft Certification
8 5 (0.41%) OCA
9 4 (0.33%) ITIL Foundation Certificate
9 4 (0.33%) Security Cleared
Quality Assurance & Compliance
1 100 (8.22%) Data Quality
2 59 (4.85%) QA
3 24 (1.97%) PCI DSS
4 12 (0.99%) PMO
5 10 (0.82%) GDPR
5 10 (0.82%) MiFID
6 8 (0.66%) SLA
7 7 (0.58%) EMIR
8 4 (0.33%) ISO/IEC 27001
9 3 (0.25%) SNOMED CT
9 3 (0.25%) Solvency II
10 2 (0.16%) Actionable Recommendations
10 2 (0.16%) HL7
11 1 (0.082%) Dodd-Frank
11 1 (0.082%) GCP
11 1 (0.082%) IFRS
11 1 (0.082%) IFRS 9
11 1 (0.082%) UCITS
System Software
1 15 (1.23%) Active Directory
2 10 (0.82%) HDFS
3 9 (0.74%) Ceph
3 9 (0.74%) Slurm Workload Manager
4 6 (0.49%) Virtual Machines
4 6 (0.49%) VirtualBox
5 5 (0.41%) Hyper-V
6 2 (0.16%) Apache Flume
6 2 (0.16%) Docker
Systems Management
1 17 (1.40%) Kibana
2 10 (0.82%) EnCase
3 9 (0.74%) Hadoop YARN
3 9 (0.74%) logstash
4 7 (0.58%) Ansible
5 4 (0.33%) FTK
5 4 (0.33%) Opscode Chef
6 3 (0.25%) EMC NetWorker
6 3 (0.25%) Puppet
7 2 (0.16%) Terraform
8 1 (0.082%) ArcSight ESM
8 1 (0.082%) CSIRT
8 1 (0.082%) HP Quality Center
8 1 (0.082%) RSA Archer
8 1 (0.082%) Salt
8 1 (0.082%) SCSM
Vendors
1 214 (17.60%) Microsoft
2 109 (8.96%) Oracle
3 86 (7.07%) Tableau
4 57 (4.69%) Google
5 42 (3.45%) Salesforce.com
6 32 (2.63%) Informatica
7 25 (2.06%) SAP
7 25 (2.06%) Vermilion
8 21 (1.73%) Alteryx
8 21 (1.73%) IBM
9 20 (1.64%) Talend
10 19 (1.56%) Adobe
11 17 (1.40%) Teradata
12 15 (1.23%) Red Hat
13 14 (1.15%) Actimize
13 14 (1.15%) MicroStrategy
14 12 (0.99%) Progress
15 11 (0.90%) Cognos
16 9 (0.74%) Omniture
17 8 (0.66%) Bloomberg
City, London
TEKsystems
Salary: £50000 - £65000 per annum + bonus, benefits and discount
Posted: 10 hours ago
City, London
ARC IT Recruitment Ltd
Salary: Circa £55K Plus Bonus & Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £55000 - £65000 per annum
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £47000 - £48000 per annum
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £50000 - £60000 per annum
Posted: 2 days ago
City, London
Hays Finance Technology
Salary: £80000.00 - £110000.00 per annum
Posted: Yesterday
London
McGregor Boyall
Salary: Benefits
Posted: 3 days ago
London
Harvey Nash plc
Salary: £32000 - £41000 per annum
Posted: 3 days ago
West London
Nationwide People Ltd
Salary: £24000 - £26000 Per Annum + Benefits
Posted: Yesterday
City, London
Oliver James Associates
Salary: £35000 - £50000 per annum
Posted: 4 days ago
South East London
Jobsite
Salary: Competitive plus Generous Benefits
Posted: 2 days ago
South West London
set2recruit
Salary: Up to £45,000 per annum
Posted: 4 days ago
South West London
Mason Frank International
Salary: £35000 - £45000 per annum
Posted: 3 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + equity, benefits
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £75000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: Yesterday
East London
Intelletec
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
London
Oho Group Ltd.
Salary: £60000 - £150000 per annum, Benefits Excellent Bonus and Benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £45000 - £70000 per annum
Posted: 2 days ago
London
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits
Posted: 3 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 2 days ago
South East London
Jobsite
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago
City, London
FT Select
Salary: Up to £30,000 per annum + bonus + company benefits
Posted: Yesterday
South East London
360 Resourcing Solutions
Salary: £46000.00 to £50000.00 per year
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £60000 - £61000 per annum
Posted: 5 days ago
London
Joseph Harry Ltd
Salary: £26000 - £30000 per annum + + benefits + bonuses
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 2 days ago
London
Spring Technology
Salary: Bonus + Benefits
Posted: 4 days ago