The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England / London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 189 190 209
Rank change year-on-year +1 +19  
Permanent jobs citing Data Analytics 650 734 687
As % of all permanent IT jobs advertised in London 1.77% 1.83% 1.55%
As % of the Processes & Methodologies category 1.95% 2.02% 1.74%
Number of salaries quoted 445 655 518
Median salary £65,000 £62,500 £58,750
Median salary % change year-on-year +4.00% +6.38%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £97,500 £92,500 £100,000
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics 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 33417 36295 39390
As % of all permanent IT job vacancies advertised in London 91.06% 90.56% 89.00%
Number of salaries quoted 26592 31466 33072
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +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 Analytics
Job Vacancy Trend in London

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

Job vacancy trend for Data Analytics in London

Data Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in London.

Salary trend for Data Analytics in London

Data Analytics
Salary Histogram in London

The salary distribution of IT jobs citing Data Analytics in London over the 3 months to 27 June 2017.

Salary histogram for Data Analytics in London

Data Analytics
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 Analytics within the London region over the 3 months to 27 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 +11 65 £67,500 - 15
Bromley - 4 £55,000 -
West End of London +4 3 £57,500 -2.12% 6
Canary Wharf - 2 £81,250 -
Kingston Upon Thames - 1 - -
Uxbridge - 1 £40,000 -
Data Analytics
England

For the 6 months to 27 June 2017, IT jobs citing Data Analytics 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 Analytics.

1 1199 (100.00%) Analytics
2 484 (40.37%) Finance
3 460 (38.37%) SQL
4 342 (28.52%) Big Data
5 320 (26.69%) Python
6 308 (25.69%) Agile Software Development
7 286 (23.85%) Business Intelligence
8 273 (22.77%) Analytical Skills
9 263 (21.93%) Visualisation
10 255 (21.27%) Tableau
11 243 (20.27%) Java
12 242 (20.18%) Degree
13 226 (18.85%) Banking
14 214 (17.85%) Oracle
15 196 (16.35%) R
16 182 (15.18%) Hadoop
17 181 (15.10%) Data Analysis
18 180 (15.01%) Data Warehouse
19 173 (14.43%) SQL Server
20 172 (14.35%) Machine Learning
21 169 (14.10%) Marketing
22 159 (13.26%) SAS
23 148 (12.34%) Retail
24 147 (12.26%) Data Modelling
24 147 (12.26%) Data Visualisation
25 143 (11.93%) JavaScript
26 139 (11.59%) Microsoft Excel
27 129 (10.76%) Big Data Analytics
28 123 (10.26%) ETL
29 122 (10.18%) Apache Spark

Data Analytics
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
1 159 (13.26%) SAS
2 122 (10.18%) Apache Spark
3 52 (4.34%) Tomcat
4 51 (4.25%) Apache
5 33 (2.75%) Elasticsearch
6 32 (2.67%) IIS
7 25 (2.09%) Apache Pig
8 23 (1.92%) JBoss
9 15 (1.25%) Oracle SOA Suite
9 15 (1.25%) SharePoint
10 14 (1.17%) Apache Solr
11 11 (0.92%) Confluence
12 7 (0.58%) OpenStack
13 3 (0.25%) Moodle
14 2 (0.17%) CMS
14 2 (0.17%) MS Exchange
15 1 (0.083%) Drupal
15 1 (0.083%) Oracle Coherence
15 1 (0.083%) Oracle Workflow
15 1 (0.083%) WebSphere
Applications
1 139 (11.59%) Microsoft Excel
2 78 (6.51%) SPSS
3 45 (3.75%) Microsoft PowerPoint
4 29 (2.42%) Microsoft Office
5 11 (0.92%) Microsoft Project
5 11 (0.92%) Spreadsheet
6 3 (0.25%) GIMP
6 3 (0.25%) MS Visio
7 2 (0.17%) EViews
8 1 (0.083%) SPSS Modeler
Business Applications
1 31 (2.59%) Actimize
2 20 (1.67%) SAP InfiniteInsight
3 10 (0.83%) SAP ERP
4 8 (0.67%) Dynamics AX
5 7 (0.58%) FastStats
6 4 (0.33%) SAP GRC
7 3 (0.25%) Cognos TM1
8 2 (0.17%) Oracle Procure-to-Pay
9 1 (0.083%) Dynamics CRM
9 1 (0.083%) Markit EDM
9 1 (0.083%) NetSuite
9 1 (0.083%) Oracle AML
9 1 (0.083%) Oracle ERP
9 1 (0.083%) SAP BPC
9 1 (0.083%) Unica
Cloud Services
1 110 (9.17%) Amazon AWS
2 87 (7.26%) Microsoft Azure
3 31 (2.59%) SaaS
4 20 (1.67%) Google Analytics
5 19 (1.58%) Amazon EMR
6 16 (1.33%) Google Cloud Platform
7 13 (1.08%) Cloud Computing
8 11 (0.92%) Amazon EC2
9 10 (0.83%) Office 365
10 9 (0.75%) Amazon S3
11 6 (0.50%) Google Tag Manager
11 6 (0.50%) PaaS
12 4 (0.33%) Azure Machine Learning
13 3 (0.25%) AWS CloudFormation
13 3 (0.25%) Azure Data Factory
13 3 (0.25%) Data Lake Analytics
13 3 (0.25%) IaaS
14 2 (0.17%) Amazon Kinesis
14 2 (0.17%) GitHub
15 1 (0.083%) Virtual Private Cloud
Communications & Networking
1 24 (2.00%) Network Security
2 21 (1.75%) Firewall
3 8 (0.67%) SSL
4 7 (0.58%) HTTP
4 7 (0.58%) Kerberos
4 7 (0.58%) LDAP
4 7 (0.58%) WAN
5 6 (0.50%) Internet
6 4 (0.33%) DNS
7 3 (0.25%) DHCP
7 3 (0.25%) FTP
7 3 (0.25%) LAN
7 3 (0.25%) SAN
7 3 (0.25%) VPN
8 2 (0.17%) BGP
8 2 (0.17%) NAS
8 2 (0.17%) SMTP
8 2 (0.17%) SNMP
8 2 (0.17%) TCP/IP
8 2 (0.17%) Wi-Fi
Database & Business Intelligence
1 342 (28.52%) Big Data
2 182 (15.18%) Hadoop
3 180 (15.01%) Data Warehouse
4 173 (14.43%) SQL Server
5 109 (9.09%) QlikView
6 101 (8.42%) NoSQL
7 77 (6.42%) SQL Server Integration Services
8 74 (6.17%) MongoDB
9 63 (5.25%) Apache Cassandra
10 60 (5.00%) Apache Hive
11 58 (4.84%) PostgreSQL
12 50 (4.17%) Spotfire
13 44 (3.67%) BusinessObjects
13 44 (3.67%) Power BI
13 44 (3.67%) SQL Server Reporting Services
14 41 (3.42%) Relational Database
15 38 (3.17%) OLAP
15 38 (3.17%) SQL Server Analysis Services
16 26 (2.17%) Data Mining
17 25 (2.09%) Oracle OLAP
Development Applications
1 53 (4.42%) Git (software)
2 33 (2.75%) Maven
3 25 (2.09%) Jenkins
3 25 (2.09%) JUnit
4 23 (1.92%) Mockito
5 22 (1.83%) JIRA
5 22 (1.83%) Sonatype Nexus
6 15 (1.25%) TeamCity
7 14 (1.17%) Subversion
8 13 (1.08%) gulp
9 12 (1.00%) Selenium
9 12 (1.00%) Team Foundation Server
10 10 (0.83%) Gradle
10 10 (0.83%) Grunt
11 8 (0.67%) Ant
12 7 (0.58%) Octopus Deploy
12 7 (0.58%) Talend Open Studio
13 6 (0.50%) Mocha
14 5 (0.42%) Vagrant
14 5 (0.42%) Yeoman
General
1 484 (40.37%) Finance
2 226 (18.85%) Banking
3 169 (14.10%) Marketing
4 148 (12.34%) Retail
5 111 (9.26%) Investment Banking
6 101 (8.42%) Retail Banking
7 48 (4.00%) Front Office
8 33 (2.75%) Publishing
9 22 (1.83%) Advertising
9 22 (1.83%) Corporate Banking
9 22 (1.83%) Games
9 22 (1.83%) Law
9 22 (1.83%) Private Banking
10 16 (1.33%) Telecoms
11 15 (1.25%) Manufacturing
12 12 (1.00%) Legal
13 10 (0.83%) Pharmaceutical
14 9 (0.75%) Local Government
15 7 (0.58%) Aerospace
15 7 (0.58%) Back Office
Job Titles
1 229 (19.10%) Developer
2 220 (18.35%) Analyst
3 131 (10.93%) Consultant
4 97 (8.09%) Analytics Manager
5 86 (7.17%) Data Scientist
6 79 (6.59%) Data Analyst
7 78 (6.51%) Analytics Consultant
8 76 (6.34%) Architect
8 76 (6.34%) Data Analytics Manager
9 71 (5.92%) Data Manager
10 70 (5.84%) Data Consultant
11 68 (5.67%) Java Developer
12 61 (5.09%) Data Analytics Consultant
13 52 (4.34%) Senior Developer
14 51 (4.25%) Data Architect
15 47 (3.92%) Business Analyst
16 39 (3.25%) Data Engineer
16 39 (3.25%) Senior Data Scientist
17 37 (3.09%) Scala Developer
17 37 (3.09%) SQL Analyst
Libraries, Frameworks & Software Standards
1 85 (7.09%) .NET
2 79 (6.59%) HTML
3 56 (4.67%) AngularJS
4 53 (4.42%) CSS
5 47 (3.92%) RESTful
6 41 (3.42%) JSON
6 41 (3.42%) Web Services
7 40 (3.34%) Kafka
8 39 (3.25%) HTML5
9 35 (2.92%) React
10 34 (2.84%) XML
11 33 (2.75%) Spring
12 25 (2.09%) D3.js
12 25 (2.09%) Node.js
13 24 (2.00%) ASP.NET
13 24 (2.00%) CSS3
13 24 (2.00%) Natural Language Processing
13 24 (2.00%) REST
14 23 (1.92%) J2EE
14 23 (1.92%) jQuery
Miscellaneous
1 273 (22.77%) Analytical Skills
2 98 (8.17%) Computer Science
3 60 (5.00%) Algorithms
4 56 (4.67%) Management Information System
5 47 (3.92%) Enterprise Software
6 45 (3.75%) Greenfield Project
7 43 (3.59%) User Experience
8 40 (3.34%) Social Media
9 33 (2.75%) Fintech
10 21 (1.75%) NHS
11 17 (1.42%) Clustering
11 17 (1.42%) Data Centre
11 17 (1.42%) Data Structures
12 16 (1.33%) Cyber Defence
12 16 (1.33%) Derivative
13 14 (1.17%) Foreign Exchange (FX)
14 13 (1.08%) Credit Risk
14 13 (1.08%) Security Operations Centre
15 12 (1.00%) Virtual Team
16 11 (0.92%) Cyberthreat
Operating Systems
1 111 (9.26%) Linux
2 106 (8.84%) Windows
3 94 (7.84%) Unix
4 40 (3.34%) Windows Server
5 14 (1.17%) Windows Server 2008
6 13 (1.08%) Windows Server 2012
7 5 (0.42%) Apple iOS
7 5 (0.42%) CentOS
7 5 (0.42%) Ubuntu
8 4 (0.33%) Windows 10
8 4 (0.33%) Windows 7
9 3 (0.25%) AIX
9 3 (0.25%) Android
9 3 (0.25%) HPUX
9 3 (0.25%) Mac OS
9 3 (0.25%) Mac OS X
9 3 (0.25%) Red Hat Enterprise Linux
9 3 (0.25%) Solaris
10 1 (0.083%) Debian
10 1 (0.083%) Kali Linux
Processes & Methodologies
1 1199 (100.00%) Analytics
2 308 (25.69%) Agile Software Development
3 286 (23.85%) Business Intelligence
4 263 (21.93%) Visualisation
5 181 (15.10%) Data Analysis
6 172 (14.35%) Machine Learning
7 147 (12.26%) Data Modelling
7 147 (12.26%) Data Visualisation
8 129 (10.76%) Big Data Analytics
9 123 (10.26%) ETL
10 114 (9.51%) Data Management
11 98 (8.17%) Mathematics
12 94 (7.84%) Asset Management
13 85 (7.09%) Open Source
14 80 (6.67%) Stakeholder Management
15 77 (6.42%) Wealth Management
16 76 (6.34%) Statistics
17 75 (6.26%) DevOps
18 69 (5.75%) ERP
19 68 (5.67%) TDD
Programming Languages
1 460 (38.37%) SQL
2 320 (26.69%) Python
3 243 (20.27%) Java
4 196 (16.35%) R
5 143 (11.93%) JavaScript
6 117 (9.76%) Scala
7 69 (5.75%) C
8 67 (5.59%) C#
9 56 (4.67%) C++
10 53 (4.42%) PL/SQL
11 52 (4.34%) Perl
12 46 (3.84%) Bash Shell
13 42 (3.50%) VBA
14 30 (2.50%) T-SQL
15 17 (1.42%) ES6
16 14 (1.17%) PowerShell
17 13 (1.08%) MATLAB
17 13 (1.08%) PHP
18 9 (0.75%) Groovy
18 9 (0.75%) TypeScript
Qualifications
1 242 (20.18%) Degree
2 54 (4.50%) PhD
3 43 (3.59%) Computer Science Degree
3 43 (3.59%) Numerate Degree
4 41 (3.42%) Security Cleared
5 38 (3.17%) Master's Degree
6 26 (2.17%) SC Cleared
7 20 (1.67%) CIMA
7 20 (1.67%) CISA
8 17 (1.42%) DV Cleared
9 10 (0.83%) CISSP
9 10 (0.83%) Postgraduate
10 7 (0.58%) CCNA
10 7 (0.58%) Cisco Certification
10 7 (0.58%) ISSAP
10 7 (0.58%) MCSE
10 7 (0.58%) Microsoft Certification
11 4 (0.33%) ISEB
11 4 (0.33%) PMI Certification
12 3 (0.25%) CCNP
Quality Assurance & Compliance
1 99 (8.26%) Data Quality
2 17 (1.42%) QA
3 10 (0.83%) ISO/IEC 27001
4 7 (0.58%) GDPR
5 5 (0.42%) Actionable Recommendations
5 5 (0.42%) PCI DSS
5 5 (0.42%) PMO
6 3 (0.25%) GCP
6 3 (0.25%) Solvency II
7 2 (0.17%) FATCA
8 1 (0.083%) Cyber Essentials
8 1 (0.083%) MiFID
8 1 (0.083%) SLA
System Software
1 28 (2.34%) Active Directory
1 28 (2.34%) Docker
2 27 (2.25%) VMware Infrastructure
3 15 (1.25%) HDFS
4 9 (0.75%) Apache Flume
5 8 (0.67%) Hyper-V
6 7 (0.58%) Slurm Workload Manager
7 5 (0.42%) Virtual Machines
7 5 (0.42%) VirtualBox
7 5 (0.42%) vSphere
8 4 (0.33%) Snort
9 2 (0.17%) Apache ZooKeeper
9 2 (0.17%) Terminal Server
10 1 (0.083%) EMC RecoverPoint
10 1 (0.083%) VMware ESXi
Systems Management
1 22 (1.83%) Ansible
2 17 (1.42%) Opscode Chef
2 17 (1.42%) Puppet
3 9 (0.75%) Kibana
4 5 (0.42%) Kubernetes
5 4 (0.33%) logstash
5 4 (0.33%) SCCM
6 2 (0.17%) Backup Exec
6 2 (0.17%) Hadoop YARN
6 2 (0.17%) Mesos
6 2 (0.17%) Nagios
6 2 (0.17%) Terraform
7 1 (0.083%) Computer Emergency Response Teams
7 1 (0.083%) CSIRT
7 1 (0.083%) Docker Swarm
7 1 (0.083%) EMC VPLEX
7 1 (0.083%) Nmap
7 1 (0.083%) Piwik
7 1 (0.083%) QRadar
7 1 (0.083%) Simpana
Vendors
1 255 (21.27%) Tableau
2 214 (17.85%) Oracle
3 114 (9.51%) Microsoft
4 73 (6.09%) SAP
5 55 (4.59%) Alteryx
6 45 (3.75%) Splunk
7 41 (3.42%) VMware
8 39 (3.25%) Informatica
9 36 (3.00%) Google
10 30 (2.50%) Cognizant
11 28 (2.34%) TIBCO
12 27 (2.25%) Cloudera
13 26 (2.17%) Cisco
14 21 (1.75%) IBM
15 18 (1.50%) Hortonworks
16 17 (1.42%) RapidMiner
17 16 (1.33%) Cognos
17 16 (1.33%) JD Edwards
17 16 (1.33%) MapR
18 12 (1.00%) Salesforce.com
North West London
Logic Engagements Ltd
Salary: £85000 - £95000 per annum + (Circa £130,000 with package)
Posted: 13 hours ago
London
Birch & James Associates
Salary: From £40,000 to £55,000 per annum
Posted: 10 hours ago
London
Capita Resourcing - IT Resourcing
Salary: £70000.00 - £90000.00 per annum
Posted: 10 hours ago
North London
Birch & James Associates
Posted: 7 hours ago
West London
Pioneer Search
Salary: £65000.00 - £85000.00 per annum
Posted: 11 hours ago
Central London / West End
Spencer Rose
Salary: From £35,000 to £40,000 per annum
Posted: 11 hours ago
Central London / West End
Spencer Rose
Salary: From £75,000 to £80,000 per annum
Posted: 11 hours ago
London
Oliver James Associates
Salary: £47500 - £52500 per annum + benefits, pension, bonus, PMI
Posted: 7 hours ago
City, London
Knowit
Salary: £55000 - £60000 per annum
Posted: Yesterday
Central London / West End
Kyna Associates
Salary: £25000 - £35000 Per Annum Bonus and Benefits
Posted: 10 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £75000 per annum, Benefits Bonus + benefits package
Posted: 9 hours ago
London
Networkers
Salary: £70000 - £100000 per annum
Posted: 16 hours ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
London
Mortimer Spinks
Salary: £65000 - £80000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £60,000-£72,000
Posted: Yesterday
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: 4 days ago
London
Experis Ltd
Salary: £65000.00 per annum
Posted: Yesterday
London
Movement8
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
City, London
TEKsystems
Salary: £45000 - £60000 per annum + bonus, benefits and stock
Posted: 6 days ago
City, London
Venturi
Salary: £50000 - £110000 per annum + 20% bonus & full bens
Posted: 4 days ago
South East London
Lorien Resourcing
Salary: £45000 - £50000 per annum + 10% Bonus, 16% Pension,
Posted: 6 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 6 days ago
London
Ashdown IT
Salary: £35000 - £45000 per annum + bonus and benefits
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 6 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 6 days ago
City, London
Networkers
Salary: £50000 - £90000 per annum
Posted: 5 days ago
London
EXCELerate
Salary: Up to £85,000 per annum OTE £110k, Car, Health, Pension
Posted: 6 days ago
London
Mortimer Spinks
Salary: £45000 - £60000 per annum + excellent benefits
Posted: 5 days ago
East London
Lorien Resourcing
Salary: £42000 - £52000 per annum + Bonus + Benefits
Posted: 5 days ago