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

Data Analytics
England / London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 199 200 272
Rank change year-on-year +1 +72  
Permanent jobs citing Data Analytics 546 708 493
As % of all permanent IT jobs advertised in London 1.62% 1.67% 1.16%
As % of the Processes & Methodologies category 1.79% 1.86% 1.32%
Number of salaries quoted 467 595 395
Median salary £65,000 £65,000 £55,000
Median salary % change year-on-year - +18.18%  
90% offered a salary of more than £40,000 £40,400 £37,500
10% offered a salary of more than £97,500 £120,000 £95,000
UK excluding London median salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26%  

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 30506 38035 37341
As % of all permanent IT job vacancies advertised in London 90.23% 89.73% 87.67%
Number of salaries quoted 25597 32507 31158
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 £38,500 £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 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 29 March 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 29 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 -1 58 £75,000 +7.14% 15
Twickenham - 5 £55,000 -
Mayfair - 5 £40,000 -
Croydon - 3 - - 1
Kingston Upon Thames - 3 £61,250 - 1
Heathrow -5 2 £57,500 -
West End of London +6 1 - - 1
Brentford - 1 £60,000 -
Canary Wharf - 1 £40,000 -
Data Analytics
England

For the 6 months to 29 March 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.

1 967 (100.00%) Analytics
2 350 (36.19%) SQL
3 316 (32.68%) Big Data
4 293 (30.30%) Finance
5 227 (23.47%) Visualisation
6 224 (23.16%) Degree
7 214 (22.13%) Business Intelligence
8 210 (21.72%) Agile Software Development
9 209 (21.61%) Python
10 192 (19.86%) Analytical Skills
11 174 (17.99%) Tableau
12 164 (16.96%) Java
13 151 (15.62%) SQL Server
14 145 (14.99%) Hadoop
15 143 (14.79%) Marketing
16 142 (14.68%) Oracle
17 137 (14.17%) Banking
18 135 (13.96%) SAS
19 130 (13.44%) Data Visualisation
20 129 (13.34%) Data Warehouse
21 123 (12.72%) R
21 123 (12.72%) Machine Learning
21 123 (12.72%) Big Data Analytics
22 116 (12.00%) Mathematics
23 112 (11.58%) Data Analysis
24 108 (11.17%) Amazon AWS
25 104 (10.75%) Computer Science
26 101 (10.44%) QlikView
26 101 (10.44%) ETL
27 98 (10.13%) JavaScript

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
1 135 (13.96%) SAS
2 92 (9.51%) Apache Spark
3 43 (4.45%) Apache
3 43 (4.45%) Elasticsearch
4 28 (2.90%) IIS
5 26 (2.69%) Apache Pig
6 24 (2.48%) Tomcat
7 18 (1.86%) SharePoint
8 6 (0.62%) Adobe Experience Manager
8 6 (0.62%) CMS
9 5 (0.52%) Apache Solr
10 3 (0.31%) Alfresco
10 3 (0.31%) Cloud Foundry
10 3 (0.31%) Mule
11 2 (0.21%) Confluence
11 2 (0.21%) Jupyter
11 2 (0.21%) MS Exchange
11 2 (0.21%) OpenStack
12 1 (0.10%) Oracle Workflow
12 1 (0.10%) SharePoint 2010
Applications
1 69 (7.14%) MS Excel
2 49 (5.07%) SPSS
3 27 (2.79%) MS PowerPoint
4 21 (2.17%) MS Office
5 11 (1.14%) MS Project
6 3 (0.31%) InVision
6 3 (0.31%) MS Visio
7 2 (0.21%) EViews
7 2 (0.21%) Spreadsheet
8 1 (0.10%) Adobe Illustrator
8 1 (0.10%) Photoshop
Business Applications
1 12 (1.24%) SAP InfiniteInsight
2 7 (0.72%) Dynamics AX
3 4 (0.41%) Cognos TM1
4 3 (0.31%) Dynamics CRM
4 3 (0.31%) Eloqua
4 3 (0.31%) SAP GRC
5 2 (0.21%) Cognos Business Intelligence
5 2 (0.21%) SAP ERP
6 1 (0.10%) FastStats
6 1 (0.10%) FINCAD Analytics
6 1 (0.10%) NetSuite
6 1 (0.10%) Oracle Assets
6 1 (0.10%) Oracle EBS R12
6 1 (0.10%) Oracle Financials
6 1 (0.10%) Oracle General Ledger
6 1 (0.10%) Oracle Payables
6 1 (0.10%) Oracle Receivables
6 1 (0.10%) SAP BPC
6 1 (0.10%) SAP Oil and Gas
6 1 (0.10%) WebTrends
Cloud Services
1 108 (11.17%) Amazon AWS
2 62 (6.41%) Microsoft Azure
3 32 (3.31%) SaaS
4 25 (2.59%) Cloud Computing
5 17 (1.76%) Amazon S3
5 17 (1.76%) Google Cloud Platform
6 16 (1.65%) Amazon EC2
7 13 (1.34%) Amazon EMR
7 13 (1.34%) GitHub
7 13 (1.34%) Google Analytics
8 9 (0.93%) Data Lake Analytics
9 8 (0.83%) Office 365
10 6 (0.62%) Amazon Kinesis
11 5 (0.52%) PaaS
12 4 (0.41%) AWS CloudFormation
13 3 (0.31%) Amazon CloudWatch
13 3 (0.31%) Google App Engine
14 2 (0.21%) AWS OpsWorks
15 1 (0.10%) Google Tag Manager
15 1 (0.10%) IBM Cloud
Communications & Networking
1 18 (1.86%) Firewall
2 16 (1.65%) SSL
3 15 (1.55%) HTTP
4 9 (0.93%) LDAP
4 9 (0.93%) Network Security
5 7 (0.72%) Internet
6 6 (0.62%) DNS
7 5 (0.52%) Kerberos
8 4 (0.41%) AMQP
8 4 (0.41%) VPN
9 3 (0.31%) DHCP
9 3 (0.31%) FTP
9 3 (0.31%) SAN
9 3 (0.31%) SMTP
9 3 (0.31%) TCP/IP
9 3 (0.31%) WebEx
9 3 (0.31%) Wi-Fi
10 2 (0.21%) Intranet
10 2 (0.21%) SNMP
10 2 (0.21%) Wireless
Database & Business Intelligence
1 316 (32.68%) Big Data
2 151 (15.62%) SQL Server
3 145 (14.99%) Hadoop
4 129 (13.34%) Data Warehouse
5 101 (10.44%) QlikView
6 73 (7.55%) NoSQL
7 66 (6.83%) SQL Server Integration Services
8 62 (6.41%) MongoDB
9 57 (5.89%) Relational Database
10 51 (5.27%) SQL Server Reporting Services
11 49 (5.07%) Power BI
12 39 (4.03%) SQL Server Analysis Services
13 37 (3.83%) Apache Hive
14 36 (3.72%) MySQL
15 33 (3.41%) PostgreSQL
15 33 (3.41%) Spotfire
16 28 (2.90%) Data Mining
17 26 (2.69%) Apache Cassandra
18 25 (2.59%) SQL Server 2014
19 23 (2.38%) SQL Server 2016
Development Applications
1 46 (4.76%) Git (software)
2 18 (1.86%) JIRA
3 15 (1.55%) Jenkins
4 14 (1.45%) TeamCity
5 11 (1.14%) Octopus Deploy
6 10 (1.03%) Subversion
7 9 (0.93%) Maven
8 8 (0.83%) Ant
8 8 (0.83%) Gradle
9 6 (0.62%) Oracle Forms
10 5 (0.52%) Karma Test Runner
10 5 (0.52%) Selenium
10 5 (0.52%) Talend Open Studio
10 5 (0.52%) Vagrant
10 5 (0.52%) Yeoman
11 4 (0.41%) Grunt
11 4 (0.41%) PHPUnit
11 4 (0.41%) Sinon.JS
11 4 (0.41%) Team Foundation Server
11 4 (0.41%) Visual Studio
General
1 293 (30.30%) Finance
2 143 (14.79%) Marketing
3 137 (14.17%) Banking
4 65 (6.72%) Retail
5 42 (4.34%) Front Office
6 39 (4.03%) Games
7 34 (3.52%) Advertising
8 27 (2.79%) Investment Banking
9 21 (2.17%) Publishing
10 19 (1.96%) Telecoms
11 17 (1.76%) Legal
12 16 (1.65%) Corporate Banking
12 16 (1.65%) Retail Banking
13 15 (1.55%) Law
13 15 (1.55%) Private Banking
14 13 (1.34%) Manufacturing
15 12 (1.24%) Back Office
16 11 (1.14%) Pharmaceutical
17 8 (0.83%) Spanish Language
18 6 (0.62%) French Language
Job Titles
1 186 (19.23%) Analyst
2 174 (17.99%) Developer
3 101 (10.44%) Architect
4 91 (9.41%) Analytics Manager
5 85 (8.79%) Consultant
6 78 (8.07%) Data Analyst
7 77 (7.96%) Data Scientist
8 74 (7.65%) Data Analytics Manager
9 66 (6.83%) Data Manager
10 53 (5.48%) Data Architect
11 52 (5.38%) Data Consultant
12 47 (4.86%) Java Developer
13 46 (4.76%) Business Analyst
14 39 (4.03%) Analytics Consultant
15 37 (3.83%) Data Analytics Consultant
16 36 (3.72%) Scala Developer
17 34 (3.52%) Enterprise Architect
18 33 (3.41%) Senior Data Scientist
18 33 (3.41%) SQL Analyst
19 32 (3.31%) Data Engineer
Libraries, Frameworks & Software Standards
1 70 (7.24%) HTML
2 67 (6.93%) AngularJS
3 59 (6.10%) .NET
4 50 (5.17%) CSS
5 41 (4.24%) JSON
6 38 (3.93%) Web Services
7 37 (3.83%) HTML5
8 29 (3.00%) Node.js
8 29 (3.00%) REST
9 27 (2.79%) D3.js
9 27 (2.79%) jQuery
10 26 (2.69%) XML
11 20 (2.07%) CSS3
12 19 (1.96%) Kafka
12 19 (1.96%) Spring
13 17 (1.76%) ASP.NET
13 17 (1.76%) Natural Language Processing
14 16 (1.65%) ASP.NET MVC
14 16 (1.65%) RESTful
15 14 (1.45%) React
Miscellaneous
1 192 (19.86%) Analytical Skills
2 104 (10.75%) Computer Science
3 68 (7.03%) Algorithms
4 39 (4.03%) Social Media
5 36 (3.72%) Fintech
6 31 (3.21%) User Experience
7 29 (3.00%) Data Structures
8 27 (2.79%) Management Information System
9 22 (2.28%) Clustering
10 16 (1.65%) Enterprise Software
11 15 (1.55%) NHS
12 14 (1.45%) Data Centre
13 12 (1.24%) Credit Risk
14 11 (1.14%) Cyberthreat
15 10 (1.03%) Life Science
15 10 (1.03%) Virtual Team
16 9 (0.93%) Digital Media
17 8 (0.83%) Mobile App
18 6 (0.62%) e-Learning
19 5 (0.52%) Equities
Operating Systems
1 94 (9.72%) Linux
2 72 (7.45%) Windows
3 34 (3.52%) Unix
4 20 (2.07%) Windows Server
5 17 (1.76%) Windows Server 2008
6 15 (1.55%) Windows Server 2012
7 9 (0.93%) CentOS
8 6 (0.62%) Ubuntu
9 5 (0.52%) Red Hat Enterprise Linux
10 4 (0.41%) Debian
10 4 (0.41%) Solaris
11 3 (0.31%) AIX
11 3 (0.31%) HPUX
11 3 (0.31%) Mac OS X
12 2 (0.21%) Android
12 2 (0.21%) Apple iOS
12 2 (0.21%) Windows 7
13 1 (0.10%) Windows Server 2003
13 1 (0.10%) Windows Vista
13 1 (0.10%) Windows XP
Processes & Methodologies
1 967 (100.00%) Analytics
2 227 (23.47%) Visualisation
3 214 (22.13%) Business Intelligence
4 210 (21.72%) Agile Software Development
5 130 (13.44%) Data Visualisation
6 123 (12.72%) Big Data Analytics
6 123 (12.72%) Machine Learning
7 116 (12.00%) Mathematics
8 112 (11.58%) Data Analysis
9 101 (10.44%) ETL
10 85 (8.79%) Stakeholder Management
11 81 (8.38%) TDD
12 70 (7.24%) Data Modelling
13 68 (7.03%) Data Management
14 65 (6.72%) Mentoring
15 63 (6.51%) Project Management
16 62 (6.41%) Scrum
17 61 (6.31%) DevOps
18 59 (6.10%) Statistics
19 48 (4.96%) Data Architecture
Programming Languages
1 350 (36.19%) SQL
2 209 (21.61%) Python
3 164 (16.96%) Java
4 123 (12.72%) R
5 98 (10.13%) JavaScript
6 87 (9.00%) Scala
7 66 (6.83%) C#
8 62 (6.41%) C
9 40 (4.14%) C++
10 37 (3.83%) T-SQL
11 32 (3.31%) VBA
12 24 (2.48%) PHP
13 17 (1.76%) PowerShell
14 15 (1.55%) Ruby
15 14 (1.45%) Bash Shell
15 14 (1.45%) Embedded C
15 14 (1.45%) PL/SQL
16 13 (1.34%) Groovy
17 12 (1.24%) MATLAB
18 10 (1.03%) Perl
Qualifications
1 224 (23.16%) Degree
2 62 (6.41%) PhD
3 26 (2.69%) Security Cleared
4 23 (2.38%) Postgraduate
5 17 (1.76%) CISA
6 12 (1.24%) CIMA
7 9 (0.93%) SC Cleared
8 8 (0.83%) DV Cleared
8 8 (0.83%) ISEB
9 7 (0.72%) CCNA
9 7 (0.72%) Cisco Certification
9 7 (0.72%) CISSP
10 6 (0.62%) CCNP
10 6 (0.62%) MCSA
10 6 (0.62%) MCSE
10 6 (0.62%) Microsoft Certification
10 6 (0.62%) VMware Certified Professional (VCP)
11 4 (0.41%) CCEA
11 4 (0.41%) CCIE
11 4 (0.41%) Citrix Certification
Quality Assurance & Compliance
1 75 (7.76%) Data Quality
2 17 (1.76%) QA
3 7 (0.72%) MiFID
4 4 (0.41%) ISO/IEC 27001
5 3 (0.31%) GDPR
6 2 (0.21%) GCP
6 2 (0.21%) HL7
7 1 (0.10%) CRD IV
7 1 (0.10%) ISO20022
7 1 (0.10%) PMO
7 1 (0.10%) SLA
7 1 (0.10%) Solvency II
System Software
1 32 (3.31%) VMware Infrastructure
2 26 (2.69%) Docker
3 23 (2.38%) Active Directory
4 16 (1.65%) HDFS
5 8 (0.83%) Virtual Machines
6 7 (0.72%) Hyper-V
7 5 (0.52%) VirtualBox
7 5 (0.52%) vSphere
8 2 (0.21%) Slurm Workload Manager
8 2 (0.21%) Terminal Server
9 1 (0.10%) Apache Flume
9 1 (0.10%) EMC RecoverPoint
9 1 (0.10%) Oracle RAC
9 1 (0.10%) Terminal Services
9 1 (0.10%) Varnish
9 1 (0.10%) XenServer
Systems Management
1 41 (4.24%) Ansible
2 30 (3.10%) Puppet
3 28 (2.90%) Opscode Chef
4 9 (0.93%) Kibana
5 6 (0.62%) Kubernetes
5 6 (0.62%) logstash
6 3 (0.31%) Mesos
6 3 (0.31%) Nagios
7 2 (0.21%) Backup Exec
7 2 (0.21%) Computer Emergency Response Teams
7 2 (0.21%) CSIRT
7 2 (0.21%) Salt
7 2 (0.21%) Terraform
8 1 (0.10%) EMC VPLEX
8 1 (0.10%) Graphite
8 1 (0.10%) HAProxy
8 1 (0.10%) QRadar
8 1 (0.10%) SCCM
8 1 (0.10%) Simpana
8 1 (0.10%) StatsD
Vendors
1 174 (17.99%) Tableau
2 142 (14.68%) Oracle
3 86 (8.89%) Microsoft
4 41 (4.24%) Actimize
5 40 (4.14%) SAP
6 36 (3.72%) VMware
7 35 (3.62%) Google
8 22 (2.28%) Informatica
9 21 (2.17%) Alteryx
10 19 (1.96%) Cloudera
11 18 (1.86%) Cognos
12 17 (1.76%) Cisco
12 17 (1.76%) Hortonworks
13 16 (1.65%) IBM
14 14 (1.45%) MuleSoft
15 13 (1.34%) Salesforce.com
15 13 (1.34%) Splunk
16 11 (1.14%) MicroStrategy
16 11 (1.14%) Red Hat
17 10 (1.03%) RapidMiner
London
Birch & James Associates
Posted: 13 hours ago
London
Franklin Bates
Salary: From £40,000 to £60,000 per annum
Posted: 14 hours ago
London
Franklin Bates
Salary: From £40,000 to £70,000 per annum
Posted: 14 hours ago
South East London
Franklin Bates
Salary: From £60,000 to £70,000 per annum £60,000 - £70,000
Posted: Yesterday
Surbiton, Surrey
Quant Capital
Salary: Up to £50,000 per annum + benefits
Posted: 7 hours ago
Croydon, Surrey
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 14 hours ago
South East London
Franklin Bates
Salary: From £50,000 to £65,000 per annum £50,000 - £65,000
Posted: Yesterday
London
Careerwise UK Limited
Salary: £50000 - £61000 per annum + benefits
Posted: Yesterday
South East London
Franklin Bates
Salary: From £65,000 to £75,000 per annum £65,000 - £75,000
Posted: Yesterday
London
Salt
Salary: £65000.00 - £75000.00 per annum
Posted: 2 days ago
London
Codex
Salary: From £65,000 to £90,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: 19 hours ago
London
TEKsystems
Salary: £55000 - £65000 per annum + bonus and benefits
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £30000 - £45000 per annum + 25% Bonus + 10% Pension
Posted: 21 hours ago
London
Franklin Bates
Salary: From £40,000 to £85,000 per annum
Posted: Yesterday
City, London
Tiro Partners
Salary: £80000 - £100000 per annum + + benefits
Posted: 20 hours ago
London
Harvey Nash plc
Salary: £45000 - £80000 per annum
Posted: Yesterday
London
Square One Resources
Salary: Up to £100,000 per annum
Posted: Yesterday
London
Claremont Consulting Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 5 days ago
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 3 days ago
London
Optima Connections
Salary: Up to £70,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: Yesterday
London
E-synergy Solutions
Salary: £50000 - £70000 per week + Benefits
Posted: Yesterday
South East London
Stratospherec
Salary: From £50,000 to £60,000 per annum excellent benefits package
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £110000 per annum + Excellent benefits
Posted: 5 days ago
Central London / West End
Stratospherec
Salary: Up to £70,000 per annum excellent benefits package
Posted: 2 days ago
City, London
AlixPartners
Salary: Negotiable
Posted: 5 days ago
London
Talent Point Ltd
Salary: £45000.00 - £65000.00 per annum
Posted: 5 days ago
City, London
Harvey Nash plc
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 5 days ago