The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Analytics
England / London
Rank 240 216 303
Rank change year-on-year
-24 +87
Permanent jobs citing Data Analytics 439 636 399
As % of all permanent IT jobs located in London 1.31% 1.59% 0.97%
As % of the Processes & Methodologies category 1.47% 1.79% 1.12%
Number of salaries quoted 389 543 334
Median salary £62,500 £65,000 £55,000
Median salary % change year-on-year
-3.84% +18.18%
90% offered a salary of more than £37,200 £40,000 £40,000
10% offered a salary of more than £100,000 £100,000 £80,000
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
29881 35520 35656
As % of all permanent IT jobs located in London 89.06% 88.53% 86.33%
Number of salaries quoted 25223 30353 30064
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 Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend 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 across the London region.

Data Analytics Salary Trend in London

Data Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Analytics across the London region over the 3 months to 23 January 2017.

Data Analytics Salary Histogram 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 23 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 +22 70 £72,500 +26.08% 10
Mayfair - 6 £35,000 -
Hounslow - 5 - -
Twickenham 0 2 £37,500 -1.31%
Brentford - 1 £60,000 -
New Malden - 1 £27,500 -
Uxbridge - 1 £26,000 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 23 January 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 1022 (100.00%) Analytics
2 374 (36.59%) Big Data
3 338 (33.07%) SQL
4 314 (30.72%) Finance
5 233 (22.80%) Business Intelligence
6 232 (22.70%) Degree
7 220 (21.53%) Agile Software Development
7 220 (21.53%) Visualisation
8 210 (20.55%) Python
9 205 (20.06%) Analytical Skills
10 174 (17.03%) Hadoop
11 154 (15.07%) Tableau
12 151 (14.77%) Java
13 150 (14.68%) Data Warehouse
14 149 (14.58%) Big Data Analytics
15 148 (14.48%) SQL Server
16 147 (14.38%) Marketing
17 143 (13.99%) Computer Science
18 142 (13.89%) Banking
19 139 (13.60%) Amazon AWS
20 129 (12.62%) Data Visualisation
21 114 (11.15%) Oracle
21 114 (11.15%) ETL
21 114 (11.15%) NoSQL
22 110 (10.76%) Microsoft
22 110 (10.76%) Linux
23 104 (10.18%) Machine Learning
24 103 (10.08%) R
24 103 (10.08%) Retail
24 103 (10.08%) Data Analysis

Data Analytics
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
1 100 (9.78%) Apache Spark
2 98 (9.59%) SAS
3 48 (4.70%) Apache
4 44 (4.31%) Elasticsearch
5 36 (3.52%) Apache Pig
6 20 (1.96%) IIS
7 15 (1.47%) Apache Solr
7 15 (1.47%) SharePoint
7 15 (1.47%) Tomcat
8 8 (0.78%) Adobe Experience Manager
8 8 (0.78%) Alfresco
8 8 (0.78%) CMS
9 5 (0.49%) Cloud Foundry
10 3 (0.29%) Jupyter
10 3 (0.29%) Mule
11 2 (0.20%) Confluence
11 2 (0.20%) OpenStack
12 1 (0.098%) Exchange Server 2010
12 1 (0.098%) Facebook Platform
12 1 (0.098%) SharePoint 2010
Applications
1 98 (9.59%) MS Excel
2 36 (3.52%) MS PowerPoint
3 35 (3.42%) SPSS
4 26 (2.54%) MS Office
5 8 (0.78%) MS Project
6 7 (0.68%) MS Visio
7 3 (0.29%) InVision
8 2 (0.20%) Gephi
9 1 (0.098%) Adobe Illustrator
9 1 (0.098%) EViews
9 1 (0.098%) Mathematica
9 1 (0.098%) Photoshop
9 1 (0.098%) Spreadsheet
Business Applications
1 8 (0.78%) Salesforce.com CRM
2 5 (0.49%) Cognos TM1
3 4 (0.39%) Dynamics AX
3 4 (0.39%) Eloqua
3 4 (0.39%) Oracle AML
4 3 (0.29%) Dynamics CRM
4 3 (0.29%) Oracle Financials
5 2 (0.20%) Cognos Business Intelligence
5 2 (0.20%) FastStats
5 2 (0.20%) Oracle HRMS
5 2 (0.20%) SAP GRC
6 1 (0.098%) FINCAD Analytics
6 1 (0.098%) Oracle Assets
6 1 (0.098%) Oracle EBS R12
6 1 (0.098%) Oracle ERP
6 1 (0.098%) Oracle Payables
6 1 (0.098%) Oracle Receivables
6 1 (0.098%) Payment Gateway
6 1 (0.098%) SAP BPC
6 1 (0.098%) SAP Oil and Gas
Cloud Services
1 139 (13.60%) Amazon AWS
2 68 (6.65%) Microsoft Azure
3 35 (3.42%) SaaS
4 30 (2.94%) Cloud Computing
5 27 (2.64%) GitHub
6 21 (2.05%) Amazon EC2
6 21 (2.05%) Amazon S3
7 15 (1.47%) Google Cloud Platform
8 14 (1.37%) Google Analytics
9 13 (1.27%) Amazon EMR
10 12 (1.17%) Amazon Kinesis
11 8 (0.78%) AWS OpsWorks
11 8 (0.78%) Data Lake Analytics
11 8 (0.78%) Office 365
12 5 (0.49%) Google App Engine
13 4 (0.39%) Amazon CloudWatch
13 4 (0.39%) AWS CloudFormation
13 4 (0.39%) AWS Lambda
14 3 (0.29%) IBM Cloud
14 3 (0.29%) PaaS
Communications & Networking
1 29 (2.84%) HTTP
2 12 (1.17%) SSL
3 11 (1.08%) Firewall
3 11 (1.08%) Internet
4 8 (0.78%) Network Security
5 6 (0.59%) DNS
6 4 (0.39%) AMQP
6 4 (0.39%) DHCP
7 3 (0.29%) Intranet
7 3 (0.29%) LDAP
7 3 (0.29%) TCP/IP
7 3 (0.29%) WebEx
7 3 (0.29%) Wi-Fi
8 2 (0.20%) Intrusion Detection
8 2 (0.20%) Kerberos
8 2 (0.20%) VPN
9 1 (0.098%) Ethernet
9 1 (0.098%) FTP
9 1 (0.098%) PPP
9 1 (0.098%) Wireless
Database & Business Intelligence
1 374 (36.59%) Big Data
2 174 (17.03%) Hadoop
3 150 (14.68%) Data Warehouse
4 148 (14.48%) SQL Server
5 114 (11.15%) NoSQL
6 89 (8.71%) QlikView
7 77 (7.53%) SQL Server Integration Services
8 73 (7.14%) Relational Database
9 68 (6.65%) MongoDB
10 60 (5.87%) MySQL
11 59 (5.77%) Data Mining
12 54 (5.28%) SQL Server Reporting Services
13 53 (5.19%) Apache Hive
14 49 (4.79%) SQL Server Analysis Services
15 46 (4.50%) Power BI
16 42 (4.11%) PostgreSQL
17 29 (2.84%) BusinessObjects
17 29 (2.84%) SQL Server 2014
18 27 (2.64%) Amazon Redshift
18 27 (2.64%) RDBMS
Development Applications
1 38 (3.72%) Git (software)
2 27 (2.64%) Jenkins
3 26 (2.54%) JIRA
4 9 (0.88%) TeamCity
5 8 (0.78%) Octopus Deploy
5 8 (0.78%) Subversion
6 6 (0.59%) ERwin
6 6 (0.59%) Oracle Forms
6 6 (0.59%) Vagrant
6 6 (0.59%) Visual Studio
6 6 (0.59%) Yeoman
7 5 (0.49%) Team Foundation Server
7 5 (0.49%) ZenHub
8 4 (0.39%) Grunt
8 4 (0.39%) Hudson
8 4 (0.39%) Karma Test Runner
8 4 (0.39%) PHPUnit
8 4 (0.39%) Sinon.JS
8 4 (0.39%) Talend Open Studio
9 3 (0.29%) gulp
General
1 314 (30.72%) Finance
2 147 (14.38%) Marketing
3 142 (13.89%) Banking
4 103 (10.08%) Retail
5 52 (5.09%) Investment Banking
6 48 (4.70%) Advertising
7 40 (3.91%) Front Office
8 37 (3.62%) Games
9 32 (3.13%) Telecoms
10 27 (2.64%) Law
11 21 (2.05%) Publishing
12 17 (1.66%) Legal
13 16 (1.57%) Manufacturing
14 14 (1.37%) Back Office
15 13 (1.27%) Corporate Banking
15 13 (1.27%) Retail Banking
16 12 (1.17%) Financial Institution
16 12 (1.17%) Private Banking
17 10 (0.98%) Pharmaceutical
18 9 (0.88%) Spanish Language
Job Titles
1 205 (20.06%) Developer
2 181 (17.71%) Analyst
3 116 (11.35%) Architect
4 95 (9.30%) Data Analyst
5 91 (8.90%) Data Scientist
6 89 (8.71%) Consultant
7 71 (6.95%) Analytics Manager
8 61 (5.97%) Data Analytics Manager
8 61 (5.97%) Data Architect
9 54 (5.28%) Data Manager
10 50 (4.89%) Data Consultant
10 50 (4.89%) Java Developer
11 40 (3.91%) Senior Developer
12 38 (3.72%) Analytics Consultant
13 35 (3.42%) Data Analytics Consultant
14 34 (3.33%) Scala Developer
15 32 (3.13%) Business Analyst
15 32 (3.13%) Project Manager
16 30 (2.94%) Senior Manager
16 30 (2.94%) Software Engineer
Libraries, Frameworks & Software Standards
1 76 (7.44%) AngularJS
2 64 (6.26%) HTML
3 63 (6.16%) .NET
4 46 (4.50%) CSS
5 44 (4.31%) Web Services
6 40 (3.91%) REST
7 35 (3.42%) HTML5
8 33 (3.23%) JSON
9 31 (3.03%) D3.js
10 28 (2.74%) Node.js
11 23 (2.25%) jQuery
12 21 (2.05%) XML
13 19 (1.86%) Akka
13 19 (1.86%) RESTful
13 19 (1.86%) Spring
14 18 (1.76%) CSS3
14 18 (1.76%) Play Framework
15 15 (1.47%) ASP.NET
15 15 (1.47%) Natural Language Processing
16 14 (1.37%) RabbitMQ
Miscellaneous
1 220 (21.53%) Visualisation
2 205 (20.06%) Analytical Skills
3 143 (13.99%) Computer Science
4 87 (8.51%) Algorithms
5 78 (7.63%) Statistics
6 77 (7.53%) Mathematics
7 41 (4.01%) User Experience
8 39 (3.82%) Fintech
9 34 (3.33%) Data Structures
9 34 (3.33%) Management Information System
10 33 (3.23%) Social Media
11 30 (2.94%) Physics
12 29 (2.84%) Data Extraction
13 25 (2.45%) Economics
14 20 (1.96%) Data Integration
15 16 (1.57%) Data Centre
16 13 (1.27%) Artificial Intelligence
17 12 (1.17%) Clustering
18 11 (1.08%) NHS
19 10 (0.98%) Mobile App
Operating Systems
1 110 (10.76%) Linux
2 61 (5.97%) Windows
3 30 (2.94%) Unix
4 16 (1.57%) Ubuntu
5 15 (1.47%) CentOS
6 13 (1.27%) Red Hat Enterprise Linux
7 12 (1.17%) Windows Server
7 12 (1.17%) Windows Server 2008
8 11 (1.08%) Windows Server 2012
9 5 (0.49%) Android
9 5 (0.49%) Apple iOS
9 5 (0.49%) Solaris
10 4 (0.39%) AIX
10 4 (0.39%) Debian
10 4 (0.39%) HPUX
11 1 (0.098%) Windows 7
11 1 (0.098%) Windows Server 2003
11 1 (0.098%) Windows Vista
11 1 (0.098%) Windows XP
Processes & Methodologies
1 1022 (100.00%) Analytics
2 233 (22.80%) Business Intelligence
3 220 (21.53%) Agile Software Development
4 149 (14.58%) Big Data Analytics
5 129 (12.62%) Data Visualisation
6 114 (11.15%) ETL
7 104 (10.18%) Machine Learning
8 103 (10.08%) Data Analysis
9 98 (9.59%) TDD
10 91 (8.90%) DevOps
11 85 (8.32%) Stakeholder Management
12 82 (8.02%) Data Modelling
13 75 (7.34%) Data Management
14 74 (7.24%) Project Management
15 72 (7.05%) Data Architecture
16 69 (6.75%) Mentoring
17 67 (6.56%) Software Engineering
18 61 (5.97%) E-Commerce
19 55 (5.38%) Scrum
20 49 (4.79%) Statistical Analysis
Programming Languages
1 338 (33.07%) SQL
2 210 (20.55%) Python
3 151 (14.77%) Java
4 103 (10.08%) R
5 85 (8.32%) JavaScript
6 82 (8.02%) Scala
7 78 (7.63%) C#
8 50 (4.89%) C
9 45 (4.40%) C++
10 38 (3.72%) PHP
10 38 (3.72%) T-SQL
11 36 (3.52%) VBA
12 30 (2.94%) Perl
13 21 (2.05%) Ruby
14 15 (1.47%) Embedded C
14 15 (1.47%) MATLAB
15 14 (1.37%) Bash Shell
16 13 (1.27%) PL/SQL
17 10 (0.98%) CoffeeScript
17 10 (0.98%) Groovy
Qualifications
1 232 (22.70%) Degree
2 71 (6.95%) PhD
3 19 (1.86%) Postgraduate
4 13 (1.27%) Security Cleared
5 9 (0.88%) CISA
5 9 (0.88%) ISEB
6 8 (0.78%) CISSP
7 6 (0.59%) CCNA
7 6 (0.59%) Cisco Certification
8 5 (0.49%) CISM
8 5 (0.49%) DV Cleared
8 5 (0.49%) Six Sigma Black Belt
9 4 (0.39%) CCEA
9 4 (0.39%) CFA
9 4 (0.39%) Citrix Certification
9 4 (0.39%) IISP
9 4 (0.39%) Microsoft Certification
9 4 (0.39%) RHCE
9 4 (0.39%) VCAP
9 4 (0.39%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 91 (8.90%) Data Quality
2 24 (2.35%) QA
3 9 (0.88%) MiFID
4 4 (0.39%) ISO/IEC 27001
5 2 (0.20%) HL7
5 2 (0.20%) SLA
6 1 (0.098%) Actionable Recommendations
6 1 (0.098%) CRD IV
6 1 (0.098%) GCP
6 1 (0.098%) GDPR
6 1 (0.098%) ISO20022
6 1 (0.098%) Solvency II
System Software
1 41 (4.01%) Docker
2 26 (2.54%) VMware Infrastructure
3 18 (1.76%) HDFS
4 17 (1.66%) Active Directory
5 15 (1.47%) Virtual Machines
6 6 (0.59%) Hyper-V
6 6 (0.59%) VirtualBox
7 2 (0.20%) Apache Flume
8 1 (0.098%) Btrfs
8 1 (0.098%) Gluster
8 1 (0.098%) KVM
8 1 (0.098%) Oracle RAC
8 1 (0.098%) Terminal Services
8 1 (0.098%) Varnish
8 1 (0.098%) Virtual Servers
8 1 (0.098%) XenServer
Systems Management
1 51 (4.99%) Ansible
2 42 (4.11%) Puppet
3 37 (3.62%) Opscode Chef
4 12 (1.17%) Kubernetes
5 11 (1.08%) Mesos
5 11 (1.08%) Nagios
6 6 (0.59%) Kibana
6 6 (0.59%) logstash
6 6 (0.59%) Salt
7 4 (0.39%) Hadoop YARN
7 4 (0.39%) SCCM
7 4 (0.39%) WSUS
8 3 (0.29%) Control-M
8 3 (0.29%) Terraform
9 2 (0.20%) Graphite
10 1 (0.098%) Ambari
10 1 (0.098%) Computer Emergency Response Teams
10 1 (0.098%) CSIRT
10 1 (0.098%) HAProxy
10 1 (0.098%) StatsD
Vendors
1 154 (15.07%) Tableau
2 114 (11.15%) Oracle
3 110 (10.76%) Microsoft
4 35 (3.42%) VMware
5 34 (3.33%) Google
6 28 (2.74%) Cognos
7 26 (2.54%) Actimize
8 25 (2.45%) Salesforce.com
8 25 (2.45%) SAP
9 24 (2.35%) Red Hat
10 21 (2.05%) Hortonworks
11 19 (1.86%) Informatica
12 18 (1.76%) IBM
13 16 (1.57%) Cloudera
13 16 (1.57%) MuleSoft
14 14 (1.37%) Netezza
15 11 (1.08%) Adobe
15 11 (1.08%) Teradata
16 10 (0.98%) Cisco
17 9 (0.88%) Splunk
East London
Lorien Resourcing
Salary: £70000 - £90000 per annum + Car Allow + Bonus + Benefits
Posted: 18 hours ago
London
Talent International
Salary: £28000 - £33000 per annum + £40k+ OTE & Benefits
Posted: 10 hours ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 8 hours ago
London
Vadis People
Salary: c£120,000 - £140,000 Package
Posted: 14 hours ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £70,000 per annum
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £85,000 plus attractive benefits, 30 days holiday and extens
Posted: 9 hours ago
Kingston Upon Thames, Surrey
Quant Capital
Salary: Unspecified + benefits and bonus
Posted: 6 hours ago
London
Pioneer Search
Salary: £45000.00 - £50000 per annum + Bonus, Benefits
Posted: 17 hours ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: Yesterday
East London
Millshill Recruitment Ltd
Salary: £39000 - £40000 per annum + bens
Posted: 17 hours ago
London
First Point
Salary: £40000.00 - £55000.00 per annum
Posted: 3 days ago
London
Vadis People
Salary: c£120,000 - £140,000 Package
Posted: 3 days ago
London
Spencer Knight Recruitment
Salary: From £60,000 to £80,000 per annum (dep on exp) + Bonus + Ex bens
Posted: 4 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Equity
Posted: Yesterday
City, London
Charles Taylor plc
Salary: Market related
Posted: 3 days ago
London
onezeero.
Salary: £70000 - £80000 per annum + benefits
Posted: 3 days ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: 5 days ago
South West London
set2recruit
Salary: From £30,000 to £40,000 per annum
Posted: 6 days ago
London
Mortimer Spinks
Salary: £35000 - £50000 per annum + benfits and bonus
Posted: 4 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £40000 - £45000 per annum + Benefits
Posted: 4 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 4 days ago
London
Freshtechit
Salary: From £0 to £80,000 per annum
Posted: 3 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 5 days ago
London
Verticality Ltd
Salary: £35000 - £55000 per annum, Benefits Bonus + Benefits Package
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: 4 days ago
London
Joseph Harry Ltd
Salary: £85000 - £110000 per annum + 25% Bonus + 10% Pension
Posted: 5 days ago
London
Verticality Ltd
Salary: £55000 - £65000 per annum, Benefits Bonus + Excellent Benefits Package
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: 6 days ago