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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Analytics
Rank 200 225 356
Rank change year-on-year
+25 +131
Permanent jobs citing Data Analytics 628 615 352
As % of all permanent IT jobs located in London 1.66% 1.40% 0.77%
As % of the Processes & Methodologies category 1.85% 1.58% 0.88%
Number of salaries quoted 544 517 290
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year
+4.16% +9.09%
90% offered a salary of more than £40,000 £40,000 £32,500
10% offered a salary of more than £92,500 £100,800 £86,600
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year
+5.26% -
Data Analytics
England

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
33888 38863 39842
As % of all permanent IT jobs located in London 89.81% 88.20% 86.82%
Number of salaries quoted 29307 32789 32782
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 24 September 2016.

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 24 September 2016. 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
(Click see detailed
statistics and trends)
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 +38 107 £70,000 +27.27% 16
Kingston Upon Thames - 2 £70,000 -
Canary Wharf - 2 - -
Twickenham - 1 £45,000 - 1
Wembley - 1 £52,500 -
Greenwich - 1 £62,500 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 24 September 2016, 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 1365 (100.00%) Analytics
2 575 (42.12%) Big Data
3 567 (41.54%) SQL
4 436 (31.94%) Finance
5 391 (28.64%) Business Intelligence
6 352 (25.79%) Python
7 304 (22.27%) Degree
7 304 (22.27%) Hadoop
8 297 (21.76%) Analytical Skills
9 271 (19.85%) Agile Software Development
10 263 (19.27%) Visualisation
11 226 (16.56%) Java
12 221 (16.19%) Big Data Analytics
13 216 (15.82%) Tableau
14 213 (15.60%) Marketing
15 194 (14.21%) ETL
16 184 (13.48%) R
17 183 (13.41%) Data Warehouse
18 174 (12.75%) Machine Learning
19 173 (12.67%) Banking
20 172 (12.60%) SAS
20 172 (12.60%) Data Visualisation
21 167 (12.23%) Amazon AWS
21 167 (12.23%) Project Management
22 165 (12.09%) Computer Science
23 164 (12.01%) SQL Server
24 151 (11.06%) Mathematics
25 144 (10.55%) Statistics
26 143 (10.48%) Data Analysis
27 134 (9.82%) Retail

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
1 172 (12.60%) SAS
2 112 (8.21%) Apache Spark
3 58 (4.25%) Apache Pig
4 56 (4.10%) Apache
5 34 (2.49%) Elasticsearch
6 20 (1.47%) IIS
7 19 (1.39%) Apache Solr
7 19 (1.39%) SharePoint
8 17 (1.25%) Tomcat
9 14 (1.03%) CMS
10 10 (0.73%) MS Exchange
11 7 (0.51%) WordPress
12 5 (0.37%) ArcGIS
12 5 (0.37%) Documentum
12 5 (0.37%) OpenStack
13 4 (0.29%) Alfresco
13 4 (0.29%) Exchange Server 2010
13 4 (0.29%) GlassFish
13 4 (0.29%) Jupyter
14 3 (0.22%) IPython
Applications
1 99 (7.25%) MS Excel
2 76 (5.57%) SPSS
3 35 (2.56%) MS Office
4 27 (1.98%) MS PowerPoint
5 8 (0.59%) MS Project
5 8 (0.59%) MS Visio
6 6 (0.44%) Spreadsheet
7 5 (0.37%) GNU Octave
8 2 (0.15%) Gephi
8 2 (0.15%) Stata
9 1 (0.073%) Mathcad
9 1 (0.073%) Mathematica
Business Applications
1 11 (0.81%) SAP Oil and Gas
2 10 (0.73%) Dynamics CRM
3 7 (0.51%) Salesforce.com CRM
4 5 (0.37%) Eloqua
5 3 (0.22%) Cognos TM1
5 3 (0.22%) Oracle AML
5 3 (0.22%) Oracle EBS
5 3 (0.22%) Oracle Financials
5 3 (0.22%) WebTrends
6 2 (0.15%) FastStats
6 2 (0.15%) Oracle HRMS
6 2 (0.15%) Unica
7 1 (0.073%) Maximo
7 1 (0.073%) Payment Gateway
Cloud Services
1 167 (12.23%) Amazon AWS
2 73 (5.35%) Microsoft Azure
3 37 (2.71%) Amazon EC2
4 35 (2.56%) SaaS
5 33 (2.42%) Amazon S3
6 32 (2.34%) GitHub
7 25 (1.83%) Google Analytics
8 19 (1.39%) Amazon EMR
9 18 (1.32%) AWS OpsWorks
10 17 (1.25%) Cloud Computing
10 17 (1.25%) IBM Cloud
11 16 (1.17%) Office 365
12 11 (0.81%) Google Cloud Platform
13 8 (0.59%) Amazon Kinesis
13 8 (0.59%) Force.com
14 7 (0.51%) Heroku
15 4 (0.29%) AdWords
15 4 (0.29%) AWS Lambda
15 4 (0.29%) PaaS
16 3 (0.22%) FinancialForce.com
Communications & Networking
1 45 (3.30%) Internet
2 34 (2.49%) Firewall
3 33 (2.42%) HTTP
4 15 (1.10%) DNS
5 11 (0.81%) VPN
6 10 (0.73%) DHCP
6 10 (0.73%) FTP
7 8 (0.59%) TCP/IP
8 6 (0.44%) ATM
8 6 (0.44%) Network Security
8 6 (0.44%) SMS
9 4 (0.29%) LAN
9 4 (0.29%) NAS
9 4 (0.29%) SAN
10 3 (0.22%) Cisco ASA
10 3 (0.22%) iSCSI
10 3 (0.22%) Remote Desktop
10 3 (0.22%) Unified Communications
10 3 (0.22%) VLAN
10 3 (0.22%) WAN
Database & Business Intelligence
1 575 (42.12%) Big Data
2 304 (22.27%) Hadoop
3 183 (13.41%) Data Warehouse
4 164 (12.01%) SQL Server
5 133 (9.74%) NoSQL
6 120 (8.79%) QlikView
7 118 (8.64%) SQL Server Integration Services
8 112 (8.21%) Data Mining
9 103 (7.55%) Apache Hive
10 92 (6.74%) MongoDB
11 90 (6.59%) SQL Server Reporting Services
12 83 (6.08%) BusinessObjects
13 78 (5.71%) Relational Database
14 58 (4.25%) Apache Cassandra
15 56 (4.10%) PostgreSQL
16 55 (4.03%) MySQL
17 42 (3.08%) Amazon Redshift
18 38 (2.78%) Power BI
19 37 (2.71%) Impala
20 35 (2.56%) Spotfire
Development Applications
1 60 (4.40%) Jenkins
2 51 (3.74%) Git (software)
3 22 (1.61%) JIRA
3 22 (1.61%) Vagrant
4 20 (1.47%) Visual Studio
5 19 (1.39%) Yeoman
6 15 (1.10%) Talend Open Studio
7 11 (0.81%) TeamCity
8 8 (0.59%) Subversion
8 8 (0.59%) Team Foundation Server
9 6 (0.44%) ERwin
10 5 (0.37%) Grunt
10 5 (0.37%) gulp
10 5 (0.37%) Microsoft Blend
10 5 (0.37%) Selenium
10 5 (0.37%) ZenHub
11 3 (0.22%) Octopus Deploy
11 3 (0.22%) SpecFlow
11 3 (0.22%) WebDriver
12 2 (0.15%) Oracle APEX
General
1 436 (31.94%) Finance
2 213 (15.60%) Marketing
3 173 (12.67%) Banking
4 134 (9.82%) Retail
5 77 (5.64%) Advertising
6 74 (5.42%) Investment Banking
7 57 (4.18%) Telecoms
8 43 (3.15%) Front Office
9 42 (3.08%) Manufacturing
10 35 (2.56%) Games
11 33 (2.42%) Financial Institution
12 30 (2.20%) Law
13 22 (1.61%) Back Office
13 22 (1.61%) Retail Banking
14 19 (1.39%) Private Banking
15 17 (1.25%) Corporate Banking
16 16 (1.17%) Publishing
17 13 (0.95%) Electronics
18 12 (0.88%) Legal
19 8 (0.59%) French Language
Job Titles
1 243 (17.80%) Developer
2 222 (16.26%) Analyst
3 152 (11.14%) Consultant
4 149 (10.92%) Data Scientist
5 116 (8.50%) Architect
6 114 (8.35%) Data Analyst
7 90 (6.59%) Analytics Manager
8 82 (6.01%) Data Manager
9 81 (5.93%) Data Analytics Manager
10 71 (5.20%) Data Architect
11 67 (4.91%) Data Consultant
12 63 (4.62%) Project Manager
13 61 (4.47%) Senior Manager
14 59 (4.32%) Java Developer
15 56 (4.10%) Analytics Consultant
16 51 (3.74%) Senior Developer
17 47 (3.44%) Senior Data Scientist
17 47 (3.44%) SQL Analyst
18 45 (3.30%) Data Analytics Consultant
19 39 (2.86%) Solutions Architect
Libraries, Frameworks & Software Standards
1 87 (6.37%) .NET
2 81 (5.93%) HTML
3 64 (4.69%) AngularJS
4 60 (4.40%) CSS
5 57 (4.18%) XML
6 56 (4.10%) D3.js
7 53 (3.88%) Web Services
8 40 (2.93%) HTML5
9 39 (2.86%) REST
10 37 (2.71%) Node.js
11 34 (2.49%) JSON
11 34 (2.49%) Natural Language Processing
12 27 (1.98%) jQuery
13 25 (1.83%) Middleware
14 24 (1.76%) FIX Protocol
14 24 (1.76%) Pandas
15 22 (1.61%) scikit-learn
16 21 (1.54%) Kafka
17 20 (1.47%) SciPy
18 19 (1.39%) LAMP
Miscellaneous
1 297 (21.76%) Analytical Skills
2 263 (19.27%) Visualisation
3 165 (12.09%) Computer Science
4 151 (11.06%) Mathematics
5 144 (10.55%) Statistics
6 87 (6.37%) Algorithms
7 69 (5.05%) Management Information System
8 49 (3.59%) Physics
9 38 (2.78%) Fintech
9 38 (2.78%) User Experience
10 37 (2.71%) Data Integration
11 34 (2.49%) Mobile App
12 33 (2.42%) Social Media
13 31 (2.27%) Data Centre
14 27 (1.98%) Economics
15 25 (1.83%) Security Operations Centre
16 24 (1.76%) Enterprise Software
17 21 (1.54%) Online Banking
18 17 (1.25%) FMCG
19 16 (1.17%) Data Structures
Operating Systems
1 125 (9.16%) Linux
2 74 (5.42%) Windows
3 63 (4.62%) Unix
4 32 (2.34%) Ubuntu
5 22 (1.61%) CentOS
6 21 (1.54%) Apple iOS
6 21 (1.54%) Mac OS X
7 20 (1.47%) Red Hat Enterprise Linux
7 20 (1.47%) Windows Server
8 13 (0.95%) Android
9 11 (0.81%) Solaris
9 11 (0.81%) Windows Server 2008
10 10 (0.73%) AIX
10 10 (0.73%) HPUX
10 10 (0.73%) Windows Server 2012
11 3 (0.22%) Windows 10
12 2 (0.15%) VMS
13 1 (0.073%) Debian
13 1 (0.073%) Windows Server 2003
13 1 (0.073%) Windows XP
Processes & Methodologies
1 1365 (100.00%) Analytics
2 391 (28.64%) Business Intelligence
3 271 (19.85%) Agile Software Development
4 221 (16.19%) Big Data Analytics
5 194 (14.21%) ETL
6 174 (12.75%) Machine Learning
7 172 (12.60%) Data Visualisation
8 167 (12.23%) Project Management
9 143 (10.48%) Data Analysis
10 129 (9.45%) Stakeholder Management
11 117 (8.57%) Data Modelling
12 113 (8.28%) Data Management
13 105 (7.69%) Data Architecture
14 98 (7.18%) CRM
15 91 (6.67%) E-Commerce
16 88 (6.45%) DevOps
17 86 (6.30%) Statistical Analysis
18 84 (6.15%) Open Source
19 80 (5.86%) Predictive Modelling
20 79 (5.79%) Software Engineering
Programming Languages
1 567 (41.54%) SQL
2 352 (25.79%) Python
3 226 (16.56%) Java
4 184 (13.48%) R
5 115 (8.42%) JavaScript
6 90 (6.59%) C#
7 88 (6.45%) Scala
8 79 (5.79%) C++
9 67 (4.91%) VBA
10 54 (3.96%) Perl
11 49 (3.59%) T-SQL
12 44 (3.22%) MATLAB
13 42 (3.08%) PHP
14 33 (2.42%) C
15 32 (2.34%) Bash Shell
16 30 (2.20%) PowerShell
17 25 (1.83%) Clojure
17 25 (1.83%) Lua
18 23 (1.68%) VB.NET
19 20 (1.47%) Cypher
Qualifications
1 304 (22.27%) Degree
2 88 (6.45%) PhD
3 35 (2.56%) CISSP
4 22 (1.61%) Cisco Certification
5 21 (1.54%) (ISC)2 CCSP
5 21 (1.54%) CCSP
5 21 (1.54%) SANS
6 20 (1.47%) Security Cleared
7 14 (1.03%) CISM
8 13 (0.95%) CISA
9 11 (0.81%) PMI Certification
10 9 (0.66%) CRISC
10 9 (0.66%) PMP
11 8 (0.59%) PRINCE2 Certification
12 6 (0.44%) ACCA
12 6 (0.44%) SC Cleared
13 4 (0.29%) CFA
13 4 (0.29%) CIMA
13 4 (0.29%) DV Cleared
13 4 (0.29%) IISP
Quality Assurance & Compliance
1 102 (7.47%) Data Quality
2 39 (2.86%) QA
3 12 (0.88%) SLA
4 5 (0.37%) ISO/IEC 27001
5 2 (0.15%) COBIT
5 2 (0.15%) FATCA
5 2 (0.15%) MiFID
6 1 (0.073%) Actionable Recommendations
6 1 (0.073%) ISO20022
System Software
1 39 (2.86%) Docker
1 39 (2.86%) HDFS
2 27 (1.98%) Virtual Machines
3 23 (1.68%) VMware Infrastructure
4 21 (1.54%) Active Directory
4 21 (1.54%) VirtualBox
5 11 (0.81%) Hyper-V
6 5 (0.37%) vCloud
7 2 (0.15%) Apache Flume
7 2 (0.15%) Virtual Servers
8 1 (0.073%) Apache ZooKeeper
8 1 (0.073%) Btrfs
8 1 (0.073%) Gluster
8 1 (0.073%) KVM
Systems Management
1 58 (4.25%) Puppet
2 50 (3.66%) Ansible
3 39 (2.86%) Opscode Chef
4 22 (1.61%) Nagios
5 18 (1.32%) Hadoop YARN
6 7 (0.51%) Mesos
6 7 (0.51%) Salt
7 6 (0.44%) Kubernetes
8 5 (0.37%) SCCM
9 4 (0.29%) Control-M
9 4 (0.29%) WSUS
10 3 (0.22%) Failover Clustering
10 3 (0.22%) McAfee ePO
10 3 (0.22%) ZABBIX
11 2 (0.15%) Ambari
11 2 (0.15%) Graphite
11 2 (0.15%) logstash
12 1 (0.073%) AirWatch
12 1 (0.073%) FTK
12 1 (0.073%) Terraform
Vendors
1 216 (15.82%) Tableau
2 123 (9.01%) Microsoft
3 121 (8.86%) Oracle
4 62 (4.54%) SAP
5 55 (4.03%) Google
6 52 (3.81%) Cloudera
6 52 (3.81%) IBM
7 50 (3.66%) Informatica
8 44 (3.22%) Cognos
9 42 (3.08%) Hortonworks
10 41 (3.00%) VMware
11 35 (2.56%) Salesforce.com
12 34 (2.49%) Red Hat
13 31 (2.27%) MuleSoft
14 29 (2.12%) Teradata
15 26 (1.90%) Adobe
16 22 (1.61%) MicroStrategy
17 20 (1.47%) Actimize
18 17 (1.25%) Ab Initio
18 17 (1.25%) Netezza
London
PwC
Salary: Competitive plus benefits
Posted: 2 days ago
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 19 hours ago
London
Versende
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
London
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £80000.00 per annum
Posted: Yesterday
London
Verticality Ltd
Salary: £35000 - £55000 per annum, Benefits Bonus + Benefits Package
Posted: 4 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Equity
Posted: Yesterday
London
Salt
Salary: £60000.00 - £65000.00 per annum + Pension
Posted: 3 days ago
London
Lorien Resourcing
Salary: £90000 - £110000 per annum + Car Allow + Bonus + Benefits
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum + Excellent benefits
Posted: Yesterday
London
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Opus Resourcing Ltd
Salary: £100000 - £120000 per annum + Bens + Significant Bonus
Posted: Yesterday
London
Careerwise UK Limited
Salary: £120000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 days ago
City, London
Oscar
Salary: £55000 - £70000 per annum + Benefits / Flexi
Posted: 2 days ago
London
UCL
Salary: From £42,304 to £49,904 per annum inclusive of London Allowance
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 2 days ago
London
Verticality Ltd
Salary: £35000 - £45000 per annum, Benefits Bonus + Benefits Package
Posted: 4 days ago
London
Client Server
Salary: £100k to £130k + bonus + benefits
Posted: 4 days ago
City, London
Oscar
Salary: £40000 - £55000 per annum + Benefits / flexi
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £22000 - £32000 per annum, Benefits Uncapped OTE
Posted: 4 days ago
London
Senitor Associates
Salary: £45000 - £55000 per annum + bonus
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £24000 - £32000 per annum, Benefits Uncapped OTE
Posted: 3 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum DOE
Posted: 5 days ago
London
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 3 days ago
London
Preferred Choice
Salary: £55000 per annum
Posted: 5 days ago
London
IT Connections
Salary: to £60000
Posted: Yesterday
Brentford, Middlesex
TEKsystems
Salary: £55000 - £70000 per annum + Benefits and bonus
Posted: 5 days ago