The table below looks at the statistics for Data Analytics skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Analytics over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Analytics
UK / England
Rank 301 358 416
Rank change year-on-year
+57 +58
Contract jobs citing Data Analytics 299 244 165
As % of all contract IT jobs located in England 0.73% 0.52% 0.36%
As % of the Processes & Methodologies category 0.89% 0.64% 0.45%
Number of daily rates quoted 200 162 110
Median daily rate £450 £488 £425
Median daily rate % change year-on-year
-7.69% +14.70%
90% offered a daily rate of more than £299 £315 £300
10% offered a daily rate of more than £650 £674 £550
UK excluding London median daily rate £425 £450 £395
% change year-on-year
-5.55% +13.92%
Number of hourly rates quoted 3 1 1
Median hourly rate £22.50 £46.50 £37.50
Median hourly rate % change year-on-year
-51.61% +24.00%
UK excluding London median hourly rate £22.50 £46.50 £37.50
% change year-on-year
-51.61% +24.00%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
33605 38158 36500
As % of all contract IT jobs located in England 82.39% 81.97% 78.70%
Number of daily rates quoted 22408 25058 23946
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £288
10% offered a daily rate of more than £600 £600 £580
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 835 1094 976
Median hourly rate £34.00 £37.50 £25.00
Median hourly rate % change year-on-year
-9.33% +50.00%
90% offered a hourly rate of more than £13.00 £12.80 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

Data Analytics
Jobs Demand Trend in England

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

Data Analytics Jobs Demand Trend in England

Data Analytics
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Analytics across the England region.

Data Analytics Daily Rate Trend in England

Data Analytics
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analytics across the England region over the 3 months to 21 January 2017.

Data Analytics Daily Rate Histogram in England

Data Analytics
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Analytics across the England region.

Data Analytics Hourly Rate Trend in England

Data Analytics
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analytics across the England region over the 3 months to 21 January 2017.

Data Analytics Hourly Rate Histogram in England

Data Analytics
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analytics within the England region over the 3 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +42 176 £450 -10.00% 66
South East +4 29 £425 -18.26% 9
East of England +17 26 £350 -28.20% 4
North West +34 22 £425 -50.00% 10
Yorkshire +30 18 £700 +42.13% 5
West Midlands +12 13 £431 - 4
East Midlands +9 10 £450 - 2
South West -9 4 £385 +10.00% 6
North East -13 1 £450 - 1
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 21 January 2017, IT contractor 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 contract ads across the England region with a requirement for Data Analytics.

1 582 (100.00%) Analytics
2 188 (32.30%) Big Data
3 157 (26.98%) SQL
4 150 (25.77%) Agile Software Development
5 135 (23.20%) Business Intelligence
6 127 (21.82%) Finance
7 114 (19.59%) Hadoop
8 104 (17.87%) Python
9 98 (16.84%) Big Data Analytics
10 89 (15.29%) Analytical Skills
11 86 (14.78%) Data Analysis
12 81 (13.92%) Java
13 77 (13.23%) Visualisation
14 70 (12.03%) Apache Spark
15 63 (10.82%) Project Management
15 63 (10.82%) Data Modelling
16 60 (10.31%) Oracle
16 60 (10.31%) R
17 56 (9.62%) Stakeholder Management
17 56 (9.62%) Banking
18 55 (9.45%) Data Warehouse
19 54 (9.28%) JavaScript
20 53 (9.11%) Retail
20 53 (9.11%) Marketing
21 52 (8.93%) ETL
22 49 (8.42%) Linux
22 49 (8.42%) Microsoft
23 48 (8.25%) SQL Server
24 47 (8.08%) SAS
25 46 (7.90%) Degree

Data Analytics
Top Related IT Skills in England 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 70 (12.03%) Apache Spark
2 47 (8.08%) SAS
3 16 (2.75%) Apache
4 14 (2.41%) SharePoint
5 12 (2.06%) Adobe Experience Manager
6 10 (1.72%) Apache Pig
7 5 (0.86%) Confluence
8 4 (0.69%) Elasticsearch
9 3 (0.52%) Apache Solr
9 3 (0.52%) nginx
10 2 (0.34%) MS Project Server
11 1 (0.17%) BizTalk Server
11 1 (0.17%) Joomla!
11 1 (0.17%) MS Exchange
11 1 (0.17%) Oracle SOA Suite
11 1 (0.17%) Skype for Business
11 1 (0.17%) Tomcat
11 1 (0.17%) WordPress
Applications
1 41 (7.04%) MS Excel
2 19 (3.26%) MS PowerPoint
3 13 (2.23%) Photoshop
4 12 (2.06%) SPSS
5 10 (1.72%) MS Office
6 9 (1.55%) Spreadsheet
7 8 (1.37%) MS Project
8 4 (0.69%) Adobe Illustrator
9 2 (0.34%) Mathematica
10 1 (0.17%) MS Visio
Business Applications
1 17 (2.92%) Adobe Campaign
2 10 (1.72%) Unica
3 5 (0.86%) Dynamics AX
3 5 (0.86%) Oracle Procure-to-Pay
4 3 (0.52%) Dynamics GP
5 2 (0.34%) Dynamics CRM
5 2 (0.34%) Oracle EBS
5 2 (0.34%) Oracle ERP
6 1 (0.17%) Hyperion Planning
6 1 (0.17%) Oracle Applications
6 1 (0.17%) Oracle EBS R12
6 1 (0.17%) Oracle SCM
6 1 (0.17%) Orchard Housing
6 1 (0.17%) Radian6
6 1 (0.17%) SAP CRM
6 1 (0.17%) SAP HR
6 1 (0.17%) SAP MDM
6 1 (0.17%) SAP Oil and Gas
6 1 (0.17%) Unit4 Business World
6 1 (0.17%) WebTrends
Cloud Services
1 29 (4.98%) Amazon AWS
2 24 (4.12%) Microsoft Azure
3 16 (2.75%) Google Analytics
4 11 (1.89%) Adobe Analytics
5 8 (1.37%) SaaS
6 6 (1.03%) Cloud Computing
7 5 (0.86%) Amazon S3
7 5 (0.86%) AWS Lambda
8 4 (0.69%) Amazon EMR
8 4 (0.69%) Amazon Kinesis
9 3 (0.52%) AWS Data Pipeline
9 3 (0.52%) GitHub
9 3 (0.52%) IaaS
9 3 (0.52%) PaaS
10 2 (0.34%) Office 365
11 1 (0.17%) Google Tag Manager
11 1 (0.17%) IBM Cloud
11 1 (0.17%) SuccessFactors
11 1 (0.17%) Taleo
11 1 (0.17%) Yammer
Communications & Networking
1 16 (2.75%) Firewall
1 16 (2.75%) TCP/IP
2 15 (2.58%) VoIP
3 13 (2.23%) SMS
4 12 (2.06%) HTTP
5 11 (1.89%) LAN
5 11 (1.89%) WAN
6 10 (1.72%) VPN
7 8 (1.37%) Internet
8 5 (0.86%) LDAP
9 4 (0.69%) Network Security
10 3 (0.52%) DNS
10 3 (0.52%) DSL
11 2 (0.34%) FCAPS
12 1 (0.17%) BGP
12 1 (0.17%) Kerberos
12 1 (0.17%) SCCP
12 1 (0.17%) SMTP
12 1 (0.17%) Wireless
Database & Business Intelligence
1 188 (32.30%) Big Data
2 114 (19.59%) Hadoop
3 55 (9.45%) Data Warehouse
4 48 (8.25%) SQL Server
5 46 (7.90%) Apache Hive
6 33 (5.67%) NoSQL
7 25 (4.30%) SQL Server Integration Services
8 23 (3.95%) Relational Database
9 19 (3.26%) DB2
9 19 (3.26%) HBase
9 19 (3.26%) Power BI
10 17 (2.92%) MongoDB
10 17 (2.92%) QlikView
11 13 (2.23%) SQL Server Analysis Services
12 12 (2.06%) Data Mining
12 12 (2.06%) SQL Server 2014
12 12 (2.06%) SQL Server Reporting Services
13 11 (1.89%) RDBMS
14 10 (1.72%) BusinessObjects
14 10 (1.72%) SQL Server 2016
Development Applications
1 12 (2.06%) JIRA
2 11 (1.89%) Axure RP
3 10 (1.72%) Jenkins
4 8 (1.37%) Git (software)
5 7 (1.20%) Visual Studio
6 5 (0.86%) Team Foundation Server
7 4 (0.69%) Atlassian Bamboo
8 3 (0.52%) Jasmine
9 2 (0.34%) Subversion
10 1 (0.17%) Artifactory
10 1 (0.17%) Cucumber
10 1 (0.17%) Eclipse
10 1 (0.17%) ERwin
10 1 (0.17%) Gradle
10 1 (0.17%) JProfiler
10 1 (0.17%) JUnit
10 1 (0.17%) NUnit
10 1 (0.17%) Oracle APEX
10 1 (0.17%) Selenium
10 1 (0.17%) SpecFlow
General
1 127 (21.82%) Finance
2 56 (9.62%) Banking
3 53 (9.11%) Marketing
3 53 (9.11%) Retail
4 23 (3.95%) Legal
5 21 (3.61%) Investment Banking
6 13 (2.23%) Telecoms
7 12 (2.06%) Billing
8 11 (1.89%) Front Office
9 10 (1.72%) Financial Institution
10 7 (1.20%) Automotive
10 7 (1.20%) Pharmaceutical
11 5 (0.86%) Games
11 5 (0.86%) Law
11 5 (0.86%) Manufacturing
11 5 (0.86%) Publishing
12 4 (0.69%) Advertising
12 4 (0.69%) Aerospace
12 4 (0.69%) Local Government
13 3 (0.52%) Corporate Banking
Job Titles
1 150 (25.77%) Analyst
2 107 (18.38%) Developer
3 82 (14.09%) Architect
4 73 (12.54%) Data Analyst
5 41 (7.04%) Business Analyst
6 39 (6.70%) Data Architect
7 33 (5.67%) Consultant
7 33 (5.67%) Project Manager
8 30 (5.15%) Solutions Architect
9 22 (3.78%) Data Engineer
10 21 (3.61%) Data Scientist
10 21 (3.61%) Designer
10 21 (3.61%) UX Designer
11 19 (3.26%) Python Developer
12 18 (3.09%) Big Data Architect
12 18 (3.09%) Digital Architect
13 17 (2.92%) Java Developer
14 16 (2.75%) Data Consultant
15 15 (2.58%) Administrator
15 15 (2.58%) C# Developer
Libraries, Frameworks & Software Standards
1 45 (7.73%) HTML
2 36 (6.19%) .NET
3 34 (5.84%) CSS
3 34 (5.84%) HTML5
4 23 (3.95%) AngularJS
5 20 (3.44%) CSS3
6 19 (3.26%) Kafka
7 17 (2.92%) Middleware
8 13 (2.23%) J2EE
9 11 (1.89%) jQuery
9 11 (1.89%) JSON
9 11 (1.89%) REST
10 10 (1.72%) D3.js
10 10 (1.72%) ELK Stack
10 10 (1.72%) XML
11 9 (1.55%) Akka
11 9 (1.55%) Node.js
11 9 (1.55%) React
11 9 (1.55%) RESTful
11 9 (1.55%) Web Services
Miscellaneous
1 89 (15.29%) Analytical Skills
2 77 (13.23%) Visualisation
3 38 (6.53%) Management Information System
4 37 (6.36%) User Experience
5 35 (6.01%) Mathematics
6 21 (3.61%) Mainframe
7 19 (3.26%) Computer Science
7 19 (3.26%) Statistics
8 18 (3.09%) Virtual Team
9 16 (2.75%) Social Media
10 15 (2.58%) Data Integration
11 12 (2.06%) Algorithms
12 11 (1.89%) Data Structures
12 11 (1.89%) Fintech
13 10 (1.72%) Cyber Attack
13 10 (1.72%) Cyberthreat
13 10 (1.72%) Data Centre
14 9 (1.55%) Physics
15 8 (1.37%) Economics
16 7 (1.20%) Psychology
Operating Systems
1 49 (8.42%) Linux
2 33 (5.67%) Windows
3 30 (5.15%) Unix
4 13 (2.23%) Windows Vista
5 5 (0.86%) AIX
5 5 (0.86%) HPUX
5 5 (0.86%) Solaris
6 2 (0.34%) Mesosphere
7 1 (0.17%) Android
7 1 (0.17%) CentOS
7 1 (0.17%) Debian
7 1 (0.17%) Red Hat Enterprise Linux
7 1 (0.17%) Ubuntu
Processes & Methodologies
1 582 (100.00%) Analytics
2 150 (25.77%) Agile Software Development
3 135 (23.20%) Business Intelligence
4 98 (16.84%) Big Data Analytics
5 86 (14.78%) Data Analysis
6 63 (10.82%) Data Modelling
6 63 (10.82%) Project Management
7 56 (9.62%) Stakeholder Management
8 52 (8.93%) ETL
9 37 (6.36%) Business Analysis
10 36 (6.19%) Data Management
11 35 (6.01%) CRM
11 35 (6.01%) Open Source
11 35 (6.01%) Prototyping
12 33 (5.67%) Data Visualisation
12 33 (5.67%) SOA
13 32 (5.50%) SDLC
14 30 (5.15%) Migration
15 29 (4.98%) DevOps
16 25 (4.30%) Scrum
Programming Languages
1 157 (26.98%) SQL
2 104 (17.87%) Python
3 81 (13.92%) Java
4 60 (10.31%) R
5 54 (9.28%) JavaScript
6 32 (5.50%) Scala
7 27 (4.64%) C#
8 24 (4.12%) VBA
9 21 (3.61%) MATLAB
10 18 (3.09%) Shell Script
11 15 (2.58%) T-SQL
12 13 (2.23%) C++
13 12 (2.06%) Perl
14 10 (1.72%) C
15 6 (1.03%) Bash Shell
15 6 (1.03%) PHP
15 6 (1.03%) Ruby
16 5 (0.86%) Go
17 4 (0.69%) PL/SQL
17 4 (0.69%) VB
Qualifications
1 46 (7.90%) Degree
2 43 (7.39%) Security Cleared
3 23 (3.95%) SC Cleared
4 15 (2.58%) DV Cleared
5 10 (1.72%) PhD
6 9 (1.55%) CISSP
6 9 (1.55%) SANS
7 8 (1.37%) SSCP
8 6 (1.03%) CTC Cleared
9 4 (0.69%) ISEB
9 4 (0.69%) MBA
10 3 (0.52%) Oracle Certification
10 3 (0.52%) PMP
10 3 (0.52%) PRINCE2 Practitioner
11 2 (0.34%) BPSS Clearance
11 2 (0.34%) CBAP
11 2 (0.34%) HND
11 2 (0.34%) IIBA
11 2 (0.34%) PMI Certification
11 2 (0.34%) PRINCE2 Certification
Quality Assurance & Compliance
1 24 (4.12%) Data Quality
2 15 (2.58%) QA
3 5 (0.86%) Disclosure Scotland
4 4 (0.69%) Sarbanes-Oxley
5 2 (0.34%) MiFID
6 1 (0.17%) Actionable Recommendations
6 1 (0.17%) GxP
6 1 (0.17%) HL7
6 1 (0.17%) Solvency II
System Software
1 16 (2.75%) HDFS
2 14 (2.41%) Docker
3 4 (0.69%) Apache Flume
4 3 (0.52%) Corosync
4 3 (0.52%) Squid
5 1 (0.17%) Active Directory
5 1 (0.17%) Apache ZooKeeper
5 1 (0.17%) Oracle RAC
5 1 (0.17%) Tivoli Workload Scheduler
Systems Management
1 14 (2.41%) Puppet
2 13 (2.23%) Ansible
3 11 (1.89%) QRadar
4 10 (1.72%) Nessus
4 10 (1.72%) Nexpose
4 10 (1.72%) Nmap
5 9 (1.55%) Hadoop YARN
6 6 (1.03%) Mesos
7 5 (0.86%) Kibana
8 4 (0.69%) Marathon
9 3 (0.52%) Oozie
9 3 (0.52%) Pacemaker
10 2 (0.34%) HP Quality Center
10 2 (0.34%) Kubernetes
10 2 (0.34%) Opscode Chef
10 2 (0.34%) Tivoli
11 1 (0.17%) Netcool
11 1 (0.17%) Oracle RMAN
11 1 (0.17%) Oracle Statspack
11 1 (0.17%) Tivoli Storage Manager
Vendors
1 60 (10.31%) Oracle
2 49 (8.42%) Microsoft
3 44 (7.56%) Tableau
4 26 (4.47%) Adobe
5 25 (4.30%) Splunk
6 22 (3.78%) SAP
7 17 (2.92%) Teradata
8 16 (2.75%) Intel
8 16 (2.75%) Intel Security
9 15 (2.58%) ArcSight
10 12 (2.06%) IBM
11 11 (1.89%) NetWitness
12 10 (1.72%) Apple
12 10 (1.72%) ClickTale
12 10 (1.72%) Cloudera
12 10 (1.72%) Qualys
13 8 (1.37%) Hortonworks
13 8 (1.37%) Informatica
13 8 (1.37%) Omniture
14 7 (1.20%) Google
City, London
Talent International
Rate: £875 - £975 per day
Posted: 4 days ago
London
Pioneer Search
Rate: £700 - £800 per day
Posted: 3 days ago
London
TEKsystems
Rate: £1 per day + Market Rate
Posted: 4 days ago
London
Canary Wharf and City
Rate: Up to £500 per day
Posted: 5 days ago
London
Oliver Bernard
Rate: £450 - £465 per day
Posted: 4 days ago
Corsham, Wiltshire
Sogeti
Posted: 3 days ago
Welwyn Garden City
ECS
Rate: Rate
Posted: 8 days ago
London
OHO Group Ltd.
Rate: £400 - £450 per day
Posted: 18 days ago