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 6 December 2016 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
6 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 339 340 460
Rank change year-on-year
+1 +120
Contract jobs citing Data Analytics 288 296 168
As % of all contract IT jobs located in England 0.61% 0.59% 0.33%
As % of the Processes & Methodologies category 0.74% 0.73% 0.42%
Number of daily rates quoted 188 220 120
Median daily rate £450 £494 £435
Median daily rate % change year-on-year
-8.86% +13.50%
90% offered a daily rate of more than £300 £300 £300
10% offered a daily rate of more than £650 £650 £575
UK excluding London median daily rate £425 £400 £425
% change year-on-year
+6.25% -5.88%
Number of hourly rates quoted 4 3 1
Median hourly rate £27.50 £25.50 £37.50
Median hourly rate % change year-on-year
+7.84% -32.00%
UK excluding London median hourly rate £27.50 £25.50 £37.50
% change year-on-year
+7.84% -32.00%
Data Analytics
UK

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
39017 40753 39816
As % of all contract IT jobs located in England 82.86% 81.41% 77.13%
Number of daily rates quoted 26180 26815 26337
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 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1017 1222 1137
Median hourly rate £29.00 £30.90 £24.00
Median hourly rate % change year-on-year
-6.14% +28.75%
90% offered a hourly rate of more than £12.50 £12.50 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 2016.

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 6 December 2016.

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 6 December 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +2 177 £475 -5.00% 82
South East -8 26 £425 -18.26% 11
East of England +24 24 £446 -2.62% 6
North West -10 21 £425 -5.55% 18
West Midlands -22 14 £369 -10.60% 1
Yorkshire +7 10 £413 +37.50% 5
East Midlands +3 8 £425 -9.33% 5
South West -4 3 - - 10
North East -46 2 £450 +56.52% 1
Midlands +4 1 £650 +44.44%
Data Analytics
UK

Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 6 December 2016, 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.

1 587 (100.00%) Analytics
2 187 (31.86%) SQL
3 180 (30.66%) Big Data
4 157 (26.75%) Agile Software Development
5 146 (24.87%) Business Intelligence
6 145 (24.70%) Finance
7 122 (20.78%) Hadoop
8 104 (17.72%) Data Analysis
9 100 (17.04%) Big Data Analytics
10 96 (16.35%) Analytical Skills
11 91 (15.50%) Apache Spark
12 84 (14.31%) Python
13 83 (14.14%) Java
14 73 (12.44%) Visualisation
15 72 (12.27%) Data Warehouse
16 66 (11.24%) Banking
17 63 (10.73%) Stakeholder Management
17 63 (10.73%) Oracle
18 62 (10.56%) ETL
18 62 (10.56%) Retail
18 62 (10.56%) Marketing
19 61 (10.39%) Data Modelling
20 56 (9.54%) Project Management
20 56 (9.54%) R
21 55 (9.37%) Linux
22 53 (9.03%) Microsoft
23 51 (8.69%) SQL Server
24 49 (8.35%) Scala
25 47 (8.01%) HTML
26 46 (7.84%) JavaScript

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 91 (15.50%) Apache Spark
2 41 (6.98%) SAS
3 26 (4.43%) Apache
4 16 (2.73%) Elasticsearch
5 14 (2.39%) Adobe Experience Manager
6 13 (2.21%) SharePoint
7 10 (1.70%) Apache Pig
8 6 (1.02%) Apache Solr
9 4 (0.68%) Confluence
10 2 (0.34%) MS Exchange
11 1 (0.17%) BizTalk Server
11 1 (0.17%) CMS
11 1 (0.17%) EPiServer CMS
11 1 (0.17%) Mule
11 1 (0.17%) nginx
11 1 (0.17%) Skype for Business
11 1 (0.17%) Tomcat
11 1 (0.17%) WebSphere
11 1 (0.17%) WebSphere Application Server
11 1 (0.17%) WebSphere Process Server
Applications
1 42 (7.16%) MS Excel
2 24 (4.09%) MS PowerPoint
3 13 (2.21%) MS Office
4 9 (1.53%) Photoshop
5 8 (1.36%) SPSS
6 7 (1.19%) Spreadsheet
7 5 (0.85%) MS Project
8 4 (0.68%) Adobe Illustrator
9 2 (0.34%) Mathematica
10 1 (0.17%) MS Visio
Business Applications
1 19 (3.24%) Adobe Campaign
2 10 (1.70%) Unica
3 4 (0.68%) WebTrends
4 3 (0.51%) Dynamics GP
4 3 (0.51%) Relativity
5 2 (0.34%) Cognos Business Intelligence
5 2 (0.34%) Oracle EBS
5 2 (0.34%) Oracle ERP
6 1 (0.17%) Bloomberg TOMS
6 1 (0.17%) Dynamics CRM
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 Oil and Gas
6 1 (0.17%) Sprinklr
Cloud Services
1 33 (5.62%) Amazon AWS
2 28 (4.77%) Microsoft Azure
3 17 (2.90%) Google Analytics
4 9 (1.53%) Adobe Analytics
5 6 (1.02%) SaaS
6 3 (0.51%) GitHub
6 3 (0.51%) Office 365
7 2 (0.34%) Amazon S3
7 2 (0.34%) AWS Lambda
8 1 (0.17%) Amazon EMR
8 1 (0.17%) Amazon Kinesis
8 1 (0.17%) Cloud Computing
8 1 (0.17%) Google Cloud Platform
8 1 (0.17%) Google Tag Manager
8 1 (0.17%) IaaS
8 1 (0.17%) PaaS
8 1 (0.17%) Socialbakers
8 1 (0.17%) SuccessFactors
8 1 (0.17%) Taleo
8 1 (0.17%) Yammer
Communications & Networking
1 17 (2.90%) Firewall
1 17 (2.90%) TCP/IP
2 16 (2.73%) VoIP
3 15 (2.56%) SMS
4 12 (2.04%) LDAP
5 11 (1.87%) HTTP
5 11 (1.87%) LAN
5 11 (1.87%) WAN
6 10 (1.70%) DSL
6 10 (1.70%) VPN
7 9 (1.53%) DNS
8 7 (1.19%) FCAPS
9 5 (0.85%) Internet
10 1 (0.17%) Kerberos
10 1 (0.17%) Network Security
10 1 (0.17%) SCCP
10 1 (0.17%) SMTP
10 1 (0.17%) Wireless
Database & Business Intelligence
1 180 (30.66%) Big Data
2 122 (20.78%) Hadoop
3 72 (12.27%) Data Warehouse
4 51 (8.69%) SQL Server
5 42 (7.16%) Apache Hive
6 29 (4.94%) HBase
7 25 (4.26%) Relational Database
8 23 (3.92%) NoSQL
9 22 (3.75%) DB2
10 21 (3.58%) SQL Server Integration Services
11 18 (3.07%) QlikView
12 16 (2.73%) Data Mining
12 16 (2.73%) Power BI
13 14 (2.39%) Apache Cassandra
14 13 (2.21%) BusinessObjects
15 11 (1.87%) MongoDB
15 11 (1.87%) Sqoop
16 10 (1.70%) CouchDB
16 10 (1.70%) Enterprise Data Warehouse
16 10 (1.70%) Redis
Development Applications
1 16 (2.73%) Jenkins
2 10 (1.70%) Git (software)
3 9 (1.53%) JIRA
4 5 (0.85%) Atlassian Bamboo
4 5 (0.85%) Axure RP
4 5 (0.85%) Selenium
4 5 (0.85%) Visual Studio
5 4 (0.68%) Gradle
6 3 (0.51%) Cucumber
6 3 (0.51%) Jasmine
6 3 (0.51%) Maven
6 3 (0.51%) Subversion
6 3 (0.51%) Team Foundation Server
7 2 (0.34%) Hudson
7 2 (0.34%) JUnit
7 2 (0.34%) Talend Open Studio
8 1 (0.17%) Artifactory
8 1 (0.17%) JProfiler
8 1 (0.17%) JSUnit
8 1 (0.17%) SoapUI
General
1 145 (24.70%) Finance
2 66 (11.24%) Banking
3 62 (10.56%) Marketing
3 62 (10.56%) Retail
4 23 (3.92%) Legal
5 19 (3.24%) Investment Banking
6 12 (2.04%) Telecoms
7 9 (1.53%) Financial Institution
7 9 (1.53%) Front Office
8 8 (1.36%) Automotive
9 7 (1.19%) Billing
10 6 (1.02%) Advertising
10 6 (1.02%) Publishing
11 5 (0.85%) Games
11 5 (0.85%) Law
11 5 (0.85%) Manufacturing
12 4 (0.68%) Aerospace
12 4 (0.68%) Corporate Banking
12 4 (0.68%) Local Government
13 3 (0.51%) Retail Banking
Job Titles
1 151 (25.72%) Analyst
2 113 (19.25%) Developer
3 82 (13.97%) Architect
4 65 (11.07%) Data Analyst
5 43 (7.33%) Business Analyst
6 36 (6.13%) Project Manager
6 36 (6.13%) Solutions Architect
7 32 (5.45%) Data Architect
8 29 (4.94%) Consultant
9 24 (4.09%) Analytics Manager
10 21 (3.58%) Data Consultant
11 20 (3.41%) Data Analytics Manager
11 20 (3.41%) Data Engineer
12 18 (3.07%) Big Data Developer
12 18 (3.07%) Data Business Analyst
12 18 (3.07%) Scala Developer
13 17 (2.90%) Data Scientist
13 17 (2.90%) Digital Architect
14 16 (2.73%) Java Developer
15 15 (2.56%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 47 (8.01%) HTML
2 37 (6.30%) .NET
2 37 (6.30%) CSS
3 33 (5.62%) HTML5
4 29 (4.94%) AngularJS
5 25 (4.26%) Kafka
6 18 (3.07%) Akka
7 15 (2.56%) J2EE
8 14 (2.39%) CSS3
8 14 (2.39%) jQuery
9 13 (2.21%) REST
10 11 (1.87%) ELK Stack
10 11 (1.87%) GraphX
10 11 (1.87%) JSON
10 11 (1.87%) Middleware
10 11 (1.87%) Node.js
11 10 (1.70%) D3.js
11 10 (1.70%) Web Services
11 10 (1.70%) XML
12 9 (1.53%) Apache Avro
Miscellaneous
1 96 (16.35%) Analytical Skills
2 73 (12.44%) Visualisation
3 38 (6.47%) User Experience
4 29 (4.94%) Mathematics
5 24 (4.09%) Mainframe
5 24 (4.09%) Management Information System
6 19 (3.24%) Virtual Team
7 18 (3.07%) Computer Science
8 16 (2.73%) Social Media
9 13 (2.21%) Statistics
10 10 (1.70%) Cyber Attack
10 10 (1.70%) Data Structures
10 10 (1.70%) Fintech
11 9 (1.53%) Algorithms
12 8 (1.36%) Data Integration
12 8 (1.36%) Economics
12 8 (1.36%) Fixed Income
13 7 (1.19%) Credit Risk
13 7 (1.19%) Cyberthreat
13 7 (1.19%) Physics
Operating Systems
1 55 (9.37%) Linux
2 35 (5.96%) Windows
3 33 (5.62%) Unix
4 15 (2.56%) Windows Vista
5 8 (1.36%) Mesosphere
6 6 (1.02%) AIX
7 5 (0.85%) HPUX
7 5 (0.85%) Solaris
8 3 (0.51%) Android
9 2 (0.34%) Apple iOS
9 2 (0.34%) CentOS
9 2 (0.34%) Red Hat Enterprise Linux
10 1 (0.17%) Debian
10 1 (0.17%) Ubuntu
Processes & Methodologies
1 587 (100.00%) Analytics
2 157 (26.75%) Agile Software Development
3 146 (24.87%) Business Intelligence
4 104 (17.72%) Data Analysis
5 100 (17.04%) Big Data Analytics
6 63 (10.73%) Stakeholder Management
7 62 (10.56%) ETL
8 61 (10.39%) Data Modelling
9 56 (9.54%) Project Management
10 44 (7.50%) Open Source
11 39 (6.64%) Business Analysis
12 38 (6.47%) CRM
13 36 (6.13%) SDLC
14 34 (5.79%) Data Visualisation
15 30 (5.11%) Continuous Integration
15 30 (5.11%) Enterprise Architecture
16 29 (4.94%) Data Management
16 29 (4.94%) Prototyping
16 29 (4.94%) Scrum
17 28 (4.77%) Migration
Programming Languages
1 187 (31.86%) SQL
2 84 (14.31%) Python
3 83 (14.14%) Java
4 56 (9.54%) R
5 49 (8.35%) Scala
6 46 (7.84%) JavaScript
7 33 (5.62%) C#
8 21 (3.58%) MATLAB
9 20 (3.41%) VBA
10 17 (2.90%) C++
11 16 (2.73%) Shell Script
12 14 (2.39%) T-SQL
13 9 (1.53%) C
13 9 (1.53%) Perl
14 8 (1.36%) TypeScript
15 7 (1.19%) Go
15 7 (1.19%) PHP
16 6 (1.02%) Bash Shell
16 6 (1.02%) Ruby
17 5 (0.85%) PL/SQL
Qualifications
1 46 (7.84%) Degree
2 35 (5.96%) Security Cleared
3 17 (2.90%) SC Cleared
4 12 (2.04%) DV Cleared
5 9 (1.53%) CISSP
5 9 (1.53%) PhD
5 9 (1.53%) SANS
6 8 (1.36%) SSCP
7 7 (1.19%) ISTQB
8 5 (0.85%) ISEB
8 5 (0.85%) MBA
9 4 (0.68%) CTC Cleared
10 3 (0.51%) PMP
10 3 (0.51%) PRINCE2 Practitioner
11 2 (0.34%) BPSS Clearance
11 2 (0.34%) PMI Certification
12 1 (0.17%) CBAP
12 1 (0.17%) IIBA
12 1 (0.17%) ISTQB Foundation Certification
12 1 (0.17%) Microsoft Certified Master
Quality Assurance & Compliance
1 24 (4.09%) Data Quality
2 23 (3.92%) QA
3 8 (1.36%) Disclosure Scotland
4 5 (0.85%) Solvency II
5 4 (0.68%) Sarbanes-Oxley
6 1 (0.17%) Actionable Recommendations
6 1 (0.17%) GxP
6 1 (0.17%) HL7
6 1 (0.17%) MiFID
6 1 (0.17%) PCI DSS
System Software
1 20 (3.41%) Docker
2 14 (2.39%) HDFS
3 5 (0.85%) Apache Flume
4 1 (0.17%) Active Directory
4 1 (0.17%) Apache ZooKeeper
4 1 (0.17%) Corosync
4 1 (0.17%) Oracle RAC
4 1 (0.17%) Squid
4 1 (0.17%) Tivoli Workload Scheduler
Systems Management
1 18 (3.07%) Ansible
2 12 (2.04%) Puppet
3 11 (1.87%) QRadar
4 10 (1.70%) Nessus
4 10 (1.70%) Nexpose
4 10 (1.70%) Nmap
5 9 (1.53%) Hadoop YARN
6 8 (1.36%) Kubernetes
7 7 (1.19%) Oozie
8 6 (1.02%) Mesos
9 4 (0.68%) Marathon
9 4 (0.68%) Opscode Chef
10 3 (0.51%) Control-M
11 2 (0.34%) Graphite
11 2 (0.34%) HP Quality Center
11 2 (0.34%) SCOM
11 2 (0.34%) Tivoli
12 1 (0.17%) Data Guard
12 1 (0.17%) Oracle Statspack
12 1 (0.17%) ZABBIX
Vendors
1 63 (10.73%) Oracle
2 53 (9.03%) Microsoft
3 40 (6.81%) Tableau
4 32 (5.45%) Adobe
5 25 (4.26%) Teradata
6 22 (3.75%) Splunk
7 18 (3.07%) SAP
8 16 (2.73%) ArcSight
8 16 (2.73%) Intel Security
9 15 (2.56%) IBM
9 15 (2.56%) Intel
10 13 (2.21%) Google
11 11 (1.87%) NetWitness
12 10 (1.70%) Apple
12 10 (1.70%) Cognos
12 10 (1.70%) Qualys
13 8 (1.36%) Hortonworks
13 8 (1.36%) Omniture
14 7 (1.19%) Cloudera
14 7 (1.19%) Informatica
Leeds, West Yorkshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 1 hour ago
Hampshire
The Bridge Ltd
Rate: Up to £500 per day
Posted: 2 hours ago
Nottingham, Nottinghamshire
The Bridge Ltd
Rate: Up to £500 per day
Posted: 2 hours ago
Manchester, Lancashire
Austin Fraser
Rate: £0.00 per month
Posted: 4 hours ago
London
Computer People
Rate: £270 - £350 per day
Posted: Yesterday
London
Durlston Partners
Rate: From £600 to £700 per annum
Posted: Yesterday
London
Parallel Consulting
Rate: (£) Market Rate
Posted: 4 days ago
London
Hays Finance Technology
Rate: £250.00 - £350.00 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £140000 - £180000 per annum
Posted: 5 days ago
London
Lorien Resourcing
Rate: £250 - £325 per day
Posted: 4 days ago
City, London
Harvey Nash plc
Rate: £175000 - £200000 per annum + Bonus and Benefits Package
Posted: 6 days ago
London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 5 days ago
Central London / West End
Russell King Associates
Rate: From £300 to £300 per day
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Croydon, Surrey
Lorien Resourcing
Posted: 6 days ago
Berkshire
People Source Consulting
Rate: £400 - £450 per day
Posted: 18 days ago