The table below looks at the statistics for Analytics skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Analytics over the 3 months to 8 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
8 Dec 2016
Same period 2015 Same period 2014
Analytics
Rank 67 61 88
Rank change year-on-year
-6 +27
Contract jobs citing Analytics 81 107 55
As % of all contract IT jobs located in the North West 2.55% 2.58% 1.69%
As % of the Processes & Methodologies category 3.03% 3.24% 2.18%
Number of daily rates quoted 46 58 33
Median daily rate £438 £510 £310
Median daily rate % change year-on-year
-14.21% +64.51%
90% offered a daily rate of more than £300 £250 £253
10% offered a daily rate of more than £525 £900 £500
UK excluding London median daily rate £425 £430 £400
% change year-on-year
-1.16% +7.50%
Number of hourly rates quoted 1 0 3
Median hourly rate £17.50 - £82.00
UK excluding London median hourly rate £20.00 £23.50 £35.75
% change year-on-year
-14.89% -34.26%
Analytics
England

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

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2669 3305 2519
As % of all contract IT jobs located in the North West 83.90% 79.56% 77.29%
Number of daily rates quoted 1781 2013 1494
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 60 128 106
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.54 £12.35 £13.50
10% offered a hourly rate of more than £45.40 £47.71 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Analytics
Jobs Demand Trend in the North West

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

Analytics Jobs Demand Trend in the North West

Analytics
Daily Rate Trend in the North West

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

Analytics Daily Rate Trend in the North West

Analytics
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Analytics across the North West region over the 3 months to 8 December 2016.

Analytics Daily Rate Histogram in the North West

Analytics
Hourly Rate Trend in the North West

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

Analytics Hourly Rate Trend in the North West

Analytics
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the North West region over the 3 months to 8 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
Manchester 0 42 £419 +15.12% 34
Cheshire +10 17 £450 -18.18% 9
Merseyside -3 4 £350 +154.54% 3
Cumbria - 2 - -
Lancashire -25 1 £375 -33.03% 6
Analytics
England

Analytics
Top 30 Related IT Skills in the North West

For the 6 months to 8 December 2016, IT contractor jobs citing 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 North West region with a requirement for Analytics.

1 53 (34.42%) Business Intelligence
2 44 (28.57%) Finance
3 36 (23.38%) Agile Software Development
4 32 (20.78%) ETL
5 31 (20.13%) SQL
5 31 (20.13%) Big Data
6 30 (19.48%) Amazon AWS
7 28 (18.18%) Data Analytics
8 27 (17.53%) Oracle
8 27 (17.53%) Marketing
9 24 (15.58%) SAS
10 23 (14.94%) Google
10 23 (14.94%) Google Analytics
11 21 (13.64%) Data Warehouse
12 20 (12.99%) Data Modelling
12 20 (12.99%) Linux
12 20 (12.99%) Amazon Redshift
13 18 (11.69%) Analytical Skills
13 18 (11.69%) SQL Server
13 18 (11.69%) Web Analytics
14 17 (11.04%) Project Management
14 17 (11.04%) SAP
14 17 (11.04%) Splunk
15 16 (10.39%) Talend
15 16 (10.39%) Oracle BI EE
15 16 (10.39%) Talend Open Studio
15 16 (10.39%) Windows
15 16 (10.39%) Hyperion
16 15 (9.74%) Microsoft
16 15 (9.74%) Jenkins

Analytics
Top Related IT Skills in the North West 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 24 (15.58%) SAS
2 7 (4.55%) Drupal
2 7 (4.55%) Elasticsearch
3 6 (3.90%) CMS
4 5 (3.25%) SharePoint
5 3 (1.95%) Apache Pig
5 3 (1.95%) Apache Spark
6 2 (1.30%) Confluence
6 2 (1.30%) WordPress
7 1 (0.65%) Apache
7 1 (0.65%) Kentico
7 1 (0.65%) Umbraco
Applications
1 8 (5.19%) MS Excel
2 7 (4.55%) MS Office
3 4 (2.60%) InfoPath
3 4 (2.60%) MS PowerPoint
4 2 (1.30%) Simulink
5 1 (0.65%) Adobe Creative Suite
5 1 (0.65%) Photoshop
5 1 (0.65%) SPSS
Business Applications
1 5 (3.25%) Oracle Applications
2 2 (1.30%) Unica
3 1 (0.65%) Oracle ERP
3 1 (0.65%) Oracle Retail
3 1 (0.65%) SAP BPC
3 1 (0.65%) WebTrends
Cloud Services
1 30 (19.48%) Amazon AWS
2 23 (14.94%) Google Analytics
3 8 (5.19%) Amazon Kinesis
3 8 (5.19%) GitHub
4 6 (3.90%) Microsoft Azure
5 4 (2.60%) Amazon EMR
5 4 (2.60%) Amazon S3
6 3 (1.95%) AWS Lambda
6 3 (1.95%) Azure Active Directory
6 3 (1.95%) Google Cloud Platform
6 3 (1.95%) Office 365
7 2 (1.30%) Amazon EC2
7 2 (1.30%) SmartFocus
8 1 (0.65%) Adobe Analytics
8 1 (0.65%) Adobe Creative Cloud
8 1 (0.65%) AdWords
8 1 (0.65%) Amazon ELB
8 1 (0.65%) Amazon SQS
8 1 (0.65%) Cloud Computing
8 1 (0.65%) Slack
Communications & Networking
1 10 (6.49%) VoIP
2 9 (5.84%) Firewall
2 9 (5.84%) LAN
2 9 (5.84%) TCP/IP
2 9 (5.84%) VPN
2 9 (5.84%) WAN
3 6 (3.90%) Internet
4 4 (2.60%) Extranet
4 4 (2.60%) Intranet
5 2 (1.30%) iSCSI
6 1 (0.65%) HTTP
6 1 (0.65%) Network Security
6 1 (0.65%) SCCP
Database & Business Intelligence
1 31 (20.13%) Big Data
2 21 (13.64%) Data Warehouse
3 20 (12.99%) Amazon Redshift
4 18 (11.69%) SQL Server
5 16 (10.39%) Oracle BI EE
6 13 (8.44%) OLAP
7 12 (7.79%) BusinessObjects
7 12 (7.79%) Hadoop
7 12 (7.79%) Relational Database
8 11 (7.14%) Essbase
9 10 (6.49%) Data Mart
9 10 (6.49%) Oracle OLAP
9 10 (6.49%) SQL Server Reporting Services
10 9 (5.84%) SAP BW
10 9 (5.84%) SQL Server Integration Services
10 9 (5.84%) Star Schema
11 8 (5.19%) Amazon QuickSight
11 8 (5.19%) SAP Data Services
11 8 (5.19%) SAP HANA
11 8 (5.19%) SQL Server Analysis Services
Development Applications
1 16 (10.39%) Talend Open Studio
2 15 (9.74%) Jenkins
3 8 (5.19%) ERwin
3 8 (5.19%) Git (software)
4 7 (4.55%) Bitbucket
4 7 (4.55%) Cucumber
4 7 (4.55%) JMeter
5 4 (2.60%) Visual Studio
5 4 (2.60%) Visual Studio Tools for Office
6 3 (1.95%) JIRA
6 3 (1.95%) SQL Server Management Studio (SSMS)
General
1 44 (28.57%) Finance
2 27 (17.53%) Marketing
3 10 (6.49%) Manufacturing
3 10 (6.49%) Retail
4 8 (5.19%) Aerospace
5 7 (4.55%) Banking
6 6 (3.90%) Pharmaceutical
7 3 (1.95%) Billing
7 3 (1.95%) Telecoms
8 2 (1.30%) Brand Awareness
9 1 (0.65%) Advertising
9 1 (0.65%) Back Office
Job Titles
1 35 (22.73%) Developer
2 31 (20.13%) Analyst
3 18 (11.69%) Consultant
4 12 (7.79%) Architect
4 12 (7.79%) Business Analyst
4 12 (7.79%) Project Manager
5 10 (6.49%) OBIEE Developer
6 9 (5.84%) Business Intelligence Manager
6 9 (5.84%) Business Intelligence Project Manager
7 8 (5.19%) Data Engineer
8 7 (4.55%) Analytics Consultant
8 7 (4.55%) Big Data Engineer
8 7 (4.55%) Data Architect
8 7 (4.55%) Hyperion Developer
8 7 (4.55%) SAP Consultant
8 7 (4.55%) SAP HANA Consultant
9 6 (3.90%) Business Intelligence Developer
9 6 (3.90%) Database Developer
10 5 (3.25%) Oracle Project Manager
10 5 (3.25%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (9.74%) ELK Stack
2 11 (7.14%) MDX
3 7 (4.55%) .NET
3 7 (4.55%) HTML
3 7 (4.55%) XML
4 5 (3.25%) ASP.NET
4 5 (3.25%) CSS
4 5 (3.25%) Web Services
5 4 (2.60%) jQuery
5 4 (2.60%) Middleware
5 4 (2.60%) WF
6 2 (1.30%) JSON
6 2 (1.30%) Oracle Fusion
6 2 (1.30%) XSLT
7 1 (0.65%) Akka
7 1 (0.65%) ASP.NET MVC
7 1 (0.65%) Entity Framework
7 1 (0.65%) HTML5
7 1 (0.65%) REST
7 1 (0.65%) RESTful
Miscellaneous
1 18 (11.69%) Analytical Skills
2 14 (9.09%) Credit Risk
3 13 (8.44%) User Experience
4 12 (7.79%) Visualisation
5 8 (5.19%) Cyber Attack
6 7 (4.55%) Social Media
7 5 (3.25%) Algorithms
7 5 (3.25%) Data Centre
7 5 (3.25%) FMCG
7 5 (3.25%) Mathematics
7 5 (3.25%) Statistics
8 4 (2.60%) Data Extraction
9 3 (1.95%) Data Integration
9 3 (1.95%) Digital Media
9 3 (1.95%) Mainframe
9 3 (1.95%) Management Information System
9 3 (1.95%) NHS
9 3 (1.95%) Taxonomies
10 2 (1.30%) Computer Science
10 2 (1.30%) Copywriting
Operating Systems
1 20 (12.99%) Linux
2 16 (10.39%) Windows
3 13 (8.44%) Unix
4 5 (3.25%) CentOS
5 4 (2.60%) Debian
5 4 (2.60%) Ubuntu
6 1 (0.65%) Windows Server
Processes & Methodologies
1 53 (34.42%) Business Intelligence
2 36 (23.38%) Agile Software Development
3 32 (20.78%) ETL
4 28 (18.18%) Data Analytics
5 20 (12.99%) Data Modelling
6 18 (11.69%) Web Analytics
7 17 (11.04%) Project Management
8 14 (9.09%) Scrum
9 13 (8.44%) Data Analysis
9 13 (8.44%) Migration
10 12 (7.79%) E-Commerce
10 12 (7.79%) Mentoring
10 12 (7.79%) Performance Monitoring
10 12 (7.79%) Performance Tuning
11 11 (7.14%) Performance Management
11 11 (7.14%) Stakeholder Management
12 10 (6.49%) Continuous Integration
12 10 (6.49%) ERP
12 10 (6.49%) SEO
12 10 (6.49%) Workflow
Programming Languages
1 31 (20.13%) SQL
2 11 (7.14%) Python
3 9 (5.84%) Scala
4 7 (4.55%) Perl
5 5 (3.25%) C#
5 5 (3.25%) JavaScript
5 5 (3.25%) PHP
6 4 (2.60%) Java
6 4 (2.60%) R
7 3 (1.95%) C
8 2 (1.30%) Bash Shell
8 2 (1.30%) MATLAB
8 2 (1.30%) T-SQL
9 1 (0.65%) PL/SQL
9 1 (0.65%) VB
9 1 (0.65%) VBA
Qualifications
1 14 (9.09%) Security Cleared
2 13 (8.44%) Degree
2 13 (8.44%) SC Cleared
3 7 (4.55%) CISSP
3 7 (4.55%) SANS
4 6 (3.90%) SSCP
5 5 (3.25%) BC Cleared
6 4 (2.60%) BPSS Clearance
6 4 (2.60%) DV Cleared
7 3 (1.95%) ISEB
7 3 (1.95%) PhD
8 1 (0.65%) ACCA
8 1 (0.65%) AWS Certification
8 1 (0.65%) CIMA
8 1 (0.65%) ISTQB
8 1 (0.65%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 3 (1.95%) QA
2 1 (0.65%) Data Quality
System Software
1 8 (5.19%) Docker
2 3 (1.95%) Active Directory
3 2 (1.30%) BitLocker
4 1 (0.65%) Virtual Machines
Systems Management
1 13 (8.44%) Puppet
2 9 (5.84%) QRadar
3 8 (5.19%) Nessus
3 8 (5.19%) Nexpose
3 8 (5.19%) Nmap
3 8 (5.19%) Opscode Chef
4 7 (4.55%) Ansible
4 7 (4.55%) Kibana
4 7 (4.55%) logstash
5 2 (1.30%) HP Quality Center
5 2 (1.30%) SCCM
5 2 (1.30%) SCOM
6 1 (0.65%) Kubernetes
6 1 (0.65%) Netcool
Vendors
1 27 (17.53%) Oracle
2 23 (14.94%) Google
3 17 (11.04%) SAP
3 17 (11.04%) Splunk
4 16 (10.39%) Hyperion
4 16 (10.39%) Talend
5 15 (9.74%) Microsoft
6 9 (5.84%) ArcSight
6 9 (5.84%) Intel
6 9 (5.84%) Intel Security
6 9 (5.84%) NetWitness
7 8 (5.19%) Apple
7 8 (5.19%) MapR
7 8 (5.19%) Qualys
7 8 (5.19%) Tableau
8 6 (3.90%) Teradata
9 5 (3.25%) Informatica
10 4 (2.60%) Ab Initio
10 4 (2.60%) Adobe
10 4 (2.60%) Nintex
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