Period
to 26 April 2018

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 26 April 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
England > Yorkshire
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 74 76 81
Rank change year-on-year +2 +5 +70
Contract jobs citing Analytics 152 118 143
As % of all contract IT jobs advertised in Yorkshire 3.12% 2.73% 2.47%
As % of the Processes & Methodologies category 3.63% 3.24% 2.95%
Number of daily rates quoted 119 71 108
Yorkshire median daily rate £465 £425 £453
Median daily rate % change year-on-year +9.41% -6.08% +20.67%
10th Percentile £263 £275 £313
90th Percentile £613 £700 £591
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £26.78 £22.50 £22.31
% change year-on-year +19.00% +0.86% +11.54%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,185 3,641 4,841
As % of all contract IT jobs advertised in Yorkshire 86.02% 84.38% 83.73%
Number of daily rates quoted 2,735 2,364 3,249
Yorkshire median daily rate £400 £400 £400
10th Percentile £268 £263 £270
90th Percentile £538 £557 £575
England median daily rate £463 £450 £425
% change year-on-year +2.83% +5.88% +4.29%
Number of hourly rates quoted 134 88 140
Yorkshire median hourly rate £20.63 £13.50 £15.26
Median hourly rate % change year-on-year +52.83% -11.50% -7.55%
10th Percentile £10.50 £8.65 £10.20
90th Percentile £43.53 £35.52 £38.75
England median hourly rate £22.50 £25.50 £23.00
% change year-on-year -11.76% +10.87% +9.79%

Analytics
Job Vacancy Trend in Yorkshire

Job postings citing Analytics as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Analytics in Yorkshire

Analytics
Contractor Daily Rate Trend in Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Yorkshire.

Contractor daily rate trend for Analytics in Yorkshire

Analytics
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 26 April 2018.

Contractor daily rate histogram for Analytics in Yorkshire

Analytics
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Analytics in Yorkshire

Analytics
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the Yorkshire region over the 6 months to 26 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -28 96 £440 +2.33% 49
South Yorkshire +39 47 £494 +16.24% 13
North Yorkshire - 8 £205 - 7
Analytics
England

For the 6 months to 26 April 2018, IT contractor jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Yorkshire region with a requirement for Analytics.

1 66 (43.42%) Agile Software Development
2 36 (23.68%) Analytical Skills
3 35 (23.03%) Data Analytics
4 34 (22.37%) SQL
5 32 (21.05%) Degree
5 32 (21.05%) Problem-Solving
6 26 (17.11%) Continuous Improvement
6 26 (17.11%) Finance
7 25 (16.45%) Psychology
8 22 (14.47%) Business Intelligence
9 21 (13.82%) Data Warehouse
10 20 (13.16%) Microsoft
10 20 (13.16%) User Experience
11 19 (12.50%) Python
12 18 (11.84%) Mentoring
12 18 (11.84%) Market Research
13 17 (11.18%) ITIL
13 17 (11.18%) Usability Testing
14 15 (9.87%) Blog
14 15 (9.87%) Data Analysis
14 15 (9.87%) Decision-Making
15 14 (9.21%) Visualisation
15 14 (9.21%) Tableau
15 14 (9.21%) Banking
15 14 (9.21%) Web Analytics
15 14 (9.21%) Google
15 14 (9.21%) Java
16 13 (8.55%) JavaScript
16 13 (8.55%) Microsoft Excel
16 13 (8.55%) Big Data

Analytics
Co-occurring IT Skills in Yorkshire 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 11 (7.24%) SAS
2 5 (3.29%) Apache Spark
2 5 (3.29%) Jupyter
3 4 (2.63%) Apache Pig
4 3 (1.97%) SharePoint
4 3 (1.97%) SharePoint 2013
5 1 (0.66%) Cloud Foundry
5 1 (0.66%) CMS
5 1 (0.66%) NetWeaver
5 1 (0.66%) Sitecore CMS
5 1 (0.66%) WordPress
Applications
1 13 (8.55%) Microsoft Excel
2 4 (2.63%) Microsoft Office
3 3 (1.97%) Spreadsheet
4 1 (0.66%) Adobe Creative Suite
4 1 (0.66%) InVision
4 1 (0.66%) Photoshop
4 1 (0.66%) SPSS
Business Applications
1 4 (2.63%) Dynamics AX
1 4 (2.63%) Dynamics CRM
2 1 (0.66%) Cognos Business Intelligence
2 1 (0.66%) Cognos TM1
2 1 (0.66%) SAP MDM
2 1 (0.66%) SAP R/3
2 1 (0.66%) SAP S/4HANA
Cloud Services
1 12 (7.89%) Google Analytics
2 6 (3.95%) Amazon AWS
3 3 (1.97%) Google Tag Manager
4 2 (1.32%) Microsoft Azure
5 1 (0.66%) Adobe Analytics
5 1 (0.66%) Amazon S3
5 1 (0.66%) Azure Data Factory
5 1 (0.66%) Data Lake Analytics
5 1 (0.66%) Slack
Communications & Networking
1 6 (3.95%) NetScaler
2 5 (3.29%) SMS
3 1 (0.66%) HTTP
3 1 (0.66%) Network Security
Database & Business Intelligence
1 21 (13.82%) Data Warehouse
2 13 (8.55%) Big Data
3 10 (6.58%) Hadoop
4 8 (5.26%) Riak
5 7 (4.61%) Apache Hive
6 6 (3.95%) Power BI
6 6 (3.95%) SQL Server Integration Services
7 5 (3.29%) Enterprise Data Warehouse
7 5 (3.29%) QlikView
7 5 (3.29%) SQL Server
7 5 (3.29%) SQL Server Reporting Services
8 4 (2.63%) MongoDB
8 4 (2.63%) Pentaho
8 4 (2.63%) SQL Server 2012
8 4 (2.63%) SQL Server Analysis Services
9 3 (1.97%) BusinessObjects
9 3 (1.97%) Data Mart
9 3 (1.97%) Microsoft Analysis Services
9 3 (1.97%) PostgreSQL
9 3 (1.97%) SSDT
Development Applications
1 7 (4.61%) JIRA
2 4 (2.63%) ERwin
3 3 (1.97%) SQL Server Management Studio (SSMS)
3 3 (1.97%) Visual Studio
4 2 (1.32%) Git (software)
5 1 (0.66%) Android Studio
5 1 (0.66%) Appium
5 1 (0.66%) Axure RP
5 1 (0.66%) Calabash
5 1 (0.66%) Eclipse
5 1 (0.66%) Jenkins
5 1 (0.66%) Subversion
General
1 26 (17.11%) Finance
2 14 (9.21%) Banking
3 10 (6.58%) Retail Banking
4 7 (4.61%) Retail
5 5 (3.29%) Automotive
6 4 (2.63%) Back Office
6 4 (2.63%) Marketing
6 4 (2.63%) Private Banking
7 2 (1.32%) Legal
8 1 (0.66%) Financial Institution
Job Titles
1 40 (26.32%) Analyst
2 37 (24.34%) User Researcher
3 26 (17.11%) Developer
4 12 (7.89%) Data Analyst
5 11 (7.24%) Business Analyst
6 10 (6.58%) Digital User Researcher
6 10 (6.58%) Python Developer
6 10 (6.58%) Service Analyst
7 9 (5.92%) Report Analyst
8 8 (5.26%) Business Intelligence Developer
9 7 (4.61%) Junior
9 7 (4.61%) Junior Analyst
10 6 (3.95%) Architect
11 5 (3.29%) Citrix Engineer
11 5 (3.29%) Product Manager
12 4 (2.63%) Big Data Developer
12 4 (2.63%) CRM Analyst
12 4 (2.63%) CRM Business Analyst
12 4 (2.63%) Dynamics CRM Business Analyst
12 4 (2.63%) Senior User Researcher
Libraries, Frameworks & Software Standards
1 9 (5.92%) REST
2 6 (3.95%) Node.js
2 6 (3.95%) Web Services
3 4 (2.63%) AngularJS
3 4 (2.63%) Regular Expression
4 3 (1.97%) JSON
4 3 (1.97%) PySpark
4 3 (1.97%) XML
5 2 (1.32%) .NET
5 2 (1.32%) CSS
5 2 (1.32%) HTML
5 2 (1.32%) jQuery
5 2 (1.32%) Ruby on Rails
5 2 (1.32%) SOAP
5 2 (1.32%) Visualforce
6 1 (0.66%) JPA
6 1 (0.66%) Play Framework
6 1 (0.66%) RESTful
6 1 (0.66%) Spark Streaming
6 1 (0.66%) Twitter Bootstrap
Miscellaneous
1 36 (23.68%) Analytical Skills
2 20 (13.16%) User Experience
3 15 (9.87%) Blog
4 8 (5.26%) Self-Motivation
5 7 (4.61%) Management Information System
6 4 (2.63%) Computer Science
6 4 (2.63%) Data Structures
6 4 (2.63%) Minimum Viable Product
6 4 (2.63%) NHS
7 3 (1.97%) Social Media
8 2 (1.32%) Enterprise Software
8 2 (1.32%) Greenfield Project
8 2 (1.32%) Virtual Team
9 1 (0.66%) CESG
9 1 (0.66%) Credit Risk
9 1 (0.66%) Distributed Denial-of-Service
9 1 (0.66%) Taxonomies
Operating Systems
1 8 (5.26%) Windows
2 6 (3.95%) Windows Server
2 6 (3.95%) Windows Server 2008
2 6 (3.95%) Windows Server 2012
3 5 (3.29%) Linux
3 5 (3.29%) Unix
4 2 (1.32%) Android
5 1 (0.66%) Mac OS X
Processes & Methodologies
1 66 (43.42%) Agile Software Development
2 35 (23.03%) Data Analytics
3 32 (21.05%) Problem-Solving
4 26 (17.11%) Continuous Improvement
5 25 (16.45%) Psychology
6 22 (14.47%) Business Intelligence
7 18 (11.84%) Market Research
7 18 (11.84%) Mentoring
8 17 (11.18%) ITIL
8 17 (11.18%) Usability Testing
9 15 (9.87%) Data Analysis
9 15 (9.87%) Decision-Making
10 14 (9.21%) Visualisation
10 14 (9.21%) Web Analytics
11 12 (7.89%) Data Visualisation
11 12 (7.89%) Prototyping
11 12 (7.89%) Qualitative Research
11 12 (7.89%) Quantitative Research
11 12 (7.89%) Service Design
11 12 (7.89%) Web Design
Programming Languages
1 34 (22.37%) SQL
2 19 (12.50%) Python
3 14 (9.21%) Java
4 13 (8.55%) JavaScript
5 5 (3.29%) Scala
5 5 (3.29%) T-SQL
6 4 (2.63%) PL/SQL
6 4 (2.63%) R
7 3 (1.97%) ES6
7 3 (1.97%) ES7
8 2 (1.32%) Apex Code
8 2 (1.32%) Ruby
8 2 (1.32%) Shell Script
9 1 (0.66%) Java 8
9 1 (0.66%) VB
Qualifications
1 32 (21.05%) Degree
2 8 (5.26%) Security Cleared
3 6 (3.95%) CCA
3 6 (3.95%) CCAA
3 6 (3.95%) CCEA
3 6 (3.95%) Citrix Certification
3 6 (3.95%) SC Cleared
4 3 (1.97%) ISTQB
4 3 (1.97%) MCSE
4 3 (1.97%) Microsoft Certification
5 2 (1.32%) BPSS Clearance
5 2 (1.32%) ITIL Foundation Certificate
6 1 (0.66%) CESG Certified Professional
6 1 (0.66%) CISSP
6 1 (0.66%) CITP
6 1 (0.66%) DV Cleared
6 1 (0.66%) IISP
6 1 (0.66%) MBCS
6 1 (0.66%) TOGAF Certification
Quality Assurance & Compliance
1 10 (6.58%) SLA
2 5 (3.29%) Data Quality
2 5 (3.29%) QA
3 4 (2.63%) GDPR
3 4 (2.63%) ISO/IEC 27001
4 3 (1.97%) PMO
System Software
1 8 (5.26%) Active Directory
2 6 (3.95%) XenApp
3 1 (0.66%) Citrix Presentation Server
3 1 (0.66%) VMware Infrastructure
Systems Management
1 6 (3.95%) EdgeSight
1 6 (3.95%) SCCM
2 4 (2.63%) Ambari
3 2 (1.32%) CASB
4 1 (0.66%) Ansible
4 1 (0.66%) Grafana
4 1 (0.66%) Systems Management Server (SMS)
Vendors
1 20 (13.16%) Microsoft
2 14 (9.21%) Google
2 14 (9.21%) Tableau
3 12 (7.89%) Oracle
4 7 (4.61%) Citrix
4 7 (4.61%) Splunk
5 6 (3.95%) SAP
6 4 (2.63%) Adobe
6 4 (2.63%) Intel
6 4 (2.63%) McAfee
7 3 (1.97%) Salesforce.com
7 3 (1.97%) Teradata
8 2 (1.32%) CA
8 2 (1.32%) Datameer
8 2 (1.32%) Informatica
9 1 (0.66%) Cloudera
9 1 (0.66%) Cognos
9 1 (0.66%) IBM
9 1 (0.66%) Logi
9 1 (0.66%) Progress