Period
to 19 January 2018

The following table provides summary statistics for contract job vacancies advertised in West 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 19 January 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
Yorkshire > West Yorkshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 66 73 65
Rank change year-on-year +7 -8 +68
Contract jobs citing Analytics 92 89 135
As % of all contract IT jobs advertised in West Yorkshire 3.03% 2.76% 3.18%
As % of the Processes & Methodologies category 3.60% 3.26% 3.75%
Number of daily rates quoted 67 55 114
West Yorkshire median daily rate £468 £425 £425
Median daily rate % change year-on-year +10.12% - -
10th Percentile £316 £303 £263
90th Percentile £625 £678 £575
Yorkshire median daily rate £475 £423 £450
% change year-on-year +12.43% -6.11% +5.88%
Number of hourly rates quoted 0 1 4
West Yorkshire median hourly rate - £29.50 £37.04
Median hourly rate % change year-on-year - -20.36% -
Yorkshire median hourly rate - £29.50 £37.04
% change year-on-year - -20.36% -

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2,558 2,732 3,600
As % of all contract IT jobs advertised in West Yorkshire 84.23% 84.79% 84.73%
Number of daily rates quoted 1,745 1,785 2,422
West Yorkshire median daily rate £400 £400 £385
Median daily rate % change year-on-year - +3.90% +5.48%
10th Percentile £263 £263 £265
90th Percentile £550 £538 £550
Yorkshire median daily rate £400 £400 £388
% change year-on-year - +3.23% +10.71%
Number of hourly rates quoted 71 70 105
West Yorkshire median hourly rate £16.00 £14.50 £15.36
Median hourly rate % change year-on-year +10.34% -5.57% +5.90%
10th Percentile £9.81 £10.19 £9.99
90th Percentile £40.00 £29.55 £30.25
Yorkshire median hourly rate £17.50 £14.87 £15.00
% change year-on-year +17.73% -0.90% -

Analytics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Analytics in West Yorkshire

Analytics
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Analytics in West Yorkshire

Analytics
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Analytics in West Yorkshire over the 6 months to 19 January 2018.

Contractor daily rate histogram for Analytics in West Yorkshire

Analytics
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Analytics in West Yorkshire

Analytics
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 19 January 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
Leeds +20 73 £480 +12.94% 34
Bradford +8 4 £384 +32.90% 5
Halifax +3 3 £460 +8.12%
Huddersfield +1 2 £275 -14.06%
Analytics
Yorkshire

For the 6 months to 19 January 2018, 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 West Yorkshire region with a requirement for Analytics.

1 26 (28.26%) SQL
1 26 (28.26%) Agile Software Development
2 23 (25.00%) Finance
2 23 (25.00%) Business Intelligence
2 23 (25.00%) Microsoft
3 20 (21.74%) Data Warehouse
4 19 (20.65%) Banking
5 15 (16.30%) Oracle
5 15 (16.30%) Analytical Skills
6 13 (14.13%) User Experience
6 13 (14.13%) Data Analytics
7 12 (13.04%) SQL Server
7 12 (13.04%) SAS
7 12 (13.04%) Splunk
8 11 (11.96%) SQL Server Integration Services
9 10 (10.87%) Tableau
9 10 (10.87%) Java
9 10 (10.87%) Data Modelling
9 10 (10.87%) Management Information System
10 9 (9.78%) Data Management
10 9 (9.78%) Windows
10 9 (9.78%) Big Data
11 8 (8.70%) SQL Server Reporting Services
11 8 (8.70%) Retail Banking
11 8 (8.70%) SQL Server Analysis Services
12 7 (7.61%) Degree
12 7 (7.61%) Information Security
12 7 (7.61%) Retail
12 7 (7.61%) Linux
12 7 (7.61%) Python

Analytics
Co-occurring IT Skills in West 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 12 (13.04%) SAS
2 5 (5.43%) Confluence
2 5 (5.43%) Jupyter
3 4 (4.35%) SharePoint
4 3 (3.26%) Apache Spark
4 3 (3.26%) SharePoint 2013
5 2 (2.17%) Apache Pig
6 1 (1.09%) NetWeaver
6 1 (1.09%) OpenStack
Applications
1 3 (3.26%) Microsoft Excel
1 3 (3.26%) Spreadsheet
Business Applications
1 3 (3.26%) Dynamics AX
1 3 (3.26%) Dynamics CRM
2 2 (2.17%) SAP S/4HANA
3 1 (1.09%) Actimize
3 1 (1.09%) SAP GRC
3 1 (1.09%) SAP MDM
3 1 (1.09%) SAP R/3
Cloud Services
1 3 (3.26%) SaaS
2 1 (1.09%) Amazon AWS
2 1 (1.09%) GitHub
2 1 (1.09%) Google Analytics
Communications & Networking
1 6 (6.52%) NetScaler
2 1 (1.09%) LAN
2 1 (1.09%) SMS
2 1 (1.09%) SSH
2 1 (1.09%) VPN
2 1 (1.09%) WAN
Database & Business Intelligence
1 20 (21.74%) Data Warehouse
2 12 (13.04%) SQL Server
3 11 (11.96%) SQL Server Integration Services
4 9 (9.78%) Big Data
5 8 (8.70%) SQL Server Analysis Services
5 8 (8.70%) SQL Server Reporting Services
6 6 (6.52%) Hadoop
6 6 (6.52%) Power BI
6 6 (6.52%) SQL Server 2012
7 5 (5.43%) Apache Hive
7 5 (5.43%) Enterprise Data Warehouse
7 5 (5.43%) MongoDB
7 5 (5.43%) Relational Database
8 4 (4.35%) PostgreSQL
8 4 (4.35%) SAS Visual Analytics
8 4 (4.35%) SQL Server 2014
9 3 (3.26%) BusinessObjects
9 3 (3.26%) Microsoft Analysis Services
9 3 (3.26%) MySQL
9 3 (3.26%) SQL Server 2016
Development Applications
1 6 (6.52%) JIRA
2 4 (4.35%) Git (software)
2 4 (4.35%) LoadRunner
3 3 (3.26%) HP UFT
3 3 (3.26%) Jenkins
3 3 (3.26%) Selenium
3 3 (3.26%) SQL Server Management Studio (SSMS)
3 3 (3.26%) Visual Studio
4 2 (2.17%) ERwin
4 2 (2.17%) Sonatype Nexus
5 1 (1.09%) Eclipse
5 1 (1.09%) JMeter
5 1 (1.09%) Oracle Forms
5 1 (1.09%) Subversion
General
1 23 (25.00%) Finance
2 19 (20.65%) Banking
3 8 (8.70%) Retail Banking
4 7 (7.61%) Retail
5 3 (3.26%) Automotive
5 3 (3.26%) Marketing
5 3 (3.26%) Publishing
6 2 (2.17%) Financial Institution
6 2 (2.17%) Telecoms
7 1 (1.09%) Electronics
7 1 (1.09%) Legal
7 1 (1.09%) Manufacturing
7 1 (1.09%) Retail Finance
Job Titles
1 23 (25.00%) Analyst
2 14 (15.22%) User Researcher
3 13 (14.13%) Developer
4 8 (8.70%) Administrator
4 8 (8.70%) Business Analyst
4 8 (8.70%) Data Analyst
5 7 (7.61%) Business Intelligence Developer
5 7 (7.61%) Splunk Engineer
6 5 (5.43%) Architect
6 5 (5.43%) Citrix Engineer
6 5 (5.43%) SAS Administrator
7 4 (4.35%) Business Intelligence Architect
7 4 (4.35%) Data Business Analyst
7 4 (4.35%) Project Manager
8 3 (3.26%) Agile Test Analyst
8 3 (3.26%) CRM Analyst
8 3 (3.26%) CRM Business Analyst
8 3 (3.26%) Dynamics CRM Business Analyst
8 3 (3.26%) JavaScript Engineer
8 3 (3.26%) Senior SAS Administrator
Libraries, Frameworks & Software Standards
1 6 (6.52%) REST
2 5 (5.43%) .NET
2 5 (5.43%) Node.js
3 4 (4.35%) AngularJS
4 2 (2.17%) MDX
4 2 (2.17%) Regular Expression
4 2 (2.17%) Visualforce
4 2 (2.17%) Web Services
4 2 (2.17%) XML
5 1 (1.09%) Ajax
5 1 (1.09%) Hibernate
5 1 (1.09%) JAXB
5 1 (1.09%) JPA
5 1 (1.09%) jQuery
5 1 (1.09%) JSON
5 1 (1.09%) LDAP
5 1 (1.09%) Middleware
5 1 (1.09%) RESTful
5 1 (1.09%) SAP Basis
5 1 (1.09%) Spring
Miscellaneous
1 15 (16.30%) Analytical Skills
2 13 (14.13%) User Experience
3 10 (10.87%) Management Information System
4 5 (5.43%) Blog
5 2 (2.17%) Data Structures
5 2 (2.17%) Enterprise Software
5 2 (2.17%) Social Media
6 1 (1.09%) Algorithms
6 1 (1.09%) Client/Server
6 1 (1.09%) Credit Risk
6 1 (1.09%) Greenfield Project
6 1 (1.09%) Public Cloud
6 1 (1.09%) Virtual Team
Operating Systems
1 9 (9.78%) Windows
2 7 (7.61%) Linux
3 6 (6.52%) Windows Server
3 6 (6.52%) Windows Server 2008
3 6 (6.52%) Windows Server 2012
4 5 (5.43%) Unix
5 1 (1.09%) Android
Processes & Methodologies
1 26 (28.26%) Agile Software Development
2 23 (25.00%) Business Intelligence
3 13 (14.13%) Data Analytics
4 10 (10.87%) Data Modelling
5 9 (9.78%) Data Management
6 7 (7.61%) Cybersecurity
6 7 (7.61%) Information Security
7 6 (6.52%) Change Management
7 6 (6.52%) Data Governance
7 6 (6.52%) Data Visualisation
7 6 (6.52%) Market Research
7 6 (6.52%) Migration
7 6 (6.52%) Project Management
7 6 (6.52%) Risk Management
7 6 (6.52%) SDLC
7 6 (6.52%) Software Engineering
7 6 (6.52%) Usability Testing
7 6 (6.52%) Visualisation
8 5 (5.43%) Psychology
8 5 (5.43%) Risk Analysis
Programming Languages
1 26 (28.26%) SQL
2 10 (10.87%) Java
3 7 (7.61%) Python
3 7 (7.61%) T-SQL
4 6 (6.52%) JavaScript
5 5 (5.43%) Shell Script
6 4 (4.35%) R
7 3 (3.26%) ES6
7 3 (3.26%) ES7
8 2 (2.17%) Apex Code
8 2 (2.17%) Data Analysis Expressions (DAX)
8 2 (2.17%) Scala
Qualifications
1 7 (7.61%) Degree
2 6 (6.52%) CCA
2 6 (6.52%) CCAA
2 6 (6.52%) CCEA
2 6 (6.52%) Citrix Certification
3 3 (3.26%) ISEB
3 3 (3.26%) ISTQB
3 3 (3.26%) MCSE
3 3 (3.26%) Microsoft Certification
4 2 (2.17%) BPSS Clearance
4 2 (2.17%) Security Cleared
5 1 (1.09%) PhD
5 1 (1.09%) SAS Certification
5 1 (1.09%) SC Cleared
Quality Assurance & Compliance
1 6 (6.52%) Data Quality
2 4 (4.35%) ISO/IEC 27001
3 3 (3.26%) QA
4 1 (1.09%) Disclosure Scotland
System Software
1 7 (7.61%) Active Directory
2 6 (6.52%) XenApp
3 2 (2.17%) HDFS
4 1 (1.09%) Apache Flume
Systems Management
1 6 (6.52%) EdgeSight
1 6 (6.52%) SCCM
2 3 (3.26%) HP Quality Center
3 2 (2.17%) Ansible
3 2 (2.17%) Oozie
4 1 (1.09%) Prometheus
4 1 (1.09%) Systems Management Server (SMS)
Vendors
1 23 (25.00%) Microsoft
2 15 (16.30%) Oracle
3 12 (13.04%) Splunk
4 10 (10.87%) Tableau
5 7 (7.61%) SAP
6 6 (6.52%) Citrix
7 3 (3.26%) Datameer
7 3 (3.26%) HP
7 3 (3.26%) Informatica
7 3 (3.26%) Logi
7 3 (3.26%) Logi Analytics
8 2 (2.17%) Atlassian
8 2 (2.17%) CA
8 2 (2.17%) Cloudera
8 2 (2.17%) Intel
8 2 (2.17%) McAfee
8 2 (2.17%) Salesforce.com
9 1 (1.09%) Adobe
9 1 (1.09%) Ariba
9 1 (1.09%) Google