Period
to 20 January 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 20 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
England > Yorkshire
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 70 86 56
Rank change year-on-year +16 -30 +108
Contract jobs citing Analytics 130 118 200
As % of all contract IT jobs advertised in Yorkshire 2.95% 2.39% 3.32%
As % of the Processes & Methodologies category 3.54% 2.88% 3.98%
Number of daily rates quoted 102 73 181
Yorkshire median daily rate £475 £420 £450
Median daily rate % change year-on-year +13.10% -6.67% +5.88%
10th Percentile £319 £263 £263
90th Percentile £625 £643 £580
England median daily rate £500 £450 £450
% change year-on-year +11.11% - -
Number of hourly rates quoted 0 1 4
Yorkshire median hourly rate - £29.50 £37.04
Median hourly rate % change year-on-year - -20.36% -
England median hourly rate £28.75 £22.50 £22.12
% change year-on-year +27.78% +1.74% +5.35%

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 3,670 4,101 5,027
As % of all contract IT jobs advertised in Yorkshire 83.37% 83.15% 83.33%
Number of daily rates quoted 2,400 2,686 3,368
Yorkshire median daily rate £400 £400 £388
Median daily rate % change year-on-year - +3.23% +10.71%
10th Percentile £261 £258 £263
90th Percentile £550 £542 £550
England median daily rate £450 £433 £425
% change year-on-year +4.05% +1.76% +6.12%
Number of hourly rates quoted 102 131 176
Yorkshire median hourly rate £17.50 £14.87 £15.00
Median hourly rate % change year-on-year +17.73% -0.90% -
10th Percentile £10.50 £10.69 £9.99
90th Percentile £41.45 £33.75 £26.75
England median hourly rate £24.00 £25.00 £23.00
% change year-on-year -4.00% +8.70% +15.00%

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 20 January 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 20 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
West Yorkshire +5 92 £468 +10.12% 41
South Yorkshire +29 34 £494 +19.76% 5
North Yorkshire - 5 £325 - 6
Humberside -2 1 £400 +6.67%
Analytics
England

For the 6 months to 20 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 Yorkshire region with a requirement for Analytics.

1 51 (39.23%) Agile Software Development
2 31 (23.85%) SQL
2 31 (23.85%) Finance
3 30 (23.08%) Analytical Skills
4 28 (21.54%) Business Intelligence
5 25 (19.23%) Degree
5 25 (19.23%) User Experience
6 24 (18.46%) Data Warehouse
7 23 (17.69%) Microsoft
7 23 (17.69%) Banking
8 19 (14.62%) Psychology
9 18 (13.85%) Oracle
10 17 (13.08%) SAS
11 16 (12.31%) Splunk
12 15 (11.54%) Mentoring
12 15 (11.54%) Management Information System
12 15 (11.54%) Web Design
13 14 (10.77%) Web Analytics
13 14 (10.77%) Blog
13 14 (10.77%) Usability Testing
13 14 (10.77%) Data Modelling
13 14 (10.77%) Prototyping
13 14 (10.77%) Tableau
13 14 (10.77%) Continuous Improvement
13 14 (10.77%) Data Analytics
13 14 (10.77%) Market Research
14 13 (10.00%) Hadoop
15 12 (9.23%) Big Data
15 12 (9.23%) SQL Server
16 11 (8.46%) Java

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 17 (13.08%) SAS
2 7 (5.38%) Confluence
3 5 (3.85%) Apache Spark
3 5 (3.85%) Jupyter
4 4 (3.08%) SharePoint
5 3 (2.31%) Apache Pig
5 3 (2.31%) SharePoint 2013
6 1 (0.77%) CMS
6 1 (0.77%) IBM Notes
6 1 (0.77%) NetWeaver
6 1 (0.77%) OpenStack
6 1 (0.77%) Sitecore CMS
6 1 (0.77%) WordPress
Applications
1 4 (3.08%) Microsoft Excel
2 3 (2.31%) Spreadsheet
3 1 (0.77%) Microsoft PowerPoint
3 1 (0.77%) MS Visio
3 1 (0.77%) Photoshop
3 1 (0.77%) SPSS
Business Applications
1 3 (2.31%) Dynamics AX
1 3 (2.31%) Dynamics CRM
2 2 (1.54%) SAP S/4HANA
3 1 (0.77%) Actimize
3 1 (0.77%) SAP GRC
3 1 (0.77%) SAP MDM
3 1 (0.77%) SAP R/3
Cloud Services
1 7 (5.38%) Google Analytics
2 3 (2.31%) Amazon AWS
2 3 (2.31%) Microsoft Azure
2 3 (2.31%) SaaS
3 2 (1.54%) Google Cloud Platform
4 1 (0.77%) Azure Data Factory
4 1 (0.77%) Data Lake Analytics
4 1 (0.77%) GitHub
Communications & Networking
1 6 (4.62%) NetScaler
2 4 (3.08%) SMS
3 2 (1.54%) NAS
3 2 (1.54%) SAN
4 1 (0.77%) LAN
4 1 (0.77%) Network Security
4 1 (0.77%) SSH
4 1 (0.77%) VPN
4 1 (0.77%) WAN
Database & Business Intelligence
1 24 (18.46%) Data Warehouse
2 13 (10.00%) Hadoop
3 12 (9.23%) Big Data
3 12 (9.23%) SQL Server
4 11 (8.46%) SQL Server Integration Services
5 9 (6.92%) Apache Hive
5 9 (6.92%) SQL Server Reporting Services
6 8 (6.15%) Power BI
6 8 (6.15%) SQL Server Analysis Services
7 7 (5.38%) Enterprise Data Warehouse
7 7 (5.38%) MongoDB
8 6 (4.62%) PostgreSQL
8 6 (4.62%) SQL Server 2012
9 5 (3.85%) BusinessObjects
9 5 (3.85%) Data Lake
9 5 (3.85%) HBase
9 5 (3.85%) Pentaho
9 5 (3.85%) Relational Database
9 5 (3.85%) SAS Visual Analytics
10 4 (3.08%) SQL Server 2014
Development Applications
1 8 (6.15%) JIRA
2 4 (3.08%) ERwin
2 4 (3.08%) Git (software)
2 4 (3.08%) LoadRunner
3 3 (2.31%) Axure RP
3 3 (2.31%) HP UFT
3 3 (2.31%) Jenkins
3 3 (2.31%) Selenium
3 3 (2.31%) SQL Server Management Studio (SSMS)
3 3 (2.31%) Visual Studio
4 2 (1.54%) Sonatype Nexus
5 1 (0.77%) Eclipse
5 1 (0.77%) JMeter
5 1 (0.77%) Oracle Forms
5 1 (0.77%) Subversion
General
1 31 (23.85%) Finance
2 23 (17.69%) Banking
3 10 (7.69%) Retail Banking
4 9 (6.92%) Marketing
5 7 (5.38%) Retail
6 4 (3.08%) Automotive
6 4 (3.08%) Financial Institution
6 4 (3.08%) Legal
7 3 (2.31%) Publishing
8 2 (1.54%) Games
8 2 (1.54%) Online Betting
8 2 (1.54%) Private Banking
8 2 (1.54%) Telecoms
9 1 (0.77%) Electronics
9 1 (0.77%) Manufacturing
9 1 (0.77%) Retail Finance
Job Titles
1 30 (23.08%) User Researcher
2 28 (21.54%) Analyst
3 18 (13.85%) Developer
4 13 (10.00%) Digital User Researcher
5 11 (8.46%) Business Analyst
6 10 (7.69%) Administrator
7 9 (6.92%) Architect
7 9 (6.92%) Data Analyst
8 8 (6.15%) Business Intelligence Developer
9 7 (5.38%) Splunk Engineer
10 5 (3.85%) Business Intelligence Architect
10 5 (3.85%) Citrix Engineer
10 5 (3.85%) Project Manager
10 5 (3.85%) SAS Administrator
11 4 (3.08%) Data Architect
11 4 (3.08%) Designer
11 4 (3.08%) Lead Architect
11 4 (3.08%) Lead Data Architect
11 4 (3.08%) User Experience Researcher
11 4 (3.08%) UX Designer
Libraries, Frameworks & Software Standards
1 7 (5.38%) Node.js
2 6 (4.62%) REST
3 5 (3.85%) .NET
3 5 (3.85%) CSS
3 5 (3.85%) HTML
4 4 (3.08%) AngularJS
4 4 (3.08%) Regular Expression
4 4 (3.08%) Web Services
5 2 (1.54%) Akka
5 2 (1.54%) jQuery
5 2 (1.54%) MDX
5 2 (1.54%) React
5 2 (1.54%) Spark Streaming
5 2 (1.54%) Visualforce
5 2 (1.54%) XML
6 1 (0.77%) Ajax
6 1 (0.77%) JPA
6 1 (0.77%) JSON
6 1 (0.77%) SAP Basis
6 1 (0.77%) Spring
Miscellaneous
1 30 (23.08%) Analytical Skills
2 25 (19.23%) User Experience
3 15 (11.54%) Management Information System
4 14 (10.77%) Blog
5 4 (3.08%) Enterprise Software
6 3 (2.31%) Social Media
7 2 (1.54%) Computer Science
7 2 (1.54%) Data Structures
7 2 (1.54%) iPad
7 2 (1.54%) Virtual Team
8 1 (0.77%) Algorithms
8 1 (0.77%) CESG
8 1 (0.77%) Client/Server
8 1 (0.77%) Credit Risk
8 1 (0.77%) Distributed Denial-of-Service
8 1 (0.77%) Greenfield Project
8 1 (0.77%) Public Cloud
Operating Systems
1 10 (7.69%) Linux
2 9 (6.92%) Windows
3 7 (5.38%) Unix
4 6 (4.62%) Windows Server
4 6 (4.62%) Windows Server 2008
4 6 (4.62%) Windows Server 2012
5 2 (1.54%) SUSE
6 1 (0.77%) Android
Processes & Methodologies
1 51 (39.23%) Agile Software Development
2 28 (21.54%) Business Intelligence
3 19 (14.62%) Psychology
4 15 (11.54%) Mentoring
4 15 (11.54%) Web Design
5 14 (10.77%) Continuous Improvement
5 14 (10.77%) Data Analytics
5 14 (10.77%) Data Modelling
5 14 (10.77%) Market Research
5 14 (10.77%) Prototyping
5 14 (10.77%) Usability Testing
5 14 (10.77%) Web Analytics
6 11 (8.46%) Data Management
7 10 (7.69%) Software Delivery
8 9 (6.92%) Data Governance
8 9 (6.92%) Data Visualisation
8 9 (6.92%) Open Source
8 9 (6.92%) Risk Management
8 9 (6.92%) Visualisation
9 8 (6.15%) Information Security
Programming Languages
1 31 (23.85%) SQL
2 11 (8.46%) Java
3 10 (7.69%) JavaScript
4 9 (6.92%) Shell Script
5 7 (5.38%) Python
5 7 (5.38%) T-SQL
6 6 (4.62%) Scala
7 5 (3.85%) R
8 3 (2.31%) ES6
8 3 (2.31%) ES7
9 2 (1.54%) Apex Code
9 2 (1.54%) Clojure
9 2 (1.54%) Data Analysis Expressions (DAX)
9 2 (1.54%) PHP
10 1 (0.77%) PL/SQL
Qualifications
1 25 (19.23%) Degree
2 6 (4.62%) CCA
2 6 (4.62%) CCAA
2 6 (4.62%) CCEA
2 6 (4.62%) Citrix Certification
3 3 (2.31%) BPSS Clearance
3 3 (2.31%) ISEB
3 3 (2.31%) ISTQB
3 3 (2.31%) MCSE
3 3 (2.31%) Microsoft Certification
3 3 (2.31%) Security Cleared
4 2 (1.54%) SC Cleared
5 1 (0.77%) CESG Certified Professional
5 1 (0.77%) CISSP
5 1 (0.77%) CITP
5 1 (0.77%) DV Cleared
5 1 (0.77%) IISP
5 1 (0.77%) MBCS
5 1 (0.77%) PhD
5 1 (0.77%) SAS Certification
Quality Assurance & Compliance
1 8 (6.15%) Data Quality
2 5 (3.85%) QA
3 4 (3.08%) ISO/IEC 27001
4 2 (1.54%) GCP
5 1 (0.77%) Disclosure Scotland
System Software
1 7 (5.38%) Active Directory
2 6 (4.62%) XenApp
3 2 (1.54%) HDFS
3 2 (1.54%) Veritas Volume Manager
3 2 (1.54%) Virtual Machines
4 1 (0.77%) Apache Flume
Systems Management
1 6 (4.62%) EdgeSight
1 6 (4.62%) SCCM
2 3 (2.31%) HP Quality Center
3 2 (1.54%) Ansible
3 2 (1.54%) Grafana
3 2 (1.54%) Kibana
3 2 (1.54%) Oozie
3 2 (1.54%) Opscode Chef
4 1 (0.77%) Ambari
4 1 (0.77%) Prometheus
4 1 (0.77%) Systems Management Server (SMS)
Vendors
1 23 (17.69%) Microsoft
2 18 (13.85%) Oracle
3 16 (12.31%) Splunk
4 14 (10.77%) Tableau
5 9 (6.92%) Google
6 7 (5.38%) SAP
7 6 (4.62%) Citrix
8 5 (3.85%) HP
8 5 (3.85%) Informatica
9 4 (3.08%) Atlassian
9 4 (3.08%) CA
10 3 (2.31%) Adobe
10 3 (2.31%) Cloudera
10 3 (2.31%) Datameer
10 3 (2.31%) Logi
10 3 (2.31%) Logi Analytics
10 3 (2.31%) Salesforce.com
11 2 (1.54%) EMC
11 2 (1.54%) Maxymiser
11 2 (1.54%) Optimizely