Period
to 22 July 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 22 July 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
22 Jul 2018
Same period 2017 Same period 2016
Rank 71 71 97
Rank change year-on-year 0 +26 +34
Contract jobs citing Analytics 159 133 126
As % of all contract IT jobs advertised in Yorkshire 3.20% 3.14% 2.18%
As % of the Processes & Methodologies category 3.67% 3.70% 2.54%
Number of daily rates quoted 114 94 92
Yorkshire median daily rate £425 £434 £450
Median daily rate % change year-on-year -2.02% -3.61% +17.65%
10th Percentile £228 £275 £313
90th Percentile £592 £688 £538
England median daily rate £500 £488 £450
% change year-on-year +2.56% +8.33% -
Number of hourly rates quoted 2 1 0
Yorkshire median hourly rate £18.00 £35.00 -
Median hourly rate % change year-on-year -48.57% - -
England median hourly rate £26.83 £26.67 £20.50
% change year-on-year +0.59% +30.11% -12.77%

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 4,327 3,590 4,961
As % of all contract IT jobs advertised in Yorkshire 87.06% 84.69% 85.70%
Number of daily rates quoted 2,899 2,338 3,362
Yorkshire median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - +14.29%
10th Percentile £277 £264 £275
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 127 91 106
Yorkshire median hourly rate £18.99 £13.50 £14.50
Median hourly rate % change year-on-year +40.63% -6.90% -6.12%
10th Percentile £11.17 £8.88 £10.20
90th Percentile £42.43 £35.00 £41.88
England median hourly rate £22.50 £24.49 £23.75
% change year-on-year -8.11% +3.09% +12.71%

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 22 July 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 22 July 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 -24 99 £425 - 39
South Yorkshire +28 43 £475 -22.13% 11
North Yorkshire +7 8 £205 +7.89% 8
East Yorkshire - 2 - - 3
Analytics
England

For the 6 months to 22 July 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 71 (44.65%) Agile Software Development
2 45 (28.30%) Analytical Skills
3 43 (27.04%) SQL
4 41 (25.79%) Data Analytics
5 40 (25.16%) Python
6 36 (22.64%) Problem-Solving
7 28 (17.61%) Continuous Improvement
8 26 (16.35%) Degree
9 25 (15.72%) Finance
9 25 (15.72%) Business Intelligence
10 24 (15.09%) Data Warehouse
11 22 (13.84%) Big Data
12 20 (12.58%) Microsoft Excel
12 20 (12.58%) Psychology
12 20 (12.58%) Usability Testing
13 18 (11.32%) Google
13 18 (11.32%) Market Research
13 18 (11.32%) Hadoop
13 18 (11.32%) Decision-Making
13 18 (11.32%) Quantitative Research
14 17 (10.69%) Mentoring
14 17 (10.69%) Performance Engineering
15 16 (10.06%) Riak
15 16 (10.06%) Data Analysis
15 16 (10.06%) Web Analytics
15 16 (10.06%) JavaScript
16 15 (9.43%) Java
16 15 (9.43%) Visualisation
16 15 (9.43%) Qualitative Research
16 15 (9.43%) Strategic Thinking

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 10 (6.29%) SAS
2 5 (3.14%) Apache Spark
2 5 (3.14%) nginx
3 4 (2.52%) Apache Pig
3 4 (2.52%) Tomcat
4 3 (1.89%) Confluence
4 3 (1.89%) SharePoint
5 2 (1.26%) Apache
5 2 (1.26%) Oracle Coherence
5 2 (1.26%) Oracle Service Bus
5 2 (1.26%) Oracle SOA Suite
5 2 (1.26%) SharePoint 2010
5 2 (1.26%) SharePoint 2013
5 2 (1.26%) WebLogic
6 1 (0.63%) Cloud Foundry
6 1 (0.63%) CMS
6 1 (0.63%) Elasticsearch
Applications
1 20 (12.58%) Microsoft Excel
2 6 (3.77%) Microsoft Office
3 1 (0.63%) Adobe Creative Suite
3 1 (0.63%) InVision
3 1 (0.63%) Microsoft PowerPoint
3 1 (0.63%) Microsoft Project
3 1 (0.63%) MS Visio
3 1 (0.63%) Spreadsheet
Business Applications
1 6 (3.77%) Cognos Business Intelligence
2 5 (3.14%) Cognos TM1
3 2 (1.26%) Oracle BPM
4 1 (0.63%) Dynamics AX
4 1 (0.63%) Dynamics CRM
Cloud Services
1 14 (8.81%) Amazon AWS
1 14 (8.81%) Google Analytics
2 8 (5.03%) Microsoft Azure
3 4 (2.52%) Google Cloud Platform
4 3 (1.89%) Amazon S3
4 3 (1.89%) GitHub
4 3 (1.89%) Google Tag Manager
4 3 (1.89%) PaaS
5 2 (1.26%) Amazon EC2
5 2 (1.26%) Amazon EMR
5 2 (1.26%) Amazon Glacier
5 2 (1.26%) Office 365
5 2 (1.26%) Virtual Private Cloud
6 1 (0.63%) Adobe Analytics
6 1 (0.63%) IaaS
6 1 (0.63%) SaaS
6 1 (0.63%) Slack
Communications & Networking
1 5 (3.14%) HTTP
1 5 (3.14%) SMS
2 4 (2.52%) SSL
2 4 (2.52%) TCP/IP
3 1 (0.63%) DNS
3 1 (0.63%) Internet
3 1 (0.63%) VPN
Database & Business Intelligence
1 24 (15.09%) Data Warehouse
2 22 (13.84%) Big Data
3 18 (11.32%) Hadoop
4 16 (10.06%) Riak
5 10 (6.29%) NoSQL
5 10 (6.29%) SQL Server Integration Services
6 8 (5.03%) MongoDB
7 7 (4.40%) Cognos Framework Manager
7 7 (4.40%) QlikView
8 6 (3.77%) DataStage
9 5 (3.14%) Apache Hive
9 5 (3.14%) Cognos Report Studio
9 5 (3.14%) OLAP
10 4 (2.52%) Amazon Redshift
10 4 (2.52%) Data Mart
10 4 (2.52%) Oracle ODI
10 4 (2.52%) Spotfire
10 4 (2.52%) SQL Server
11 3 (1.89%) SQL Server Analysis Services
11 3 (1.89%) SQL Server Reporting Services
Development Applications
1 11 (6.92%) Jenkins
1 11 (6.92%) JIRA
2 5 (3.14%) Git (software)
3 4 (2.52%) Ant
3 4 (2.52%) Cucumber
3 4 (2.52%) Gatling
3 4 (2.52%) IntelliJ
3 4 (2.52%) Selenium
4 3 (1.89%) ERwin
5 2 (1.26%) Atlassian Bamboo
5 2 (1.26%) Bitbucket
5 2 (1.26%) Oracle Forms
5 2 (1.26%) Toad
6 1 (0.63%) Axure RP
6 1 (0.63%) Calabash
6 1 (0.63%) Grunt
6 1 (0.63%) Karma Test Runner
6 1 (0.63%) Mercurial
6 1 (0.63%) Sublime Text
6 1 (0.63%) Visual Studio Team System
General
1 25 (15.72%) Finance
2 9 (5.66%) Banking
3 7 (4.40%) Retail
4 4 (2.52%) Back Office
5 3 (1.89%) Marketing
5 3 (1.89%) Private Banking
5 3 (1.89%) Retail Banking
6 1 (0.63%) Automotive
6 1 (0.63%) Law
6 1 (0.63%) Legal
Job Titles
1 42 (26.42%) Analyst
2 39 (24.53%) Developer
3 26 (16.35%) User Researcher
4 18 (11.32%) Python Developer
5 15 (9.43%) Data Analyst
6 11 (6.92%) Service Analyst
7 10 (6.29%) Report Analyst
8 9 (5.66%) Business Analyst
8 9 (5.66%) Business Intelligence Developer
8 9 (5.66%) Junior
8 9 (5.66%) Junior Analyst
9 7 (4.40%) Architect
10 5 (3.14%) Product Manager
11 4 (2.52%) Administrator
11 4 (2.52%) Business Intelligence Analyst
11 4 (2.52%) Business Intelligence Business Analyst
11 4 (2.52%) Cognos BI Developer
11 4 (2.52%) Cognos Developer
11 4 (2.52%) Consultant
11 4 (2.52%) Data Architect
Libraries, Frameworks & Software Standards
1 6 (3.77%) JSON
1 6 (3.77%) Web Services
2 5 (3.14%) Node.js
2 5 (3.14%) Servlets
2 5 (3.14%) XML
3 4 (2.52%) Gherkin
4 3 (1.89%) CSS
4 3 (1.89%) Play Framework
4 3 (1.89%) PySpark
4 3 (1.89%) REST
5 2 (1.26%) Anaconda
5 2 (1.26%) Java SE
5 2 (1.26%) JMS
5 2 (1.26%) Middleware
5 2 (1.26%) Oracle Fusion
5 2 (1.26%) Regular Expression
5 2 (1.26%) Ruby on Rails
6 1 (0.63%) Natural Language Processing
6 1 (0.63%) OSGi
6 1 (0.63%) RabbitMQ
Miscellaneous
1 45 (28.30%) Analytical Skills
2 11 (6.92%) Blog
3 10 (6.29%) User Experience
4 8 (5.03%) NHS
5 5 (3.14%) Greenfield Project
6 4 (2.52%) Data Structures
6 4 (2.52%) Management Information System
6 4 (2.52%) Minimum Viable Product
7 3 (1.89%) Clustering
7 3 (1.89%) Computer Science
8 2 (1.26%) Taxonomies
8 2 (1.26%) Virtual Team
9 1 (0.63%) Algorithms
9 1 (0.63%) Data Centre
9 1 (0.63%) Enterprise Software
9 1 (0.63%) Reference Data
9 1 (0.63%) Self-Motivation
9 1 (0.63%) Social Media
Operating Systems
1 14 (8.81%) Linux
2 10 (6.29%) Windows
3 7 (4.40%) Unix
4 4 (2.52%) Ubuntu
5 3 (1.89%) Red Hat Enterprise Linux
6 2 (1.26%) Android
7 1 (0.63%) AIX
7 1 (0.63%) CentOS
7 1 (0.63%) HPUX
7 1 (0.63%) Mac OS X
7 1 (0.63%) Solaris
7 1 (0.63%) Windows Server
7 1 (0.63%) Windows Server 2008
Processes & Methodologies
1 71 (44.65%) Agile Software Development
2 41 (25.79%) Data Analytics
3 36 (22.64%) Problem-Solving
4 28 (17.61%) Continuous Improvement
5 25 (15.72%) Business Intelligence
6 20 (12.58%) Psychology
6 20 (12.58%) Usability Testing
7 18 (11.32%) Decision-Making
7 18 (11.32%) Market Research
7 18 (11.32%) Quantitative Research
8 17 (10.69%) Mentoring
8 17 (10.69%) Performance Engineering
9 16 (10.06%) Data Analysis
9 16 (10.06%) Web Analytics
10 15 (9.43%) Qualitative Research
10 15 (9.43%) Strategic Thinking
10 15 (9.43%) Visualisation
11 14 (8.81%) ETL
12 13 (8.18%) Data Modelling
12 13 (8.18%) ITIL
Programming Languages
1 43 (27.04%) SQL
2 40 (25.16%) Python
3 16 (10.06%) JavaScript
4 15 (9.43%) Java
5 8 (5.03%) PL/SQL
5 8 (5.03%) R
5 8 (5.03%) Scala
6 6 (3.77%) Ruby
7 5 (3.14%) Perl
8 4 (2.52%) C#
8 4 (2.52%) Groovy
8 4 (2.52%) Haskell
9 3 (1.89%) Shell Script
10 2 (1.26%) Bash Shell
10 2 (1.26%) MATLAB
10 2 (1.26%) VB
11 1 (0.63%) PowerShell
11 1 (0.63%) T-SQL
Qualifications
1 26 (16.35%) Degree
2 9 (5.66%) Security Cleared
3 7 (4.40%) SC Cleared
4 3 (1.89%) ISTQB
4 3 (1.89%) MCSE
4 3 (1.89%) Microsoft Certification
5 2 (1.26%) ITIL Foundation Certificate
5 2 (1.26%) MCSD
6 1 (0.63%) ACCA
6 1 (0.63%) BPSS Clearance
6 1 (0.63%) CCNA
6 1 (0.63%) CISA
6 1 (0.63%) Cisco Certification
6 1 (0.63%) CISSP
6 1 (0.63%) DBS Check
6 1 (0.63%) PhD
6 1 (0.63%) PMI Certification
6 1 (0.63%) PMP
6 1 (0.63%) SANS
6 1 (0.63%) Six Sigma Green Belt
Quality Assurance & Compliance
1 11 (6.92%) SLA
2 5 (3.14%) GDPR
2 5 (3.14%) PMO
2 5 (3.14%) QA
3 4 (2.52%) Data Quality
3 4 (2.52%) GCP
System Software
1 4 (2.52%) Docker
2 3 (1.89%) Active Directory
3 1 (0.63%) Apache Flume
3 1 (0.63%) Citrix Presentation Server
3 1 (0.63%) VMware Infrastructure
Systems Management
1 5 (3.14%) Grafana
2 4 (2.52%) Ambari
2 4 (2.52%) Kibana
2 4 (2.52%) Puppet
3 2 (1.26%) Ansible
3 2 (1.26%) Opscode Chef
4 1 (0.63%) Kubernetes
4 1 (0.63%) Oracle Identity Management
4 1 (0.63%) QRadar
4 1 (0.63%) Systems Management Server (SMS)
4 1 (0.63%) Terraform
Vendors
1 18 (11.32%) Google
2 11 (6.92%) Oracle
3 9 (5.66%) Tableau
4 8 (5.03%) Cognos
5 7 (4.40%) Microsoft
6 6 (3.77%) Capita
6 6 (3.77%) IBM
6 6 (3.77%) Teradata
7 5 (3.14%) Adobe
8 4 (2.52%) Datameer
8 4 (2.52%) Splunk
9 3 (1.89%) Netezza
10 2 (1.26%) SAP
11 1 (0.63%) CA
11 1 (0.63%) Citrix
11 1 (0.63%) Informatica
11 1 (0.63%) Intel
11 1 (0.63%) McAfee
11 1 (0.63%) Perforce
11 1 (0.63%) Red Hat