Period
to 26 January 2020

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 January 2020 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 Jan 2020
Same period 2019 Same period 2018
Rank 60 78 76
Rank change year-on-year +18 -2 +15
Contract jobs citing Analytics 103 138 130
As % of all contract IT jobs advertised in Yorkshire 3.33% 2.85% 2.87%
As % of the Processes & Methodologies category 3.86% 3.28% 3.37%
Number of daily rates quoted 74 92 106
Yorkshire median daily rate £425 £425 £475
Median daily rate % change year-on-year - -10.53% +13.10%
10th Percentile £352 £301 £313
90th Percentile £613 £635 £638
England median daily rate £500 £500 £500
Number of hourly rates quoted 2 0 0
Yorkshire median hourly rate £28.77 - -
England median hourly rate £26.50 £34.00 £28.00
% change year-on-year -22.06% +21.43% +40.00%

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 2,668 4,211 3,853
As % of all contract IT jobs advertised in Yorkshire 86.18% 86.86% 85.13%
Number of daily rates quoted 1,766 2,861 2,526
Yorkshire median daily rate £425 £424 £400
Median daily rate % change year-on-year +0.24% +6.00% -
10th Percentile £289 £275 £259
90th Percentile £588 £575 £545
England median daily rate £475 £475 £450
% change year-on-year - +5.56% +4.65%
Number of hourly rates quoted 127 109 112
Yorkshire median hourly rate £18.00 £17.25 £16.00
Median hourly rate % change year-on-year +4.35% +7.81% +8.47%
10th Percentile £10.33 £10.40 £10.50
90th Percentile £35.00 £43.25 £41.45
England median hourly rate £22.50 £23.79 £24.00
% change year-on-year -5.43% -0.86% -

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 January 2020.

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
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 26 January 2020.

Contractor hourly rate histogram 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 January 2020. 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 +21 84 £441 +6.33% 33
North Yorkshire +7 10 £400 -11.11% 6
South Yorkshire +2 8 £406 -21.12% 8
Analytics
England

For the 6 months to 26 January 2020, 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 35 (33.98%) SQL
2 34 (33.01%) Business Intelligence
3 23 (22.33%) Data Modelling
3 23 (22.33%) Agile Software Development
3 23 (22.33%) Data Analytics
4 22 (21.36%) Analytical Skills
5 18 (17.48%) Power BI
5 18 (17.48%) Power Platform
5 18 (17.48%) Azure
6 15 (14.56%) User Acceptance Testing
6 15 (14.56%) Data Architecture
6 15 (14.56%) Public Sector
7 14 (13.59%) User Experience
7 14 (13.59%) Big Data
7 14 (13.59%) Stakeholder Management
8 13 (12.62%) Apache Spark
9 12 (11.65%) Finance
9 12 (11.65%) Scrum
9 12 (11.65%) Data Warehouse
9 12 (11.65%) Tableau
9 12 (11.65%) Visualisation
10 11 (10.68%) Hadoop
10 11 (10.68%) Python
10 11 (10.68%) Microsoft Excel
10 11 (10.68%) Java
10 11 (10.68%) Oracle
10 11 (10.68%) SEO
10 11 (10.68%) Microservices
11 10 (9.71%) Data Science
11 10 (9.71%) Problem-Solving

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 13 (12.62%) Apache Spark
2 8 (7.77%) OpenStack
3 6 (5.83%) SAS
4 5 (4.85%) SharePoint
5 4 (3.88%) Confluence
6 2 (1.94%) Adobe Experience Manager
6 2 (1.94%) Skype for Business
7 1 (0.97%) IIS
Applications
1 11 (10.68%) Microsoft Excel
2 5 (4.85%) MS Visio
3 3 (2.91%) Microsoft Office
3 3 (2.91%) Microsoft PowerPoint
3 3 (2.91%) Microsoft Project
4 1 (0.97%) Spreadsheet
Business Applications
1 6 (5.83%) Oracle CRM
2 5 (4.85%) Cognos TM1
3 2 (1.94%) SAP S/4HANA
4 1 (0.97%) Cognos Business Intelligence
4 1 (0.97%) Workday HCM
Cloud Services
1 18 (17.48%) Azure
1 18 (17.48%) Power Platform
2 10 (9.71%) AWS
3 9 (8.74%) Google Analytics
4 8 (7.77%) Amazon Kinesis
4 8 (7.77%) GCP
5 5 (4.85%) Azure Data Factory
6 4 (3.88%) Adobe Analytics
7 3 (2.91%) Google Tag Manager
8 2 (1.94%) Azure Machine Learning
8 2 (1.94%) GitHub
8 2 (1.94%) Slack
9 1 (0.97%) Azure Functions
9 1 (0.97%) npm
9 1 (0.97%) Oracle CX
9 1 (0.97%) Oracle Service Cloud
9 1 (0.97%) Serverless
9 1 (0.97%) Trello
Communications & Networking
1 3 (2.91%) SSL
2 2 (1.94%) HTTP
2 2 (1.94%) Skype
2 2 (1.94%) TCP/IP
2 2 (1.94%) WebEx
3 1 (0.97%) Firewall
3 1 (0.97%) Internet
3 1 (0.97%) Intranet
3 1 (0.97%) PuTTY
3 1 (0.97%) VPN
3 1 (0.97%) Wireshark
Database & Business Intelligence
1 18 (17.48%) Power BI
2 14 (13.59%) Big Data
3 12 (11.65%) Data Warehouse
4 11 (10.68%) Hadoop
5 9 (8.74%) Apache Hive
5 9 (8.74%) NoSQL
6 8 (7.77%) Apache Cassandra
6 8 (7.77%) Flink
6 8 (7.77%) HBase
6 8 (7.77%) MongoDB
7 6 (5.83%) Azure SQL Database
8 5 (4.85%) Electronic Patient Records
8 5 (4.85%) SQL Server
9 4 (3.88%) QlikView
9 4 (3.88%) SQL Server Integration Services
9 4 (3.88%) SQL Server Reporting Services
10 3 (2.91%) Relational Database
10 3 (2.91%) SQL Server Analysis Services
11 2 (1.94%) PostgreSQL
11 2 (1.94%) Qlik Sense
Development Applications
1 8 (7.77%) JIRA
2 4 (3.88%) Git (software)
2 4 (3.88%) Jenkins
3 3 (2.91%) Cucumber
3 3 (2.91%) Maven
3 3 (2.91%) Selenium
4 2 (1.94%) Gatling
4 2 (1.94%) JUnit
5 1 (0.97%) ERwin
5 1 (0.97%) Fiddler
5 1 (0.97%) gulp
5 1 (0.97%) Oracle Forms
5 1 (0.97%) ProC
General
1 15 (14.56%) Public Sector
2 12 (11.65%) Finance
3 3 (2.91%) Banking
4 2 (1.94%) Marketing
4 2 (1.94%) Publishing
5 1 (0.97%) Games
5 1 (0.97%) Law
5 1 (0.97%) Retail
Job Titles
1 28 (27.18%) Analyst
2 12 (11.65%) Architect
3 11 (10.68%) Administrator
4 10 (9.71%) Developer
5 9 (8.74%) Data Analyst
5 9 (8.74%) Data Architect
6 8 (7.77%) Business Analyst
7 7 (6.80%) Big Data Architect
8 6 (5.83%) Salesforce Administrator
8 6 (5.83%) Senior Analyst
8 6 (5.83%) Senior Manager
9 5 (4.85%) E-Commerce Product Owner
9 5 (4.85%) Product Owner
10 4 (3.88%) Business Intelligence Analyst
10 4 (3.88%) Data Engineer
10 4 (3.88%) Digital Analyst
10 4 (3.88%) Project Manager
10 4 (3.88%) Senior Data Analyst
10 4 (3.88%) Test Analyst
10 4 (3.88%) Test Leader
Libraries, Frameworks & Software Standards
1 8 (7.77%) Kafka
2 5 (4.85%) HTML
2 5 (4.85%) Node.js
3 4 (3.88%) CSS
3 4 (3.88%) Gherkin
3 4 (3.88%) REST
4 2 (1.94%) Ajax
4 2 (1.94%) CSS3
4 2 (1.94%) HTML5
4 2 (1.94%) J2EE
4 2 (1.94%) JSON
4 2 (1.94%) OSGi
4 2 (1.94%) Play Framework
4 2 (1.94%) Sass
4 2 (1.94%) Servlets
4 2 (1.94%) XML
5 1 (0.97%) AngularJS
5 1 (0.97%) React
5 1 (0.97%) Spring
5 1 (0.97%) Web Services
Miscellaneous
1 22 (21.36%) Analytical Skills
2 14 (13.59%) User Experience
3 9 (8.74%) NHS
4 8 (7.77%) Public Cloud
5 5 (4.85%) e-Health
5 5 (4.85%) LIMS
5 5 (4.85%) PACS
6 3 (2.91%) Management Information System
6 3 (2.91%) SCADA
7 1 (0.97%) Algorithms
7 1 (0.97%) Blog
7 1 (0.97%) Data Structures
7 1 (0.97%) Mobile App
7 1 (0.97%) Taxonomies
Operating Systems
1 1 (0.97%) Linux
1 1 (0.97%) Windows
1 1 (0.97%) Windows Server
Processes & Methodologies
1 34 (33.01%) Business Intelligence
2 23 (22.33%) Agile Software Development
2 23 (22.33%) Data Analytics
2 23 (22.33%) Data Modelling
3 15 (14.56%) Data Architecture
3 15 (14.56%) User Acceptance Testing
4 14 (13.59%) Stakeholder Management
5 12 (11.65%) Scrum
5 12 (11.65%) Visualisation
6 11 (10.68%) Microservices
6 11 (10.68%) SEO
7 10 (9.71%) Data Analysis
7 10 (9.71%) Data Science
7 10 (9.71%) Problem-Solving
7 10 (9.71%) Test Scripting
7 10 (9.71%) Web Analytics
8 9 (8.74%) Business Analysis
8 9 (8.74%) Migration
9 8 (7.77%) ETL
9 8 (7.77%) Software Engineering
Programming Languages
1 35 (33.98%) SQL
2 11 (10.68%) Java
2 11 (10.68%) Python
3 10 (9.71%) Scala
4 9 (8.74%) Bash Shell
5 8 (7.77%) Go
5 8 (7.77%) Kotlin
5 8 (7.77%) Perl
6 4 (3.88%) JavaScript
7 2 (1.94%) VB
8 1 (0.97%) C#
8 1 (0.97%) PHP
8 1 (0.97%) PL/SQL
8 1 (0.97%) Shell Script
8 1 (0.97%) T-SQL
8 1 (0.97%) TypeScript
8 1 (0.97%) VBA
Qualifications
1 7 (6.80%) Degree
2 5 (4.85%) ISEB
3 3 (2.91%) RIBA
4 2 (1.94%) BPSS Clearance
4 2 (1.94%) SC Cleared
4 2 (1.94%) Security Cleared
5 1 (0.97%) DBS Check
5 1 (0.97%) ISTQB
5 1 (0.97%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 7 (6.80%) Data Quality
2 6 (5.83%) GDPR
2 6 (5.83%) QA
3 5 (4.85%) HL7
4 3 (2.91%) WCAG
5 1 (0.97%) PMO
System Software
1 8 (7.77%) HDFS
2 1 (0.97%) Docker
Systems Management
1 9 (8.74%) Kubernetes
2 8 (7.77%) Hadoop YARN
3 3 (2.91%) HP Quality Center
4 2 (1.94%) Grafana
4 2 (1.94%) Kibana
Vendors
1 12 (11.65%) Tableau
2 11 (10.68%) Oracle
3 10 (9.71%) Salesforce.com
4 9 (8.74%) Google
5 7 (6.80%) IBM
6 6 (5.83%) Cognos
7 4 (3.88%) Adobe
8 3 (2.91%) Databricks
8 3 (2.91%) HP
8 3 (2.91%) Informatica
8 3 (2.91%) Microsoft
9 2 (1.94%) Cloudera
9 2 (1.94%) SAP
9 2 (1.94%) Splunk
9 2 (1.94%) Tealium
10 1 (0.97%) Remedy
10 1 (0.97%) Workday