Period
to 18 September 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 18 September 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
18 Sep 2020
Same period 2019 Same period 2018
Rank 47 41 74
Rank change year-on-year -6 +33 -3
Contract jobs citing Analytics 43 179 150
As % of all contract jobs advertised in Yorkshire 4.12% 4.43% 2.99%
As % of the Processes & Methodologies category 4.80% 5.15% 3.39%
Number of daily rates quoted 33 126 107
Median daily rate £425 £425 £425
10th Percentile £306 £325 £263
90th Percentile £588 £550 £557
England median daily rate £500 £500 £490
% change year-on-year - +2.04% -0.81%
Number of hourly rates quoted 0 2 2
Median hourly rate - £25.00 £18.00
Median hourly rate % change year-on-year - +38.89% -48.57%
England median hourly rate £31.75 £30.00 £34.00
% change year-on-year +5.83% -11.76% +17.24%

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 896 3,474 4,429
As % of all contract IT jobs advertised in Yorkshire 85.82% 85.95% 88.14%
Number of daily rates quoted 551 2,288 2,969
Median daily rate £432 £425 £413
Median daily rate % change year-on-year +1.65% +3.03% +3.13%
10th Percentile £281 £263 £281
90th Percentile £588 £569 £550
England median daily rate £475 £475 £465
% change year-on-year - +2.15% +3.33%
Number of hourly rates quoted 57 146 118
Median hourly rate £21.50 £16.61 £17.41
Median hourly rate % change year-on-year +29.48% -4.62% +22.61%
10th Percentile £13.05 £11.17 £10.75
90th Percentile £35.00 £35.75 £41.76
Median hourly rate £35.00 £25.00 £20.72
% change year-on-year +40.00% +20.66% -11.32%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Analytics in Yorkshire.

Daily rate trend for Analytics in Yorkshire

Analytics
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Analytics in Yorkshire over the 6 months to 18 September 2020.

Daily rate histogram for Analytics in Yorkshire

Analytics
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Analytics in Yorkshire.

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 18 September 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 31 £425 - 9
North Yorkshire -3 7 £388 -8.82% 2
South Yorkshire -3 5 £321 -35.75% 5
Analytics
England

For the 6 months to 18 September 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 19 (44.19%) Agile Software Development
2 8 (18.60%) Google
3 7 (16.28%) Azure
4 6 (13.95%) Google Analytics
4 6 (13.95%) Python
4 6 (13.95%) Decision-Making
5 5 (11.63%) Power Platform
5 5 (11.63%) JavaScript
5 5 (11.63%) Power BI
6 4 (9.30%) Digital Analytics
6 4 (9.30%) Quantitative Research
6 4 (9.30%) Qualitative Research
6 4 (9.30%) DevOps
6 4 (9.30%) User Experience
6 4 (9.30%) HTML
6 4 (9.30%) SQL
6 4 (9.30%) CSS
6 4 (9.30%) Linux
6 4 (9.30%) Data Modelling
6 4 (9.30%) ETL
6 4 (9.30%) Business Intelligence
6 4 (9.30%) Microsoft
6 4 (9.30%) Adobe
6 4 (9.30%) Workflow
6 4 (9.30%) Visualisation
6 4 (9.30%) Continuous Integration
6 4 (9.30%) Git (software)
6 4 (9.30%) User-Centered Design (UCD)
7 3 (6.98%) Requirements Gathering
7 3 (6.98%) Test Automation

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 2 (4.65%) Apache
1 2 (4.65%) Apache Spark
2 1 (2.33%) Elasticsearch
Applications
1 1 (2.33%) Adobe Creative Suite
1 1 (2.33%) Figma
1 1 (2.33%) Microsoft Office
1 1 (2.33%) Sketch
Business Applications
1 1 (2.33%) Dynamics GP
Cloud Services
1 7 (16.28%) Azure
2 6 (13.95%) Google Analytics
3 5 (11.63%) Power Platform
4 3 (6.98%) Adobe Analytics
5 2 (4.65%) Apigee
5 2 (4.65%) AWS
5 2 (4.65%) Dynamics 365
5 2 (4.65%) GCP
6 1 (2.33%) Amazon EC2
6 1 (2.33%) Amazon EKS
6 1 (2.33%) Amazon Kinesis
6 1 (2.33%) AWS CloudFormation
6 1 (2.33%) AWS Lambda
6 1 (2.33%) Azure ExpressRoute
6 1 (2.33%) Azure Stack
6 1 (2.33%) BrowserStack
6 1 (2.33%) Power Automate
6 1 (2.33%) PowerApps
6 1 (2.33%) Serverless
6 1 (2.33%) Virtual Private Cloud
Communications & Networking
1 3 (6.98%) Firewall
1 3 (6.98%) Junos
1 3 (6.98%) Network Security
2 2 (4.65%) DNS
3 1 (2.33%) HTTP
3 1 (2.33%) Internet
3 1 (2.33%) Intrusion Detection
3 1 (2.33%) Reverse Proxy
3 1 (2.33%) SSL
3 1 (2.33%) TCP/IP
Database & Business Intelligence
1 5 (11.63%) Power BI
2 3 (6.98%) Data Warehouse
2 3 (6.98%) SQL Server
3 2 (4.65%) Azure SQL Database
3 2 (4.65%) Big Data
3 2 (4.65%) SQL Server Analysis Services
3 2 (4.65%) SQL Server Integration Services
4 1 (2.33%) Amazon DynamoDB
4 1 (2.33%) Amazon RDS
4 1 (2.33%) Apache Cassandra
4 1 (2.33%) Apache Hive
4 1 (2.33%) BigQuery
4 1 (2.33%) Data Mining
4 1 (2.33%) Hadoop
4 1 (2.33%) HBase
4 1 (2.33%) Impala
4 1 (2.33%) Microsoft Analysis Services
4 1 (2.33%) MySQL
4 1 (2.33%) NoSQL
4 1 (2.33%) Sqoop
Development Applications
1 4 (9.30%) Git (software)
2 2 (4.65%) Jenkins
3 1 (2.33%) Cucumber
3 1 (2.33%) Gatling
3 1 (2.33%) GitLab
3 1 (2.33%) GoCD
3 1 (2.33%) JIRA
3 1 (2.33%) JUnit
3 1 (2.33%) Selenium
3 1 (2.33%) SpecFlow
General
1 3 (6.98%) Legal
2 2 (4.65%) Finance
2 2 (4.65%) Public Sector
2 2 (4.65%) Telecoms
3 1 (2.33%) Games
3 1 (2.33%) Marketing
Job Titles
1 8 (18.60%) Developer
1 8 (18.60%) User Researcher
2 5 (11.63%) Digital User Researcher
3 4 (9.30%) Consultant
3 4 (9.30%) Data Engineer
4 3 (6.98%) Administrator
4 3 (6.98%) Cloud Engineer
4 3 (6.98%) Designer
4 3 (6.98%) Power BI Developer
5 2 (4.65%) Analyst
5 2 (4.65%) Content Designer
5 2 (4.65%) Juniper Consultant
5 2 (4.65%) Juniper Engineer
5 2 (4.65%) SEO Consultant
5 2 (4.65%) Tableau Developer
5 2 (4.65%) Technical Consultant
5 2 (4.65%) Technical Engineer
6 1 (2.33%) Product Manager
6 1 (2.33%) Security Specialist
6 1 (2.33%) Telecoms Engineer
Libraries, Frameworks & Software Standards
1 4 (9.30%) CSS
1 4 (9.30%) HTML
2 2 (4.65%) Elastic Stack
2 2 (4.65%) Kafka
2 2 (4.65%) OAuth
2 2 (4.65%) OAuth2
2 2 (4.65%) PySpark
2 2 (4.65%) REST
2 2 (4.65%) RESTful
2 2 (4.65%) SAML
2 2 (4.65%) XML
3 1 (2.33%) AngularJS
3 1 (2.33%) ASP.NET MVC
3 1 (2.33%) ASP.NET Web API
3 1 (2.33%) CSS3
3 1 (2.33%) Gherkin
3 1 (2.33%) HTML5
3 1 (2.33%) Node.js
3 1 (2.33%) Play Framework
3 1 (2.33%) Sass
Miscellaneous
1 4 (9.30%) User Experience
2 3 (6.98%) Analytical Skills
2 3 (6.98%) Data Structures
2 3 (6.98%) NHS
2 3 (6.98%) Private Cloud
3 1 (2.33%) Blog
3 1 (2.33%) Cloud Native
3 1 (2.33%) Data Centre
3 1 (2.33%) Distributed Denial-of-Service
3 1 (2.33%) Self-Motivation
3 1 (2.33%) Virtual Team
Operating Systems
1 4 (9.30%) Linux
2 3 (6.98%) Windows
Processes & Methodologies
1 19 (44.19%) Agile Software Development
2 6 (13.95%) Decision-Making
3 4 (9.30%) Business Intelligence
3 4 (9.30%) Continuous Integration
3 4 (9.30%) Data Modelling
3 4 (9.30%) DevOps
3 4 (9.30%) Digital Analytics
3 4 (9.30%) ETL
3 4 (9.30%) Qualitative Research
3 4 (9.30%) Quantitative Research
3 4 (9.30%) User-Centered Design (UCD)
3 4 (9.30%) Visualisation
3 4 (9.30%) Workflow
4 3 (6.98%) Coaching
4 3 (6.98%) Data Visualisation
4 3 (6.98%) Microservices
4 3 (6.98%) Performance Analysis
4 3 (6.98%) Service Design
4 3 (6.98%) Stakeholder Management
4 3 (6.98%) User Stories
Programming Languages
1 6 (13.95%) Python
2 5 (11.63%) JavaScript
3 4 (9.30%) SQL
4 2 (4.65%) Data Analysis Expressions (DAX)
4 2 (4.65%) Java
4 2 (4.65%) Scala
5 1 (2.33%) C#
5 1 (2.33%) PHP
5 1 (2.33%) PowerShell
5 1 (2.33%) R
Qualifications
1 2 (4.65%) CCNP
1 2 (4.65%) Cisco Certification
1 2 (4.65%) CISSP
1 2 (4.65%) SC Cleared
1 2 (4.65%) Security Cleared
2 1 (2.33%) CCNA
2 1 (2.33%) CCSP
2 1 (2.33%) CEH
2 1 (2.33%) CISMP
2 1 (2.33%) Computer Science Degree
2 1 (2.33%) CREST Certified
2 1 (2.33%) Degree
Quality Assurance & Compliance
1 1 (2.33%) GDPR
1 1 (2.33%) WCAG
System Software
1 1 (2.33%) Apache ZooKeeper
1 1 (2.33%) Docker
1 1 (2.33%) HDFS
1 1 (2.33%) VMware Infrastructure
Systems Management
1 3 (6.98%) Puppet
1 3 (6.98%) Terraform
2 2 (4.65%) Ansible
2 2 (4.65%) Grafana
2 2 (4.65%) Kubernetes
2 2 (4.65%) Opscode Chef
3 1 (2.33%) CSIRT
3 1 (2.33%) Graphite
3 1 (2.33%) Kibana
3 1 (2.33%) Mesos
3 1 (2.33%) Prometheus
3 1 (2.33%) QRadar
Vendors
1 8 (18.60%) Google
2 4 (9.30%) Adobe
2 4 (9.30%) Microsoft
3 3 (6.98%) Juniper
3 3 (6.98%) Splunk
3 3 (6.98%) VMware
4 2 (4.65%) Alteryx
4 2 (4.65%) Databricks
4 2 (4.65%) Fortinet
4 2 (4.65%) Tableau
5 1 (2.33%) CheckPoint
5 1 (2.33%) Confluent
5 1 (2.33%) Dynatrace
5 1 (2.33%) Forcepoint
5 1 (2.33%) MuleSoft
5 1 (2.33%) Palo Alto
5 1 (2.33%) Salesforce.com
5 1 (2.33%) YouTube