Period
to 23 April 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analytics over the 6 months to 23 April 2019 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.

Data Analytics
England > Yorkshire
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 159 166 155
Rank change year-on-year +7 -11 +34
Contract jobs citing Data Analytics 34 35 33
As % of all contract IT jobs advertised in Yorkshire 0.72% 0.73% 0.77%
As % of the Processes & Methodologies category 0.84% 0.84% 0.90%
Number of daily rates quoted 26 25 17
Yorkshire median daily rate £363 £400 £700
Median daily rate % change year-on-year -9.38% -42.86% +47.37%
England median daily rate £500 £500 £461
% change year-on-year - +8.58% -3.05%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £22.93 £23.00 £26.75
% change year-on-year -0.30% -14.02% -19.07%

Data 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 4,071 4,174 3,662
As % of all contract IT jobs advertised in Yorkshire 86.30% 86.54% 85.06%
Number of daily rates quoted 2,735 2,737 2,386
Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -
10th Percentile £269 £266 £263
90th Percentile £575 £538 £556
England median daily rate £475 £463 £445
% change year-on-year +2.70% +3.93% +4.71%
Number of hourly rates quoted 118 136 88
Yorkshire median hourly rate £18.65 £19.03 £13.75
Median hourly rate % change year-on-year -2.00% +38.40% -11.29%
10th Percentile £11.12 £10.50 £8.86
90th Percentile £37.98 £42.75 £35.52
England median hourly rate £25.00 £22.50 £25.00
% change year-on-year +11.11% -10.00% +6.38%

Data Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Analytics in Yorkshire

Data Analytics
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Analytics in Yorkshire

Data Analytics
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Analytics in Yorkshire over the 6 months to 23 April 2019.

Contractor daily rate histogram for Data Analytics in Yorkshire

Data Analytics
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Analytics in Yorkshire

Data 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 Data Analytics within the Yorkshire region over the 6 months to 23 April 2019. 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 +3 26 £375 -11.76% 3
South Yorkshire -9 7 £238 -35.59% 1
Data Analytics
England

For the 6 months to 23 April 2019, IT contractor jobs citing Data 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 Data Analytics.

1 34 (100.00%) Analytics
2 21 (61.76%) SQL
3 11 (32.35%) Business Intelligence
3 11 (32.35%) Visualisation
4 10 (29.41%) Tableau
4 10 (29.41%) Big Data
5 8 (23.53%) Data Warehouse
6 7 (20.59%) SAP
6 7 (20.59%) Finance
6 7 (20.59%) Migration
6 7 (20.59%) Hadoop
6 7 (20.59%) SQL Server Reporting Services
7 6 (17.65%) Agile Software Development
7 6 (17.65%) Computer Science
7 6 (17.65%) Information Security
7 6 (17.65%) T-SQL
8 5 (14.71%) Python
8 5 (14.71%) CRM
8 5 (14.71%) Degree
8 5 (14.71%) Data Migration
8 5 (14.71%) Data Management
8 5 (14.71%) Statistics
8 5 (14.71%) Apache Hive
8 5 (14.71%) Data Visualisation
8 5 (14.71%) Apache Spark
8 5 (14.71%) Impala
9 4 (11.76%) Power BI
9 4 (11.76%) Vulnerability Management
9 4 (11.76%) Business Analytics
9 4 (11.76%) Master Data Management

Data 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 5 (14.71%) Apache Spark
2 2 (5.88%) Confluence
2 2 (5.88%) SAS
Applications
1 4 (11.76%) Microsoft Office
2 2 (5.88%) Microsoft Excel
2 2 (5.88%) Microsoft PowerPoint
2 2 (5.88%) SPSS
2 2 (5.88%) Stata
3 1 (2.94%) Microsoft Project
3 1 (2.94%) MS Visio
Business Applications
1 2 (5.88%) SAP HCM
2 1 (2.94%) Dynamics CRM
2 1 (2.94%) WebTrends
Cloud Services
1 2 (5.88%) Amazon AWS
1 2 (5.88%) Google Cloud Platform
1 2 (5.88%) Microsoft Azure
1 2 (5.88%) SuccessFactors
2 1 (2.94%) Dynamics 365
2 1 (2.94%) IaaS
2 1 (2.94%) Office 365
2 1 (2.94%) PaaS
2 1 (2.94%) SaaS
Communications & Networking
1 2 (5.88%) Internet
Database & Business Intelligence
1 10 (29.41%) Big Data
2 8 (23.53%) Data Warehouse
3 7 (20.59%) Hadoop
3 7 (20.59%) SQL Server Reporting Services
4 5 (14.71%) Apache Hive
4 5 (14.71%) Impala
5 4 (11.76%) Power BI
5 4 (11.76%) SQL Server
6 3 (8.82%) Spotfire
6 3 (8.82%) SQL Server Analysis Services
6 3 (8.82%) SQL Server Integration Services
7 2 (5.88%) DTS
7 2 (5.88%) NoSQL
7 2 (5.88%) Qlik Sense
8 1 (2.94%) OLAP
8 1 (2.94%) OLTP
8 1 (2.94%) RDBMS
8 1 (2.94%) Relational Database
8 1 (2.94%) SQL Server 2012
8 1 (2.94%) SQL Server 2016
Development Applications
1 2 (5.88%) Git (software)
1 2 (5.88%) JIRA
2 1 (2.94%) CircleCI
2 1 (2.94%) Jenkins
2 1 (2.94%) Visual Studio
General
1 7 (20.59%) Finance
2 3 (8.82%) Banking
2 3 (8.82%) Retail
Job Titles
1 9 (26.47%) Analyst
2 6 (17.65%) Architect
2 6 (17.65%) Developer
3 5 (14.71%) Data Architect
4 4 (11.76%) Administrator
4 4 (11.76%) Business Intelligence Developer
4 4 (11.76%) Security Administrator
5 3 (8.82%) Data Manager
5 3 (8.82%) DBA
5 3 (8.82%) Python Engineer
6 2 (5.88%) Analyst Developer
6 2 (5.88%) Business Intelligence Analyst
6 2 (5.88%) Data Warehouse Manager
6 2 (5.88%) Delivery Manager
6 2 (5.88%) Digital Analyst
6 2 (5.88%) Information Analyst
6 2 (5.88%) Security Analyst
7 1 (2.94%) Performance Analyst
7 1 (2.94%) Senior Programme Manager
7 1 (2.94%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (5.88%) .NET
1 2 (5.88%) Kafka
1 2 (5.88%) MDX
1 2 (5.88%) Regular Expression
2 1 (2.94%) Anaconda
2 1 (2.94%) WPF
Miscellaneous
1 3 (8.82%) Management Information System
2 2 (5.88%) Analytical Skills
2 2 (5.88%) Taxonomies
3 1 (2.94%) Greenfield Project
3 1 (2.94%) Private Cloud
3 1 (2.94%) Reference Data
3 1 (2.94%) Self-Motivation
3 1 (2.94%) User Experience
Operating Systems
1 2 (5.88%) Linux
Processes & Methodologies
1 34 (100.00%) Analytics
2 11 (32.35%) Business Intelligence
2 11 (32.35%) Visualisation
3 7 (20.59%) Migration
4 6 (17.65%) Agile Software Development
4 6 (17.65%) Computer Science
4 6 (17.65%) Information Security
5 5 (14.71%) CRM
5 5 (14.71%) Data Management
5 5 (14.71%) Data Migration
5 5 (14.71%) Data Visualisation
5 5 (14.71%) Statistics
6 4 (11.76%) Business Analytics
6 4 (11.76%) Data Architecture
6 4 (11.76%) Data Science
6 4 (11.76%) Information Management
6 4 (11.76%) Master Data Management
6 4 (11.76%) Vulnerability Management
7 3 (8.82%) Data Integration
7 3 (8.82%) Incident Management
Programming Languages
1 21 (61.76%) SQL
2 6 (17.65%) T-SQL
3 5 (14.71%) Python
4 4 (11.76%) PL/SQL
5 3 (8.82%) Scala
6 2 (5.88%) C
6 2 (5.88%) Java
6 2 (5.88%) Shell Script
7 1 (2.94%) Bash Shell
7 1 (2.94%) C#
7 1 (2.94%) R
7 1 (2.94%) VB
Qualifications
1 5 (14.71%) Degree
2 2 (5.88%) Numerate Degree
3 1 (2.94%) CISM
3 1 (2.94%) CISSP
Quality Assurance & Compliance
1 4 (11.76%) ISO/IEC 27001
2 2 (5.88%) Data Quality
2 2 (5.88%) PMO
3 1 (2.94%) QA
System Software
1 1 (2.94%) Apache Flume
1 1 (2.94%) Docker
1 1 (2.94%) HDFS
Systems Management
1 2 (5.88%) Terraform
2 1 (2.94%) CFEngine
2 1 (2.94%) Kubernetes
2 1 (2.94%) Puppet
Vendors
1 10 (29.41%) Tableau
2 7 (20.59%) SAP
3 4 (11.76%) Microsoft
3 4 (11.76%) Oracle
4 3 (8.82%) Google
5 2 (5.88%) Intel
5 2 (5.88%) McAfee
5 2 (5.88%) Netskope
6 1 (2.94%) Adobe
6 1 (2.94%) Dataiku
6 1 (2.94%) Splunk