Period
to 13 December 2018

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 13 December 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.

Data Analytics
England > Yorkshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 161 158 189
Rank change year-on-year -3 +31 +15
Contract jobs citing Data Analytics 30 25 13
As % of all contract IT jobs advertised in Yorkshire 0.60% 0.56% 0.24%
As % of the Processes & Methodologies category 0.69% 0.66% 0.29%
Number of daily rates quoted 21 15 5
Yorkshire median daily rate £400 £438 £425
Median daily rate % change year-on-year -8.57% +2.94% +41.67%
10th Percentile £288 £295 £400
90th Percentile £575 £497 £634
England median daily rate £500 £488 £450
% change year-on-year +2.56% +8.33% -10.00%
Number of hourly rates quoted 1 1 0
Yorkshire median hourly rate £16.00 £35.00 -
Median hourly rate % change year-on-year -54.29% - -
England median hourly rate £22.72 £33.16 £43.00
% change year-on-year -31.49% -22.90% +88.06%

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 4,344 3,809 4,553
As % of all contract IT jobs advertised in Yorkshire 87.00% 85.50% 85.53%
Number of daily rates quoted 2,949 2,522 2,950
Yorkshire median daily rate £413 £405 £400
Median daily rate % change year-on-year +1.85% +1.25% +6.67%
10th Percentile £281 £261 £260
90th Percentile £556 £550 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 119 100 142
Yorkshire median hourly rate £17.00 £16.00 £14.53
Median hourly rate % change year-on-year +6.25% +10.10% +0.22%
10th Percentile £10.70 £10.50 £10.52
90th Percentile £41.50 £40.00 £34.83
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

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 13 December 2018.

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 13 December 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 -7 27 £400 -8.57% 15
North Yorkshire - 2 £550 - 3
South Yorkshire -11 1 £363 - 2
Data Analytics
England

For the 6 months to 13 December 2018, 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 30 (100.00%) Analytics
2 14 (46.67%) SQL
3 8 (26.67%) Finance
3 8 (26.67%) Microsoft
4 7 (23.33%) Workflow
4 7 (23.33%) Information Security
4 7 (23.33%) Big Data
4 7 (23.33%) Regular Expression
4 7 (23.33%) Incident Management
4 7 (23.33%) Hadoop
4 7 (23.33%) Data Loss Prevention
5 6 (20.00%) Workflow Analysis
5 6 (20.00%) Data Science
5 6 (20.00%) Workflow Management
5 6 (20.00%) Agile Software Development
5 6 (20.00%) Business Intelligence
5 6 (20.00%) Oracle
6 5 (16.67%) SAP
6 5 (16.67%) Intel
6 5 (16.67%) McAfee
6 5 (16.67%) Configuration Management
6 5 (16.67%) Python
6 5 (16.67%) Netskope
6 5 (16.67%) Apache Spark
7 4 (13.33%) Data Strategy
7 4 (13.33%) Data Modelling
7 4 (13.33%) ISO/IEC 27001
8 3 (10.00%) Taxonomies
8 3 (10.00%) Data Architecture
8 3 (10.00%) Amazon AWS

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 (16.67%) Apache Spark
2 2 (6.67%) SAS
3 1 (3.33%) Apache
3 1 (3.33%) Elasticsearch
3 1 (3.33%) nginx
Applications
1 2 (6.67%) Microsoft Excel
Cloud Services
1 3 (10.00%) Amazon AWS
2 2 (6.67%) Cloud Computing
2 2 (6.67%) Microsoft Azure
3 1 (3.33%) Amazon EC2
3 1 (3.33%) Amazon EMR
3 1 (3.33%) Amazon Glacier
3 1 (3.33%) Amazon S3
3 1 (3.33%) Virtual Private Cloud
Communications & Networking
1 1 (3.33%) Internet
Database & Business Intelligence
1 7 (23.33%) Big Data
1 7 (23.33%) Hadoop
2 3 (10.00%) NoSQL
3 2 (6.67%) Power BI
3 2 (6.67%) Relational Database
3 2 (6.67%) SQL Server
4 1 (3.33%) Amazon Aurora
4 1 (3.33%) Amazon Redshift
4 1 (3.33%) Apache Cassandra
4 1 (3.33%) Apache Hive
4 1 (3.33%) CouchDB
4 1 (3.33%) Data Warehouse
4 1 (3.33%) GIS
4 1 (3.33%) Impala
4 1 (3.33%) MongoDB
4 1 (3.33%) PostgreSQL
4 1 (3.33%) RDBMS
4 1 (3.33%) Redis
4 1 (3.33%) SQL Server Integration Services
4 1 (3.33%) SQL Server Reporting Services
Development Applications
1 1 (3.33%) Git (software)
1 1 (3.33%) Jenkins
1 1 (3.33%) Mercurial
1 1 (3.33%) Subversion
General
1 8 (26.67%) Finance
2 2 (6.67%) Banking
3 1 (3.33%) Pharmaceutical
3 1 (3.33%) Retail
Job Titles
1 11 (36.67%) Analyst
2 4 (13.33%) Architect
2 4 (13.33%) Data Analyst
2 4 (13.33%) Information Analyst
3 3 (10.00%) Administrator
3 3 (10.00%) Data Architect
3 3 (10.00%) DBA
3 3 (10.00%) Developer
3 3 (10.00%) Security Administrator
4 2 (6.67%) Data Manager
4 2 (6.67%) Data Scientist
4 2 (6.67%) Head of Management Information
4 2 (6.67%) Project Manager
4 2 (6.67%) Security Analyst
5 1 (3.33%) AWS Engineer
5 1 (3.33%) Cloud Engineer
5 1 (3.33%) Machine Learning Scientist
5 1 (3.33%) Power BI Developer
5 1 (3.33%) Senior Data Scientist
5 1 (3.33%) Splunk Consultant
Libraries, Frameworks & Software Standards
1 7 (23.33%) Regular Expression
2 2 (6.67%) Natural Language Processing
2 2 (6.67%) scikit-learn
2 2 (6.67%) Theano
3 1 (3.33%) .NET
3 1 (3.33%) JSON
3 1 (3.33%) Kafka
3 1 (3.33%) RabbitMQ
3 1 (3.33%) Web Services
3 1 (3.33%) WPF
3 1 (3.33%) XML
Miscellaneous
1 3 (10.00%) Taxonomies
2 2 (6.67%) Analytical Skills
2 2 (6.67%) CUDA
2 2 (6.67%) GPGPU
2 2 (6.67%) Management Information System
2 2 (6.67%) Virtual Team
3 1 (3.33%) Client/Server
3 1 (3.33%) Data Centre
3 1 (3.33%) Greenfield Project
3 1 (3.33%) Hedge funds
3 1 (3.33%) Mainframe
3 1 (3.33%) Mobile Banking
3 1 (3.33%) NHS
Operating Systems
1 2 (6.67%) Linux
1 2 (6.67%) Red Hat Enterprise Linux
2 1 (3.33%) AIX
2 1 (3.33%) CentOS
2 1 (3.33%) HPUX
2 1 (3.33%) Solaris
2 1 (3.33%) Unix
2 1 (3.33%) Windows
2 1 (3.33%) Windows Server
2 1 (3.33%) Windows Server 2008
Processes & Methodologies
1 30 (100.00%) Analytics
2 7 (23.33%) Data Loss Prevention
2 7 (23.33%) Incident Management
2 7 (23.33%) Information Security
2 7 (23.33%) Workflow
3 6 (20.00%) Agile Software Development
3 6 (20.00%) Business Intelligence
3 6 (20.00%) Data Science
3 6 (20.00%) Workflow Analysis
3 6 (20.00%) Workflow Management
4 5 (16.67%) Configuration Management
5 4 (13.33%) Data Modelling
5 4 (13.33%) Data Strategy
6 3 (10.00%) Big Data Analytics
6 3 (10.00%) Cybersecurity
6 3 (10.00%) Data Architecture
6 3 (10.00%) Data-Driven Decision Making
6 3 (10.00%) DevOps
6 3 (10.00%) Machine Learning
6 3 (10.00%) Mathematics
Programming Languages
1 14 (46.67%) SQL
2 5 (16.67%) Python
3 2 (6.67%) R
4 1 (3.33%) Java
4 1 (3.33%) JavaScript
4 1 (3.33%) Perl
4 1 (3.33%) T-SQL
Qualifications
1 2 (6.67%) PhD
2 1 (3.33%) CISSP
2 1 (3.33%) Degree
2 1 (3.33%) GCIA
2 1 (3.33%) GCIH
2 1 (3.33%) SANS
2 1 (3.33%) SC Cleared
2 1 (3.33%) Security Cleared
Quality Assurance & Compliance
1 4 (13.33%) ISO/IEC 27001
2 1 (3.33%) Data Quality
2 1 (3.33%) QA
System Software
1 1 (3.33%) Apache Flume
1 1 (3.33%) HDFS
Systems Management
1 1 (3.33%) Ansible
1 1 (3.33%) Oozie
1 1 (3.33%) Opscode Chef
1 1 (3.33%) QRadar
Vendors
1 8 (26.67%) Microsoft
2 6 (20.00%) Oracle
3 5 (16.67%) Intel
3 5 (16.67%) McAfee
3 5 (16.67%) Netskope
3 5 (16.67%) SAP
4 2 (6.67%) Dataiku
4 2 (6.67%) Splunk
5 1 (3.33%) ArcSight
5 1 (3.33%) LogRhythm
5 1 (3.33%) Red Hat