Period
to 15 August 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 15 August 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
15 Aug 2018
Same period 2017 Same period 2016
Rank 155 146 205
Rank change year-on-year -9 +59 +8
Contract jobs citing Data Analytics 44 39 10
As % of all contract IT jobs advertised in Yorkshire 0.89% 0.92% 0.17%
As % of the Processes & Methodologies category 1.02% 1.08% 0.20%
Number of daily rates quoted 33 25 9
Yorkshire median daily rate £425 £425 £475
Median daily rate % change year-on-year - -10.53% -40.63%
10th Percentile £222 £246 £448
90th Percentile £499 £474 £525
England median daily rate £475 £475 £450
% change year-on-year - +5.56% -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 £39.50 £20.50 £45.00
% change year-on-year +92.68% -54.44% +181.25%

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 4,309 3,602 5,022
As % of all contract IT jobs advertised in Yorkshire 87.40% 85.05% 86.59%
Number of daily rates quoted 2,904 2,365 3,402
Yorkshire median daily rate £406 £400 £400
Median daily rate % change year-on-year +1.56% - +11.11%
10th Percentile £275 £263 £275
90th Percentile £538 £550 £556
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.29%
Number of hourly rates quoted 123 91 108
Yorkshire median hourly rate £17.51 £13.86 £14.50
Median hourly rate % change year-on-year +26.33% -4.41% +1.75%
10th Percentile £11.17 £8.42 £10.20
90th Percentile £43.25 £38.50 £42.25
England median hourly rate £21.50 £23.48 £23.50
% change year-on-year -8.43% -0.09% +8.60%

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 15 August 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 15 August 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 -14 34 £438 +5.74% 5
North Yorkshire - 6 £205 -
South Yorkshire -6 4 £369 -18.06% 1
Data Analytics
England

For the 6 months to 15 August 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 44 (100.00%) Analytics
2 26 (59.09%) Agile Software Development
3 24 (54.55%) Python
4 21 (47.73%) Big Data
5 17 (38.64%) Performance Engineering
6 16 (36.36%) Riak
7 11 (25.00%) SQL
7 11 (25.00%) JavaScript
7 11 (25.00%) Business Intelligence
8 10 (22.73%) TDD
9 9 (20.45%) Data Warehouse
10 7 (15.91%) Scrum
10 7 (15.91%) Finance
11 6 (13.64%) Retail
11 6 (13.64%) NHS
11 6 (13.64%) Microsoft Excel
11 6 (13.64%) Linux
11 6 (13.64%) Amazon AWS
11 6 (13.64%) Capita
11 6 (13.64%) Acceptance Criteria
12 5 (11.36%) PMO
13 4 (9.09%) Problem-Solving
13 4 (9.09%) Customer Insight
13 4 (9.09%) User Stories
13 4 (9.09%) Cybersecurity
13 4 (9.09%) Mentoring
13 4 (9.09%) Integration Testing
13 4 (9.09%) Continuous Integration
13 4 (9.09%) SC Cleared
13 4 (9.09%) Security Cleared

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 2 (4.55%) Apache Spark
1 2 (4.55%) SAS
2 1 (2.27%) Apache
2 1 (2.27%) Elasticsearch
2 1 (2.27%) nginx
Applications
1 6 (13.64%) Microsoft Excel
Cloud Services
1 6 (13.64%) Amazon AWS
2 2 (4.55%) Amazon S3
3 1 (2.27%) Amazon EC2
3 1 (2.27%) Amazon EMR
3 1 (2.27%) Amazon Glacier
3 1 (2.27%) Cloud Computing
3 1 (2.27%) Microsoft Azure
3 1 (2.27%) Virtual Private Cloud
Communications & Networking
1 1 (2.27%) HTTP
1 1 (2.27%) Internet
1 1 (2.27%) SMS
Database & Business Intelligence
1 21 (47.73%) Big Data
2 16 (36.36%) Riak
3 9 (20.45%) Data Warehouse
4 4 (9.09%) Hadoop
5 3 (6.82%) NoSQL
6 2 (4.55%) Amazon Aurora
6 2 (4.55%) Relational Database
7 1 (2.27%) Amazon Redshift
7 1 (2.27%) Apache Cassandra
7 1 (2.27%) BusinessObjects
7 1 (2.27%) CouchDB
7 1 (2.27%) GIS
7 1 (2.27%) MongoDB
7 1 (2.27%) Pentaho
7 1 (2.27%) PostgreSQL
7 1 (2.27%) Power BI
7 1 (2.27%) RDBMS
7 1 (2.27%) Redis
7 1 (2.27%) SQL Server
7 1 (2.27%) SQL Server Integration Services
Development Applications
1 3 (6.82%) JIRA
2 1 (2.27%) Git (software)
2 1 (2.27%) Jenkins
2 1 (2.27%) Mercurial
2 1 (2.27%) Subversion
General
1 7 (15.91%) Finance
2 6 (13.64%) Retail
3 4 (9.09%) Back Office
4 2 (4.55%) Banking
Job Titles
1 22 (50.00%) Developer
2 18 (40.91%) Python Developer
3 12 (27.27%) Analyst
4 7 (15.91%) Data Analyst
5 4 (9.09%) Business Analyst
6 3 (6.82%) Big Data Developer
6 3 (6.82%) Business Intelligence Analyst
6 3 (6.82%) Business Intelligence Business Analyst
6 3 (6.82%) Consultant
6 3 (6.82%) Data Business Analyst
6 3 (6.82%) Data Warehouse Analyst
6 3 (6.82%) Data Warehouse Business Analyst
7 2 (4.55%) Big Data Consultant
7 2 (4.55%) Business Intelligence Developer
7 2 (4.55%) Data Consultant
7 2 (4.55%) Project Manager
7 2 (4.55%) Test Leader
8 1 (2.27%) JavaScript Developer
8 1 (2.27%) Manual Test Analyst
8 1 (2.27%) Test Data Analyst
Libraries, Frameworks & Software Standards
1 4 (9.09%) Web Services
2 3 (6.82%) PySpark
2 3 (6.82%) REST
3 2 (4.55%) JSON
3 2 (4.55%) Ruby on Rails
4 1 (2.27%) Natural Language Processing
4 1 (2.27%) RabbitMQ
4 1 (2.27%) Regular Expression
4 1 (2.27%) scikit-learn
4 1 (2.27%) Theano
4 1 (2.27%) XML
Miscellaneous
1 6 (13.64%) NHS
2 3 (6.82%) Analytical Skills
3 1 (2.27%) Computer Science
3 1 (2.27%) CUDA
3 1 (2.27%) Data Centre
3 1 (2.27%) Data Structures
3 1 (2.27%) GPGPU
3 1 (2.27%) Greenfield Project
3 1 (2.27%) Mainframe
3 1 (2.27%) Mobile Banking
3 1 (2.27%) Taxonomies
3 1 (2.27%) Virtual Team
Operating Systems
1 6 (13.64%) Linux
2 3 (6.82%) Unix
3 2 (4.55%) Red Hat Enterprise Linux
3 2 (4.55%) Windows
4 1 (2.27%) AIX
4 1 (2.27%) CentOS
4 1 (2.27%) HPUX
4 1 (2.27%) Mac OS X
4 1 (2.27%) Solaris
4 1 (2.27%) Windows Server
4 1 (2.27%) Windows Server 2008
Processes & Methodologies
1 44 (100.00%) Analytics
2 26 (59.09%) Agile Software Development
3 17 (38.64%) Performance Engineering
4 11 (25.00%) Business Intelligence
5 10 (22.73%) TDD
6 7 (15.91%) Scrum
7 6 (13.64%) Acceptance Criteria
8 4 (9.09%) Continuous Integration
8 4 (9.09%) Customer Insight
8 4 (9.09%) Cybersecurity
8 4 (9.09%) E-Commerce
8 4 (9.09%) Integration Testing
8 4 (9.09%) Mentoring
8 4 (9.09%) Problem-Solving
8 4 (9.09%) User Stories
8 4 (9.09%) Visualisation
9 3 (6.82%) Data Visualisation
9 3 (6.82%) Test Scripting
9 3 (6.82%) Test Strategy
9 3 (6.82%) Waterfall
Programming Languages
1 24 (54.55%) Python
2 11 (25.00%) JavaScript
2 11 (25.00%) SQL
3 2 (4.55%) Ruby
4 1 (2.27%) Java
4 1 (2.27%) Perl
4 1 (2.27%) R
4 1 (2.27%) T-SQL
Qualifications
1 4 (9.09%) SC Cleared
1 4 (9.09%) Security Cleared
2 3 (6.82%) ISTQB
3 1 (2.27%) CISSP
3 1 (2.27%) GCIA
3 1 (2.27%) GCIH
3 1 (2.27%) PhD
3 1 (2.27%) SANS
Quality Assurance & Compliance
1 5 (11.36%) PMO
2 1 (2.27%) GDPR
2 1 (2.27%) QA
System Software
1 1 (2.27%) Active Directory
Systems Management
1 1 (2.27%) Ansible
1 1 (2.27%) Opscode Chef
1 1 (2.27%) QRadar
Vendors
1 6 (13.64%) Capita
2 2 (4.55%) Microsoft
2 2 (4.55%) Splunk
3 1 (2.27%) ArcSight
3 1 (2.27%) Dataiku
3 1 (2.27%) LogRhythm
3 1 (2.27%) Oracle
3 1 (2.27%) Red Hat
3 1 (2.27%) SAP