Period
to 18 November 2017

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 18 November 2017 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
18 Nov 2017
Same period 2016 Same period 2015
Rank 163 200 191
Rank change year-on-year +37 -9 -26
Contract jobs citing Data Analytics 23 8 25
As % of all contract IT jobs advertised in Yorkshire 0.53% 0.15% 0.40%
As % of the Processes & Methodologies category 0.63% 0.17% 0.48%
Number of daily rates quoted 16 4 52
Yorkshire median daily rate £438 £499 £300
Median daily rate % change year-on-year -12.24% +66.17% -29.41%
10th Percentile £344 £423 £263
90th Percentile £493 £665 £598
England median daily rate £480 £450 £500
% change year-on-year +6.67% -10.00% +17.65%
Number of hourly rates quoted 1 0 0
Yorkshire median hourly rate £35.00 - -
England median hourly rate £31.31 £44.00 £22.87
% change year-on-year -28.84% +92.43% -

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 3644 4610 5171
As % of all contract IT jobs advertised in Yorkshire 83.44% 84.19% 83.24%
Number of daily rates quoted 2425 3014 3558
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £535
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 94 130 177
Yorkshire median hourly rate £15.93 £14.81 £14.50
Median hourly rate % change year-on-year +7.58% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £35.07
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

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 18 November 2017.

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 18 November 2017. 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 +37 21 £438 -2.78% 2
South Yorkshire +11 1 - -
Data Analytics
England

For the 6 months to 18 November 2017, IT contractor jobs citing Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Yorkshire region with a requirement for Data Analytics.

1 23 (100.00%) Analytics
2 15 (65.22%) Information Security
3 14 (60.87%) Python
3 14 (60.87%) ETL
3 14 (60.87%) Hadoop
4 13 (56.52%) Continuous Integration
4 13 (56.52%) LAN
4 13 (56.52%) WAN
4 13 (56.52%) VPN
4 13 (56.52%) Linux
4 13 (56.52%) Shell Script
4 13 (56.52%) Disaster Recovery
4 13 (56.52%) Sqoop
4 13 (56.52%) DevOps
4 13 (56.52%) Impala
4 13 (56.52%) Apache Spark
4 13 (56.52%) Spark Streaming
4 13 (56.52%) MapReduce
4 13 (56.52%) HBase
4 13 (56.52%) Apache Hive
4 13 (56.52%) Big Data
4 13 (56.52%) Big Data Analytics
4 13 (56.52%) Kafka
4 13 (56.52%) Apache Flume
4 13 (56.52%) GitHub
5 12 (52.17%) Sensu
5 12 (52.17%) Prometheus
5 12 (52.17%) Configuration Management
5 12 (52.17%) SC Cleared
5 12 (52.17%) 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 13 (56.52%) Apache Spark
2 8 (34.78%) OpenStack
3 1 (4.35%) IBM Notes
3 1 (4.35%) SAS
Applications
1 1 (4.35%) Microsoft Excel
1 1 (4.35%) Microsoft PowerPoint
1 1 (4.35%) MS Visio
Cloud Services
1 13 (56.52%) GitHub
Communications & Networking
1 13 (56.52%) LAN
1 13 (56.52%) VPN
1 13 (56.52%) WAN
Database & Business Intelligence
1 14 (60.87%) Hadoop
2 13 (56.52%) Apache Hive
2 13 (56.52%) Big Data
2 13 (56.52%) HBase
2 13 (56.52%) Impala
2 13 (56.52%) Sqoop
3 1 (4.35%) Data Warehouse
3 1 (4.35%) Power BI
3 1 (4.35%) QlikView
3 1 (4.35%) SQL Server Analysis Services
3 1 (4.35%) SQL Server Integration Services
3 1 (4.35%) SQL Server Reporting Services
Development Applications
1 8 (34.78%) Git (software)
2 4 (17.39%) JIRA
3 2 (8.70%) Axure RP
General
1 6 (26.09%) Telecoms
2 5 (21.74%) Finance
3 4 (17.39%) Electronics
3 4 (17.39%) Manufacturing
3 4 (17.39%) Marketing
4 1 (4.35%) Banking
4 1 (4.35%) Private Banking
4 1 (4.35%) Retail
4 1 (4.35%) Retail Banking
Job Titles
1 12 (52.17%) DevOps Engineer
2 3 (13.04%) Analyst
2 3 (13.04%) Data Analyst
3 2 (8.70%) Administrator
3 2 (8.70%) Designer
3 2 (8.70%) Security Administrator
3 2 (8.70%) Senior Designer
3 2 (8.70%) Senior UX Designer
3 2 (8.70%) UX Designer
4 1 (4.35%) Business Intelligence Developer
4 1 (4.35%) Data Analytics Analyst
4 1 (4.35%) Data Business Analyst
4 1 (4.35%) Data Scientist
4 1 (4.35%) Database Manager
4 1 (4.35%) Linux/Unix DevOps
4 1 (4.35%) Security Manager
4 1 (4.35%) Senior Analyst
4 1 (4.35%) Senior SAS Analyst
4 1 (4.35%) Senior Visual Designer
4 1 (4.35%) Visual Designer
Libraries, Frameworks & Software Standards
1 13 (56.52%) Kafka
1 13 (56.52%) Spark Streaming
2 12 (52.17%) Sensu
Miscellaneous
1 2 (8.70%) User Experience
2 1 (4.35%) Algorithms
2 1 (4.35%) Analytical Skills
2 1 (4.35%) Computer Science
2 1 (4.35%) Greenfield Project
2 1 (4.35%) Management Information System
2 1 (4.35%) Social Media
Operating Systems
1 13 (56.52%) Linux
Processes & Methodologies
1 23 (100.00%) Analytics
2 15 (65.22%) Information Security
3 14 (60.87%) ETL
4 13 (56.52%) Big Data Analytics
4 13 (56.52%) Continuous Integration
4 13 (56.52%) DevOps
4 13 (56.52%) Disaster Recovery
4 13 (56.52%) MapReduce
5 12 (52.17%) Agile Software Development
5 12 (52.17%) Configuration Management
6 9 (39.13%) Open Source
7 5 (21.74%) Business Intelligence
8 4 (17.39%) Digital Marketing
8 4 (17.39%) Programme Management
9 3 (13.04%) Database Security
10 2 (8.70%) Cybersecurity
10 2 (8.70%) Product Management
10 2 (8.70%) SDLC
10 2 (8.70%) Security Architecture
10 2 (8.70%) Vulnerability Management
Programming Languages
1 14 (60.87%) Python
2 13 (56.52%) Shell Script
3 3 (13.04%) SQL
4 1 (4.35%) R
Qualifications
1 12 (52.17%) SC Cleared
1 12 (52.17%) Security Cleared
2 3 (13.04%) DV Cleared
3 1 (4.35%) Degree
3 1 (4.35%) PhD
Quality Assurance & Compliance
1 3 (13.04%) ISO/IEC 27001
System Software
1 13 (56.52%) Apache Flume
Systems Management
1 12 (52.17%) Prometheus
2 8 (34.78%) Ansible
Vendors
1 7 (30.43%) SAP
2 3 (13.04%) Oracle
3 1 (4.35%) Facebook
3 1 (4.35%) Lotus
3 1 (4.35%) Twitter