Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 23 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 Analysis
Yorkshire > South Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 47 72 57
Rank change year-on-year +25 -15 -11
Contract jobs citing Data Analysis 22 13 18
As % of all contract IT jobs advertised in South Yorkshire 2.63% 1.07% 1.80%
As % of the Processes & Methodologies category 3.17% 1.33% 2.24%
Number of daily rates quoted 27 7 13
South Yorkshire median daily rate £425 £313 £475
Median daily rate % change year-on-year +36.00% -34.21% +26.67%
10th Percentile £413 £287 £235
90th Percentile £588 £437 £1,000
Yorkshire median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% -3.13%
Number of hourly rates quoted 0 2 3
South Yorkshire median hourly rate - £24.11 £10.50
Median hourly rate % change year-on-year - +129.60% -31.75%
Yorkshire median hourly rate £22.50 £31.00 £10.50
% change year-on-year -27.42% +195.24% -31.75%

Data Analysis 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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 695 975 803
As % of all contract IT jobs advertised in South Yorkshire 83.23% 80.51% 80.46%
Number of daily rates quoted 388 663 577
South Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +19.40%
10th Percentile £263 £263 £228
90th Percentile £600 £575 £550
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 12 37 49
South Yorkshire median hourly rate £23.08 £22.50 £13.88
Median hourly rate % change year-on-year +2.56% +62.16% -11.76%
10th Percentile £13.50 £12.49 £9.00
90th Percentile £46.98 £48.50 £25.00
Yorkshire median hourly rate £16.00 £14.87 £14.50
% change year-on-year +7.64% +2.52% -

Data Analysis
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Analysis in South Yorkshire

Data Analysis
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Analysis in South Yorkshire

Data Analysis
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Analysis in South Yorkshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Analysis in South Yorkshire

Data Analysis
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Analysis in South Yorkshire

Data Analysis
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Analysis within the South Yorkshire region over the 6 months to 23 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
Sheffield +33 21 £425 +39.34%
Doncaster - 1 £475 - 2
Data Analysis
Yorkshire

For the 6 months to 23 November 2017, IT contractor jobs citing Data Analysis 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 South Yorkshire region with a requirement for Data Analysis.

1 13 (59.09%) SQL
2 9 (40.91%) Data Architecture
3 8 (36.36%) Data Warehouse
3 8 (36.36%) Finance
3 8 (36.36%) Data Engineering
4 7 (31.82%) Relational Database
4 7 (31.82%) Cybersecurity
4 7 (31.82%) ETL
5 6 (27.27%) PL/SQL
5 6 (27.27%) Unix
5 6 (27.27%) Informatica
5 6 (27.27%) Shell Script
5 6 (27.27%) QA
5 6 (27.27%) Data Integration
5 6 (27.27%) Information Security
5 6 (27.27%) Data Management
5 6 (27.27%) Threat Intelligence
5 6 (27.27%) Collaborative Working
5 6 (27.27%) NoSQL
5 6 (27.27%) Continuous Improvement
5 6 (27.27%) Data Modelling
5 6 (27.27%) Data Reconciliation
5 6 (27.27%) Cyber Threat Intelligence
5 6 (27.27%) QRadar
6 5 (22.73%) Big Data
6 5 (22.73%) CSIRT
6 5 (22.73%) Agile Software Development
6 5 (22.73%) Firewall
6 5 (22.73%) Windows
6 5 (22.73%) Client/Server

Data Analysis
Co-occurring IT Skills in South 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 3 (13.64%) SAS
2 2 (9.09%) Apache Spark
3 1 (4.55%) IBM Notes
Applications
1 1 (4.55%) Microsoft Excel
1 1 (4.55%) Microsoft PowerPoint
1 1 (4.55%) MS Visio
Communications & Networking
1 5 (22.73%) Firewall
1 5 (22.73%) SMS
2 1 (4.55%) Internet
Database & Business Intelligence
1 8 (36.36%) Data Warehouse
2 7 (31.82%) Relational Database
3 6 (27.27%) NoSQL
4 5 (22.73%) Big Data
5 2 (9.09%) Apache Hive
5 2 (9.09%) HBase
5 2 (9.09%) MongoDB
5 2 (9.09%) PostgreSQL
5 2 (9.09%) SQL Server
6 1 (4.55%) BusinessObjects
6 1 (4.55%) Hadoop
6 1 (4.55%) QlikView
6 1 (4.55%) SQL Server 2008
6 1 (4.55%) SQL Server Reporting Services
General
1 8 (36.36%) Finance
2 2 (9.09%) Banking
3 1 (4.55%) Financial Institution
3 1 (4.55%) Private Banking
3 1 (4.55%) Retail Banking
Job Titles
1 8 (36.36%) Analyst
2 7 (31.82%) Data Engineer
3 6 (27.27%) Senior Data Engineer
4 3 (13.64%) Architect
4 3 (13.64%) Data Analyst
4 3 (13.64%) Data Architect
4 3 (13.64%) Incident Analyst
5 2 (9.09%) Integration Engineer
5 2 (9.09%) IT Architect
5 2 (9.09%) Senior Analyst
5 2 (9.09%) Senior Integration Engineer
5 2 (9.09%) SQL Analyst
5 2 (9.09%) SQL Data Analyst
6 1 (4.55%) Data Scientist
6 1 (4.55%) IT Security Consultant
6 1 (4.55%) Junior Data Engineer
6 1 (4.55%) SAS Data Analyst
6 1 (4.55%) Security Analyst
6 1 (4.55%) SOC Analyst
6 1 (4.55%) SQL Server Analyst
Miscellaneous
1 5 (22.73%) Client/Server
2 3 (13.64%) Analytical Skills
3 2 (9.09%) Management Information System
4 1 (4.55%) Computer Science
4 1 (4.55%) Security Operations Centre
Operating Systems
1 6 (27.27%) Unix
2 5 (22.73%) Windows
Processes & Methodologies
1 9 (40.91%) Data Architecture
2 8 (36.36%) Data Engineering
3 7 (31.82%) Cybersecurity
3 7 (31.82%) ETL
4 6 (27.27%) Collaborative Working
4 6 (27.27%) Continuous Improvement
4 6 (27.27%) Cyber Threat Intelligence
4 6 (27.27%) Data Integration
4 6 (27.27%) Data Management
4 6 (27.27%) Data Modelling
4 6 (27.27%) Data Reconciliation
4 6 (27.27%) Information Security
4 6 (27.27%) Threat Intelligence
5 5 (22.73%) Agile Software Development
6 3 (13.64%) Performance Tuning
7 2 (9.09%) Anti-Money Laundering
7 2 (9.09%) Coaching
7 2 (9.09%) Mentoring
8 1 (4.55%) Scorecard
8 1 (4.55%) Security Operations
Programming Languages
1 13 (59.09%) SQL
2 6 (27.27%) PL/SQL
2 6 (27.27%) Shell Script
3 4 (18.18%) Python
4 2 (9.09%) R
5 1 (4.55%) C++
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) SC Cleared
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 6 (27.27%) QA
2 1 (4.55%) GDPR
Systems Management
1 6 (27.27%) QRadar
2 5 (22.73%) CSIRT
Vendors
1 6 (27.27%) Informatica
2 3 (13.64%) Oracle
3 1 (4.55%) IBM
3 1 (4.55%) Lotus
3 1 (4.55%) Tableau