Period
to 19 June 2018

The following table provides summary statistics for contract job vacancies advertised in 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 19 June 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 Analysis
England > Yorkshire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 120 136 115
Rank change year-on-year +16 -21 -25
Contract jobs citing Data Analysis 83 46 93
As % of all contract IT jobs advertised in Yorkshire 1.71% 1.11% 1.67%
As % of the Processes & Methodologies category 1.98% 1.31% 1.97%
Number of daily rates quoted 50 29 72
Yorkshire median daily rate £347 £413 £376
Median daily rate % change year-on-year -16.00% +9.63% +15.77%
10th Percentile £225 £204 £301
90th Percentile £451 £483 £474
England median daily rate £450 £441 £400
% change year-on-year +2.16% +10.13% -
Number of hourly rates quoted 10 2 2
Yorkshire median hourly rate £24.92 £20.97 £15.75
Median hourly rate % change year-on-year +18.81% +33.14% -89.50%
10th Percentile £18.65 £20.97 £14.88
90th Percentile £35.00 £20.97 £16.63
England median hourly rate £25.00 £19.66 £20.31
% change year-on-year +27.16% -3.21% -1.44%

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 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 4,201 3,505 4,712
As % of all contract IT jobs advertised in Yorkshire 86.49% 84.38% 84.70%
Number of daily rates quoted 2,774 2,258 3,211
Yorkshire median daily rate £400 £400 £400
10th Percentile £269 £269 £275
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 119 89 106
Yorkshire median hourly rate £20.61 £13.00 £15.75
Median hourly rate % change year-on-year +58.54% -17.46% -5.80%
10th Percentile £10.60 £8.88 £10.20
90th Percentile £44.60 £35.09 £39.38
England median hourly rate £22.00 £25.00 £25.00
% change year-on-year -12.00% - +19.05%

Data Analysis
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Analysis in Yorkshire

Data Analysis
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Analysis in Yorkshire

Data Analysis
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Analysis in Yorkshire over the 6 months to 19 June 2018.

Contractor daily rate histogram for Data Analysis in Yorkshire

Data Analysis
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Analysis in Yorkshire

Data Analysis
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Data Analysis in Yorkshire over the 6 months to 19 June 2018.

Contractor hourly rate histogram for Data Analysis in Yorkshire

Data Analysis
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 Analysis within the Yorkshire region over the 6 months to 19 June 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 41 £375 -9.91% 9
South Yorkshire +18 32 £325 +43.49% 1
North Yorkshire - 4 £225 - 3
Humberside - 2 £240 -
East Yorkshire - 2 - - 1
Data Analysis
England

For the 6 months to 19 June 2018, IT contractor jobs citing Data Analysis 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 Analysis.

1 27 (32.53%) Finance
2 26 (31.33%) SQL
3 21 (25.30%) Agile Software Development
3 21 (25.30%) Microsoft Excel
4 19 (22.89%) Business Intelligence
5 18 (21.69%) Microsoft
5 18 (21.69%) Data Modelling
6 17 (20.48%) ETL
7 16 (19.28%) Stakeholder Management
7 16 (19.28%) Data Quality
8 15 (18.07%) Business Analysis
9 14 (16.87%) SAS
9 14 (16.87%) Oracle
9 14 (16.87%) Analytics
9 14 (16.87%) Analytical Skills
10 13 (15.66%) SQL Server
10 13 (15.66%) Degree
10 13 (15.66%) Banking
10 13 (15.66%) Migration
11 12 (14.46%) Data Management
11 12 (14.46%) ITIL
12 11 (13.25%) NHS
12 11 (13.25%) Power BI
13 10 (12.05%) SLA
13 10 (12.05%) Service Design
14 9 (10.84%) SQL Server Integration Services
14 9 (10.84%) Software Engineering
14 9 (10.84%) User Experience
14 9 (10.84%) Dashboard Development
14 9 (10.84%) Hadoop

Data Analysis
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 14 (16.87%) SAS
2 8 (9.64%) Apache Pig
3 5 (6.02%) Apache Spark
3 5 (6.02%) MS Exchange
4 4 (4.82%) Elasticsearch
5 2 (2.41%) SharePoint
6 1 (1.20%) Confluence
Applications
1 21 (25.30%) Microsoft Excel
2 3 (3.61%) Microsoft Office
2 3 (3.61%) Spreadsheet
3 2 (2.41%) Microsoft PowerPoint
4 1 (1.20%) MS Visio
Business Applications
1 2 (2.41%) BPCS
1 2 (2.41%) Dynamics AX
1 2 (2.41%) Movex
2 1 (1.20%) OPENHousing
Cloud Services
1 4 (4.82%) Amazon AWS
1 4 (4.82%) AWS CloudFormation
1 4 (4.82%) CloudFront
1 4 (4.82%) Google Analytics
2 1 (1.20%) Slack
2 1 (1.20%) Trello
Communications & Networking
1 6 (7.23%) SMS
2 2 (2.41%) Firewall
3 1 (1.20%) Internet
Database & Business Intelligence
1 13 (15.66%) SQL Server
2 11 (13.25%) Power BI
3 9 (10.84%) Apache Hive
3 9 (10.84%) Hadoop
3 9 (10.84%) SQL Server Integration Services
4 7 (8.43%) Big Data
4 7 (8.43%) BusinessObjects
4 7 (8.43%) MySQL
5 6 (7.23%) Relational Database
6 5 (6.02%) HBase
6 5 (6.02%) MongoDB
6 5 (6.02%) QlikView
7 4 (4.82%) Apache Cassandra
8 3 (3.61%) Data Warehouse
8 3 (3.61%) MS Access
8 3 (3.61%) Oracle Reports
9 2 (2.41%) SAS Visual Analytics
9 2 (2.41%) SQL Server Reporting Services
10 1 (1.20%) PostgreSQL
10 1 (1.20%) SAS EBI
Development Applications
1 1 (1.20%) JIRA
General
1 27 (32.53%) Finance
2 13 (15.66%) Banking
3 5 (6.02%) Retail Banking
4 4 (4.82%) Private Banking
5 2 (2.41%) Manufacturing
6 1 (1.20%) Billing
6 1 (1.20%) Legal
6 1 (1.20%) Marketing
6 1 (1.20%) Retail
Job Titles
1 53 (63.86%) Analyst
2 22 (26.51%) Data Analyst
3 10 (12.05%) Business Analyst
4 8 (9.64%) Business Intelligence Analyst
5 7 (8.43%) Report Analyst
6 6 (7.23%) Service Analyst
7 5 (6.02%) Agile Delivery Manager
7 5 (6.02%) Data Business Analyst
7 5 (6.02%) Delivery Manager
7 5 (6.02%) Developer
7 5 (6.02%) SQL Analyst
7 5 (6.02%) Systems Engineer
8 3 (3.61%) Agile Coach
8 3 (3.61%) Business Intelligence Lead
8 3 (3.61%) Data Scientist
8 3 (3.61%) Junior
8 3 (3.61%) Junior Analyst
8 3 (3.61%) Software Engineer
9 2 (2.41%) Security Analyst
9 2 (2.41%) Senior Manager
Libraries, Frameworks & Software Standards
1 4 (4.82%) jQuery
1 4 (4.82%) RESTful
2 1 (1.20%) Middleware
2 1 (1.20%) Oracle GoldenGate
Miscellaneous
1 14 (16.87%) Analytical Skills
2 11 (13.25%) NHS
3 9 (10.84%) User Experience
4 8 (9.64%) Management Information System
5 4 (4.82%) Computer Science
5 4 (4.82%) Data Structures
5 4 (4.82%) Greenfield Project
5 4 (4.82%) Virtual Team
6 2 (2.41%) Client/Server
7 1 (1.20%) Minimum Viable Product
7 1 (1.20%) Mobile App
7 1 (1.20%) Replication
7 1 (1.20%) Security Operations Centre
7 1 (1.20%) Self-Motivation
Operating Systems
1 6 (7.23%) Windows
2 5 (6.02%) Unix
3 1 (1.20%) Android
3 1 (1.20%) Apple iOS
Processes & Methodologies
1 21 (25.30%) Agile Software Development
2 19 (22.89%) Business Intelligence
3 18 (21.69%) Data Modelling
4 17 (20.48%) ETL
5 16 (19.28%) Stakeholder Management
6 15 (18.07%) Business Analysis
7 14 (16.87%) Analytics
8 13 (15.66%) Migration
9 12 (14.46%) Data Management
9 12 (14.46%) ITIL
10 10 (12.05%) Service Design
11 9 (10.84%) Dashboard Development
11 9 (10.84%) Performance Management
11 9 (10.84%) Software Engineering
12 8 (9.64%) Data Extraction
13 7 (8.43%) ITIL V3
13 7 (8.43%) ITSM
13 7 (8.43%) Machine Learning
13 7 (8.43%) Waterfall
14 6 (7.23%) Incident Management
Programming Languages
1 26 (31.33%) SQL
2 5 (6.02%) PL/SQL
2 5 (6.02%) PowerShell
3 4 (4.82%) Java
3 4 (4.82%) JavaScript
3 4 (4.82%) PHP
3 4 (4.82%) Python
3 4 (4.82%) Scala
3 4 (4.82%) VBA
4 3 (3.61%) C
5 2 (2.41%) R
5 2 (2.41%) Shell Script
5 2 (2.41%) T-SQL
6 1 (1.20%) C++
6 1 (1.20%) MATLAB
Qualifications
1 13 (15.66%) Degree
2 3 (3.61%) Security Cleared
3 2 (2.41%) BPSS Clearance
3 2 (2.41%) SC Cleared
4 1 (1.20%) Master's Degree
4 1 (1.20%) PhD
Quality Assurance & Compliance
1 16 (19.28%) Data Quality
2 10 (12.05%) SLA
3 3 (3.61%) GDPR
3 3 (3.61%) QA
System Software
1 8 (9.64%) Active Directory
Systems Management
1 4 (4.82%) Ambari
1 4 (4.82%) Ansible
1 4 (4.82%) Opscode Chef
1 4 (4.82%) Puppet
2 3 (3.61%) QRadar
3 2 (2.41%) Systems Management Server (SMS)
Vendors
1 18 (21.69%) Microsoft
2 14 (16.87%) Oracle
3 7 (8.43%) SAP
4 5 (6.02%) HP
5 4 (4.82%) Cadence
5 4 (4.82%) Google
5 4 (4.82%) Tableau
6 3 (3.61%) Capita
6 3 (3.61%) Informatica
7 2 (2.41%) Cognos
7 2 (2.41%) Embarcadero
7 2 (2.41%) IBM
7 2 (2.41%) Remedy
7 2 (2.41%) Teradata
8 1 (1.20%) Cloudera
8 1 (1.20%) Datameer
8 1 (1.20%) Hortonworks
8 1 (1.20%) Xamarin