Period
to 23 February 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 23 February 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
23 Feb 2018
Same period 2017 Same period 2016
Rank 108 115 117
Rank change year-on-year +7 +2 +11
Contract jobs citing Data Analysis 77 70 102
As % of all contract IT jobs advertised in Yorkshire 1.66% 1.51% 1.73%
As % of the Processes & Methodologies category 1.98% 1.81% 2.06%
Number of daily rates quoted 55 52 87
Yorkshire median daily rate £400 £400 £363
Median daily rate % change year-on-year - +10.34% -
10th Percentile £259 £264 £270
90th Percentile £588 £512 £523
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 3 5 8
Yorkshire median hourly rate £21.33 £20.97 £15.51
Median hourly rate % change year-on-year +1.69% +35.25% -24.99%
10th Percentile £15.03 £17.30 £9.78
90th Percentile £23.70 £32.85 £31.14
England median hourly rate £19.50 £20.00 £20.63
% change year-on-year -2.50% -3.03% -4.34%

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 3,894 3,859 4,944
As % of all contract IT jobs advertised in Yorkshire 84.16% 83.06% 83.64%
Number of daily rates quoted 2,547 2,502 3,311
Yorkshire median daily rate £400 £400 £394
Median daily rate % change year-on-year - +1.52% +8.69%
10th Percentile £263 £259 £263
90th Percentile £538 £550 £563
England median daily rate £455 £438 £425
% change year-on-year +4.00% +2.94% +4.94%
Number of hourly rates quoted 118 117 165
Yorkshire median hourly rate £19.52 £14.87 £15.00
Median hourly rate % change year-on-year +31.28% -0.90% -4.61%
10th Percentile £10.68 £10.17 £9.99
90th Percentile £41.95 £31.90 £28.75
England median hourly rate £24.56 £25.00 £23.75
% change year-on-year -1.76% +5.26% +16.74%

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 23 February 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
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 23 February 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 -11 49 £400 - 12
South Yorkshire +19 24 £448 +21.36% 7
North Yorkshire 0 3 £413 +6.45% 1
Humberside - 2 £240 -
East Yorkshire - 1 - -
Data Analysis
England

For the 6 months to 23 February 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 28 (36.36%) Finance
2 27 (35.06%) SQL
3 19 (24.68%) ETL
3 19 (24.68%) SAS
4 18 (23.38%) Agile Software Development
5 17 (22.08%) Microsoft Excel
6 16 (20.78%) Business Intelligence
7 15 (19.48%) Data Management
8 14 (18.18%) Analytical Skills
9 13 (16.88%) Analytics
9 13 (16.88%) Banking
9 13 (16.88%) Data Modelling
9 13 (16.88%) Microsoft
10 12 (15.58%) SQL Server
10 12 (15.58%) Migration
11 11 (14.29%) Stakeholder Management
11 11 (14.29%) Big Data
11 11 (14.29%) Power BI
12 10 (12.99%) SQL Server Integration Services
12 10 (12.99%) Windows
13 9 (11.69%) Information Security
13 9 (11.69%) Cybersecurity
13 9 (11.69%) Cyber Threat Intelligence
13 9 (11.69%) QRadar
13 9 (11.69%) Threat Intelligence
14 8 (10.39%) Dashboard Development
14 8 (10.39%) Hadoop
14 8 (10.39%) Management Information System
14 8 (10.39%) Degree
14 8 (10.39%) Python

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 19 (24.68%) SAS
2 6 (7.79%) Apache Pig
3 3 (3.90%) Apache Spark
3 3 (3.90%) Elasticsearch
4 1 (1.30%) Apache
4 1 (1.30%) IBM Notes
4 1 (1.30%) MS Exchange
4 1 (1.30%) SharePoint
Applications
1 17 (22.08%) Microsoft Excel
2 5 (6.49%) Microsoft Office
3 2 (2.60%) Microsoft PowerPoint
4 1 (1.30%) MS Visio
4 1 (1.30%) SPSS
Business Applications
1 1 (1.30%) Dynamics AX
1 1 (1.30%) SAP ERP
Cloud Services
1 3 (3.90%) Amazon AWS
1 3 (3.90%) AWS CloudFormation
1 3 (3.90%) CloudFront
1 3 (3.90%) GitHub
1 3 (3.90%) Google Analytics
2 2 (2.60%) SuccessFactors
Communications & Networking
1 7 (9.09%) Firewall
2 5 (6.49%) SMS
3 2 (2.60%) Internet
Database & Business Intelligence
1 12 (15.58%) SQL Server
2 11 (14.29%) Big Data
2 11 (14.29%) Power BI
3 10 (12.99%) SQL Server Integration Services
4 8 (10.39%) Hadoop
5 7 (9.09%) Apache Hive
6 6 (7.79%) QlikView
6 6 (7.79%) Relational Database
7 5 (6.49%) Data Warehouse
8 4 (5.19%) SQL Server Reporting Services
9 3 (3.90%) Apache Cassandra
9 3 (3.90%) HBase
9 3 (3.90%) MongoDB
9 3 (3.90%) MySQL
10 2 (2.60%) NoSQL
10 2 (2.60%) SAS Visual Analytics
11 1 (1.30%) KNIME
11 1 (1.30%) PowerPivot
11 1 (1.30%) SAS EBI
11 1 (1.30%) SQL Server 2008
Development Applications
1 3 (3.90%) Git (software)
General
1 28 (36.36%) Finance
2 13 (16.88%) Banking
3 6 (7.79%) Retail Banking
4 4 (5.19%) Private Banking
5 2 (2.60%) Marketing
6 1 (1.30%) Billing
6 1 (1.30%) Financial Institution
Job Titles
1 48 (62.34%) Analyst
2 18 (23.38%) Data Analyst
3 8 (10.39%) Business Analyst
3 8 (10.39%) Business Intelligence Analyst
4 7 (9.09%) Data Engineer
4 7 (9.09%) SQL Analyst
5 6 (7.79%) Report Analyst
5 6 (7.79%) Service Analyst
6 5 (6.49%) Data Business Analyst
6 5 (6.49%) Developer
6 5 (6.49%) Incident Analyst
6 5 (6.49%) Senior Analyst
7 4 (5.19%) SAS Analyst
7 4 (5.19%) SAS Data Analyst
8 3 (3.90%) Analyst Developer
8 3 (3.90%) Consultant
8 3 (3.90%) Data Consultant
8 3 (3.90%) Data Scientist
8 3 (3.90%) Junior
8 3 (3.90%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (3.90%) jQuery
1 3 (3.90%) Regular Expression
1 3 (3.90%) RESTful
2 1 (1.30%) JSON
2 1 (1.30%) Kafka
Miscellaneous
1 14 (18.18%) Analytical Skills
2 8 (10.39%) Management Information System
3 7 (9.09%) Client/Server
4 4 (5.19%) Computer Science
5 3 (3.90%) Data Structures
5 3 (3.90%) Greenfield Project
5 3 (3.90%) Linux Command Line
6 2 (2.60%) NHS
6 2 (2.60%) Security Operations Centre
6 2 (2.60%) Virtual Team
7 1 (1.30%) Reference Data
7 1 (1.30%) User Experience
Operating Systems
1 10 (12.99%) Windows
2 6 (7.79%) Unix
3 3 (3.90%) Linux
Processes & Methodologies
1 19 (24.68%) ETL
2 18 (23.38%) Agile Software Development
3 16 (20.78%) Business Intelligence
4 15 (19.48%) Data Management
5 13 (16.88%) Analytics
5 13 (16.88%) Data Modelling
6 12 (15.58%) Migration
7 11 (14.29%) Stakeholder Management
8 9 (11.69%) Cyber Threat Intelligence
8 9 (11.69%) Cybersecurity
8 9 (11.69%) Information Security
8 9 (11.69%) Threat Intelligence
9 8 (10.39%) Dashboard Development
10 7 (9.09%) Business Analysis
10 7 (9.09%) Data Migration
10 7 (9.09%) ITIL
10 7 (9.09%) Machine Learning
11 6 (7.79%) ITSM
11 6 (7.79%) Performance Management
11 6 (7.79%) Visualisation
Programming Languages
1 27 (35.06%) SQL
2 8 (10.39%) Python
3 7 (9.09%) Java
4 5 (6.49%) PL/SQL
5 4 (5.19%) Scala
5 4 (5.19%) VBA
6 3 (3.90%) Bash Shell
6 3 (3.90%) JavaScript
6 3 (3.90%) PHP
6 3 (3.90%) T-SQL
7 2 (2.60%) C++
7 2 (2.60%) R
7 2 (2.60%) Shell Script
8 1 (1.30%) MATLAB
8 1 (1.30%) PowerShell
Qualifications
1 8 (10.39%) Degree
2 6 (7.79%) Security Cleared
3 2 (2.60%) BPSS Clearance
3 2 (2.60%) SC Cleared
4 1 (1.30%) Master's Degree
4 1 (1.30%) PhD
Quality Assurance & Compliance
1 7 (9.09%) Data Quality
1 7 (9.09%) SLA
2 4 (5.19%) GDPR
3 3 (3.90%) QA
System Software
1 1 (1.30%) Active Directory
Systems Management
1 9 (11.69%) QRadar
2 5 (6.49%) CSIRT
3 3 (3.90%) Ambari
3 3 (3.90%) Ansible
3 3 (3.90%) Opscode Chef
3 3 (3.90%) Puppet
4 1 (1.30%) Systems Management Server (SMS)
Vendors
1 13 (16.88%) Microsoft
2 7 (9.09%) Oracle
3 6 (7.79%) Tableau
4 3 (3.90%) Google
4 3 (3.90%) SAP
4 3 (3.90%) Splunk
5 2 (2.60%) Cognos
5 2 (2.60%) IBM
5 2 (2.60%) Informatica
5 2 (2.60%) Teradata
6 1 (1.30%) Ariba
6 1 (1.30%) Cadence
6 1 (1.30%) Datameer
6 1 (1.30%) HP
6 1 (1.30%) Lotus
6 1 (1.30%) Salesforce.com
6 1 (1.30%) Talend