Period
to 21 June 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Migration over the 6 months to 21 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 Migration
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 118 120 126
Rank change year-on-year +2 +6 -1
Contract jobs citing Data Migration 35 14 24
As % of all contract IT jobs advertised in Leeds 1.38% 0.66% 0.84%
As % of the Processes & Methodologies category 1.55% 0.75% 0.95%
Number of daily rates quoted 22 8 12
Leeds median daily rate £400 £406 £389
Median daily rate % change year-on-year -1.54% +4.50% -2.81%
10th Percentile £325 £302 £307
90th Percentile £525 £740 £475
West Yorkshire median daily rate £400 £450 £425
% change year-on-year -11.11% +5.88% +6.25%
Number of hourly rates quoted 0 2 2
Leeds median hourly rate - £14.13 £15.25
Median hourly rate % change year-on-year - -7.38% -
West Yorkshire median hourly rate - £14.13 £18.13
% change year-on-year - -22.07% +18.85%

Data Migration 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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,260 1,856 2,531
As % of all contract IT jobs advertised in Leeds 89.01% 88.09% 88.10%
Number of daily rates quoted 1,566 1,260 1,783
Leeds median daily rate £407 £400 £400
Median daily rate % change year-on-year +1.81% - +11.11%
10th Percentile £300 £285 £300
90th Percentile £538 £550 £575
West Yorkshire median daily rate £400 £400 £400
Number of hourly rates quoted 38 15 34
Leeds median hourly rate £25.50 £15.25 £13.00
Median hourly rate % change year-on-year +67.21% +17.31% -25.71%
10th Percentile £12.85 £12.00 £10.20
90th Percentile £43.45 £35.35 £21.58
West Yorkshire median hourly rate £17.50 £12.25 £14.50
% change year-on-year +42.86% -15.52% -17.14%

Data Migration
Job Vacancy Trend in Leeds

Job postings citing Data Migration as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Migration in Leeds

Data Migration
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Migration in Leeds

Data Migration
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Migration in Leeds over the 6 months to 21 June 2018.

Contractor daily rate histogram for Data Migration in Leeds

Data Migration
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Data Migration in Leeds

For the 6 months to 21 June 2018, IT contractor jobs citing Data Migration 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 Leeds region with a requirement for Data Migration.

1 35 (100.00%) Migration
2 12 (34.29%) Stakeholder Management
3 11 (31.43%) Finance
3 11 (31.43%) ETL
4 9 (25.71%) SQL Server
5 8 (22.86%) Data Warehouse
6 7 (20.00%) SQL
6 7 (20.00%) T-SQL
6 7 (20.00%) SQL Server Integration Services
6 7 (20.00%) Relational Database
7 6 (17.14%) NoSQL
7 6 (17.14%) Data Transformation
7 6 (17.14%) Business Intelligence
7 6 (17.14%) Project Management
7 6 (17.14%) Python
7 6 (17.14%) Agile Software Development
8 5 (14.29%) MongoDB
8 5 (14.29%) ETL Development
9 4 (11.43%) Node.js
9 4 (11.43%) JIRA
9 4 (11.43%) Microsoft
9 4 (11.43%) ERP
10 3 (8.57%) Data Mart
10 3 (8.57%) Microsoft Excel
10 3 (8.57%) SAS
10 3 (8.57%) ODBC
10 3 (8.57%) Unix
10 3 (8.57%) Windows
10 3 (8.57%) Service Delivery
10 3 (8.57%) Dimensional Modelling

Data Migration
Co-occurring IT Skills in Leeds 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 (8.57%) SAS
2 2 (5.71%) Exchange Server 2003
2 2 (5.71%) Exchange Server 2007
2 2 (5.71%) MS Exchange
Applications
1 3 (8.57%) Microsoft Excel
2 2 (5.71%) Microsoft PowerPoint
2 2 (5.71%) MS Visio
Business Applications
1 2 (5.71%) Dynamics CRM
2 1 (2.86%) Oracle Financials
Cloud Services
1 3 (8.57%) Amazon AWS
1 3 (8.57%) Dynamics 365
2 1 (2.86%) SuccessFactors
Database & Business Intelligence
1 9 (25.71%) SQL Server
2 8 (22.86%) Data Warehouse
3 7 (20.00%) Relational Database
3 7 (20.00%) SQL Server Integration Services
4 6 (17.14%) NoSQL
5 5 (14.29%) MongoDB
6 3 (8.57%) Data Mart
6 3 (8.57%) SSDT
7 2 (5.71%) SQL Server 2008
7 2 (5.71%) SQL Server 2016
7 2 (5.71%) SQL Server Reporting Services
8 1 (2.86%) Informix
8 1 (2.86%) MySQL
8 1 (2.86%) PostgreSQL
8 1 (2.86%) SQL Server Analysis Services
Development Applications
1 4 (11.43%) JIRA
2 1 (2.86%) Git (software)
2 1 (2.86%) SQL Server Management Studio (SSMS)
General
1 11 (31.43%) Finance
2 2 (5.71%) Banking
2 2 (5.71%) Marketing
3 1 (2.86%) Retail
Job Titles
1 11 (31.43%) Developer
2 8 (22.86%) ETL Developer
3 7 (20.00%) Analyst
3 7 (20.00%) SQL Developer
4 6 (17.14%) Business Analyst
5 5 (14.29%) Project Manager
6 4 (11.43%) Data Engineer
6 4 (11.43%) Data Migration Analyst
6 4 (11.43%) IT Manager
6 4 (11.43%) IT Project Manager
6 4 (11.43%) Migration Analyst
7 3 (8.57%) Data Analyst
7 3 (8.57%) NoSQL Engineer
7 3 (8.57%) Project Analyst
8 2 (5.71%) Data Business Analyst
8 2 (5.71%) Data Migration Business Analyst
8 2 (5.71%) ERP Analyst
9 1 (2.86%) Data Migration Developer
9 1 (2.86%) Migration Manager
9 1 (2.86%) Oracle Data Migration Consultant
Libraries, Frameworks & Software Standards
1 4 (11.43%) Node.js
2 3 (8.57%) ODBC
2 3 (8.57%) RESTful
3 1 (2.86%) JSON
Miscellaneous
1 2 (5.71%) Management Information System
2 1 (2.86%) Analytical Skills
2 1 (2.86%) Data Centre
2 1 (2.86%) FMCG
2 1 (2.86%) NHS
2 1 (2.86%) Self-Motivation
Operating Systems
1 3 (8.57%) Unix
1 3 (8.57%) Windows
2 1 (2.86%) Windows Server 2012
Processes & Methodologies
1 35 (100.00%) Migration
2 12 (34.29%) Stakeholder Management
3 11 (31.43%) ETL
4 6 (17.14%) Agile Software Development
4 6 (17.14%) Business Intelligence
4 6 (17.14%) Data Transformation
4 6 (17.14%) Project Management
5 5 (14.29%) ETL Development
6 4 (11.43%) ERP
7 3 (8.57%) Database Tuning
7 3 (8.57%) Dimensional Modelling
7 3 (8.57%) Performance Tuning
7 3 (8.57%) Service Delivery
7 3 (8.57%) SQL Optimisation
8 2 (5.71%) Data Extraction
8 2 (5.71%) Data Mapping
8 2 (5.71%) Matrix Management
8 2 (5.71%) Problem-Solving
8 2 (5.71%) Time Management
8 2 (5.71%) User Acceptance Testing
Programming Languages
1 7 (20.00%) SQL
1 7 (20.00%) T-SQL
2 6 (17.14%) Python
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
2 1 (2.86%) P3O
2 1 (2.86%) PMO
2 1 (2.86%) QA
System Software
1 2 (5.71%) Active Directory
Vendors
1 4 (11.43%) Microsoft
2 2 (5.71%) Oracle