Period
to 24 April 2019

The following table provides summary statistics for contract job vacancies advertised in Lancashire 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 24 April 2019 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
North West > Lancashire
6 months to
24 Apr 2019
Same period 2018 Same period 2017
Rank 37 54 24
Rank change year-on-year +17 -30 +31
Contract jobs citing Data Migration 39 9 33
As % of all contract IT jobs advertised in Lancashire 5.10% 1.73% 6.00%
As % of the Processes & Methodologies category 5.79% 1.94% 6.63%
Number of daily rates quoted 36 0 21
Lancashire median daily rate £400 - £415
10th Percentile £300 - £344
90th Percentile £631 - £538
North West median daily rate £450 £388 £413
% change year-on-year +16.13% -6.06% -5.98%
Number of hourly rates quoted 0 3 1
Lancashire median hourly rate - £26.00 £11.50
Median hourly rate % change year-on-year - +126.09% -
North West median hourly rate - £26.00 £18.50
% change year-on-year - +40.54% +42.31%

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 Lancashire with a requirement for process or methodology skills.

All Process and Methodology Skills
Lancashire
Contract vacancies with a requirement for process or methodology skills 674 463 498
As % of all contract IT jobs advertised in Lancashire 88.22% 88.87% 90.55%
Number of daily rates quoted 479 282 295
Lancashire median daily rate £450 £421 £400
Median daily rate % change year-on-year +6.82% +5.31% -
10th Percentile £300 £256 £250
90th Percentile £675 £588 £541
North West median daily rate £425 £405 £400
% change year-on-year +4.94% +1.25% -
Number of hourly rates quoted 39 46 67
Lancashire median hourly rate £36.23 £36.13 £42.50
Median hourly rate % change year-on-year +0.28% -15.00% +6.25%
10th Percentile £16.25 £10.91 £25.13
90th Percentile £44.10 £63.00 £53.00
North West median hourly rate £25.94 £21.70 £35.00
% change year-on-year +19.54% -38.00% -

Data Migration
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Data Migration in Lancashire

Data Migration
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for Data Migration in Lancashire

Data Migration
Contractor Daily Rate Histogram in Lancashire

The daily rate distribution of IT jobs citing Data Migration in Lancashire over the 6 months to 24 April 2019.

Contractor daily rate histogram for Data Migration in Lancashire

Data Migration
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for Data Migration in Lancashire

Data Migration
Contract Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Migration within the Lancashire region over the 6 months to 24 April 2019. 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
Preston -6 8 £538 -
Blackburn - 3 £550 -
Blackpool - 3 £638 -
Burnley - 1 £430 - 1
Data Migration
North West

For the 6 months to 24 April 2019, 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 Lancashire region with a requirement for Data Migration.

1 39 (100.00%) Migration
2 29 (74.36%) SQL
3 16 (41.03%) ETL
4 15 (38.46%) SQL Server
5 13 (33.33%) C#
5 13 (33.33%) SQL Server Integration Services
6 12 (30.77%) Oracle
7 11 (28.21%) Business Intelligence
8 10 (25.64%) Data Transformation
9 9 (23.08%) .NET
10 8 (20.51%) SPSS
10 8 (20.51%) Stata
10 8 (20.51%) Test Strategy
11 7 (17.95%) Data Analytics
11 7 (17.95%) Analytics
11 7 (17.95%) Finance
12 6 (15.38%) Data Architecture
12 6 (15.38%) Test Automation
13 5 (12.82%) Microsoft Azure
13 5 (12.82%) Amazon AWS
13 5 (12.82%) Manual Testing
13 5 (12.82%) T-SQL
14 4 (10.26%) Unix
14 4 (10.26%) Python
14 4 (10.26%) HP UFT
14 4 (10.26%) NHS
14 4 (10.26%) Selenium
14 4 (10.26%) Agile Software Development
14 4 (10.26%) User Acceptance Testing
14 4 (10.26%) Cloudera

Data Migration
Co-occurring IT Skills in Lancashire 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:

Applications
1 8 (20.51%) SPSS
1 8 (20.51%) Stata
2 1 (2.56%) Microsoft Excel
2 1 (2.56%) Microsoft Office
2 1 (2.56%) Microsoft PowerPoint
Business Applications
1 3 (7.69%) SystmOne
Cloud Services
1 5 (12.82%) Amazon AWS
1 5 (12.82%) Microsoft Azure
Database & Business Intelligence
1 15 (38.46%) SQL Server
2 13 (33.33%) SQL Server Integration Services
3 3 (7.69%) MySQL
3 3 (7.69%) SQL Server Reporting Services
4 2 (5.13%) PowerCenter
5 1 (2.56%) Data Warehouse
5 1 (2.56%) Hadoop
5 1 (2.56%) Impala
5 1 (2.56%) Power BI
5 1 (2.56%) QlikView
5 1 (2.56%) SQL Server 2008
5 1 (2.56%) SQL Server 2014
5 1 (2.56%) SQL Server 2016
5 1 (2.56%) SQL Server Analysis Services
Development Applications
1 4 (10.26%) Cucumber
1 4 (10.26%) HP UFT
1 4 (10.26%) Selenium
1 4 (10.26%) Team Foundation Server
2 1 (2.56%) GitLab
2 1 (2.56%) Jenkins
General
1 7 (17.95%) Finance
Job Titles
1 10 (25.64%) Developer
2 8 (20.51%) SQL Developer
3 7 (17.95%) Architect
4 6 (15.38%) Data Architect
5 3 (7.69%) Analyst
5 3 (7.69%) Data Engineer
5 3 (7.69%) Data Migration Tester
5 3 (7.69%) ETL Tester
5 3 (7.69%) Tester
6 2 (5.13%) Automation Test Lead
6 2 (5.13%) AWS Architect
6 2 (5.13%) Azure Architect
6 2 (5.13%) Data Business Analyst
6 2 (5.13%) Data Migration Lead
6 2 (5.13%) Informatica Architect
6 2 (5.13%) Migration Analyst
6 2 (5.13%) Platform Engineer
6 2 (5.13%) SQL Analyst
6 2 (5.13%) SQL Data Analyst
6 2 (5.13%) SSIS Developer
Libraries, Frameworks & Software Standards
1 9 (23.08%) .NET
Miscellaneous
1 4 (10.26%) NHS
2 1 (2.56%) Analytical Skills
2 1 (2.56%) Driving Licence
Operating Systems
1 4 (10.26%) Unix
Processes & Methodologies
1 39 (100.00%) Migration
2 16 (41.03%) ETL
3 11 (28.21%) Business Intelligence
4 10 (25.64%) Data Transformation
5 8 (20.51%) Test Strategy
6 7 (17.95%) Analytics
6 7 (17.95%) Data Analytics
7 6 (15.38%) Data Architecture
7 6 (15.38%) Test Automation
8 5 (12.82%) Manual Testing
9 4 (10.26%) Agile Software Development
9 4 (10.26%) User Acceptance Testing
10 3 (7.69%) Data Governance
10 3 (7.69%) Data Modelling
10 3 (7.69%) Software Engineering
11 2 (5.13%) Data Extraction
11 2 (5.13%) Data Integration
11 2 (5.13%) DevOps
11 2 (5.13%) Logical Data Model
11 2 (5.13%) User Stories
Programming Languages
1 29 (74.36%) SQL
2 13 (33.33%) C#
3 5 (12.82%) T-SQL
4 4 (10.26%) Python
5 1 (2.56%) Java
5 1 (2.56%) Shell Script
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
2 2 (5.13%) QA
3 1 (2.56%) PMO
System Software
1 1 (2.56%) Docker
Systems Management
1 1 (2.56%) Ansible
1 1 (2.56%) HP Quality Center
1 1 (2.56%) Kubernetes
1 1 (2.56%) Packer
1 1 (2.56%) Puppet
1 1 (2.56%) Terraform
Vendors
1 12 (30.77%) Oracle
2 4 (10.26%) Cloudera
3 2 (5.13%) Hortonworks
3 2 (5.13%) Informatica
4 1 (2.56%) HP
4 1 (2.56%) Microsoft
4 1 (2.56%) Pega
4 1 (2.56%) Tableau