Period
to 20 August 2019

The following table provides summary statistics for contract job vacancies advertised in Lancashire with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation over the 6 months to 20 August 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 Transformation
North West > Lancashire
6 months to
20 Aug 2019
Same period 2018 Same period 2017
Rank 52 - 53
Rank change year-on-year - +53 -
Contract jobs citing Data Transformation 11 0 1
As % of all contract IT jobs advertised in Lancashire 1.85% - 0.18%
As % of the Processes & Methodologies category 2.18% - 0.21%
Number of daily rates quoted 11 0 1
Lancashire median daily rate £400 - £350
10th Percentile £375 - £335
90th Percentile £500 - £365
North West median daily rate £428 £425 £325
% change year-on-year +0.59% +30.77% -35.00%
Number of hourly rates quoted 0 0 0
Lancashire median hourly rate - - -
North West median hourly rate - - -

Data Transformation 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 505 571 483
As % of all contract IT jobs advertised in Lancashire 85.16% 86.78% 86.40%
Number of daily rates quoted 370 361 267
Lancashire median daily rate £433 £463 £425
Median daily rate % change year-on-year -6.49% +8.82% +13.33%
10th Percentile £290 £275 £314
90th Percentile £600 £575 £550
North West median daily rate £425 £400 £400
% change year-on-year +6.25% - -
Number of hourly rates quoted 51 52 54
Lancashire median hourly rate £35.00 £35.00 £40.50
Median hourly rate % change year-on-year - -13.58% +8.00%
10th Percentile £12.50 £10.67 £12.53
90th Percentile £52.25 £67.13 £47.85
North West median hourly rate £24.00 £23.15 £35.00
% change year-on-year +3.67% -33.86% +27.27%

Data Transformation
Job Vacancy Trend in Lancashire

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

Job vacancy trend for Data Transformation in Lancashire

Data Transformation
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for Data Transformation in Lancashire

Data Transformation
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for Data Transformation in Lancashire

Data Transformation
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 Transformation within the Lancashire region over the 6 months to 20 August 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 - 1 £500 -
Data Transformation
North West

For the 6 months to 20 August 2019, IT contractor jobs citing Data Transformation 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 Transformation.

1 8 (72.73%) SQL
2 7 (63.64%) Migration
3 6 (54.55%) SQL Server Integration Services
3 6 (54.55%) Data Migration
3 6 (54.55%) C#
3 6 (54.55%) Oracle
3 6 (54.55%) SQL Server
3 6 (54.55%) Test Strategy
4 5 (45.45%) Test Automation
4 5 (45.45%) .NET
4 5 (45.45%) ETL
4 5 (45.45%) Business Intelligence
5 4 (36.36%) Team Foundation Server
5 4 (36.36%) Cucumber
6 3 (27.27%) Confluence
6 3 (27.27%) SpecFlow
6 3 (27.27%) JIRA
6 3 (27.27%) Finance
7 2 (18.18%) Test Management
7 2 (18.18%) SDLC
7 2 (18.18%) Qlik Sense
7 2 (18.18%) Data Analytics
7 2 (18.18%) Analytics
8 1 (9.09%) Hadoop
8 1 (9.09%) Visualisation
8 1 (9.09%) Apache Hive
8 1 (9.09%) Data Visualisation
8 1 (9.09%) Apache Pig
8 1 (9.09%) User Stories
8 1 (9.09%) Database Security

Data Transformation
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:

Application Platforms
1 3 (27.27%) Confluence
2 1 (9.09%) Apache Pig
Communications & Networking
1 1 (9.09%) Network Security
Database & Business Intelligence
1 6 (54.55%) SQL Server
1 6 (54.55%) SQL Server Integration Services
2 2 (18.18%) Qlik Sense
3 1 (9.09%) Apache Hive
3 1 (9.09%) Big Data
3 1 (9.09%) Data Lake
3 1 (9.09%) Data Warehouse
3 1 (9.09%) Hadoop
Development Applications
1 4 (36.36%) Cucumber
1 4 (36.36%) Team Foundation Server
2 3 (27.27%) JIRA
2 3 (27.27%) SpecFlow
3 1 (9.09%) HP UFT
3 1 (9.09%) NUnit
3 1 (9.09%) Selenium
3 1 (9.09%) Visual Studio
General
1 3 (27.27%) Finance
Job Titles
1 4 (36.36%) Tester
2 3 (27.27%) Analyst
2 3 (27.27%) Data Migration Tester
2 3 (27.27%) ETL Tester
3 2 (18.18%) Business Analyst
4 1 (9.09%) Administrator
4 1 (9.09%) Automation Tester
4 1 (9.09%) Data Analytics Analyst
4 1 (9.09%) Data Business Analyst
4 1 (9.09%) Data Manager
4 1 (9.09%) Informatica Administrator
4 1 (9.09%) Project Manager
4 1 (9.09%) SOC Analyst
Libraries, Frameworks & Software Standards
1 5 (45.45%) .NET
Operating Systems
1 1 (9.09%) Linux
1 1 (9.09%) Unix
Processes & Methodologies
1 7 (63.64%) Migration
2 6 (54.55%) Data Migration
2 6 (54.55%) Test Strategy
3 5 (45.45%) Business Intelligence
3 5 (45.45%) ETL
3 5 (45.45%) Test Automation
4 2 (18.18%) Analytics
4 2 (18.18%) Data Analytics
4 2 (18.18%) SDLC
4 2 (18.18%) Test Management
5 1 (9.09%) Data Loss Prevention
5 1 (9.09%) Data Science
5 1 (9.09%) Database Security
5 1 (9.09%) Presales
5 1 (9.09%) Problem-Solving
5 1 (9.09%) Project Delivery
5 1 (9.09%) Scorecard
5 1 (9.09%) SDET
5 1 (9.09%) Security Operations
5 1 (9.09%) User Stories
Programming Languages
1 8 (72.73%) SQL
2 6 (54.55%) C#
3 1 (9.09%) PL/SQL
3 1 (9.09%) Shell Script
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) GCFE
1 1 (9.09%) GCIA
1 1 (9.09%) GCIH
1 1 (9.09%) GIAC
1 1 (9.09%) GSEC
1 1 (9.09%) GXPN
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
Systems Management
1 1 (9.09%) Oozie
Vendors
1 6 (54.55%) Oracle
2 1 (9.09%) Informatica