Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Lancashire with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 24 November 2017 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.

Extract, Transform and Load (ETL)
North West > Lancashire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 41 54 40
Rank change year-on-year +13 -14 -17
Contract jobs citing ETL 11 11 37
As % of all contract IT jobs advertised in Lancashire 2.44% 1.70% 4.02%
As % of the Processes & Methodologies category 2.96% 2.08% 4.81%
Number of daily rates quoted 7 7 65
Lancashire median daily rate £350 £325 £525
Median daily rate % change year-on-year +7.69% -38.10% +16.67%
10th Percentile £325 £300 £313
90th Percentile £505 £393 £726
North West median daily rate £400 £400 £425
% change year-on-year - -5.88% -
Number of hourly rates quoted 2 1 0
Lancashire median hourly rate £50.00 £20.50 -
Median hourly rate % change year-on-year +143.90% - -
North West median hourly rate £44.66 £20.50 £33.00
% change year-on-year +117.84% -37.88% -50.75%

ETL 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 371 528 769
As % of all contract IT jobs advertised in Lancashire 82.26% 81.61% 83.50%
Number of daily rates quoted 238 351 518
Lancashire median daily rate £425 £388 £450
Median daily rate % change year-on-year +9.68% -13.89% +19.21%
10th Percentile £293 £213 £271
90th Percentile £607 £556 £643
North West median daily rate £400 £400 £400
Number of hourly rates quoted 44 56 83
Lancashire median hourly rate £42.50 £40.00 £37.00
Median hourly rate % change year-on-year +6.25% +8.11% +37.91%
10th Percentile £11.93 £11.38 £16.74
90th Percentile £60.53 £63.03 £49.07
North West median hourly rate £25.00 £22.00 £30.52
% change year-on-year +13.64% -27.92% +74.40%

ETL
Job Vacancy Trend in Lancashire

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

Job vacancy trend for ETL in Lancashire

ETL
Contractor Daily Rate Trend in Lancashire

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

Contractor daily rate trend for ETL in Lancashire

ETL
Contractor Daily Rate Histogram in Lancashire

The daily rate distribution of IT jobs citing ETL in Lancashire over the 6 months to 24 November 2017.

Contractor daily rate histogram for ETL in Lancashire

ETL
Contractor Hourly Rate Trend in Lancashire

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

Contractor hourly rate trend for ETL in Lancashire

ETL
Contractor Hourly Rate Histogram in Lancashire

The hourly rate distribution of IT jobs citing ETL in Lancashire over the 6 months to 24 November 2017.

Contractor hourly rate histogram for ETL in Lancashire

ETL
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 ETL within the Lancashire region over the 6 months to 24 November 2017. 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 -12 4 £388 +19.23%
Blackburn - 3 £350 -
Accrington - 1 - -
ETL
North West

For the 6 months to 24 November 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Lancashire region with a requirement for ETL.

1 8 (72.73%) SQL
2 7 (63.64%) Business Intelligence
3 6 (54.55%) Agile Software Development
4 4 (36.36%) SQL Server
4 4 (36.36%) Cognos
4 4 (36.36%) Data Warehouse
5 3 (27.27%) SharePoint
5 3 (27.27%) Microsoft
5 3 (27.27%) Retail
5 3 (27.27%) Tableau
6 2 (18.18%) Test Strategy
6 2 (18.18%) PowerPivot
6 2 (18.18%) Information Governance
6 2 (18.18%) Data Transformation
6 2 (18.18%) Relational Database
6 2 (18.18%) Test Planning
6 2 (18.18%) Data Mapping
6 2 (18.18%) Complex ETL
6 2 (18.18%) Data Management
6 2 (18.18%) SQL Server Reporting Services
6 2 (18.18%) Management Information System
6 2 (18.18%) Finance
6 2 (18.18%) RDBMS
6 2 (18.18%) Java
7 1 (9.09%) Microsoft Office
7 1 (9.09%) SAP
7 1 (9.09%) Cisco
7 1 (9.09%) BusinessObjects
7 1 (9.09%) Informatica
7 1 (9.09%) Migration

ETL
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%) SharePoint
Applications
1 1 (9.09%) Microsoft Office
Database & Business Intelligence
1 4 (36.36%) Data Warehouse
1 4 (36.36%) SQL Server
2 2 (18.18%) PowerPivot
2 2 (18.18%) RDBMS
2 2 (18.18%) Relational Database
2 2 (18.18%) SQL Server Reporting Services
3 1 (9.09%) BusinessObjects
3 1 (9.09%) Microsoft Power View
3 1 (9.09%) SAP Data Services
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) Subversion
1 1 (9.09%) Team Foundation Server
General
1 3 (27.27%) Retail
2 2 (18.18%) Finance
Job Titles
1 6 (54.55%) Developer
2 5 (45.45%) Business Intelligence Developer
3 3 (27.27%) Analyst
4 2 (18.18%) Cognos BI Developer
4 2 (18.18%) Cognos Developer
4 2 (18.18%) ETL Analyst
4 2 (18.18%) ETL Developer
4 2 (18.18%) Finance Systems Analyst
4 2 (18.18%) Financial Analyst
4 2 (18.18%) Senior Business Intelligence Developer
4 2 (18.18%) Senior Developer
4 2 (18.18%) Service Analyst
4 2 (18.18%) SQL Analyst
4 2 (18.18%) SQL Data Analyst
4 2 (18.18%) Systems Analyst
4 2 (18.18%) Tableau Developer
5 1 (9.09%) SAP Developer
5 1 (9.09%) Scrum Master
5 1 (9.09%) Senior SharePoint Developer
5 1 (9.09%) SQL BI Developer
Miscellaneous
1 2 (18.18%) Management Information System
Processes & Methodologies
1 7 (63.64%) Business Intelligence
2 6 (54.55%) Agile Software Development
3 2 (18.18%) Complex ETL
3 2 (18.18%) Data Management
3 2 (18.18%) Data Mapping
3 2 (18.18%) Data Transformation
3 2 (18.18%) Information Governance
3 2 (18.18%) Test Planning
3 2 (18.18%) Test Strategy
4 1 (9.09%) Data Integration
4 1 (9.09%) Data Migration
4 1 (9.09%) Data Virtualisation
4 1 (9.09%) Migration
4 1 (9.09%) Scrum
Programming Languages
1 8 (72.73%) SQL
2 2 (18.18%) Java
Qualifications
1 1 (9.09%) BPSS Clearance
1 1 (9.09%) Degree
1 1 (9.09%) Master's Degree
1 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 1 (9.09%) Disclosure Scotland
Vendors
1 4 (36.36%) Cognos
2 3 (27.27%) Microsoft
2 3 (27.27%) Tableau
3 1 (9.09%) Cisco
3 1 (9.09%) Informatica
3 1 (9.09%) SAP