Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Lancashire with a requirement for ETL skills. Included is a benchmarking guide to the salaries 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.

Extract, Transform and Load (ETL)
North West > Lancashire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 73 73 62
Rank change year-on-year 0 -11 +19
Permanent jobs citing ETL 10 11 31
As % of all permanent IT jobs advertised in Lancashire 1.13% 1.20% 3.11%
As % of the Processes & Methodologies category 1.32% 1.36% 3.69%
Number of salaries quoted 3 12 31
Lancashire median annual salary £37,500 £38,750 £30,459
Median salary % change year-on-year -3.23% +27.22% -27.48%
10th Percentile £28,050 £33,750 £28,250
90th Percentile £61,750 £44,875 £45,000
North West median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% +3.75%

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Lancashire with a requirement for process or methodology skills.

All Process and Methodology Skills
Lancashire
Permanent vacancies with a requirement for process or methodology skills 760 810 841
As % of all permanent IT jobs advertised in Lancashire 85.78% 88.24% 84.27%
Number of salaries quoted 614 733 677
Lancashire median annual salary £35,000 £37,500 £35,000
Median salary % change year-on-year -6.67% +7.14% -
10th Percentile £23,750 £22,771 £23,075
90th Percentile £53,750 £52,500 £46,250
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

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
Salary Trend in Lancashire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Lancashire.

Salary trend for ETL in Lancashire

ETL
Salary Histogram in Lancashire

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

Salary histogram for ETL in Lancashire

ETL
Job Locations in Lancashire

The table below looks at the demand and provides a guide to the median salaries 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Preston -5 2 £37,500 -11.76%
Blackpool - 2 £46,500 -
ETL
North West

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

1 9 (90.00%) SQL
1 9 (90.00%) SQL Server
1 9 (90.00%) Data Warehouse
1 9 (90.00%) Business Intelligence
1 9 (90.00%) SQL Server Integration Services
2 8 (80.00%) SQL Server Reporting Services
2 8 (80.00%) Cognos
2 8 (80.00%) T-SQL
3 7 (70.00%) IBM
3 7 (70.00%) Microsoft
3 7 (70.00%) SQL Server 2008
4 6 (60.00%) SQL Server 2016
4 6 (60.00%) Windows
4 6 (60.00%) VMware Infrastructure
4 6 (60.00%) Windows Server 2008
4 6 (60.00%) SQL Server 2012
4 6 (60.00%) Windows Server 2012
4 6 (60.00%) SQL Server 2005
4 6 (60.00%) Degree
4 6 (60.00%) Cognos Business Intelligence
4 6 (60.00%) VMware
4 6 (60.00%) BizTalk Server
4 6 (60.00%) SharePoint
4 6 (60.00%) DTS
5 2 (20.00%) SQL Server Analysis Services
5 2 (20.00%) Power BI
5 2 (20.00%) Data Structures
5 2 (20.00%) ETL Development
6 1 (10.00%) Dynamics 365
6 1 (10.00%) Azure Machine Learning

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 6 (60.00%) BizTalk Server
1 6 (60.00%) SharePoint
Business Applications
1 6 (60.00%) Cognos Business Intelligence
2 1 (10.00%) Cognos TM1
2 1 (10.00%) Dynamics AX
Cloud Services
1 1 (10.00%) Azure Machine Learning
1 1 (10.00%) Dynamics 365
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 9 (90.00%) Data Warehouse
1 9 (90.00%) SQL Server
1 9 (90.00%) SQL Server Integration Services
2 8 (80.00%) SQL Server Reporting Services
3 7 (70.00%) SQL Server 2008
4 6 (60.00%) DTS
4 6 (60.00%) SQL Server 2005
4 6 (60.00%) SQL Server 2012
4 6 (60.00%) SQL Server 2016
5 2 (20.00%) Power BI
5 2 (20.00%) SQL Server Analysis Services
6 1 (10.00%) Hadoop
6 1 (10.00%) Microsoft Analysis Services
6 1 (10.00%) QlikView
6 1 (10.00%) ZAP BI
General
1 1 (10.00%) Finance
1 1 (10.00%) Manufacturing
1 1 (10.00%) Retail
Job Titles
1 7 (70.00%) Analyst
1 7 (70.00%) SQL Analyst
2 6 (60.00%) Applications Support
2 6 (60.00%) Applications Support Analyst
2 6 (60.00%) SQL Support Analyst
2 6 (60.00%) Support Analyst
3 2 (20.00%) Developer
4 1 (10.00%) Analyst Developer
4 1 (10.00%) Business Developer
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Database Analyst
4 1 (10.00%) Database Developer
4 1 (10.00%) DBA
4 1 (10.00%) Head of Business Intelligence
4 1 (10.00%) SQL Database Developer
4 1 (10.00%) SQL DBA
4 1 (10.00%) SQL Developer
4 1 (10.00%) Virtualisation Specialist
Miscellaneous
1 2 (20.00%) Data Structures
2 1 (10.00%) Analytical Skills
Operating Systems
1 6 (60.00%) Windows
1 6 (60.00%) Windows Server 2008
1 6 (60.00%) Windows Server 2012
Processes & Methodologies
1 9 (90.00%) Business Intelligence
2 2 (20.00%) ETL Development
3 1 (10.00%) Agile Software Development
3 1 (10.00%) Data Transformation
3 1 (10.00%) Data Virtualisation
3 1 (10.00%) ITIL
3 1 (10.00%) Machine Learning
3 1 (10.00%) Performance Tuning
3 1 (10.00%) Scrum
3 1 (10.00%) Stakeholder Engagement
Programming Languages
1 9 (90.00%) SQL
2 8 (80.00%) T-SQL
Qualifications
1 6 (60.00%) Degree
2 1 (10.00%) ITIL Certification
2 1 (10.00%) Microsoft Certification
System Software
1 6 (60.00%) VMware Infrastructure
Vendors
1 8 (80.00%) Cognos
2 7 (70.00%) IBM
2 7 (70.00%) Microsoft
3 6 (60.00%) VMware
4 1 (10.00%) Cisco
4 1 (10.00%) Tableau