Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Lincoln 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Lincolnshire > Lincoln
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 13 12 33
Rank change year-on-year -1 +21 -
Permanent jobs citing ETL 5 2 5
As % of all permanent IT jobs advertised in Lincoln 8.20% 5.88% 3.13%
As % of the Processes & Methodologies category 10.87% 6.67% 3.79%
Number of salaries quoted 5 2 5
Lincoln median annual salary £31,500 £33,000 £50,000
Median salary % change year-on-year -4.55% -34.00% -
10th Percentile £29,750 £33,000 £46,750
90th Percentile £37,300 £33,000 £52,500
Lincolnshire median annual salary £31,500 £33,000 £50,000
% change year-on-year -4.55% -34.00% -

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 Lincoln with a requirement for process or methodology skills.

All Process and Methodology Skills
Lincoln
Permanent vacancies with a requirement for process or methodology skills 46 30 132
As % of all permanent IT jobs advertised in Lincoln 75.41% 88.24% 82.50%
Number of salaries quoted 37 28 130
Lincoln median annual salary £31,500 £31,500 £41,250
Median salary % change year-on-year - -23.64% +17.86%
10th Percentile £18,500 £24,650 £27,425
90th Percentile £67,500 £45,125 £55,000
Lincolnshire median annual salary £34,000 £32,500 £40,000
% change year-on-year +4.62% -18.75% +1.27%

ETL
Job Vacancy Trend in Lincoln

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

Job vacancy trend for ETL in Lincoln

ETL
Salary Trend in Lincoln

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

Salary trend for ETL in Lincoln

For the 6 months to 19 October 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Lincoln region with a requirement for ETL.

1 5 (100.00%) C#
1 5 (100.00%) SQL
1 5 (100.00%) .NET
1 5 (100.00%) SQL Server Reporting Services
1 5 (100.00%) SQL Server Integration Services
1 5 (100.00%) Analytics
2 4 (80.00%) Performance Tuning
2 4 (80.00%) SQL Server Analysis Services
2 4 (80.00%) FMCG
2 4 (80.00%) Retail
2 4 (80.00%) Business Analysis
2 4 (80.00%) Validation
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Microsoft
2 4 (80.00%) EPoS
2 4 (80.00%) SQL Server
2 4 (80.00%) T-SQL
3 1 (20.00%) Java
3 1 (20.00%) ASP.NET
3 1 (20.00%) Microsoft Excel
3 1 (20.00%) Data Modelling
3 1 (20.00%) Finance
3 1 (20.00%) Continuous Improvement
3 1 (20.00%) ETL Development
3 1 (20.00%) Problem Management
3 1 (20.00%) QlikView
3 1 (20.00%) User Acceptance Testing

ETL
Co-occurring IT Skills in Lincoln 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 1 (20.00%) Microsoft Excel
Database & Business Intelligence
1 5 (100.00%) SQL Server Integration Services
1 5 (100.00%) SQL Server Reporting Services
2 4 (80.00%) SQL Server
2 4 (80.00%) SQL Server Analysis Services
3 1 (20.00%) QlikView
General
1 4 (80.00%) Retail
2 1 (20.00%) Finance
Job Titles
1 5 (100.00%) Developer
2 4 (80.00%) Business Developer
2 4 (80.00%) Business Intelligence Developer
3 1 (20.00%) Database Developer
Libraries, Frameworks & Software Standards
1 5 (100.00%) .NET
2 1 (20.00%) ASP.NET
Miscellaneous
1 4 (80.00%) EPoS
1 4 (80.00%) FMCG
Processes & Methodologies
1 5 (100.00%) Analytics
2 4 (80.00%) Business Analysis
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Performance Tuning
2 4 (80.00%) Validation
3 1 (20.00%) Continuous Improvement
3 1 (20.00%) Data Modelling
3 1 (20.00%) ETL Development
3 1 (20.00%) Problem Management
3 1 (20.00%) User Acceptance Testing
Programming Languages
1 5 (100.00%) C#
1 5 (100.00%) SQL
2 4 (80.00%) T-SQL
3 1 (20.00%) Java
Vendors
1 4 (80.00%) Microsoft