Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Peterborough 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Cambridgeshire > Peterborough
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 72 56 56
Rank change year-on-year -16 0 +4
Permanent jobs citing ETL 4 10 10
As % of all permanent IT jobs advertised in Peterborough 0.70% 1.73% 1.67%
As % of the Processes & Methodologies category 0.77% 1.99% 1.96%
Number of salaries quoted 1 9 9
Peterborough median annual salary £57,500 £40,000 £45,000
Median salary % change year-on-year +43.75% -11.11% +5.88%
10th Percentile £53,750 £36,100 £31,250
90th Percentile £61,250 £42,500 £50,000
Cambridgeshire median annual salary £32,500 £60,000 £45,000
% change year-on-year -45.83% +33.33% -25.00%

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 Peterborough with a requirement for process or methodology skills.

All Process and Methodology Skills
Peterborough
Permanent vacancies with a requirement for process or methodology skills 519 502 511
As % of all permanent IT jobs advertised in Peterborough 90.58% 87.00% 85.31%
Number of salaries quoted 391 395 416
Peterborough median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £25,000 £22,000
90th Percentile £59,750 £60,000 £70,000
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

ETL
Job Vacancy Trend in Peterborough

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

Job vacancy trend for ETL in Peterborough

ETL
Salary Trend in Peterborough

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

Salary trend for ETL in Peterborough

For the 6 months to 21 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 Peterborough region with a requirement for ETL.

1 4 (100.00%) T-SQL
1 4 (100.00%) SQL Server
1 4 (100.00%) SQL Server Reporting Services
1 4 (100.00%) SQL Server Integration Services
2 3 (75.00%) Business Intelligence
2 3 (75.00%) Microsoft
2 3 (75.00%) Microsoft Excel
2 3 (75.00%) SQL Server 2012
3 2 (50.00%) Kimball Methodology
3 2 (50.00%) SQL Server 2008
3 2 (50.00%) SQL
3 2 (50.00%) Data Warehouse
4 1 (25.00%) Microsoft Analysis Services
4 1 (25.00%) Data Modelling
4 1 (25.00%) Crystal Reports
4 1 (25.00%) Configuration Management
4 1 (25.00%) Data Analysis
4 1 (25.00%) QA
4 1 (25.00%) SQL Server Analysis Services
4 1 (25.00%) PowerPivot
4 1 (25.00%) Business Analysis
4 1 (25.00%) Data Analysis Expressions (DAX)
4 1 (25.00%) SQL Server 2014
4 1 (25.00%) Customer Requirements

ETL
Co-occurring IT Skills in Peterborough 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 3 (75.00%) Microsoft Excel
Database & Business Intelligence
1 4 (100.00%) SQL Server
1 4 (100.00%) SQL Server Integration Services
1 4 (100.00%) SQL Server Reporting Services
2 3 (75.00%) SQL Server 2012
3 2 (50.00%) Data Warehouse
3 2 (50.00%) SQL Server 2008
4 1 (25.00%) Crystal Reports
4 1 (25.00%) Microsoft Analysis Services
4 1 (25.00%) PowerPivot
4 1 (25.00%) SQL Server 2014
4 1 (25.00%) SQL Server Analysis Services
Job Titles
1 4 (100.00%) Developer
2 3 (75.00%) Business Intelligence Developer
3 2 (50.00%) Data Warehouse Developer
3 2 (50.00%) SQL Developer
4 1 (25.00%) Report Developer
4 1 (25.00%) SQL BI Developer
Processes & Methodologies
1 3 (75.00%) Business Intelligence
2 2 (50.00%) Kimball Methodology
3 1 (25.00%) Business Analysis
3 1 (25.00%) Configuration Management
3 1 (25.00%) Customer Requirements
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Modelling
Programming Languages
1 4 (100.00%) T-SQL
2 2 (50.00%) SQL
3 1 (25.00%) Data Analysis Expressions (DAX)
Quality Assurance & Compliance
1 1 (25.00%) QA
Vendors
1 3 (75.00%) Microsoft