Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Stockport 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Manchester > Stockport
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 53 48 55
Rank change year-on-year -5 +7 +10
Permanent jobs citing ETL 11 15 8
As % of all permanent IT jobs advertised in Stockport 2.53% 3.88% 1.88%
As % of the Processes & Methodologies category 2.75% 4.26% 2.00%
Number of salaries quoted 8 14 8
Stockport median annual salary £34,250 £35,000 £52,500
Median salary % change year-on-year -2.14% -33.33% +40.00%
10th Percentile £31,250 £29,750 £44,275
90th Percentile £65,500 £43,500 £63,750
Manchester median annual salary £42,500 £40,000 £44,000
% change year-on-year +6.25% -9.09% +3.53%

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 Stockport with a requirement for process or methodology skills.

All Process and Methodology Skills
Stockport
Permanent vacancies with a requirement for process or methodology skills 400 352 400
As % of all permanent IT jobs advertised in Stockport 92.17% 90.96% 94.12%
Number of salaries quoted 363 336 392
Stockport median annual salary £40,000 £38,000 £37,500
Median salary % change year-on-year +5.26% +1.33% +1.35%
10th Percentile £26,250 £26,250 £27,050
90th Percentile £57,500 £56,250 £51,250
Manchester median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +2.56%

ETL
Job Vacancy Trend in Stockport

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

Job vacancy trend for ETL in Stockport

ETL
Salary Trend in Stockport

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

Salary trend for ETL in Stockport

ETL
Salary Histogram in Stockport

The salary distribution of IT jobs citing ETL in Stockport over the 6 months to 17 November 2017.

Salary histogram for ETL in Stockport

For the 6 months to 17 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 Stockport region with a requirement for ETL.

1 10 (90.91%) Data Warehouse
2 7 (63.64%) PostgreSQL
2 7 (63.64%) SQL Server
3 6 (54.55%) SQL
4 5 (45.45%) Business Intelligence
5 4 (36.36%) Windows
5 4 (36.36%) Cognos
5 4 (36.36%) SQL Server 2005
5 4 (36.36%) SQL Server 2008
5 4 (36.36%) NoSQL
5 4 (36.36%) SQL Server 2012
6 3 (27.27%) Kimball Methodology
6 3 (27.27%) Analytics
6 3 (27.27%) Stakeholder Management
6 3 (27.27%) Data Analysis
6 3 (27.27%) Microsoft
7 2 (18.18%) Capita
7 2 (18.18%) Visualisation
7 2 (18.18%) Data Management
7 2 (18.18%) Master Data Management
8 1 (9.09%) Analytical Skills
8 1 (9.09%) Windows Server
8 1 (9.09%) Conceptual Models
8 1 (9.09%) Windows Server 2012
8 1 (9.09%) Data Analytics
8 1 (9.09%) SQL Server Reporting Services
8 1 (9.09%) SQL Server Integration Services
8 1 (9.09%) Requirements Analysis
8 1 (9.09%) Performance Testing
8 1 (9.09%) Stress Testing

ETL
Co-occurring IT Skills in Stockport 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:

Database & Business Intelligence
1 10 (90.91%) Data Warehouse
2 7 (63.64%) PostgreSQL
2 7 (63.64%) SQL Server
3 4 (36.36%) NoSQL
3 4 (36.36%) SQL Server 2005
3 4 (36.36%) SQL Server 2008
3 4 (36.36%) SQL Server 2012
4 1 (9.09%) SQL Server Analysis Services
4 1 (9.09%) SQL Server Integration Services
4 1 (9.09%) SQL Server Reporting Services
4 1 (9.09%) Star Schema
General
1 1 (9.09%) Finance
Job Titles
1 8 (72.73%) Developer
2 4 (36.36%) DBA
2 4 (36.36%) ETL Developer
2 4 (36.36%) SQL DBA
2 4 (36.36%) SQL Developer
2 4 (36.36%) SQL Server Developer
3 3 (27.27%) SQL Server DBA
4 2 (18.18%) Architect
4 2 (18.18%) Data Architect
Miscellaneous
1 1 (9.09%) Analytical Skills
Operating Systems
1 4 (36.36%) Windows
2 1 (9.09%) Windows Server
2 1 (9.09%) Windows Server 2012
Processes & Methodologies
1 5 (45.45%) Business Intelligence
2 3 (27.27%) Analytics
2 3 (27.27%) Data Analysis
2 3 (27.27%) Kimball Methodology
2 3 (27.27%) Stakeholder Management
3 2 (18.18%) Data Management
3 2 (18.18%) Master Data Management
3 2 (18.18%) Visualisation
4 1 (9.09%) Conceptual Models
4 1 (9.09%) Data Analytics
4 1 (9.09%) Data Architecture
4 1 (9.09%) Data Modelling
4 1 (9.09%) Dimensional Modelling
4 1 (9.09%) ERD
4 1 (9.09%) Performance Testing
4 1 (9.09%) Requirements Analysis
4 1 (9.09%) Stress Testing
Programming Languages
1 6 (54.55%) SQL
2 1 (9.09%) T-SQL
Vendors
1 4 (36.36%) Cognos
2 3 (27.27%) Microsoft
3 2 (18.18%) Capita