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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Manchester / Stockport
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 34 22 35
Rank change year-on-year -12 +13  
Permanent jobs citing ETL 11 10 8
As % of all permanent IT jobs advertised in Stockport 4.15% 7.09% 4.30%
As % of the Processes & Methodologies category 4.40% 7.41% 4.73%
Number of salaries quoted 10 9 8
Median salary £35,000 £35,000 £52,500
Median salary % change year-on-year - -33.33%  
90% offered a salary of more than £32,500 £31,500 £45,150
10% offered a salary of more than £37,500 £41,000 £62,500
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Stockport with a requirement for process and methodology skills.

Process & Methodology Skills
Stockport
Permanent job vacancies with a requirement for process and methodology skills 250 135 169
As % of all permanent IT job vacancies advertised in Stockport 94.34% 95.74% 90.86%
Number of salaries quoted 228 123 159
Median salary £40,000 £35,000 £35,000
Median salary % change year-on-year +14.28% -  
90% offered a salary of more than £30,000 £27,500 £26,000
10% offered a salary of more than £55,000 £45,000 £52,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Stockport

The job posting trend of jobs advertised in Stockport citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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

For the 6 months to 25 June 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 27 (100.00%) SQL
2 24 (88.89%) SQL Server
3 19 (70.37%) Data Warehouse
4 17 (62.96%) SQL Server 2008
4 17 (62.96%) SQL Server 2012
5 15 (55.56%) Agile Software Development
6 14 (51.85%) SQL Server 2005
6 14 (51.85%) Data Analysis
7 13 (48.15%) Oracle
8 12 (44.44%) Business Intelligence
8 12 (44.44%) Cognos
8 12 (44.44%) PostgreSQL
9 11 (40.74%) NoSQL
10 10 (37.04%) Microsoft Excel
10 10 (37.04%) VBA
11 9 (33.33%) .NET
12 8 (29.63%) Test Automation
13 7 (25.93%) Windows
13 7 (25.93%) SQL Server Integration Services
14 6 (22.22%) Migration
14 6 (22.22%) Relational Database
15 5 (18.52%) Data Migration
15 5 (18.52%) Clustering
15 5 (18.52%) XML
15 5 (18.52%) Data Modelling
15 5 (18.52%) Microsoft
16 4 (14.81%) IBM
16 4 (14.81%) BusinessObjects
16 4 (14.81%) T-SQL
16 4 (14.81%) NUnit

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:

Application Platforms
1 4 (14.81%) Alfresco
1 4 (14.81%) Oracle Workflow
2 1 (3.70%) Apache Spark
2 1 (3.70%) Tomcat
Applications
1 10 (37.04%) Microsoft Excel
Business Applications
1 4 (14.81%) Cognos Business Intelligence
Cloud Services
1 1 (3.70%) Amazon AWS
1 1 (3.70%) Google Cloud Platform
1 1 (3.70%) Microsoft Azure
Database & Business Intelligence
1 24 (88.89%) SQL Server
2 19 (70.37%) Data Warehouse
3 17 (62.96%) SQL Server 2008
3 17 (62.96%) SQL Server 2012
4 14 (51.85%) SQL Server 2005
5 12 (44.44%) PostgreSQL
6 11 (40.74%) NoSQL
7 7 (25.93%) SQL Server Integration Services
8 6 (22.22%) Relational Database
9 4 (14.81%) Big Data
9 4 (14.81%) BusinessObjects
10 3 (11.11%) QlikView
10 3 (11.11%) SQL Server Reporting Services
11 2 (7.41%) Oracle Database
11 2 (7.41%) RDBMS
11 2 (7.41%) SQL Server Analysis Services
12 1 (3.70%) Data Mining
12 1 (3.70%) Hadoop
12 1 (3.70%) MySQL
12 1 (3.70%) SQL Server 2000
Development Applications
1 4 (14.81%) NUnit
1 4 (14.81%) Selenium
1 4 (14.81%) SoapUI
1 4 (14.81%) SQL Server Management Studio (SSMS)
General
1 4 (14.81%) Finance
2 2 (7.41%) Marketing
3 1 (3.70%) Automotive
3 1 (3.70%) Manufacturing
Job Titles
1 18 (66.67%) Developer
1 18 (66.67%) SQL Developer
2 14 (51.85%) DBA
2 14 (51.85%) SQL DBA
3 5 (18.52%) Systems Engineer
4 4 (14.81%) SQL Server Developer
5 3 (11.11%) SQL Server DBA
6 2 (7.41%) Business Intelligence Developer
6 2 (7.41%) ETL Developer
6 2 (7.41%) SQL BI Developer
6 2 (7.41%) Systems Developer
7 1 (3.70%) Analyst
7 1 (3.70%) Applications Developer
7 1 (3.70%) Business Intelligence Analyst
7 1 (3.70%) Java Applications Developer
7 1 (3.70%) Java Developer
7 1 (3.70%) Java Web Applications Developer
7 1 (3.70%) Java Web Developer
7 1 (3.70%) Linux Developer
7 1 (3.70%) Web Applications Developer
Libraries, Frameworks & Software Standards
1 9 (33.33%) .NET
2 5 (18.52%) XML
3 1 (3.70%) CSS
3 1 (3.70%) Hibernate
3 1 (3.70%) JAXB
3 1 (3.70%) JSON
3 1 (3.70%) JSP
3 1 (3.70%) Spring
3 1 (3.70%) Spring MVC
Miscellaneous
1 5 (18.52%) Clustering
2 4 (14.81%) Analytical Skills
3 3 (11.11%) iPad
4 1 (3.70%) Data Centre
4 1 (3.70%) Replication
Operating Systems
1 7 (25.93%) Windows
2 4 (14.81%) Windows Server
2 4 (14.81%) Windows Server 2012
3 1 (3.70%) Linux
Processes & Methodologies
1 15 (55.56%) Agile Software Development
2 14 (51.85%) Data Analysis
3 12 (44.44%) Business Intelligence
4 8 (29.63%) Test Automation
5 6 (22.22%) Migration
6 5 (18.52%) Data Migration
6 5 (18.52%) Data Modelling
7 4 (14.81%) Analytics
7 4 (14.81%) Continuous Integration
7 4 (14.81%) Data Architecture
7 4 (14.81%) ERD
7 4 (14.81%) ETL Development
7 4 (14.81%) Performance Testing
7 4 (14.81%) Stress Testing
7 4 (14.81%) Workflow
8 3 (11.11%) DevOps
8 3 (11.11%) ITIL
9 2 (7.41%) Customer Requirements
9 2 (7.41%) Data Analytics
9 2 (7.41%) Data Protection
Programming Languages
1 27 (100.00%) SQL
2 10 (37.04%) VBA
3 4 (14.81%) T-SQL
4 1 (3.70%) Java
4 1 (3.70%) JavaScript
4 1 (3.70%) PHP
Qualifications
1 1 (3.70%) Degree
Vendors
1 13 (48.15%) Oracle
2 12 (44.44%) Cognos
3 5 (18.52%) Microsoft
4 4 (14.81%) IBM
5 1 (3.70%) Google
5 1 (3.70%) MicroStrategy
5 1 (3.70%) Tableau
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £45,000 per annum dependant on experience
Posted: 5 days ago
Stockport
Computer Futures
Salary: competitive
Posted: 18 days ago