The following table provides summary statistics for permanent job vacancies advertised in Ipswich 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Suffolk / Ipswich
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 29 - 59
Rank change year-on-year - 0  
Permanent jobs citing ETL 13 0 10
As % of all permanent IT jobs advertised in Ipswich 5.80% - 2.07%
As % of the Processes & Methodologies category 6.22% - 2.43%
Number of salaries quoted 13 0 1
Median salary £40,000 - £44,000
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 Ipswich with a requirement for process and methodology skills.

Process & Methodology Skills
Ipswich
Permanent job vacancies with a requirement for process and methodology skills 209 296 411
As % of all permanent IT job vacancies advertised in Ipswich 93.30% 88.36% 85.27%
Number of salaries quoted 197 272 375
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% -  
90% offered a salary of more than £32,500 £29,500 £25,000
10% offered a salary of more than £57,500 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Ipswich

The job posting trend of jobs advertised in Ipswich 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 Ipswich

ETL
Salary Trend in Ipswich

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

Salary trend for ETL in Ipswich

ETL
Salary Histogram in Ipswich

The salary distribution of IT jobs citing ETL in Ipswich over the 3 months to 27 June 2017.

Salary histogram for ETL in Ipswich

For the 6 months to 27 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 Ipswich region with a requirement for ETL.

1 18 (81.82%) SQL
2 16 (72.73%) Business Intelligence
3 15 (68.18%) SQL Server
4 14 (63.64%) Data Warehouse
4 14 (63.64%) SQL Server Integration Services
5 13 (59.09%) SQL Server Reporting Services
6 12 (54.55%) Big Data
7 11 (50.00%) ETL Development
8 10 (45.45%) Data Analysis
8 10 (45.45%) Agile Software Development
8 10 (45.45%) Oracle
8 10 (45.45%) Analytics
9 9 (40.91%) Business Process Analysis
9 9 (40.91%) MySQL
10 8 (36.36%) Microsoft
10 8 (36.36%) QlikView
10 8 (36.36%) Tableau
11 7 (31.82%) Looker
12 5 (22.73%) Azure SQL Data Warehouse
12 5 (22.73%) BigQuery
12 5 (22.73%) Google Cloud Platform
12 5 (22.73%) Amazon Redshift
12 5 (22.73%) Azure SQL Database
12 5 (22.73%) Microsoft Azure
12 5 (22.73%) Data Modelling
13 4 (18.18%) .NET
13 4 (18.18%) Project Management
13 4 (18.18%) QA
14 3 (13.64%) Kimball Methodology
14 3 (13.64%) Release Management

ETL
Co-occurring IT Skills in Ipswich 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 2 (9.09%) Apache Spark
Cloud Services
1 5 (22.73%) Google Cloud Platform
1 5 (22.73%) Microsoft Azure
Database & Business Intelligence
1 15 (68.18%) SQL Server
2 14 (63.64%) Data Warehouse
2 14 (63.64%) SQL Server Integration Services
3 13 (59.09%) SQL Server Reporting Services
4 12 (54.55%) Big Data
5 9 (40.91%) MySQL
6 8 (36.36%) QlikView
7 7 (31.82%) Looker
8 5 (22.73%) Amazon Redshift
8 5 (22.73%) Azure SQL Data Warehouse
8 5 (22.73%) Azure SQL Database
8 5 (22.73%) BigQuery
9 3 (13.64%) SQL Server 2008
10 2 (9.09%) Apache Hive
10 2 (9.09%) CloverETL
10 2 (9.09%) Hadoop
10 2 (9.09%) Impala
10 2 (9.09%) SQL Server Analysis Services
11 1 (4.55%) SQL Server 2012
11 1 (4.55%) SQL Server 2014
General
1 2 (9.09%) Marketing
2 1 (4.55%) Advertising
Job Titles
1 18 (81.82%) Developer
2 11 (50.00%) Business Intelligence Developer
3 7 (31.82%) SQL Developer
3 7 (31.82%) SSIS Developer
4 5 (22.73%) ETL Developer
4 5 (22.73%) SQL BI Developer
5 4 (18.18%) SQL Server BI Developer
5 4 (18.18%) SQL Server Developer
5 4 (18.18%) SSRS Developer
6 2 (9.09%) Analytics Developer
6 2 (9.09%) Apache Spark Developer
6 2 (9.09%) Big Data Developer
6 2 (9.09%) Business Intelligence Data Analyst
6 2 (9.09%) Developer/Software Engineer
6 2 (9.09%) Hadoop Developer
6 2 (9.09%) JavaScript Engineer
6 2 (9.09%) PHP Developer
6 2 (9.09%) PHP LAMP Developer
6 2 (9.09%) PHP Software Engineer
6 2 (9.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (18.18%) .NET
2 2 (9.09%) CSS
2 2 (9.09%) CSS3
2 2 (9.09%) jQuery
2 2 (9.09%) LAMP
2 2 (9.09%) PySpark
2 2 (9.09%) Twitter Bootstrap
Miscellaneous
1 2 (9.09%) Analytical Skills
1 2 (9.09%) Greenfield Project
Operating Systems
1 2 (9.09%) Linux
Processes & Methodologies
1 16 (72.73%) Business Intelligence
2 11 (50.00%) ETL Development
3 10 (45.45%) Agile Software Development
3 10 (45.45%) Analytics
3 10 (45.45%) Data Analysis
4 9 (40.91%) Business Process Analysis
5 5 (22.73%) Data Modelling
6 4 (18.18%) Project Management
7 3 (13.64%) Kimball Methodology
7 3 (13.64%) Release Management
7 3 (13.64%) Test Automation
7 3 (13.64%) Test Strategy
7 3 (13.64%) User Acceptance Testing
8 2 (9.09%) CRM
8 2 (9.09%) Dashboard Development
8 2 (9.09%) Data Ingestion
8 2 (9.09%) Software Engineering
8 2 (9.09%) Software Testing
9 1 (4.55%) Benchmarking
9 1 (4.55%) Data Management
Programming Languages
1 18 (81.82%) SQL
2 2 (9.09%) JavaScript
2 2 (9.09%) PHP
2 2 (9.09%) Python
2 2 (9.09%) T-SQL
3 1 (4.55%) C#
Qualifications
1 2 (9.09%) CCA
1 2 (9.09%) Citrix Certification
1 2 (9.09%) MCSA
1 2 (9.09%) MCSD
1 2 (9.09%) Microsoft Certification
Quality Assurance & Compliance
1 4 (18.18%) QA
2 1 (4.55%) Data Quality
Systems Management
1 2 (9.09%) Oozie
Vendors
1 10 (45.45%) Oracle
2 8 (36.36%) Microsoft
2 8 (36.36%) Tableau
3 2 (9.09%) Cloudera
3 2 (9.09%) Twitter