The following table provides summary statistics for permanent job vacancies advertised in Suffolk 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)
East of England / Suffolk
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 43 - 63
Rank change year-on-year - 0  
Permanent jobs citing ETL 19 0 10
As % of all permanent IT jobs advertised in Suffolk 4.59% - 1.52%
As % of the Processes & Methodologies category 5.07% - 1.78%
Number of salaries quoted 19 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 Suffolk with a requirement for process and methodology skills.

Process & Methodology Skills
Suffolk
Permanent job vacancies with a requirement for process and methodology skills 375 492 562
As % of all permanent IT job vacancies advertised in Suffolk 90.58% 87.54% 85.41%
Number of salaries quoted 346 459 511
Median salary £42,000 £44,000 £40,000
Median salary % change year-on-year -4.54% +10.00%  
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £55,000 £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 Suffolk

The job posting trend of jobs advertised in Suffolk 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 Suffolk

ETL
Salary Trend in Suffolk

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

Salary trend for ETL in Suffolk

ETL
Salary Histogram in Suffolk

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

Salary histogram for ETL in Suffolk

ETL
Job Locations in Suffolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Suffolk region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ipswich - 13 £40,000 - 1
Bury St Edmunds - 3 £40,000 -
ETL
East of England

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 Suffolk region with a requirement for ETL.

1 28 (82.35%) Business Intelligence
1 28 (82.35%) SQL
2 25 (73.53%) SQL Server Integration Services
3 24 (70.59%) SQL Server
3 24 (70.59%) Data Warehouse
4 22 (64.71%) SQL Server Reporting Services
5 15 (44.12%) Microsoft
6 14 (41.18%) MySQL
6 14 (41.18%) ETL Development
7 13 (38.24%) Analytics
7 13 (38.24%) Agile Software Development
7 13 (38.24%) Oracle
8 12 (35.29%) Big Data
8 12 (35.29%) Tableau
9 11 (32.35%) Data Analysis
10 9 (26.47%) Microsoft Azure
10 9 (26.47%) QlikView
10 9 (26.47%) T-SQL
10 9 (26.47%) Data Modelling
10 9 (26.47%) Business Process Analysis
11 8 (23.53%) Looker
11 8 (23.53%) Azure SQL Database
12 7 (20.59%) SQL Server Analysis Services
13 6 (17.65%) SQL Server 2008
13 6 (17.65%) Release Management
13 6 (17.65%) QA
13 6 (17.65%) Kimball Methodology
13 6 (17.65%) .NET
13 6 (17.65%) Star Schema
14 5 (14.71%) Microsoft Certification

ETL
Co-occurring IT Skills in Suffolk 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 3 (8.82%) Confluence
2 2 (5.88%) Apache Spark
Applications
1 1 (2.94%) Microsoft Excel
Business Applications
1 1 (2.94%) Dynamics AX
Cloud Services
1 9 (26.47%) Microsoft Azure
2 5 (14.71%) Google Cloud Platform
Database & Business Intelligence
1 25 (73.53%) SQL Server Integration Services
2 24 (70.59%) Data Warehouse
2 24 (70.59%) SQL Server
3 22 (64.71%) SQL Server Reporting Services
4 14 (41.18%) MySQL
5 12 (35.29%) Big Data
6 9 (26.47%) QlikView
7 8 (23.53%) Azure SQL Database
7 8 (23.53%) Looker
8 7 (20.59%) SQL Server Analysis Services
9 6 (17.65%) SQL Server 2008
9 6 (17.65%) Star Schema
10 5 (14.71%) Amazon Redshift
10 5 (14.71%) Azure SQL Data Warehouse
10 5 (14.71%) BigQuery
10 5 (14.71%) Microsoft Analysis Services
11 4 (11.76%) SQL Server 2016
12 3 (8.82%) NoSQL
12 3 (8.82%) Power BI
12 3 (8.82%) SQL Server 2014
Development Applications
1 3 (8.82%) JIRA
2 1 (2.94%) Visual Studio
General
1 2 (5.88%) Finance
1 2 (5.88%) Marketing
2 1 (2.94%) Advertising
Job Titles
1 29 (85.29%) Developer
2 22 (64.71%) Business Intelligence Developer
3 14 (41.18%) SQL Developer
4 12 (35.29%) SQL BI Developer
5 11 (32.35%) SSIS Developer
6 10 (29.41%) SQL Server BI Developer
6 10 (29.41%) SQL Server Developer
7 8 (23.53%) SSRS Developer
8 5 (14.71%) Data Warehouse Developer
8 5 (14.71%) ETL Developer
9 4 (11.76%) Senior Business Intelligence Developer
9 4 (11.76%) Senior Developer
9 4 (11.76%) Senior SQL Developer
10 3 (8.82%) Analyst
10 3 (8.82%) Data Analyst
10 3 (8.82%) Microsoft BI Developer
10 3 (8.82%) Microsoft Developer
10 3 (8.82%) Senior Microsoft Developer
10 3 (8.82%) Senior SQL Server Developer
10 3 (8.82%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 6 (17.65%) .NET
2 2 (5.88%) CSS
2 2 (5.88%) CSS3
2 2 (5.88%) jQuery
2 2 (5.88%) LAMP
2 2 (5.88%) PySpark
2 2 (5.88%) Twitter Bootstrap
3 1 (2.94%) ASP.NET
3 1 (2.94%) MDX
Miscellaneous
1 3 (8.82%) Analytical Skills
1 3 (8.82%) Clustering
1 3 (8.82%) Replication
2 2 (5.88%) Greenfield Project
3 1 (2.94%) Management Information System
Operating Systems
1 2 (5.88%) Linux
Processes & Methodologies
1 28 (82.35%) Business Intelligence
2 14 (41.18%) ETL Development
3 13 (38.24%) Agile Software Development
3 13 (38.24%) Analytics
4 11 (32.35%) Data Analysis
5 9 (26.47%) Business Process Analysis
5 9 (26.47%) Data Modelling
6 6 (17.65%) Kimball Methodology
6 6 (17.65%) Release Management
7 5 (14.71%) Test Automation
7 5 (14.71%) Test Strategy
8 4 (11.76%) Data Analytics
8 4 (11.76%) Mentoring
8 4 (11.76%) Project Management
8 4 (11.76%) User Acceptance Testing
9 3 (8.82%) Continuous Improvement
9 3 (8.82%) CRM
9 3 (8.82%) Data Management
9 3 (8.82%) Database Optimisation
9 3 (8.82%) User Stories
Programming Languages
1 28 (82.35%) SQL
2 9 (26.47%) T-SQL
3 2 (5.88%) C#
3 2 (5.88%) JavaScript
3 2 (5.88%) PHP
3 2 (5.88%) Python
4 1 (2.94%) R
Qualifications
1 5 (14.71%) Microsoft Certification
2 2 (5.88%) CCA
2 2 (5.88%) Citrix Certification
2 2 (5.88%) MCSA
2 2 (5.88%) MCSD
Quality Assurance & Compliance
1 6 (17.65%) QA
2 1 (2.94%) Data Quality
Systems Management
1 2 (5.88%) Oozie
Vendors
1 15 (44.12%) Microsoft
2 13 (38.24%) Oracle
3 12 (35.29%) Tableau
4 2 (5.88%) Cloudera
4 2 (5.88%) Twitter
5 1 (2.94%) SAP