Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
East of England > Suffolk
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 49 83 70
Rank change year-on-year +34 -13 +13
Permanent jobs citing ETL 28 5 16
As % of all permanent IT jobs advertised in Suffolk 4.88% 0.51% 1.78%
As % of the Processes & Methodologies category 5.56% 0.58% 2.05%
Number of salaries quoted 27 5 4
Suffolk median annual salary £40,000 £45,000 £42,000
Median salary % change year-on-year -11.11% +7.14% -32.80%
10th Percentile £34,200 £34,000 £37,375
90th Percentile £69,000 £53,400 £92,550
East of England median annual salary £47,500 £50,000 £46,250
% change year-on-year -5.00% +8.11% -7.50%

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 Suffolk with a requirement for process or methodology skills.

All Process and Methodology Skills
Suffolk
Permanent vacancies with a requirement for process or methodology skills 504 862 782
As % of all permanent IT jobs advertised in Suffolk 87.80% 88.23% 86.79%
Number of salaries quoted 473 749 658
Suffolk median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% -
10th Percentile £25,000 £23,250 £23,500
90th Percentile £60,000 £60,000 £60,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

ETL
Job Vacancy Trend in Suffolk

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

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 6 months to 21 November 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ipswich +27 23 £40,000 +6.67% 3
ETL
East of England

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 Suffolk region with a requirement for ETL.

1 25 (89.29%) Business Intelligence
2 20 (71.43%) SQL
2 20 (71.43%) SQL Server
2 20 (71.43%) SQL Server Integration Services
3 18 (64.29%) Oracle
4 17 (60.71%) Data Warehouse
5 14 (50.00%) SQL Server Reporting Services
5 14 (50.00%) ETL Development
6 13 (46.43%) Looker
6 13 (46.43%) Microsoft Azure
6 13 (46.43%) Analytics
6 13 (46.43%) Agile Software Development
7 11 (39.29%) MySQL
7 11 (39.29%) Big Data
7 11 (39.29%) Tableau
8 10 (35.71%) Amazon Redshift
8 10 (35.71%) Data Analysis
8 10 (35.71%) Collaborative Working
9 9 (32.14%) Business Process Analysis
9 9 (32.14%) QlikView
10 8 (28.57%) Microsoft
11 7 (25.00%) Release Management
11 7 (25.00%) Test Strategy
11 7 (25.00%) QA
11 7 (25.00%) Test Automation
12 6 (21.43%) Amazon AWS
12 6 (21.43%) Retail
13 5 (17.86%) T-SQL
13 5 (17.86%) .NET
13 5 (17.86%) ERP

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 (10.71%) Oracle SOA Suite
2 1 (3.57%) Apache Spark
Business Applications
1 3 (10.71%) Dynamics NAV
2 2 (7.14%) Dynamics CRM
Cloud Services
1 13 (46.43%) Microsoft Azure
2 6 (21.43%) Amazon AWS
3 5 (17.86%) Amazon S3
3 5 (17.86%) Google Cloud Platform
4 3 (10.71%) Amazon EMR
4 3 (10.71%) SaaS
5 2 (7.14%) Serverless
6 1 (3.57%) AWS CloudFormation
6 1 (3.57%) AWS Lambda
6 1 (3.57%) Cloud Computing
Database & Business Intelligence
1 20 (71.43%) SQL Server
1 20 (71.43%) SQL Server Integration Services
2 17 (60.71%) Data Warehouse
3 14 (50.00%) SQL Server Reporting Services
4 13 (46.43%) Looker
5 11 (39.29%) Big Data
5 11 (39.29%) MySQL
6 10 (35.71%) Amazon Redshift
7 9 (32.14%) QlikView
8 5 (17.86%) Azure SQL Data Warehouse
8 5 (17.86%) Azure SQL Database
8 5 (17.86%) BigQuery
8 5 (17.86%) SQL Server Analysis Services
9 2 (7.14%) Amazon Aurora
9 2 (7.14%) Amazon QuickSight
9 2 (7.14%) Data Lake
9 2 (7.14%) Qlik Sense
10 1 (3.57%) Hadoop
10 1 (3.57%) Oracle Database
10 1 (3.57%) Power BI
Development Applications
1 1 (3.57%) SQL Server Management Studio (SSMS)
1 1 (3.57%) Team Foundation Server
1 1 (3.57%) Visual Studio
General
1 6 (21.43%) Retail
2 3 (10.71%) Finance
3 1 (3.57%) Advertising
3 1 (3.57%) Legal
Job Titles
1 17 (60.71%) Developer
2 16 (57.14%) Business Intelligence Developer
3 6 (21.43%) SSIS Developer
4 4 (14.29%) SQL BI Developer
4 4 (14.29%) SQL Developer
4 4 (14.29%) SQL Server BI Developer
4 4 (14.29%) SQL Server Developer
5 3 (10.71%) Analyst
5 3 (10.71%) Architect
5 3 (10.71%) Lead Architect
5 3 (10.71%) Test Analyst
6 2 (7.14%) Analytics Developer
6 2 (7.14%) Business Developer
6 2 (7.14%) Business Intelligence Analyst
6 2 (7.14%) Business Intelligence Lead
6 2 (7.14%) Consultant
6 2 (7.14%) Lead Developer
6 2 (7.14%) Oracle Developer
6 2 (7.14%) SSRS Developer
6 2 (7.14%) Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (17.86%) .NET
2 1 (3.57%) WPF
2 1 (3.57%) XML
Miscellaneous
1 5 (17.86%) Analytical Skills
2 3 (10.71%) PDA
3 2 (7.14%) Algorithms
3 2 (7.14%) Computer Science
3 2 (7.14%) Data Structures
4 1 (3.57%) Equities
Processes & Methodologies
1 25 (89.29%) Business Intelligence
2 14 (50.00%) ETL Development
3 13 (46.43%) Agile Software Development
3 13 (46.43%) Analytics
4 10 (35.71%) Collaborative Working
4 10 (35.71%) Data Analysis
5 9 (32.14%) Business Process Analysis
6 7 (25.00%) Release Management
6 7 (25.00%) Test Automation
6 7 (25.00%) Test Strategy
7 5 (17.86%) CRM
7 5 (17.86%) ERP
8 4 (14.29%) Continuous Integration
8 4 (14.29%) Project Management
8 4 (14.29%) Service Delivery
8 4 (14.29%) Visualisation
9 3 (10.71%) ArchiMate
9 3 (10.71%) Data Integration
9 3 (10.71%) Data Modelling
9 3 (10.71%) Microservices
Programming Languages
1 20 (71.43%) SQL
2 5 (17.86%) T-SQL
3 1 (3.57%) C#
3 1 (3.57%) Python
Qualifications
1 3 (10.71%) Degree
2 2 (7.14%) Computer Science Degree
Quality Assurance & Compliance
1 7 (25.00%) QA
2 2 (7.14%) ISO/IEC 27001
2 2 (7.14%) SLA
3 1 (3.57%) Data Quality
Systems Management
1 1 (3.57%) Terraform
Vendors
1 18 (64.29%) Oracle
2 11 (39.29%) Tableau
3 8 (28.57%) Microsoft
4 3 (10.71%) Google
4 3 (10.71%) SAP
5 1 (3.57%) Cloudera