Period
to 21 November 2017

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

Extract, Transform and Load (ETL)
Suffolk > Ipswich
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 37 64 55
Rank change year-on-year +27 -9 +7
Permanent jobs citing ETL 23 3 16
As % of all permanent IT jobs advertised in Ipswich 6.05% 0.55% 2.37%
As % of the Processes & Methodologies category 6.76% 0.62% 2.69%
Number of salaries quoted 23 3 4
Ipswich median annual salary £40,000 £37,500 £42,000
Median salary % change year-on-year +6.67% -10.71% -32.80%
10th Percentile £34,500 £33,250 £37,375
90th Percentile £78,000 £43,750 £92,550
Suffolk median annual salary £40,000 £45,000 £42,000
% change year-on-year -11.11% +7.14% -32.80%

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 Ipswich with a requirement for process or methodology skills.

All Process and Methodology Skills
Ipswich
Permanent vacancies with a requirement for process or methodology skills 340 482 595
As % of all permanent IT jobs advertised in Ipswich 89.47% 87.96% 88.02%
Number of salaries quoted 322 403 508
Ipswich median annual salary £43,250 £37,500 £40,000
Median salary % change year-on-year +15.33% -6.25% -
10th Percentile £29,750 £22,850 £23,500
90th Percentile £60,000 £60,000 £60,000
Suffolk median annual salary £40,000 £37,500 £40,000
% change year-on-year +6.67% -6.25% -

ETL
Job Vacancy Trend in Ipswich

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

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 6 months to 21 November 2017.

Salary histogram for ETL in Ipswich

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 Ipswich region with a requirement for ETL.

1 21 (91.30%) Business Intelligence
2 18 (78.26%) SQL Server
2 18 (78.26%) SQL Server Integration Services
3 16 (69.57%) SQL
3 16 (69.57%) Oracle
3 16 (69.57%) Data Warehouse
4 13 (56.52%) SQL Server Reporting Services
4 13 (56.52%) Analytics
5 12 (52.17%) Microsoft Azure
5 12 (52.17%) Looker
5 12 (52.17%) Agile Software Development
6 11 (47.83%) ETL Development
6 11 (47.83%) Big Data
7 10 (43.48%) Amazon Redshift
7 10 (43.48%) Tableau
7 10 (43.48%) Collaborative Working
7 10 (43.48%) Data Analysis
7 10 (43.48%) MySQL
8 9 (39.13%) Business Process Analysis
9 8 (34.78%) Microsoft
9 8 (34.78%) QlikView
10 6 (26.09%) Amazon AWS
11 5 (21.74%) Azure SQL Database
11 5 (21.74%) Amazon S3
11 5 (21.74%) Analytical Skills
11 5 (21.74%) BigQuery
11 5 (21.74%) Google Cloud Platform
11 5 (21.74%) Azure SQL Data Warehouse
11 5 (21.74%) SQL Server Analysis Services
11 5 (21.74%) Retail

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 3 (13.04%) Oracle SOA Suite
2 1 (4.35%) Apache Spark
Business Applications
1 3 (13.04%) Dynamics NAV
2 2 (8.70%) Dynamics CRM
Cloud Services
1 12 (52.17%) Microsoft Azure
2 6 (26.09%) Amazon AWS
3 5 (21.74%) Amazon S3
3 5 (21.74%) Google Cloud Platform
4 3 (13.04%) Amazon EMR
4 3 (13.04%) SaaS
5 2 (8.70%) Serverless
6 1 (4.35%) AWS CloudFormation
6 1 (4.35%) AWS Lambda
6 1 (4.35%) Cloud Computing
Database & Business Intelligence
1 18 (78.26%) SQL Server
1 18 (78.26%) SQL Server Integration Services
2 16 (69.57%) Data Warehouse
3 13 (56.52%) SQL Server Reporting Services
4 12 (52.17%) Looker
5 11 (47.83%) Big Data
6 10 (43.48%) Amazon Redshift
6 10 (43.48%) MySQL
7 8 (34.78%) QlikView
8 5 (21.74%) Azure SQL Data Warehouse
8 5 (21.74%) Azure SQL Database
8 5 (21.74%) BigQuery
8 5 (21.74%) SQL Server Analysis Services
9 2 (8.70%) Amazon Aurora
9 2 (8.70%) Amazon QuickSight
9 2 (8.70%) Data Lake
9 2 (8.70%) Qlik Sense
10 1 (4.35%) Hadoop
10 1 (4.35%) OLAP
10 1 (4.35%) Power BI
Development Applications
1 1 (4.35%) SQL Server Management Studio (SSMS)
1 1 (4.35%) Team Foundation Server
1 1 (4.35%) Visual Studio
General
1 5 (21.74%) Retail
2 3 (13.04%) Finance
3 1 (4.35%) Advertising
3 1 (4.35%) Legal
Job Titles
1 14 (60.87%) Developer
2 13 (56.52%) Business Intelligence Developer
3 6 (26.09%) SSIS Developer
4 4 (17.39%) SQL BI Developer
4 4 (17.39%) SQL Developer
4 4 (17.39%) SQL Server BI Developer
4 4 (17.39%) SQL Server Developer
5 3 (13.04%) Architect
5 3 (13.04%) Lead Architect
6 2 (8.70%) Analyst
6 2 (8.70%) Analytics Developer
6 2 (8.70%) Business Developer
6 2 (8.70%) Business Intelligence Lead
6 2 (8.70%) Consultant
6 2 (8.70%) Lead Developer
6 2 (8.70%) Oracle BI Developer
6 2 (8.70%) Oracle Developer
6 2 (8.70%) SSRS Developer
6 2 (8.70%) Systems Engineer
6 2 (8.70%) Test Analyst
Libraries, Frameworks & Software Standards
1 4 (17.39%) .NET
2 1 (4.35%) WPF
2 1 (4.35%) XML
Miscellaneous
1 5 (21.74%) Analytical Skills
2 3 (13.04%) PDA
3 2 (8.70%) Algorithms
3 2 (8.70%) Computer Science
4 1 (4.35%) Data Structures
4 1 (4.35%) Equities
Processes & Methodologies
1 21 (91.30%) Business Intelligence
2 13 (56.52%) Analytics
3 12 (52.17%) Agile Software Development
4 11 (47.83%) ETL Development
5 10 (43.48%) Collaborative Working
5 10 (43.48%) Data Analysis
6 9 (39.13%) Business Process Analysis
7 5 (21.74%) CRM
7 5 (21.74%) ERP
8 4 (17.39%) Project Management
8 4 (17.39%) Release Management
8 4 (17.39%) Service Delivery
8 4 (17.39%) Test Automation
8 4 (17.39%) Test Strategy
8 4 (17.39%) Visualisation
9 3 (13.04%) ArchiMate
9 3 (13.04%) Continuous Integration
9 3 (13.04%) Data Integration
9 3 (13.04%) Microservices
9 3 (13.04%) TOGAF
Programming Languages
1 16 (69.57%) SQL
2 5 (21.74%) T-SQL
3 1 (4.35%) C#
3 1 (4.35%) Python
Qualifications
1 3 (13.04%) Degree
2 2 (8.70%) Computer Science Degree
Quality Assurance & Compliance
1 4 (17.39%) QA
2 2 (8.70%) ISO/IEC 27001
2 2 (8.70%) SLA
Systems Management
1 1 (4.35%) Terraform
Vendors
1 16 (69.57%) Oracle
2 10 (43.48%) Tableau
3 8 (34.78%) Microsoft
4 3 (13.04%) Google
4 3 (13.04%) SAP
5 1 (4.35%) Cloudera