Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Norwich 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Norfolk > Norwich
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 41 53 47
Rank change year-on-year +12 -6 +11
Permanent jobs citing ETL 11 14 2
As % of all permanent IT jobs advertised in Norwich 3.74% 2.93% 0.62%
As % of the Processes & Methodologies category 3.97% 3.21% 0.79%
Number of salaries quoted 11 13 2
Norwich median annual salary £37,500 £45,000 £46,500
Median salary % change year-on-year -16.67% -3.23% +47.62%
10th Percentile £35,000 £42,250 £39,250
90th Percentile £41,250 £59,000 £53,750
Norfolk median annual salary £37,500 £45,000 £46,500
% change year-on-year -16.67% -3.23% +47.62%

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 Norwich with a requirement for process or methodology skills.

All Process and Methodology Skills
Norwich
Permanent vacancies with a requirement for process or methodology skills 277 436 254
As % of all permanent IT jobs advertised in Norwich 94.22% 91.21% 78.40%
Number of salaries quoted 202 351 205
Norwich median annual salary £39,750 £42,500 £32,500
Median salary % change year-on-year -6.47% +30.77% -9.72%
10th Percentile £26,250 £26,500 £22,000
90th Percentile £67,500 £58,000 £46,900
Norfolk median annual salary £40,000 £40,000 £32,500
% change year-on-year - +23.08% -9.72%

ETL
Job Vacancy Trend in Norwich

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

Job vacancy trend for ETL in Norwich

ETL
Salary Trend in Norwich

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

Salary trend for ETL in Norwich

ETL
Salary Histogram in Norwich

The salary distribution of IT jobs citing ETL in Norwich over the 6 months to 18 November 2017.

Salary histogram for ETL in Norwich

For the 6 months to 18 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 Norwich region with a requirement for ETL.

1 10 (90.91%) SQL
2 4 (36.36%) T-SQL
2 4 (36.36%) SQL Server
2 4 (36.36%) Business Intelligence
2 4 (36.36%) Microsoft
2 4 (36.36%) SQL Server Reporting Services
2 4 (36.36%) SQL Server Integration Services
3 3 (27.27%) Marketing
3 3 (27.27%) Agile Software Development
3 3 (27.27%) SQL Server Analysis Services
3 3 (27.27%) Finance
3 3 (27.27%) Advertising
3 3 (27.27%) OLTP
3 3 (27.27%) OLAP
3 3 (27.27%) Hadoop
3 3 (27.27%) Relational Database
3 3 (27.27%) ETL Development
4 2 (18.18%) Power BI
4 2 (18.18%) Continuous Delivery
4 2 (18.18%) Tricentis Tosca
4 2 (18.18%) Test Automation
4 2 (18.18%) Process Improvement
4 2 (18.18%) Analytics
4 2 (18.18%) SQL Server Management Studio (SSMS)
4 2 (18.18%) Analytical Skills
4 2 (18.18%) Web Services
4 2 (18.18%) .NET
4 2 (18.18%) Oracle
4 2 (18.18%) SLA
4 2 (18.18%) CRM

ETL
Co-occurring IT Skills in Norwich 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 1 (9.09%) Apache Spark
Cloud Services
1 2 (18.18%) Amazon AWS
1 2 (18.18%) Microsoft Azure
1 2 (18.18%) Tricentis Tosca
2 1 (9.09%) Amazon EMR
2 1 (9.09%) Amazon Kinesis
2 1 (9.09%) Amazon S3
2 1 (9.09%) Cloud Computing
Database & Business Intelligence
1 4 (36.36%) SQL Server
1 4 (36.36%) SQL Server Integration Services
1 4 (36.36%) SQL Server Reporting Services
2 3 (27.27%) Hadoop
2 3 (27.27%) OLAP
2 3 (27.27%) OLTP
2 3 (27.27%) Relational Database
2 3 (27.27%) SQL Server Analysis Services
3 2 (18.18%) Data Warehouse
3 2 (18.18%) Power BI
3 2 (18.18%) PowerCenter
4 1 (9.09%) Amazon DynamoDB
4 1 (9.09%) Amazon Redshift
4 1 (9.09%) Big Data
4 1 (9.09%) SQL Server 2008
Development Applications
1 2 (18.18%) Selenium
1 2 (18.18%) SQL Server Management Studio (SSMS)
2 1 (9.09%) JIRA
General
1 3 (27.27%) Advertising
1 3 (27.27%) Finance
1 3 (27.27%) Marketing
Job Titles
1 4 (36.36%) Developer
2 2 (18.18%) Architect
2 2 (18.18%) DBA
2 2 (18.18%) SQL DBA
3 1 (9.09%) Administrator
3 1 (9.09%) Analyst
3 1 (9.09%) Automation Tester
3 1 (9.09%) Business Intelligence Developer
3 1 (9.09%) Data Architect
3 1 (9.09%) Data Engineer
3 1 (9.09%) Database Developer
3 1 (9.09%) Senior Analyst
3 1 (9.09%) Senior Automation Tester
3 1 (9.09%) Senior Test Analyst
3 1 (9.09%) Senior Tester
3 1 (9.09%) Solutions Architect
3 1 (9.09%) Test Analyst
3 1 (9.09%) Tester
Libraries, Frameworks & Software Standards
1 2 (18.18%) .NET
1 2 (18.18%) Web Services
1 2 (18.18%) WPF
Miscellaneous
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Clustering
2 1 (9.09%) Algorithms
2 1 (9.09%) Data Structures
Operating Systems
1 1 (9.09%) Windows
1 1 (9.09%) Windows Server
Processes & Methodologies
1 4 (36.36%) Business Intelligence
2 3 (27.27%) Agile Software Development
2 3 (27.27%) ETL Development
3 2 (18.18%) Analytics
3 2 (18.18%) Continuous Delivery
3 2 (18.18%) CRM
3 2 (18.18%) Data Modelling
3 2 (18.18%) Database Marketing
3 2 (18.18%) E-Commerce
3 2 (18.18%) Process Improvement
3 2 (18.18%) Test Automation
3 2 (18.18%) Waterfall
4 1 (9.09%) Data Analysis
4 1 (9.09%) Data Integration
4 1 (9.09%) Data Management
4 1 (9.09%) Data Migration
4 1 (9.09%) Migration
4 1 (9.09%) Quality Management
4 1 (9.09%) Unit Testing
4 1 (9.09%) Workflow
Programming Languages
1 10 (90.91%) SQL
2 4 (36.36%) T-SQL
3 2 (18.18%) C#
4 1 (9.09%) Java
4 1 (9.09%) Scala
Quality Assurance & Compliance
1 2 (18.18%) SLA
2 1 (9.09%) Data Quality
Systems Management
1 1 (9.09%) Hadoop YARN
Vendors
1 4 (36.36%) Microsoft
2 2 (18.18%) Informatica
2 2 (18.18%) Oracle
2 2 (18.18%) Teradata
3 1 (9.09%) IBM