Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Hemel Hempstead 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hertfordshire > Hemel Hempstead
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 44 58 70
Rank change year-on-year +14 +12 -8
Permanent jobs citing ETL 5 11 2
As % of all permanent IT jobs advertised in Hemel Hempstead 1.81% 2.66% 0.41%
As % of the Processes & Methodologies category 2.23% 3.23% 0.47%
Number of salaries quoted 4 15 2
Hemel Hempstead median annual salary £72,500 £60,000 £66,250
Median salary % change year-on-year +20.83% -9.43% +47.22%
10th Percentile £71,250 £44,000 £56,975
90th Percentile £73,750 £65,000 £75,725
Hertfordshire median annual salary £60,000 £51,500 £52,500
% change year-on-year +16.50% -1.90% +10.53%

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 Hemel Hempstead with a requirement for process or methodology skills.

All Process and Methodology Skills
Hemel Hempstead
Permanent vacancies with a requirement for process or methodology skills 224 341 422
As % of all permanent IT jobs advertised in Hemel Hempstead 81.16% 82.37% 87.01%
Number of salaries quoted 184 303 395
Hemel Hempstead median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% -
10th Percentile £25,000 £22,000 £28,100
90th Percentile £57,500 £67,250 £67,500
Hertfordshire median annual salary £50,000 £47,500 £49,000
% change year-on-year +5.26% -3.06% +6.52%

ETL
Job Vacancy Trend in Hemel Hempstead

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

Job vacancy trend for ETL in Hemel Hempstead

ETL
Salary Trend in Hemel Hempstead

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

Salary trend for ETL in Hemel Hempstead

For the 6 months to 14 December 2018, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Hemel Hempstead region with a requirement for ETL.

1 5 (100.00%) SQL Server
1 5 (100.00%) Data Warehouse
1 5 (100.00%) SQL Server Reporting Services
1 5 (100.00%) Data Analysis
1 5 (100.00%) SQL Server Integration Services
1 5 (100.00%) Power BI
2 4 (80.00%) Data Management
2 4 (80.00%) Azure Data Factory
2 4 (80.00%) Data Integration
2 4 (80.00%) Data Architecture
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Apache Spark
2 4 (80.00%) Data Modelling
2 4 (80.00%) Visualisation
2 4 (80.00%) Microsoft Azure
2 4 (80.00%) Tableau
2 4 (80.00%) Data Governance
2 4 (80.00%) Big Data
2 4 (80.00%) Hortonworks
2 4 (80.00%) Kafka
2 4 (80.00%) Microsoft
2 4 (80.00%) Dimensional Modelling
2 4 (80.00%) Analytics
2 4 (80.00%) Alteryx
2 4 (80.00%) Master Data Management
2 4 (80.00%) Metadata Management
3 1 (20.00%) Data Transformation
3 1 (20.00%) Data Cleansing
3 1 (20.00%) SQL Server 2012
3 1 (20.00%) Business Intelligence

ETL
Co-occurring IT Skills in Hemel Hempstead 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 4 (80.00%) Apache Spark
Cloud Services
1 4 (80.00%) Azure Data Factory
1 4 (80.00%) Microsoft Azure
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
1 5 (100.00%) Power BI
1 5 (100.00%) SQL Server
1 5 (100.00%) SQL Server Integration Services
1 5 (100.00%) SQL Server Reporting Services
2 4 (80.00%) Big Data
3 1 (20.00%) SQL Server 2012
3 1 (20.00%) SQL Server 2016
Development Applications
1 1 (20.00%) JIRA
General
1 1 (20.00%) Finance
1 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Architect
1 4 (80.00%) Data Architect
2 1 (20.00%) Developer
2 1 (20.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Kafka
2 1 (20.00%) .NET
2 1 (20.00%) JSON
2 1 (20.00%) Web Services
2 1 (20.00%) XML
Miscellaneous
1 4 (80.00%) Analytical Skills
Processes & Methodologies
1 5 (100.00%) Data Analysis
2 4 (80.00%) Analytics
2 4 (80.00%) Data Architecture
2 4 (80.00%) Data Governance
2 4 (80.00%) Data Integration
2 4 (80.00%) Data Management
2 4 (80.00%) Data Modelling
2 4 (80.00%) Dimensional Modelling
2 4 (80.00%) Master Data Management
2 4 (80.00%) Metadata Management
2 4 (80.00%) Visualisation
3 1 (20.00%) Agile Software Development
3 1 (20.00%) Business Intelligence
3 1 (20.00%) Data Cleansing
3 1 (20.00%) Data Transformation
3 1 (20.00%) E-Commerce
3 1 (20.00%) Migration
3 1 (20.00%) Test Automation
Programming Languages
1 1 (20.00%) SQL
Vendors
1 4 (80.00%) Alteryx
1 4 (80.00%) Hortonworks
1 4 (80.00%) Microsoft
1 4 (80.00%) Tableau