Period
to 26 September 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 26 September 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hertfordshire > Hemel Hempstead
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 48 57 65
Rank change year-on-year +9 +8 +12
Permanent jobs citing ETL 6 7 2
As % of all permanent IT jobs advertised in Hemel Hempstead 1.83% 1.68% 0.37%
As % of the Processes & Methodologies category 2.31% 2.08% 0.42%
Number of salaries quoted 5 11 2
Hemel Hempstead median annual salary £72,500 £60,000 £46,250
Median salary % change year-on-year +20.83% +29.73% +23.33%
10th Percentile £55,500 £41,250 £34,775
90th Percentile £73,750 £65,000 £57,525
Hertfordshire median annual salary £55,000 £51,500 £52,500
% change year-on-year +6.80% -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 260 336 479
As % of all permanent IT jobs advertised in Hemel Hempstead 79.27% 80.58% 88.38%
Number of salaries quoted 217 317 394
Hemel Hempstead median annual salary £45,000 £45,000 £45,000
10th Percentile £25,000 £23,000 £30,225
90th Percentile £60,000 £67,500 £67,500
Hertfordshire median annual salary £50,000 £47,000 £47,500
% change year-on-year +6.38% -1.05% +5.56%

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

ETL
Salary Histogram in Hemel Hempstead

The salary distribution of IT jobs citing ETL in Hemel Hempstead over the 6 months to 26 September 2018.

Salary histogram for ETL in Hemel Hempstead

For the 6 months to 26 September 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 6 (100.00%) SQL Server
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Microsoft
1 6 (100.00%) SQL Server Reporting Services
1 6 (100.00%) SQL Server Integration Services
1 6 (100.00%) Visualisation
1 6 (100.00%) Microsoft Azure
1 6 (100.00%) Power BI
2 4 (66.67%) Analytical Skills
2 4 (66.67%) Apache Spark
2 4 (66.67%) Analytics
2 4 (66.67%) Alteryx
2 4 (66.67%) Master Data Management
2 4 (66.67%) Metadata Management
2 4 (66.67%) Dimensional Modelling
2 4 (66.67%) Data Integration
2 4 (66.67%) Data Architecture
2 4 (66.67%) Tableau
2 4 (66.67%) Data Governance
2 4 (66.67%) Big Data
2 4 (66.67%) Hortonworks
2 4 (66.67%) Kafka
2 4 (66.67%) Data Analysis
2 4 (66.67%) Data Management
2 4 (66.67%) Data Modelling
2 4 (66.67%) Azure Data Factory
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Snowflake Schema
3 2 (33.33%) Star Schema
3 2 (33.33%) SQL

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 (66.67%) Apache Spark
Cloud Services
1 6 (100.00%) Microsoft Azure
2 4 (66.67%) Azure Data Factory
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Power BI
1 6 (100.00%) SQL Server
1 6 (100.00%) SQL Server Integration Services
1 6 (100.00%) SQL Server Reporting Services
2 4 (66.67%) Big Data
3 2 (33.33%) Snowflake Schema
3 2 (33.33%) SQL Server Analysis Services
3 2 (33.33%) Star Schema
Development Applications
1 2 (33.33%) SQL Server Management Studio (SSMS)
General
1 2 (33.33%) Advertising
Job Titles
1 4 (66.67%) Architect
1 4 (66.67%) Data Architect
2 2 (33.33%) Analyst
2 2 (33.33%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 4 (66.67%) Kafka
Miscellaneous
1 4 (66.67%) Analytical Skills
2 2 (33.33%) Greenfield Project
Processes & Methodologies
1 6 (100.00%) Visualisation
2 4 (66.67%) Analytics
2 4 (66.67%) Data Analysis
2 4 (66.67%) Data Architecture
2 4 (66.67%) Data Governance
2 4 (66.67%) Data Integration
2 4 (66.67%) Data Management
2 4 (66.67%) Data Modelling
2 4 (66.67%) Dimensional Modelling
2 4 (66.67%) Master Data Management
2 4 (66.67%) Metadata Management
3 2 (33.33%) Business Intelligence
3 2 (33.33%) Data Visualisation
3 2 (33.33%) Kimball Methodology
Programming Languages
1 2 (33.33%) Data Analysis Expressions (DAX)
1 2 (33.33%) SQL
1 2 (33.33%) T-SQL
Vendors
1 6 (100.00%) Microsoft
2 4 (66.67%) Alteryx
2 4 (66.67%) Hortonworks
2 4 (66.67%) Tableau