Period
to 24 April 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 24 April 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hertfordshire > Hemel Hempstead
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 46 59 62
Rank change year-on-year +13 +3 +10
Permanent jobs citing ETL 25 1 9
As % of all permanent IT jobs advertised in Hemel Hempstead 5.54% 0.24% 1.61%
As % of the Processes & Methodologies category 7.12% 0.32% 2.00%
Number of salaries quoted 23 1 9
Hemel Hempstead median annual salary £40,000 £75,000 £45,000
Median salary % change year-on-year -46.67% +66.67% +1.12%
10th Percentile £25,500 £72,500 £35,500
90th Percentile £60,000 £77,500 £51,000
Hertfordshire median annual salary £47,500 £55,000 £47,500
% change year-on-year -13.64% +15.79% -17.39%

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 351 309 451
As % of all permanent IT jobs advertised in Hemel Hempstead 77.83% 74.46% 80.68%
Number of salaries quoted 302 277 380
Hemel Hempstead median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% -
10th Percentile £23,575 £23,750 £28,000
90th Percentile £60,000 £70,000 £63,875
Hertfordshire median annual salary £52,500 £47,500 £47,500
% change year-on-year +10.53% - +3.26%

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 24 April 2018.

Salary histogram for ETL in Hemel Hempstead

For the 6 months to 24 April 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 24 (96.00%) Business Intelligence
2 21 (84.00%) SQL
2 21 (84.00%) Power BI
3 20 (80.00%) SQL Server
4 18 (72.00%) Data Warehouse
5 17 (68.00%) SQL Server Integration Services
6 16 (64.00%) Visualisation
7 15 (60.00%) T-SQL
7 15 (60.00%) Microsoft
8 14 (56.00%) Advertising
9 13 (52.00%) SQL Server Analysis Services
9 13 (52.00%) Data Analysis Expressions (DAX)
10 12 (48.00%) Data Visualisation
10 12 (48.00%) Microsoft Azure
10 12 (48.00%) SQL Server Reporting Services
11 11 (44.00%) SQL Server Management Studio (SSMS)
12 9 (36.00%) Kimball Methodology
12 9 (36.00%) Greenfield Project
13 8 (32.00%) Snowflake Schema
13 8 (32.00%) Star Schema
13 8 (32.00%) Data Modelling
14 7 (28.00%) Microsoft Excel
14 7 (28.00%) VBA
14 7 (28.00%) Analytics
14 7 (28.00%) Business Analytics
14 7 (28.00%) PowerPivot
15 4 (16.00%) Spreadsheet
15 4 (16.00%) Retail
15 4 (16.00%) QlikView
15 4 (16.00%) Cognos

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 1 (4.00%) SharePoint
Applications
1 7 (28.00%) Microsoft Excel
2 4 (16.00%) Spreadsheet
Cloud Services
1 12 (48.00%) Microsoft Azure
2 3 (12.00%) Amazon AWS
Database & Business Intelligence
1 21 (84.00%) Power BI
2 20 (80.00%) SQL Server
3 18 (72.00%) Data Warehouse
4 17 (68.00%) SQL Server Integration Services
5 13 (52.00%) SQL Server Analysis Services
6 12 (48.00%) SQL Server Reporting Services
7 8 (32.00%) Snowflake Schema
7 8 (32.00%) Star Schema
8 7 (28.00%) PowerPivot
9 4 (16.00%) QlikView
10 3 (12.00%) Amazon Redshift
10 3 (12.00%) Apache Cassandra
10 3 (12.00%) MariaDB
10 3 (12.00%) MySQL
10 3 (12.00%) OLAP
10 3 (12.00%) OLTP
10 3 (12.00%) Oracle Database
10 3 (12.00%) Oracle OLAP
10 3 (12.00%) Qlik Sense
11 1 (4.00%) NoSQL
Development Applications
1 11 (44.00%) SQL Server Management Studio (SSMS)
2 1 (4.00%) Git (software)
2 1 (4.00%) JIRA
General
1 14 (56.00%) Advertising
2 4 (16.00%) Retail
Job Titles
1 14 (56.00%) Analyst
1 14 (56.00%) Business Intelligence Analyst
2 8 (32.00%) Developer
3 5 (20.00%) Business Intelligence Developer
4 3 (12.00%) DBA
4 3 (12.00%) Excel Analyst
4 3 (12.00%) Oracle DBA
4 3 (12.00%) SQL DBA
5 2 (8.00%) Data Warehouse Developer
5 2 (8.00%) Power BI Developer
6 1 (4.00%) Analyst Developer
6 1 (4.00%) Applications Developer
6 1 (4.00%) Business Intelligence Consultant
6 1 (4.00%) Consultant
6 1 (4.00%) ETL Developer
6 1 (4.00%) NoSQL Developer
6 1 (4.00%) SQL Developer
6 1 (4.00%) SSIS Developer
6 1 (4.00%) Test Consultant
6 1 (4.00%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (12.00%) .NET
1 3 (12.00%) WPF
2 1 (4.00%) JSON
2 1 (4.00%) MDX
2 1 (4.00%) REST
2 1 (4.00%) SOAP
2 1 (4.00%) XML
2 1 (4.00%) XML Schema
2 1 (4.00%) XSD
2 1 (4.00%) XSLT
Miscellaneous
1 9 (36.00%) Greenfield Project
2 3 (12.00%) Clustering
3 1 (4.00%) Enterprise Software
Processes & Methodologies
1 24 (96.00%) Business Intelligence
2 16 (64.00%) Visualisation
3 12 (48.00%) Data Visualisation
4 9 (36.00%) Kimball Methodology
5 8 (32.00%) Data Modelling
6 7 (28.00%) Analytics
6 7 (28.00%) Business Analytics
7 4 (16.00%) Data Strategy
7 4 (16.00%) Stakeholder Engagement
7 4 (16.00%) Stakeholder Management
8 3 (12.00%) Database Optimisation
8 3 (12.00%) High Availability
8 3 (12.00%) Performance Tuning
8 3 (12.00%) Problem-Solving
8 3 (12.00%) Rapid Prototyping
9 2 (8.00%) Agile Software Development
10 1 (4.00%) OOD
10 1 (4.00%) Scrum
10 1 (4.00%) Test Automation
10 1 (4.00%) Unit Testing
Programming Languages
1 21 (84.00%) SQL
2 15 (60.00%) T-SQL
3 13 (52.00%) Data Analysis Expressions (DAX)
4 7 (28.00%) VBA
5 3 (12.00%) C#
5 3 (12.00%) PowerShell
6 1 (4.00%) Java
6 1 (4.00%) JavaScript
6 1 (4.00%) SPARQL
6 1 (4.00%) XPath
6 1 (4.00%) XQuery
Qualifications
1 3 (12.00%) Degree
2 1 (4.00%) ISEB
2 1 (4.00%) ISTQB
2 1 (4.00%) Security Cleared
Vendors
1 15 (60.00%) Microsoft
2 4 (16.00%) Cognos
2 4 (16.00%) Tableau
3 3 (12.00%) Oracle
4 2 (8.00%) Google
4 2 (8.00%) Twitter
5 1 (4.00%) Talend