The following table provides summary statistics for permanent job vacancies advertised in St Albans with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Hertfordshire / St Albans
Rank 32 33 39
Rank change year-on-year +1 +6  
Permanent jobs citing ETL 14 2 4
As % of all permanent IT jobs advertised in St Albans 7.95% 2.06% 2.61%
As % of the Processes & Methodologies category 8.75% 2.35% 3.01%
Number of salaries quoted 5 1 4
Median salary £55,000 £60,000 £57,500
Median salary % change year-on-year -8.33% +4.34%  
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in St Albans with a requirement for process and methodology skills.

Process & Methodology Skills
St Albans
Permanent job vacancies with a requirement for process and methodology skills 160 85 133
As % of all permanent IT job vacancies advertised in St Albans 90.91% 87.63% 86.93%
Number of salaries quoted 144 78 127
Median salary £47,500 £50,000 £55,000
Median salary % change year-on-year -5.00% -9.09%  
90% offered a salary of more than £35,000 £27,950 £35,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in St Albans

The job posting trend of jobs advertised in St Albans citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in St Albans

ETL
Salary Trend in St Albans

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

Salary trend for ETL in St Albans

ETL
Salary Histogram in St Albans

The salary distribution of IT jobs citing ETL in St Albans over the 3 months to 27 March 2017.

Salary histogram for ETL in St Albans

ETL
Top 30 Related IT Skills in St Albans

For the 6 months to 27 March 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 St Albans region with a requirement for ETL.

1 20 (100.00%) SQL
1 20 (100.00%) Finance
1 20 (100.00%) SQL Server Reporting Services
1 20 (100.00%) SQL Server Integration Services
1 20 (100.00%) Data Analytics
1 20 (100.00%) Analytics
1 20 (100.00%) Analytical Skills
2 18 (90.00%) Visualisation
2 18 (90.00%) Data Visualisation
2 18 (90.00%) Tableau
3 15 (75.00%) Anti-Money Laundering
3 15 (75.00%) C#
3 15 (75.00%) Java
3 15 (75.00%) Stakeholder Management
3 15 (75.00%) Programme Management
3 15 (75.00%) T-SQL
3 15 (75.00%) VB.NET
3 15 (75.00%) .NET
3 15 (75.00%) SQL Server
3 15 (75.00%) SAP
3 15 (75.00%) Python
3 15 (75.00%) SAS
3 15 (75.00%) Business Intelligence
3 15 (75.00%) BusinessObjects
3 15 (75.00%) SPSS
3 15 (75.00%) Project Management
3 15 (75.00%) Degree
3 15 (75.00%) Resource Management
4 13 (65.00%) QlikView
4 13 (65.00%) Hadoop

ETL
Top Related IT Skills in St Albans 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 15 (75.00%) SAS
Applications
1 15 (75.00%) SPSS
Database & Business Intelligence
1 20 (100.00%) SQL Server Integration Services
1 20 (100.00%) SQL Server Reporting Services
2 15 (75.00%) BusinessObjects
2 15 (75.00%) SQL Server
3 13 (65.00%) Big Data
3 13 (65.00%) GIS
3 13 (65.00%) Hadoop
3 13 (65.00%) QlikView
General
1 20 (100.00%) Finance
Job Titles
1 16 (80.00%) Analytics Manager
1 16 (80.00%) Data Analytics Manager
1 16 (80.00%) Data Manager
1 16 (80.00%) Senior Analytics Manager
1 16 (80.00%) Senior Manager
2 15 (75.00%) Technical Manager
3 13 (65.00%) Fraud Manager
3 13 (65.00%) Senior Technical Manager
4 12 (60.00%) Software Manager
5 2 (10.00%) Forensic Manager
5 2 (10.00%) Programme Manager
5 2 (10.00%) Project Manager
5 2 (10.00%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 15 (75.00%) .NET
Miscellaneous
1 20 (100.00%) Analytical Skills
Processes & Methodologies
1 20 (100.00%) Analytics
1 20 (100.00%) Data Analytics
2 18 (90.00%) Data Visualisation
2 18 (90.00%) Visualisation
3 15 (75.00%) Anti-Money Laundering
3 15 (75.00%) Business Intelligence
3 15 (75.00%) Programme Management
3 15 (75.00%) Project Management
3 15 (75.00%) Resource Management
3 15 (75.00%) Stakeholder Management
4 5 (25.00%) Data Protection
5 3 (15.00%) Mentoring
6 2 (10.00%) Forensic Analysis
Programming Languages
1 20 (100.00%) SQL
2 15 (75.00%) C#
2 15 (75.00%) Java
2 15 (75.00%) Python
2 15 (75.00%) T-SQL
2 15 (75.00%) VB.NET
Qualifications
1 15 (75.00%) Degree
Vendors
1 18 (90.00%) Tableau
2 15 (75.00%) SAP