The table below looks at the statistics for ETL skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 66 - 81
Rank change year-on-year
- 0
Permanent jobs citing ETL 12 0 10
As % of all permanent IT jobs located in Southampton 1.82% - 1.17%
As % of the Processes & Methodologies category 2.20% - 1.38%
Number of salaries quoted 11 0 10
Median salary £40,000 - £31,250
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Hampshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Southampton region.

Processes & Methodologies Category
Southampton
Permanent IT job ads with a match in the
Processes & Methodologies category
545 568 724
As % of all permanent IT jobs located in Southampton 82.83% 84.15% 84.38%
Number of salaries quoted 512 515 639
Median salary £45,000 £42,500 £40,325
Median salary % change year-on-year
+5.88% +5.39%
90% offered a salary of more than £30,000 £27,500 £26,500
10% offered a salary of more than £58,000 £56,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Southampton

ETL
Salary Trend in Southampton

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

ETL Salary Trend in Southampton

ETL
Salary Histogram in Southampton

This chart provides a salary histogram for IT jobs citing ETL across the Southampton region over the 3 months to 25 September 2016.

ETL Salary Histogram in Southampton

ETL
Top 30 Related IT Skills in Southampton

For the 6 months to 25 September 2016, 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 Southampton region with a requirement for ETL.

1 14 (87.50%) SQL
2 13 (81.25%) SQL Server
3 12 (75.00%) SQL Server Reporting Services
4 11 (68.75%) SQL Server Integration Services
4 11 (68.75%) T-SQL
5 10 (62.50%) Microsoft
5 10 (62.50%) SQL Server 2012
6 9 (56.25%) NoSQL
6 9 (56.25%) Statistics
7 8 (50.00%) MS Excel
7 8 (50.00%) Analytical Skills
8 7 (43.75%) PowerShell
8 7 (43.75%) MySQL
8 7 (43.75%) Data Mining
8 7 (43.75%) Degree
9 6 (37.50%) Office 365
9 6 (37.50%) Performance Monitoring
10 5 (31.25%) Computer Science
10 5 (31.25%) Finance
11 4 (25.00%) Visual Studio
11 4 (25.00%) Analytics
11 4 (25.00%) SQL Server 2014
12 3 (18.75%) SQL Server 2008
12 3 (18.75%) Business Intelligence Development Studio
12 3 (18.75%) Machine Learning
12 3 (18.75%) CRM
12 3 (18.75%) Crystal Reports
12 3 (18.75%) Business Intelligence
12 3 (18.75%) Logistics
12 3 (18.75%) Agile Software Development

ETL
Top Related IT Skills in Southampton 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 2 (12.50%) Apache Spark
Applications
1 8 (50.00%) MS Excel
Cloud Services
1 6 (37.50%) Office 365
2 1 (6.25%) Azure Machine Learning
2 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 13 (81.25%) SQL Server
2 12 (75.00%) SQL Server Reporting Services
3 11 (68.75%) SQL Server Integration Services
4 10 (62.50%) SQL Server 2012
5 9 (56.25%) NoSQL
6 7 (43.75%) Data Mining
6 7 (43.75%) MySQL
7 4 (25.00%) SQL Server 2014
8 3 (18.75%) Business Intelligence Development Studio
8 3 (18.75%) Crystal Reports
8 3 (18.75%) SQL Server 2008
9 2 (12.50%) Hadoop
9 2 (12.50%) Neo4j
9 2 (12.50%) PostgreSQL
9 2 (12.50%) Power BI
9 2 (12.50%) SQL Server Analysis Services
10 1 (6.25%) Data Warehouse
Development Applications
1 4 (25.00%) Visual Studio
General
1 5 (31.25%) Finance
2 2 (12.50%) Multimedia
Job Titles
1 9 (56.25%) DBA
2 8 (50.00%) SQL DBA
3 7 (43.75%) SQL Server DBA
4 4 (25.00%) Developer
5 3 (18.75%) Database Developer
5 3 (18.75%) SQL Database Developer
5 3 (18.75%) SQL Developer
6 2 (12.50%) Data Scientist
6 2 (12.50%) Senior Data Scientist
7 1 (6.25%) Analytics Manager
7 1 (6.25%) Business Intelligence Analyst
7 1 (6.25%) Business Intelligence Manager
7 1 (6.25%) Data Analytics Manager
7 1 (6.25%) Data Manager
7 1 (6.25%) ETL Analyst
7 1 (6.25%) MySQL DBA
7 1 (6.25%) Production DBA
7 1 (6.25%) SQL Analyst
7 1 (6.25%) SQL Data Analyst
7 1 (6.25%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 2 (12.50%) Natural Language Processing
2 1 (6.25%) MDX
Miscellaneous
1 9 (56.25%) Statistics
2 8 (50.00%) Analytical Skills
3 5 (31.25%) Computer Science
4 2 (12.50%) Algorithms
4 2 (12.50%) Mathematics
4 2 (12.50%) Neural Network
4 2 (12.50%) Visualisation
Processes & Methodologies
1 6 (37.50%) Performance Monitoring
2 4 (25.00%) Analytics
3 3 (18.75%) Agile Software Development
3 3 (18.75%) Business Intelligence
3 3 (18.75%) CRM
3 3 (18.75%) Logistics
3 3 (18.75%) Machine Learning
4 2 (12.50%) Bayesian Methods
4 2 (12.50%) Data Engineering
4 2 (12.50%) Data Visualisation
4 2 (12.50%) Deep Learning
4 2 (12.50%) Digital Analytics
4 2 (12.50%) Kimball Methodology
4 2 (12.50%) Logistic Regression
4 2 (12.50%) Operations Research
4 2 (12.50%) Random Forest
4 2 (12.50%) Time Series Analysis
5 1 (6.25%) Data Analytics
5 1 (6.25%) ETL Development
5 1 (6.25%) Time Management
Programming Languages
1 14 (87.50%) SQL
2 11 (68.75%) T-SQL
3 7 (43.75%) PowerShell
Qualifications
1 7 (43.75%) Degree
2 2 (12.50%) Postgraduate
System Software
1 2 (12.50%) HDFS
Vendors
1 10 (62.50%) Microsoft