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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 72 72 82
Rank change year-on-year
0 +10
Permanent jobs citing ETL 5 12 1
As % of all permanent IT jobs located in Southampton 0.80% 1.68% 0.13%
As % of the Processes & Methodologies category 0.97% 1.94% 0.15%
Number of salaries quoted 4 11 1
Median salary £40,000 £44,500 £37,500
Median salary % change year-on-year
-10.11% +18.66%
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
518 620 665
As % of all permanent IT jobs located in Southampton 82.88% 86.59% 85.04%
Number of salaries quoted 415 570 555
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £26,450
10% offered a salary of more than £60,000 £60,000 £57,500
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
Top 30 Related IT Skills in Southampton

For the 6 months to 7 December 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 13 (86.67%) SQL
2 11 (73.33%) SQL Server
3 10 (66.67%) Statistics
4 9 (60.00%) SQL Server Reporting Services
4 9 (60.00%) NoSQL
4 9 (60.00%) Analytical Skills
5 8 (53.33%) T-SQL
5 8 (53.33%) Data Mining
6 7 (46.67%) Degree
6 7 (46.67%) MySQL
6 7 (46.67%) MS Excel
6 7 (46.67%) Performance Monitoring
6 7 (46.67%) SQL Server 2012
6 7 (46.67%) SQL Server Integration Services
6 7 (46.67%) PowerShell
7 6 (40.00%) Office 365
7 6 (40.00%) Microsoft
7 6 (40.00%) Finance
8 5 (33.33%) Analytics
8 5 (33.33%) Computer Science
9 4 (26.67%) Business Intelligence
10 3 (20.00%) Visualisation
10 3 (20.00%) Machine Learning
11 2 (13.33%) Deep Learning
11 2 (13.33%) Data Analytics
11 2 (13.33%) HDFS
11 2 (13.33%) Bayesian Methods
11 2 (13.33%) Time Series Analysis
11 2 (13.33%) Apache Spark
11 2 (13.33%) Algorithms

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 (13.33%) Apache Spark
Applications
1 7 (46.67%) MS Excel
2 1 (6.67%) Spreadsheet
Cloud Services
1 6 (40.00%) Office 365
2 1 (6.67%) Azure Machine Learning
2 1 (6.67%) Microsoft Azure
Database & Business Intelligence
1 11 (73.33%) SQL Server
2 9 (60.00%) NoSQL
2 9 (60.00%) SQL Server Reporting Services
3 8 (53.33%) Data Mining
4 7 (46.67%) MySQL
4 7 (46.67%) SQL Server 2012
4 7 (46.67%) SQL Server Integration Services
5 2 (13.33%) Hadoop
5 2 (13.33%) Neo4j
5 2 (13.33%) PostgreSQL
6 1 (6.67%) BusinessObjects
6 1 (6.67%) Crystal Reports
6 1 (6.67%) Data Warehouse
6 1 (6.67%) Power BI
6 1 (6.67%) SQL Server Analysis Services
General
1 6 (40.00%) Finance
2 2 (13.33%) Multimedia
3 1 (6.67%) Back Office
Job Titles
1 9 (60.00%) DBA
1 9 (60.00%) SQL DBA
2 8 (53.33%) SQL Server DBA
3 2 (13.33%) Analytics Manager
3 2 (13.33%) Business Intelligence Manager
3 2 (13.33%) Data Analytics Manager
3 2 (13.33%) Data Manager
3 2 (13.33%) Data Scientist
3 2 (13.33%) Senior Data Scientist
4 1 (6.67%) Analyst
4 1 (6.67%) Business Intelligence Analyst
4 1 (6.67%) Developer
4 1 (6.67%) ETL Analyst
4 1 (6.67%) MySQL DBA
4 1 (6.67%) Production DBA
4 1 (6.67%) SQL Analyst
4 1 (6.67%) SQL Data Analyst
4 1 (6.67%) SSIS Analyst
4 1 (6.67%) Technical Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) Natural Language Processing
2 1 (6.67%) MDX
Miscellaneous
1 10 (66.67%) Statistics
2 9 (60.00%) Analytical Skills
3 5 (33.33%) Computer Science
4 3 (20.00%) Visualisation
5 2 (13.33%) Algorithms
5 2 (13.33%) Mathematics
5 2 (13.33%) Neural Network
6 1 (6.67%) Management Information System
Processes & Methodologies
1 7 (46.67%) Performance Monitoring
2 5 (33.33%) Analytics
3 4 (26.67%) Business Intelligence
4 3 (20.00%) Machine Learning
5 2 (13.33%) Agile Software Development
5 2 (13.33%) Bayesian Methods
5 2 (13.33%) Data Analytics
5 2 (13.33%) Data Engineering
5 2 (13.33%) Data Management
5 2 (13.33%) Data Visualisation
5 2 (13.33%) Deep Learning
5 2 (13.33%) Digital Analytics
5 2 (13.33%) Logistic Regression
5 2 (13.33%) Operations Research
5 2 (13.33%) Random Forest
5 2 (13.33%) Time Management
5 2 (13.33%) Time Series Analysis
6 1 (6.67%) ETL Development
6 1 (6.67%) Service Delivery
6 1 (6.67%) Stakeholder Management
Programming Languages
1 13 (86.67%) SQL
2 8 (53.33%) T-SQL
3 7 (46.67%) PowerShell
4 1 (6.67%) VB
Qualifications
1 7 (46.67%) Degree
2 2 (13.33%) Postgraduate
System Software
1 2 (13.33%) HDFS
Vendors
1 6 (40.00%) Microsoft
Southampton, Hampshire
Evolution Recruitment Solutions
Salary: 45,000 + Benefits
Posted: Yesterday