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

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 24 35 61
Rank change year-on-year
+11 +26
Permanent jobs citing ETL 27 36 8
As % of all permanent IT jobs located in Slough 6.34% 5.69% 1.56%
As % of the Processes & Methodologies category 7.07% 6.65% 1.93%
Number of salaries quoted 26 27 7
Median salary £53,750 £60,000 £60,000
Median salary % change year-on-year
-10.41% -
90% offered a salary of more than £46,250 £44,600 £58,000
10% offered a salary of more than £66,250 £72,500 £62,500
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
ETL
Berkshire

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

Processes & Methodologies Category
Slough
Permanent IT job ads with a match in the
Processes & Methodologies category
382 541 415
As % of all permanent IT jobs located in Slough 89.67% 85.47% 80.90%
Number of salaries quoted 334 418 358
Median salary £57,500 £50,000 £50,000
Median salary % change year-on-year
+15.00% -
90% offered a salary of more than £40,000 £31,500 £35,000
10% offered a salary of more than £82,500 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Slough

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

ETL Jobs Demand Trend in Slough

ETL
Salary Trend in Slough

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

ETL Salary Trend in Slough

ETL
Salary Histogram in Slough

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

ETL Salary Histogram in Slough

ETL
Top 30 Related IT Skills in Slough

For the 6 months to 25 August 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 Slough region with a requirement for ETL.

1 37 (80.43%) Business Intelligence
2 32 (69.57%) SQL
3 30 (65.22%) Data Warehouse
4 26 (56.52%) SQL Server
5 21 (45.65%) Finance
6 20 (43.48%) Oracle
7 18 (39.13%) Data Modelling
8 17 (36.96%) SQL Server Integration Services
9 16 (34.78%) T-SQL
10 15 (32.61%) BusinessObjects
11 14 (30.43%) MDX
11 14 (30.43%) SQL Server 2012
12 13 (28.26%) Data Analysis Expressions (DAX)
12 13 (28.26%) SQL Server 2014
12 13 (28.26%) Agile Software Development
12 13 (28.26%) Cognos
13 12 (26.09%) Statistics
13 12 (26.09%) Performance Tuning
14 11 (23.91%) Logical Data Model
14 11 (23.91%) Physical Data Model
14 11 (23.91%) PL/SQL
14 11 (23.91%) IBM
14 11 (23.91%) DataStage
15 10 (21.74%) SQL Server Reporting Services
15 10 (21.74%) Kimball Methodology
16 9 (19.57%) Analytics
16 9 (19.57%) Project Management
16 9 (19.57%) Microsoft
16 9 (19.57%) SOA
16 9 (19.57%) SAP

ETL
Top Related IT Skills in Slough 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 5 (10.87%) WebSphere
2 1 (2.17%) IIS
2 1 (2.17%) SharePoint
2 1 (2.17%) Tomcat
Applications
1 4 (8.70%) MS Excel
2 2 (4.35%) MS Office
Cloud Services
1 1 (2.17%) Microsoft Azure
1 1 (2.17%) Office 365
1 1 (2.17%) SuccessFactors
Communications & Networking
1 2 (4.35%) S/MIME
1 2 (4.35%) SSL
Database & Business Intelligence
1 30 (65.22%) Data Warehouse
2 26 (56.52%) SQL Server
3 17 (36.96%) SQL Server Integration Services
4 15 (32.61%) BusinessObjects
5 14 (30.43%) SQL Server 2012
6 13 (28.26%) SQL Server 2014
7 11 (23.91%) DataStage
8 10 (21.74%) SQL Server Reporting Services
9 8 (17.39%) Data Mart
9 8 (17.39%) MySQL
9 8 (17.39%) OLAP
9 8 (17.39%) OLTP
9 8 (17.39%) SAP BW
10 5 (10.87%) Big Data
10 5 (10.87%) Business Intelligence Development Studio
10 5 (10.87%) Microsoft Analysis Services
10 5 (10.87%) SQL Server Analysis Services
11 4 (8.70%) Data Mining
11 4 (8.70%) DB2
11 4 (8.70%) Hadoop
Development Applications
1 5 (10.87%) JIRA
1 5 (10.87%) SQL Server Management Studio (SSMS)
1 5 (10.87%) Visual Studio
2 1 (2.17%) Toad
General
1 21 (45.65%) Finance
2 5 (10.87%) Telecoms
3 4 (8.70%) Legal
4 2 (4.35%) Banking
5 1 (2.17%) Automotive
5 1 (2.17%) Billing
5 1 (2.17%) Financial Institution
5 1 (2.17%) Law
Job Titles
1 19 (41.30%) Developer
2 14 (30.43%) Business Intelligence Developer
3 11 (23.91%) SQL Developer
4 9 (19.57%) Architect
4 9 (19.57%) Business Intelligence Architect
5 8 (17.39%) Business Intelligence Manager
5 8 (17.39%) SQL BI Developer
5 8 (17.39%) SSIS Developer
6 6 (13.04%) Analyst
6 6 (13.04%) Development Manager
6 6 (13.04%) SAP Development Manager
6 6 (13.04%) SAP Manager
7 4 (8.70%) Data Warehouse Architect
8 3 (6.52%) Applications Support
8 3 (6.52%) Applications Support Analyst
8 3 (6.52%) Microsoft BI Developer
8 3 (6.52%) Microsoft Developer
8 3 (6.52%) SSRS Developer
8 3 (6.52%) Support Analyst
9 2 (4.35%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 14 (30.43%) MDX
2 8 (17.39%) XML
3 5 (10.87%) .NET
3 5 (10.87%) Middleware
3 5 (10.87%) WebSphere MQ
4 3 (6.52%) JSON
5 2 (4.35%) ASP.NET
5 2 (4.35%) ASP.NET MVC
5 2 (4.35%) ASP.NET MVC 4
5 2 (4.35%) ASP.NET MVC 5
5 2 (4.35%) ASP.NET Web Forms
5 2 (4.35%) RESTful
5 2 (4.35%) SOAP
5 2 (4.35%) Web Services
5 2 (4.35%) XML Messaging
6 1 (2.17%) AngularJS
6 1 (2.17%) CSS
6 1 (2.17%) LAMP
6 1 (2.17%) Laravel
6 1 (2.17%) REST
Miscellaneous
1 12 (26.09%) Statistics
2 4 (8.70%) Analytical Skills
3 3 (6.52%) iSeries
4 2 (4.35%) Algorithms
4 2 (4.35%) Reference Data
5 1 (2.17%) AS400
5 1 (2.17%) Enterprise Software
5 1 (2.17%) Management Information System
5 1 (2.17%) Replication
5 1 (2.17%) Visualisation
Operating Systems
1 2 (4.35%) Android
1 2 (4.35%) Apple iOS
1 2 (4.35%) Linux
2 1 (2.17%) Red Hat Enterprise Linux
2 1 (2.17%) Unix
2 1 (2.17%) Windows
2 1 (2.17%) Windows Server
Processes & Methodologies
1 37 (80.43%) Business Intelligence
2 18 (39.13%) Data Modelling
3 13 (28.26%) Agile Software Development
4 12 (26.09%) Performance Tuning
5 11 (23.91%) Logical Data Model
5 11 (23.91%) Physical Data Model
6 10 (21.74%) Kimball Methodology
7 9 (19.57%) Analytics
7 9 (19.57%) Project Management
7 9 (19.57%) SOA
8 7 (15.22%) Translating Business Requirements
8 7 (15.22%) Waterfall
9 6 (13.04%) ETL Development
9 6 (13.04%) PRINCE2
9 6 (13.04%) Release Management
10 5 (10.87%) SDLC
11 4 (8.70%) ITIL
11 4 (8.70%) Target Operating Model
12 3 (6.52%) Data Management
12 3 (6.52%) E-Commerce
Programming Languages
1 32 (69.57%) SQL
2 16 (34.78%) T-SQL
3 13 (28.26%) Data Analysis Expressions (DAX)
4 11 (23.91%) PL/SQL
5 4 (8.70%) C#
6 2 (4.35%) JavaScript
6 2 (4.35%) RPG
6 2 (4.35%) RPG IV
7 1 (2.17%) ABAP
7 1 (2.17%) PHP
7 1 (2.17%) SAPscript
Qualifications
1 6 (13.04%) Oracle Certification
2 5 (10.87%) Degree
3 2 (4.35%) ISEB
Quality Assurance & Compliance
1 3 (6.52%) Data Quality
Vendors
1 20 (43.48%) Oracle
2 13 (28.26%) Cognos
3 11 (23.91%) IBM
4 9 (19.57%) Microsoft
4 9 (19.57%) SAP
5 2 (4.35%) Informatica
5 2 (4.35%) Splunk
6 1 (2.17%) Google
6 1 (2.17%) Red Hat
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