The table below looks at the statistics for ETL skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 49 61 68
Rank change year-on-year
+12 +7
Permanent jobs citing ETL 35 47 32
As % of all permanent IT jobs located in Glasgow 3.60% 3.63% 3.09%
As % of the Processes & Methodologies category 4.02% 4.03% 3.38%
Number of salaries quoted 23 30 17
Median salary £50,000 £47,500 £35,000
Median salary % change year-on-year
+5.26% +35.71%
90% offered a salary of more than £42,500 £40,000 £34,600
10% offered a salary of more than £57,000 £48,250 £57,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Scotland

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

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
870 1165 947
As % of all permanent IT jobs located in Glasgow 89.41% 89.96% 91.41%
Number of salaries quoted 512 744 603
Median salary £43,000 £42,500 £42,500
Median salary % change year-on-year
+1.17% -
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £57,500 £70,000 £56,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Glasgow

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

ETL Jobs Demand Trend in Glasgow

ETL
Salary Trend in Glasgow

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

ETL Salary Trend in Glasgow

ETL
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing ETL across the Glasgow region over the 3 months to 8 December 2016.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 8 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 Glasgow region with a requirement for ETL.

1 51 (70.83%) SQL
2 45 (62.50%) Business Intelligence
3 41 (56.94%) SQL Server
4 35 (48.61%) Data Warehouse
5 31 (43.06%) Oracle
5 31 (43.06%) SQL Server Integration Services
6 21 (29.17%) T-SQL
6 21 (29.17%) MicroStrategy
7 18 (25.00%) Agile Software Development
8 17 (23.61%) Data Modelling
8 17 (23.61%) Microsoft
9 16 (22.22%) Finance
9 16 (22.22%) Performance Tuning
10 15 (20.83%) PL/SQL
11 12 (16.67%) Analytical Skills
11 12 (16.67%) ETL Development
11 12 (16.67%) Analytics
12 11 (15.28%) Java
13 10 (13.89%) Unix
13 10 (13.89%) Big Data
13 10 (13.89%) Data Quality
13 10 (13.89%) Data Integration
14 9 (12.50%) Relational Database
14 9 (12.50%) Informatica
15 8 (11.11%) RDBMS
15 8 (11.11%) Information Management
16 7 (9.72%) Netezza
16 7 (9.72%) SQL Server Reporting Services
16 7 (9.72%) Linux
16 7 (9.72%) Oracle Database

ETL
Top Related IT Skills in Glasgow 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 6 (8.33%) SharePoint
2 5 (6.94%) Apache Pig
3 4 (5.56%) SAS
Applications
1 3 (4.17%) MS Excel
2 2 (2.78%) MS Project
2 2 (2.78%) MS Visio
Business Applications
1 6 (8.33%) Cognos Business Intelligence
2 4 (5.56%) Cognos TM1
2 4 (5.56%) Oracle Assets
2 4 (5.56%) Oracle Payables
3 3 (4.17%) Dynamics CRM
Cloud Services
1 3 (4.17%) Amazon AWS
1 3 (4.17%) GitHub
1 3 (4.17%) Microsoft Azure
2 2 (2.78%) Cloud Computing
2 2 (2.78%) SaaS
Communications & Networking
1 1 (1.39%) Internet
Database & Business Intelligence
1 41 (56.94%) SQL Server
2 35 (48.61%) Data Warehouse
3 31 (43.06%) SQL Server Integration Services
4 10 (13.89%) Big Data
5 9 (12.50%) Relational Database
6 8 (11.11%) RDBMS
7 7 (9.72%) Oracle Database
7 7 (9.72%) SQL Server Reporting Services
8 5 (6.94%) Apache Hive
8 5 (6.94%) BusinessObjects
8 5 (6.94%) Hadoop
8 5 (6.94%) HBase
8 5 (6.94%) Oracle Database 11g
9 4 (5.56%) Cognos Query Studio
9 4 (5.56%) DataStage
9 4 (5.56%) Oracle Database 10g
9 4 (5.56%) Oracle8/8i Database
9 4 (5.56%) Oracle9i Database
9 4 (5.56%) SQL Server 2005
10 3 (4.17%) Sqoop
Development Applications
1 6 (8.33%) Talend Open Studio
2 4 (5.56%) PVCS
2 4 (5.56%) Team Foundation Server
3 3 (4.17%) Git (software)
3 3 (4.17%) Visual Studio
4 1 (1.39%) JIRA
General
1 16 (22.22%) Finance
2 6 (8.33%) Legal
3 4 (5.56%) Banking
3 4 (5.56%) General Ledger
3 4 (5.56%) Law
4 3 (4.17%) Spanish Language
5 1 (1.39%) Advertising
5 1 (1.39%) Retail
Job Titles
1 43 (59.72%) Developer
2 16 (22.22%) SQL Developer
3 15 (20.83%) Senior Developer
4 14 (19.44%) Business Intelligence Developer
5 8 (11.11%) Consultant
6 7 (9.72%) Senior SQL Developer
7 6 (8.33%) Oracle Developer
8 5 (6.94%) Data Warehouse Manager
8 5 (6.94%) Senior SQL Server Developer
8 5 (6.94%) SQL Server Developer
9 4 (5.56%) Applications Manager
9 4 (5.56%) Applications Support
9 4 (5.56%) Applications Support Manager
9 4 (5.56%) Cognos Developer
9 4 (5.56%) ETL Developer
9 4 (5.56%) Senior Oracle Developer
9 4 (5.56%) Service Manager
9 4 (5.56%) Support Manager
10 3 (4.17%) Administrator
10 3 (4.17%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 6 (8.33%) .NET
1 6 (8.33%) CSS
1 6 (8.33%) HTML
2 5 (6.94%) MDX
3 2 (2.78%) ASP.NET
3 2 (2.78%) Web Services
Miscellaneous
1 12 (16.67%) Analytical Skills
2 10 (13.89%) Data Integration
3 7 (9.72%) Visualisation
4 5 (6.94%) Enterprise Software
4 5 (6.94%) Reference Data
5 4 (5.56%) Computer Science
5 4 (5.56%) Management Information System
6 1 (1.39%) Data Extraction
6 1 (1.39%) Derivative
6 1 (1.39%) Minimum Viable Product
6 1 (1.39%) Swaptions
Operating Systems
1 10 (13.89%) Unix
2 7 (9.72%) Linux
3 4 (5.56%) Solaris
4 2 (2.78%) Windows
4 2 (2.78%) Windows Server
Processes & Methodologies
1 45 (62.50%) Business Intelligence
2 18 (25.00%) Agile Software Development
3 17 (23.61%) Data Modelling
4 16 (22.22%) Performance Tuning
5 12 (16.67%) Analytics
5 12 (16.67%) ETL Development
6 8 (11.11%) Information Management
7 7 (9.72%) Data Analytics
8 6 (8.33%) Project Management
8 6 (8.33%) Wealth Management
9 5 (6.94%) Business Analysis
9 5 (6.94%) Data Management
9 5 (6.94%) Data Mapping
9 5 (6.94%) Service Delivery
9 5 (6.94%) Web Development
10 4 (5.56%) Customer Engagement
10 4 (5.56%) Data Governance
10 4 (5.56%) Infrastructure Management
10 4 (5.56%) Master Data Management
10 4 (5.56%) Mentoring
Programming Languages
1 51 (70.83%) SQL
2 21 (29.17%) T-SQL
3 15 (20.83%) PL/SQL
4 11 (15.28%) Java
5 6 (8.33%) C#
6 5 (6.94%) JavaScript
7 4 (5.56%) Perl
8 3 (4.17%) Python
8 3 (4.17%) R
9 2 (2.78%) PowerShell
10 1 (1.39%) C
Qualifications
1 6 (8.33%) Degree
2 4 (5.56%) Security Cleared
Quality Assurance & Compliance
1 10 (13.89%) Data Quality
2 4 (5.56%) QA
3 1 (1.39%) EMIR
3 1 (1.39%) MiFID
3 1 (1.39%) UCITS
System Software
1 3 (4.17%) HDFS
2 2 (2.78%) Apache Flume
Systems Management
1 3 (4.17%) Oozie
2 2 (2.78%) MOM
Vendors
1 31 (43.06%) Oracle
2 21 (29.17%) MicroStrategy
3 17 (23.61%) Microsoft
4 9 (12.50%) Informatica
5 7 (9.72%) Netezza
6 6 (8.33%) Cognos
6 6 (8.33%) Tableau
6 6 (8.33%) Talend
7 4 (5.56%) Ab Initio
7 4 (5.56%) IBM
7 4 (5.56%) SAP
7 4 (5.56%) Teradata
8 2 (2.78%) ESRI
8 2 (2.78%) Salesforce.com
9 1 (1.39%) Alteryx
9 1 (1.39%) Charles River
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago