The table below looks at the statistics for ETL skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 116 97
Rank change year-on-year
+27 -19
Permanent jobs citing ETL 29 23 35
As % of all permanent IT jobs located in Bristol 1.85% 1.17% 1.81%
As % of the Processes & Methodologies category 2.05% 1.32% 2.08%
Number of salaries quoted 18 21 18
Median salary £41,000 £40,000 £42,500
Median salary % change year-on-year
+2.50% -5.88%
90% offered a salary of more than £31,500 £30,000 £31,750
10% offered a salary of more than £60,000 £52,500 £55,750
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
South West

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

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1417 1739 1681
As % of all permanent IT jobs located in Bristol 90.37% 88.41% 86.96%
Number of salaries quoted 1223 1494 1320
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £27,500 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Bristol

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

ETL Jobs Demand Trend in Bristol

ETL
Salary Trend in Bristol

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

ETL Salary Trend in Bristol

ETL
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing ETL across the Bristol region over the 3 months to 29 June 2016.

ETL Salary Histogram in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 29 June 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 Bristol region with a requirement for ETL.

1 42 (77.78%) SQL
2 32 (59.26%) SQL Server Integration Services
3 31 (57.41%) Business Intelligence
4 30 (55.56%) SQL Server
5 29 (53.70%) Data Warehouse
6 22 (40.74%) Agile Software Development
7 19 (35.19%) Finance
8 14 (25.93%) SQL Server Reporting Services
9 13 (24.07%) Microsoft
9 13 (24.07%) SQL Server Analysis Services
9 13 (24.07%) SQL Server 2008
10 12 (22.22%) Informatica
11 11 (20.37%) Oracle
11 11 (20.37%) T-SQL
12 9 (16.67%) SQL Server 2012
12 9 (16.67%) Analytics
13 8 (14.81%) SharePoint
13 8 (14.81%) Project Management
13 8 (14.81%) Scrum
13 8 (14.81%) Data Analysis
13 8 (14.81%) Degree
13 8 (14.81%) Microsoft Azure
14 7 (12.96%) MS Excel
14 7 (12.96%) Analytical Skills
14 7 (12.96%) ETL Development
15 6 (11.11%) Patch Management
15 6 (11.11%) Windows
15 6 (11.11%) Data Modelling
15 6 (11.11%) HTML
15 6 (11.11%) JavaScript

ETL
Top Related IT Skills in Bristol 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 8 (14.81%) SharePoint
2 4 (7.41%) Mule
2 4 (7.41%) Mule ESB
2 4 (7.41%) PowerExchange
Applications
1 7 (12.96%) MS Excel
Cloud Services
1 8 (14.81%) Microsoft Azure
2 4 (7.41%) Amazon AWS
Database & Business Intelligence
1 32 (59.26%) SQL Server Integration Services
2 30 (55.56%) SQL Server
3 29 (53.70%) Data Warehouse
4 14 (25.93%) SQL Server Reporting Services
5 13 (24.07%) SQL Server 2008
5 13 (24.07%) SQL Server Analysis Services
6 9 (16.67%) SQL Server 2012
7 6 (11.11%) DB2
7 6 (11.11%) SQL Server 2005
8 4 (7.41%) MS Access
8 4 (7.41%) MySQL
8 4 (7.41%) Relational Database
8 4 (7.41%) SQL Server 2016
9 2 (3.70%) Big Data
9 2 (3.70%) Enterprise Data Warehouse
9 2 (3.70%) OLAP
9 2 (3.70%) OLAP Cube
9 2 (3.70%) Oracle Database
9 2 (3.70%) Oracle ODI
9 2 (3.70%) Oracle Reports
Development Applications
1 4 (7.41%) Git (software)
1 4 (7.41%) Gradle
1 4 (7.41%) Hudson
1 4 (7.41%) Selenium
1 4 (7.41%) Subversion
2 2 (3.70%) Visual Studio
3 1 (1.85%) Talend Open Studio
3 1 (1.85%) Team Foundation Server
General
1 19 (35.19%) Finance
2 2 (3.70%) Legal
3 1 (1.85%) Marketing
3 1 (1.85%) Retail
Job Titles
1 42 (77.78%) Developer
2 18 (33.33%) SQL Developer
3 17 (31.48%) Business Intelligence Developer
4 14 (25.93%) Business Developer
5 12 (22.22%) ETL Developer
6 10 (18.52%) SSIS Developer
7 8 (14.81%) Senior Developer
8 7 (12.96%) SSAS Developer
9 6 (11.11%) Analyst
9 6 (11.11%) DBA
9 6 (11.11%) Senior ETL Developer
9 6 (11.11%) SQL BI Developer
9 6 (11.11%) SQL DBA
10 5 (9.26%) Data Analyst
10 5 (9.26%) SQL Server Developer
10 5 (9.26%) SSRS Developer
11 4 (7.41%) Java Developer
11 4 (7.41%) Lead Developer
11 4 (7.41%) Lead Java Developer
12 3 (5.56%) Senior Informatica Developer
Libraries, Frameworks & Software Standards
1 6 (11.11%) HTML
1 6 (11.11%) HTML5
2 5 (9.26%) .NET
2 5 (9.26%) ASP.NET
3 4 (7.41%) CSS
3 4 (7.41%) Hibernate
3 4 (7.41%) SOAP
3 4 (7.41%) Spring
3 4 (7.41%) Spring Batch
3 4 (7.41%) Spring Boot
3 4 (7.41%) Web Services
4 3 (5.56%) XML
5 2 (3.70%) .NET Framework
5 2 (3.70%) ASP.NET MVC
5 2 (3.70%) ASP.NET MVC 3
5 2 (3.70%) ASP.NET Web Forms
5 2 (3.70%) Entity Framework
5 2 (3.70%) jQuery
5 2 (3.70%) MDX
5 2 (3.70%) WCF
Miscellaneous
1 7 (12.96%) Analytical Skills
2 6 (11.11%) Clustering
3 3 (5.56%) Mathematics
3 3 (5.56%) Statistics
3 3 (5.56%) Visualisation
4 1 (1.85%) Data Structures
4 1 (1.85%) Management Information System
Operating Systems
1 6 (11.11%) Windows
2 3 (5.56%) Unix
Processes & Methodologies
1 31 (57.41%) Business Intelligence
2 22 (40.74%) Agile Software Development
3 9 (16.67%) Analytics
4 8 (14.81%) Data Analysis
4 8 (14.81%) Project Management
4 8 (14.81%) Scrum
5 7 (12.96%) ETL Development
6 6 (11.11%) Data Modelling
6 6 (11.11%) Disaster Recovery
6 6 (11.11%) Patch Management
6 6 (11.11%) Waterfall
7 5 (9.26%) Data Analytics
7 5 (9.26%) Data Migration
7 5 (9.26%) Migration
8 4 (7.41%) CRM
8 4 (7.41%) DevOps
8 4 (7.41%) Front End Development
8 4 (7.41%) Technical Analysis
8 4 (7.41%) User Stories
8 4 (7.41%) Validation
Programming Languages
1 42 (77.78%) SQL
2 11 (20.37%) T-SQL
3 6 (11.11%) JavaScript
4 4 (7.41%) Java
5 3 (5.56%) VB
6 2 (3.70%) C#
6 2 (3.70%) PL/SQL
6 2 (3.70%) Shell Script
6 2 (3.70%) VBA
Qualifications
1 8 (14.81%) Degree
2 2 (3.70%) ITIL Certification
3 1 (1.85%) SC Cleared
3 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 4 (7.41%) Data Quality
Vendors
1 13 (24.07%) Microsoft
2 12 (22.22%) Informatica
3 11 (20.37%) Oracle
4 2 (3.70%) Telerik
5 1 (1.85%) IBM
5 1 (1.85%) Talend
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