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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 106 112 71
Rank change year-on-year
+6 -41
Permanent jobs citing ETL 19 20 55
As % of all permanent IT jobs located in Bristol 1.11% 1.05% 3.04%
As % of the Processes & Methodologies category 1.25% 1.18% 3.56%
Number of salaries quoted 15 14 33
Median salary £47,500 £47,500 £50,000
Median salary % change year-on-year
- -5.00%
90% offered a salary of more than £40,000 £30,050 £40,000
10% offered a salary of more than £60,000 £68,500 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
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
1522 1689 1547
As % of all permanent IT jobs located in Bristol 88.85% 89.08% 85.56%
Number of salaries quoted 1318 1459 1279
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £28,576
10% offered a salary of more than £67,500 £67,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 September 2016.

ETL Salary Histogram in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 28 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 Bristol region with a requirement for ETL.

1 29 (58.00%) SQL
2 27 (54.00%) Data Warehouse
2 27 (54.00%) Business Intelligence
3 22 (44.00%) Oracle
4 21 (42.00%) Agile Software Development
5 19 (38.00%) Informatica
5 19 (38.00%) Finance
6 17 (34.00%) SQL Server Integration Services
7 14 (28.00%) SQL Server
8 13 (26.00%) Waterfall
9 12 (24.00%) SQL Server Reporting Services
9 12 (24.00%) Relational Database
9 12 (24.00%) ETL Development
10 10 (20.00%) SQL Server Analysis Services
10 10 (20.00%) Analytics
11 8 (16.00%) Degree
11 8 (16.00%) Scrum
11 8 (16.00%) Project Management
12 7 (14.00%) Unix
12 7 (14.00%) Microsoft
12 7 (14.00%) SharePoint
13 6 (12.00%) Shell Script
13 6 (12.00%) DB2
13 6 (12.00%) Migration
13 6 (12.00%) Data Migration
13 6 (12.00%) Analytical Skills
14 5 (10.00%) Data Analysis
14 5 (10.00%) Microsoft Azure
14 5 (10.00%) Data Analytics
14 5 (10.00%) XML

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 7 (14.00%) SharePoint
2 4 (8.00%) PowerExchange
3 3 (6.00%) Apache Spark
3 3 (6.00%) Elasticsearch
Applications
1 5 (10.00%) MS Excel
Cloud Services
1 5 (10.00%) Microsoft Azure
Database & Business Intelligence
1 27 (54.00%) Data Warehouse
2 17 (34.00%) SQL Server Integration Services
3 14 (28.00%) SQL Server
4 12 (24.00%) Relational Database
4 12 (24.00%) SQL Server Reporting Services
5 10 (20.00%) SQL Server Analysis Services
6 6 (12.00%) DB2
7 5 (10.00%) DataStage
8 4 (8.00%) Oracle ODI
8 4 (8.00%) SQL Server 2008
9 3 (6.00%) Azure SQL Database
9 3 (6.00%) Data Lake
9 3 (6.00%) Hadoop
9 3 (6.00%) Impala
9 3 (6.00%) Oracle Reports
9 3 (6.00%) PostgreSQL
9 3 (6.00%) SQL Server 2012
10 2 (4.00%) BusinessObjects
10 2 (4.00%) PowerCenter
10 2 (4.00%) RDBMS
Development Applications
1 3 (6.00%) Visual Studio
2 1 (2.00%) Talend Open Studio
2 1 (2.00%) Team Foundation Server
General
1 19 (38.00%) Finance
2 3 (6.00%) Advertising
3 2 (4.00%) Legal
3 2 (4.00%) Marketing
4 1 (2.00%) Retail
Job Titles
1 34 (68.00%) Developer
2 15 (30.00%) Senior Developer
3 13 (26.00%) Business Intelligence Developer
4 11 (22.00%) Business Developer
5 10 (20.00%) Informatica Developer
6 8 (16.00%) Senior Informatica Developer
6 8 (16.00%) SQL Developer
6 8 (16.00%) SSIS Developer
7 7 (14.00%) Analyst
7 7 (14.00%) ETL Developer
8 6 (12.00%) SSAS Developer
9 5 (10.00%) Data Analyst
9 5 (10.00%) SQL BI Developer
9 5 (10.00%) SSRS Developer
10 4 (8.00%) Oracle Developer
10 4 (8.00%) Senior ETL Developer
10 4 (8.00%) Senior Oracle Developer
11 3 (6.00%) Data Engineer
12 2 (4.00%) OBIEE Developer
12 2 (4.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 5 (10.00%) XML
2 3 (6.00%) .NET
2 3 (6.00%) ELK Stack
2 3 (6.00%) Kafka
3 2 (4.00%) ASP.NET
4 1 (2.00%) Web Services
Miscellaneous
1 6 (12.00%) Analytical Skills
2 3 (6.00%) Mathematics
2 3 (6.00%) Statistics
3 2 (4.00%) Visualisation
4 1 (2.00%) Clustering
Operating Systems
1 7 (14.00%) Unix
2 1 (2.00%) Windows
Processes & Methodologies
1 27 (54.00%) Business Intelligence
2 21 (42.00%) Agile Software Development
3 13 (26.00%) Waterfall
4 12 (24.00%) ETL Development
5 10 (20.00%) Analytics
6 8 (16.00%) Project Management
6 8 (16.00%) Scrum
7 6 (12.00%) Data Migration
7 6 (12.00%) Migration
8 5 (10.00%) Data Analysis
8 5 (10.00%) Data Analytics
8 5 (10.00%) Data Modelling
9 4 (8.00%) Data Validation
9 4 (8.00%) SDLC
9 4 (8.00%) Validation
10 3 (6.00%) Data Management
10 3 (6.00%) Machine Learning
10 3 (6.00%) Mentoring
11 2 (4.00%) Coaching
11 2 (4.00%) People Management
Programming Languages
1 29 (58.00%) SQL
2 6 (12.00%) Shell Script
3 3 (6.00%) T-SQL
4 2 (4.00%) PL/SQL
4 2 (4.00%) VB
5 1 (2.00%) C#
5 1 (2.00%) JavaScript
5 1 (2.00%) VBA
Qualifications
1 8 (16.00%) Degree
2 2 (4.00%) ITIL Certification
3 1 (2.00%) SC Cleared
3 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 3 (6.00%) Data Quality
System Software
1 3 (6.00%) Apache Flume
1 3 (6.00%) Docker
Systems Management
1 3 (6.00%) Kibana
1 3 (6.00%) logstash
Vendors
1 22 (44.00%) Oracle
2 19 (38.00%) Informatica
3 7 (14.00%) Microsoft
4 1 (2.00%) IBM
4 1 (2.00%) Talend
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Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: Yesterday
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Salary: £35000 - £50000 per annum + Excellent Benefits
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Salary: £45000 per annum
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