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

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 107 104 59
Rank change year-on-year
-3 -45
Permanent jobs citing ETL 19 36 80
As % of all permanent IT jobs located in Bristol 1.24% 1.87% 3.96%
As % of the Processes & Methodologies category 1.35% 2.08% 4.64%
Number of salaries quoted 16 25 60
Median salary £40,750 £45,000 £42,000
Median salary % change year-on-year
-9.44% +7.14%
90% offered a salary of more than £38,750 £32,500 £35,000
10% offered a salary of more than £47,500 £54,000 £55,500
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
1406 1729 1725
As % of all permanent IT jobs located in Bristol 92.08% 89.96% 85.40%
Number of salaries quoted 1146 1507 1392
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £72,500 £70,000 £67,500
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 4 December 2016.

ETL Salary Histogram in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 4 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 Bristol region with a requirement for ETL.

1 21 (52.50%) Oracle
2 19 (47.50%) SQL
2 19 (47.50%) Informatica
2 19 (47.50%) Agile Software Development
3 16 (40.00%) Data Warehouse
4 14 (35.00%) Business Intelligence
5 13 (32.50%) Waterfall
6 12 (30.00%) ETL Development
7 11 (27.50%) Relational Database
7 11 (27.50%) SQL Server Integration Services
7 11 (27.50%) SQL Server
7 11 (27.50%) Finance
8 7 (17.50%) Analytics
9 6 (15.00%) Shell Script
9 6 (15.00%) Unix
9 6 (15.00%) SQL Server Reporting Services
10 5 (12.50%) SQL Server Analysis Services
10 5 (12.50%) Oracle ODI
10 5 (12.50%) DB2
10 5 (12.50%) Scrum
11 4 (10.00%) CRM
11 4 (10.00%) XML
11 4 (10.00%) DataStage
11 4 (10.00%) Talend
11 4 (10.00%) Talend Open Studio
11 4 (10.00%) Analytical Skills
11 4 (10.00%) SDLC
12 3 (7.50%) Elasticsearch
12 3 (7.50%) Apache Spark
12 3 (7.50%) ELK Stack

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 3 (7.50%) Apache Spark
1 3 (7.50%) Elasticsearch
2 2 (5.00%) SharePoint
2 2 (5.00%) SugarCRM
3 1 (2.50%) BizTalk Server
Applications
1 3 (7.50%) MS Excel
Cloud Services
1 3 (7.50%) Microsoft Azure
Database & Business Intelligence
1 16 (40.00%) Data Warehouse
2 11 (27.50%) Relational Database
2 11 (27.50%) SQL Server
2 11 (27.50%) SQL Server Integration Services
3 6 (15.00%) SQL Server Reporting Services
4 5 (12.50%) DB2
4 5 (12.50%) Oracle ODI
4 5 (12.50%) SQL Server Analysis Services
5 4 (10.00%) DataStage
6 3 (7.50%) Azure SQL Database
6 3 (7.50%) Data Lake
6 3 (7.50%) Hadoop
6 3 (7.50%) Impala
6 3 (7.50%) Oracle Reports
6 3 (7.50%) PostgreSQL
7 2 (5.00%) Enterprise Data Warehouse
7 2 (5.00%) Oracle Database
7 2 (5.00%) Oracle Database 11g
7 2 (5.00%) RDBMS
7 2 (5.00%) Spotfire
Development Applications
1 4 (10.00%) Talend Open Studio
2 3 (7.50%) Visual Studio
3 1 (2.50%) MSTest
3 1 (2.50%) NUnit
3 1 (2.50%) Team Foundation Server
General
1 11 (27.50%) Finance
2 3 (7.50%) Advertising
3 2 (5.00%) Legal
3 2 (5.00%) Marketing
4 1 (2.50%) Retail
Job Titles
1 29 (72.50%) Developer
2 16 (40.00%) Senior Developer
3 10 (25.00%) Informatica Developer
4 8 (20.00%) Business Intelligence Developer
5 7 (17.50%) ETL Developer
5 7 (17.50%) Senior Informatica Developer
6 5 (12.50%) Analyst
6 5 (12.50%) Business Developer
6 5 (12.50%) Senior ETL Developer
7 4 (10.00%) Oracle Developer
7 4 (10.00%) Senior Oracle Developer
8 3 (7.50%) Data Engineer
8 3 (7.50%) SSAS Developer
8 3 (7.50%) SSIS Developer
9 2 (5.00%) Integration Developer
9 2 (5.00%) OBIEE Developer
9 2 (5.00%) Oracle ETL Developer
9 2 (5.00%) Senior OBIEE Developer
9 2 (5.00%) SQL BI Developer
9 2 (5.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (10.00%) XML
2 3 (7.50%) ELK Stack
2 3 (7.50%) Kafka
3 2 (5.00%) .NET
4 1 (2.50%) LINQ
4 1 (2.50%) WCF
4 1 (2.50%) Web Services
4 1 (2.50%) WF
4 1 (2.50%) WPF
Miscellaneous
1 4 (10.00%) Analytical Skills
2 1 (2.50%) Data Integration
Operating Systems
1 6 (15.00%) Unix
Processes & Methodologies
1 19 (47.50%) Agile Software Development
2 14 (35.00%) Business Intelligence
3 13 (32.50%) Waterfall
4 12 (30.00%) ETL Development
5 7 (17.50%) Analytics
6 5 (12.50%) Scrum
7 4 (10.00%) CRM
7 4 (10.00%) SDLC
8 3 (7.50%) Data Analysis
8 3 (7.50%) Data Migration
8 3 (7.50%) Data Modelling
8 3 (7.50%) Machine Learning
8 3 (7.50%) Mentoring
8 3 (7.50%) Migration
9 2 (5.00%) Coaching
9 2 (5.00%) Data Analytics
9 2 (5.00%) Kimball Methodology
9 2 (5.00%) Performance Tuning
9 2 (5.00%) Project Management
9 2 (5.00%) Stakeholder Management
Programming Languages
1 19 (47.50%) SQL
2 6 (15.00%) Shell Script
3 3 (7.50%) PL/SQL
3 3 (7.50%) T-SQL
4 2 (5.00%) C#
4 2 (5.00%) Java
4 2 (5.00%) R
5 1 (2.50%) C++
5 1 (2.50%) JavaScript
5 1 (2.50%) VBA
Qualifications
1 1 (2.50%) Degree
Quality Assurance & Compliance
1 1 (2.50%) QA
System Software
1 3 (7.50%) Apache Flume
1 3 (7.50%) Docker
Systems Management
1 3 (7.50%) Kibana
1 3 (7.50%) logstash
Vendors
1 21 (52.50%) Oracle
2 19 (47.50%) Informatica
3 4 (10.00%) Talend
4 3 (7.50%) EXASOL
4 3 (7.50%) Microsoft
4 3 (7.50%) Netezza
4 3 (7.50%) Sybase
4 3 (7.50%) TIBCO
5 2 (5.00%) Jaspersoft
5 2 (5.00%) SAP
6 1 (2.50%) Salesforce.com
Bristol, Avon
Robert Half
Salary: £40000 - £45000 per annum + Benefits
Posted: 3 days ago
Bristol, Avon
CPS Group UK
Salary: £35000 - £45000 per annum + benifits
Posted: 5 days ago
Bristol, Avon
BJSS Ltd
Salary: From £45,000 to £55,000 per annum Pension, Life Assurance & 25 days ho
Posted: 9 days ago
Bristol, Avon
Evolution Recruitment Solutions
Salary: Excellent Salary - Please contact for details
Posted: 6 days ago
Bristol, Avon
Computershare Investor Services
Salary: From £40,000 to £50,000 per annum + Progression Opportunities
Posted: 23 days ago