The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West / Bristol
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 100 109 105
Rank change year-on-year +9 -4  
Permanent jobs citing ETL 31 23 27
As % of all permanent IT jobs advertised in Bristol 1.70% 1.24% 1.39%
As % of the Processes & Methodologies category 1.87% 1.38% 1.63%
Number of salaries quoted 24 16 22
Median salary £40,000 £37,500 £34,000
Median salary % change year-on-year +6.66% +10.29%  
90% offered a salary of more than £36,800 £31,500 £30,000
10% offered a salary of more than £55,000 £40,000 £46,900
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1661 1664 1657
As % of all permanent IT job vacancies advertised in Bristol 90.96% 89.61% 85.54%
Number of salaries quoted 1369 1453 1390
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Bristol

ETL
Salary Trend in Bristol

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

Salary trend for ETL in Bristol

ETL
Salary Histogram in Bristol

The salary distribution of IT jobs citing ETL in Bristol over the 3 months to 27 March 2017.

Salary histogram for ETL in Bristol

ETL
Top 30 Co-occurring IT Skills in Bristol

For the 6 months to 27 March 2017, 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 36 (59.02%) Agile Software Development
2 30 (49.18%) SQL
2 30 (49.18%) Data Warehouse
3 27 (44.26%) Informatica
4 25 (40.98%) Oracle
5 23 (37.70%) ETL Development
6 22 (36.07%) Business Intelligence
7 18 (29.51%) Waterfall
8 17 (27.87%) Relational Database
9 16 (26.23%) T-SQL
10 15 (24.59%) SQL Server
11 13 (21.31%) SQL Server Integration Services
12 12 (19.67%) Finance
13 11 (18.03%) SQL Server Reporting Services
14 10 (16.39%) Microsoft
14 10 (16.39%) Microsoft Azure
15 9 (14.75%) C#
15 9 (14.75%) Continuous Integration
16 8 (13.11%) SQL Server 2012
16 8 (13.11%) Analytical Skills
16 8 (13.11%) Power BI
17 7 (11.48%) SQL Server 2014
17 7 (11.48%) DevOps
17 7 (11.48%) Analytics
17 7 (11.48%) Team Foundation Server
17 7 (11.48%) Data Migration
17 7 (11.48%) QA
17 7 (11.48%) .NET
17 7 (11.48%) Visual Studio
17 7 (11.48%) Migration

ETL
Co-occurring 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 4 (6.56%) BizTalk Server
2 2 (3.28%) IIS
2 2 (3.28%) MQSeries
2 2 (3.28%) SugarCRM
3 1 (1.64%) Oracle Workflow
3 1 (1.64%) PowerExchange
Applications
1 2 (3.28%) MS Excel
Business Applications
1 2 (3.28%) HFM
1 2 (3.28%) Hyperion Planning
Cloud Services
1 10 (16.39%) Microsoft Azure
2 2 (3.28%) Amazon AWS
Communications & Networking
1 2 (3.28%) Internet
Database & Business Intelligence
1 30 (49.18%) Data Warehouse
2 17 (27.87%) Relational Database
3 15 (24.59%) SQL Server
4 13 (21.31%) SQL Server Integration Services
5 11 (18.03%) SQL Server Reporting Services
6 8 (13.11%) Power BI
6 8 (13.11%) SQL Server 2012
7 7 (11.48%) SQL Server 2014
8 6 (9.84%) Enterprise Data Warehouse
9 4 (6.56%) Big Data
10 3 (4.92%) DB2
10 3 (4.92%) Oracle ODI
10 3 (4.92%) SQL Server 2008
10 3 (4.92%) SQL Server Analysis Services
11 2 (3.28%) Data Mining
11 2 (3.28%) Essbase
11 2 (3.28%) Hadoop
11 2 (3.28%) Spotfire
12 1 (1.64%) BusinessObjects
12 1 (1.64%) PowerCenter
Development Applications
1 7 (11.48%) Team Foundation Server
1 7 (11.48%) Visual Studio
2 4 (6.56%) MSTest
2 4 (6.56%) NUnit
2 4 (6.56%) Talend Open Studio
3 1 (1.64%) Oracle Forms
General
1 12 (19.67%) Finance
2 4 (6.56%) Marketing
3 2 (3.28%) Aerospace
4 1 (1.64%) Financial Institution
4 1 (1.64%) General Ledger
Job Titles
1 36 (59.02%) Developer
2 24 (39.34%) Senior Developer
3 17 (27.87%) Informatica Developer
4 11 (18.03%) Senior Informatica Developer
5 9 (14.75%) Business Intelligence Developer
6 7 (11.48%) Analyst
6 7 (11.48%) Senior Business Intelligence Developer
7 5 (8.20%) ETL Developer
8 4 (6.56%) .NET Developer
8 4 (6.56%) C# .NET Developer
8 4 (6.56%) C# Developer
8 4 (6.56%) Data Engineer
8 4 (6.56%) Senior .NET Developer
8 4 (6.56%) Senior C# .NET Developer
8 4 (6.56%) Senior C# Developer
9 3 (4.92%) Applications Support
9 3 (4.92%) Consultant
9 3 (4.92%) Senior ETL Developer
9 3 (4.92%) Support Analyst
9 3 (4.92%) Technical Leader
Libraries, Frameworks & Software Standards
1 7 (11.48%) .NET
2 5 (8.20%) XML
3 4 (6.56%) LINQ
3 4 (6.56%) WCF
3 4 (6.56%) WF
3 4 (6.56%) WPF
4 1 (1.64%) CSS
4 1 (1.64%) HTML
Miscellaneous
1 8 (13.11%) Analytical Skills
2 2 (3.28%) Data Structures
2 2 (3.28%) Enterprise Software
3 1 (1.64%) User Experience
Operating Systems
1 2 (3.28%) Linux
2 1 (1.64%) Solaris
2 1 (1.64%) Unix
2 1 (1.64%) Windows
2 1 (1.64%) Windows Server
Processes & Methodologies
1 36 (59.02%) Agile Software Development
2 23 (37.70%) ETL Development
3 22 (36.07%) Business Intelligence
4 18 (29.51%) Waterfall
5 9 (14.75%) Continuous Integration
6 7 (11.48%) Analytics
6 7 (11.48%) Data Migration
6 7 (11.48%) DevOps
6 7 (11.48%) Migration
7 5 (8.20%) CRM
7 5 (8.20%) SDLC
7 5 (8.20%) Software Engineering
8 4 (6.56%) Data Integration
8 4 (6.56%) Dimensional Modelling
8 4 (6.56%) OO
8 4 (6.56%) Software Delivery
8 4 (6.56%) Stakeholder Management
8 4 (6.56%) System Testing
8 4 (6.56%) TDD
9 3 (4.92%) Information Management
Programming Languages
1 30 (49.18%) SQL
2 16 (26.23%) T-SQL
3 9 (14.75%) C#
4 5 (8.20%) Java
4 5 (8.20%) PL/SQL
5 4 (6.56%) C++
5 4 (6.56%) VBA
6 2 (3.28%) PowerShell
6 2 (3.28%) R
Qualifications
1 5 (8.20%) Degree
2 2 (3.28%) ISEB
2 2 (3.28%) ISTQB
2 2 (3.28%) SC Cleared
2 2 (3.28%) Security Cleared
Quality Assurance & Compliance
1 7 (11.48%) QA
2 4 (6.56%) Data Quality
3 2 (3.28%) SLA
Systems Management
1 1 (1.64%) Ansible
1 1 (1.64%) Opscode Chef
1 1 (1.64%) Puppet
Vendors
1 27 (44.26%) Informatica
2 25 (40.98%) Oracle
3 10 (16.39%) Microsoft
4 4 (6.56%) Tableau
4 4 (6.56%) Talend
5 3 (4.92%) EXASOL
5 3 (4.92%) Netezza
5 3 (4.92%) SAP
5 3 (4.92%) Sybase
5 3 (4.92%) TIBCO
6 2 (3.28%) Hyperion
6 2 (3.28%) Jaspersoft
7 1 (1.64%) Alterian
7 1 (1.64%) Salesforce.com
7 1 (1.64%) SaltStack
7 1 (1.64%) Teradata
Bristol, Avon
McGregor Boyall
Posted: 3 days ago
Bristol
Hays Specialist Recruitment
Salary: £30000.00 - £45000.00 per annum
Posted: 10 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £35000 - £55000 per annum
Posted: 6 days ago
Bristol
CPS Group Limited
Salary: £35000 - £45000 per annum + benifits
Posted: 13 days ago
Bristol, Avon
Bristol DT
Salary: £35000.00 - £45000.00 per annum
Posted: 13 days ago
Bristol, Avon
Bristol DT
Salary: £35000.00 - £45000.00 per annum
Posted: 25 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 10 days ago
Bristol
BJSS
Salary: £30,000 - £45,000 per year
Posted: 27 days ago
Bristol, Avon
Aviva
Salary: Competitive
Posted: 18 days ago