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 26 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West / Bristol
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 103 85 114
Rank change year-on-year -18 +29  
Permanent jobs citing ETL 35 31 23
As % of all permanent IT jobs advertised in Bristol 1.89% 1.96% 1.18%
As % of the Processes & Methodologies category 2.09% 2.16% 1.33%
Number of salaries quoted 27 20 21
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.65% +2.50%  
90% offered a salary of more than £35,000 £31,500 £30,000
10% offered a salary of more than £46,000 £60,000 £52,500
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 1673 1435 1732
As % of all permanent IT job vacancies advertised in Bristol 90.19% 90.88% 89.09%
Number of salaries quoted 1396 1235 1491
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £68,500 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 26 June 2017.

Salary histogram for ETL in Bristol

ETL
Job Locations in Bristol

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Bristol region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Avonmouth - 1 £32,500 -
ETL
South West

For the 6 months to 26 June 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 53 (81.54%) SQL
2 44 (67.69%) Data Warehouse
3 36 (55.38%) Agile Software Development
4 33 (50.77%) Business Intelligence
5 31 (47.69%) T-SQL
6 26 (40.00%) SQL Server
7 24 (36.92%) Microsoft Azure
8 23 (35.38%) SQL Server Reporting Services
8 23 (35.38%) SQL Server Integration Services
9 20 (30.77%) Migration
10 17 (26.15%) Microsoft
10 17 (26.15%) Power BI
11 16 (24.62%) SQL Server 2014
11 16 (24.62%) SQL Server 2012
11 16 (24.62%) Continuous Integration
11 16 (24.62%) .NET
12 15 (23.08%) Marketing
12 15 (23.08%) Enterprise Data Warehouse
13 14 (21.54%) Data Migration
13 14 (21.54%) Finance
14 13 (20.00%) QA
15 11 (16.92%) Visual Studio
15 11 (16.92%) Waterfall
15 11 (16.92%) Test Automation
15 11 (16.92%) SDLC
16 10 (15.38%) Kanban
16 10 (15.38%) Oracle
16 10 (15.38%) C#
16 10 (15.38%) CRM
16 10 (15.38%) ISEB

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 2 (3.08%) BizTalk Server
1 2 (3.08%) IIS
1 2 (3.08%) MQSeries
Applications
1 2 (3.08%) Microsoft Office
Business Applications
1 1 (1.54%) HFM
1 1 (1.54%) Hyperion Planning
1 1 (1.54%) SAP BPC
Cloud Services
1 24 (36.92%) Microsoft Azure
2 9 (13.85%) Amazon AWS
Communications & Networking
1 2 (3.08%) Internet
Database & Business Intelligence
1 44 (67.69%) Data Warehouse
2 26 (40.00%) SQL Server
3 23 (35.38%) SQL Server Integration Services
3 23 (35.38%) SQL Server Reporting Services
4 17 (26.15%) Power BI
5 16 (24.62%) SQL Server 2012
5 16 (24.62%) SQL Server 2014
6 15 (23.08%) Enterprise Data Warehouse
7 8 (12.31%) Relational Database
8 5 (7.69%) Big Data
9 4 (6.15%) SQL Server 2008
9 4 (6.15%) SQL Server Analysis Services
10 2 (3.08%) Apache Cassandra
10 2 (3.08%) BusinessObjects
10 2 (3.08%) Data Mining
10 2 (3.08%) Hadoop
10 2 (3.08%) MongoDB
10 2 (3.08%) NoSQL
10 2 (3.08%) Oracle Database 11g
10 2 (3.08%) Oracle Reports
Development Applications
1 11 (16.92%) Visual Studio
2 9 (13.85%) Team Foundation Server
3 2 (3.08%) MSTest
3 2 (3.08%) NUnit
3 2 (3.08%) Oracle Forms
General
1 15 (23.08%) Marketing
2 14 (21.54%) Finance
3 2 (3.08%) Aerospace
4 1 (1.54%) Advertising
4 1 (1.54%) Banking
4 1 (1.54%) General Ledger
4 1 (1.54%) Legal
Job Titles
1 31 (47.69%) Developer
2 17 (26.15%) Business Intelligence Developer
3 11 (16.92%) Senior Developer
4 10 (15.38%) Analyst
4 10 (15.38%) QA Engineer
4 10 (15.38%) QA Test Engineer
4 10 (15.38%) Test Engineer
5 7 (10.77%) Senior Business Intelligence Developer
6 6 (9.23%) ETL Developer
6 6 (9.23%) SSIS Developer
6 6 (9.23%) SSRS Developer
7 5 (7.69%) Applications Support
7 5 (7.69%) Informatica Developer
8 4 (6.15%) .NET Developer
8 4 (6.15%) Data Engineer
8 4 (6.15%) Support Analyst
9 3 (4.62%) Applications Engineer
9 3 (4.62%) Applications Support Engineer
9 3 (4.62%) Architect
9 3 (4.62%) Support Engineer
Libraries, Frameworks & Software Standards
1 16 (24.62%) .NET
2 8 (12.31%) XML
3 5 (7.69%) CSS
3 5 (7.69%) HTML
4 2 (3.08%) ASP.NET
4 2 (3.08%) ASP.NET Web Forms
4 2 (3.08%) LINQ
4 2 (3.08%) WCF
4 2 (3.08%) Web Services
4 2 (3.08%) WF
4 2 (3.08%) WinForms
4 2 (3.08%) WPF
5 1 (1.54%) .NET Framework
5 1 (1.54%) MDX
Miscellaneous
1 5 (7.69%) Analytical Skills
2 4 (6.15%) Enterprise Software
3 3 (4.62%) User Experience
4 2 (3.08%) Data Structures
5 1 (1.54%) Data Protection Act
5 1 (1.54%) Fintech
5 1 (1.54%) Greenfield Project
Operating Systems
1 5 (7.69%) Windows
2 3 (4.62%) Windows Server
3 2 (3.08%) Linux
4 1 (1.54%) Solaris
4 1 (1.54%) Unix
Processes & Methodologies
1 36 (55.38%) Agile Software Development
2 33 (50.77%) Business Intelligence
3 20 (30.77%) Migration
4 16 (24.62%) Continuous Integration
5 14 (21.54%) Data Migration
6 11 (16.92%) SDLC
6 11 (16.92%) Test Automation
6 11 (16.92%) Waterfall
7 10 (15.38%) CRM
7 10 (15.38%) Kanban
7 10 (15.38%) Manual Testing
7 10 (15.38%) Software Testing
8 9 (13.85%) DevOps
9 8 (12.31%) ETL Development
10 7 (10.77%) Analytics
11 4 (6.15%) Data Modelling
11 4 (6.15%) Dimensional Modelling
12 3 (4.62%) Mathematics
12 3 (4.62%) Software Engineering
12 3 (4.62%) Stakeholder Management
Programming Languages
1 53 (81.54%) SQL
2 31 (47.69%) T-SQL
3 10 (15.38%) C#
4 5 (7.69%) VBA
5 4 (6.15%) PL/SQL
6 2 (3.08%) C++
6 2 (3.08%) Java
6 2 (3.08%) JavaScript
6 2 (3.08%) PowerShell
6 2 (3.08%) VB.NET
Qualifications
1 10 (15.38%) ISEB
1 10 (15.38%) ISTQB
2 5 (7.69%) Degree
2 5 (7.69%) SC Cleared
2 5 (7.69%) Security Cleared
3 3 (4.62%) Numerate Degree
4 2 (3.08%) Computer Science Degree
4 2 (3.08%) MCP
4 2 (3.08%) Microsoft Certification
Quality Assurance & Compliance
1 13 (20.00%) QA
2 4 (6.15%) Data Quality
3 2 (3.08%) SLA
Systems Management
1 2 (3.08%) Ansible
1 2 (3.08%) Opscode Chef
1 2 (3.08%) Puppet
Vendors
1 17 (26.15%) Microsoft
2 10 (15.38%) Oracle
3 8 (12.31%) Informatica
4 5 (7.69%) Tableau
5 3 (4.62%) Alterian
6 2 (3.08%) DevExpress
6 2 (3.08%) SaltStack
6 2 (3.08%) SAP
6 2 (3.08%) Teradata
7 1 (1.54%) Hyperion
7 1 (1.54%) IBM
Bristol, Avon
Sanderson
Salary: £40000 - £45000 per annum
Posted: 4 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago
Bristol
CPS Group Limited
Salary: £35000 - £45000 per annum
Posted: 25 days ago