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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 100 115 70
Rank change year-on-year
+15 -45
Permanent jobs citing ETL 25 26 50
As % of all permanent IT jobs located in Bristol 1.46% 1.38% 2.81%
As % of the Processes & Methodologies category 1.65% 1.52% 3.21%
Number of salaries quoted 19 21 25
Median salary £54,500 £38,900 £50,000
Median salary % change year-on-year
+40.10% -22.20%
90% offered a salary of more than £31,500 £27,500 £40,000
10% offered a salary of more than £60,000 £61,000 £59,000
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
1517 1705 1557
As % of all permanent IT jobs located in Bristol 88.87% 90.21% 87.62%
Number of salaries quoted 1306 1469 1228
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 £28,500
10% offered a salary of more than £67,500 £62,500 £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 31 August 2016.

ETL Salary Histogram in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 31 August 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 33 (68.75%) SQL
2 31 (64.58%) Data Warehouse
3 29 (60.42%) Business Intelligence
4 23 (47.92%) SQL Server Integration Services
5 20 (41.67%) SQL Server
6 16 (33.33%) Finance
7 15 (31.25%) Agile Software Development
7 15 (31.25%) Oracle
8 13 (27.08%) SQL Server Reporting Services
8 13 (27.08%) Informatica
9 11 (22.92%) Analytics
10 10 (20.83%) SQL Server Analysis Services
11 9 (18.75%) Microsoft
12 8 (16.67%) Project Management
12 8 (16.67%) SharePoint
12 8 (16.67%) Data Analysis
12 8 (16.67%) Scrum
12 8 (16.67%) SQL Server 2008
12 8 (16.67%) ETL Development
13 7 (14.58%) Degree
13 7 (14.58%) Waterfall
13 7 (14.58%) Unix
14 6 (12.50%) DB2
14 6 (12.50%) Data Modelling
14 6 (12.50%) Shell Script
14 6 (12.50%) Relational Database
14 6 (12.50%) Microsoft Azure
15 5 (10.42%) Analytical Skills
15 5 (10.42%) Data Migration
15 5 (10.42%) Data Analytics

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 (16.67%) SharePoint
2 4 (8.33%) PowerExchange
3 2 (4.17%) Apache Spark
3 2 (4.17%) Elasticsearch
Applications
1 5 (10.42%) MS Excel
Cloud Services
1 6 (12.50%) Microsoft Azure
Database & Business Intelligence
1 31 (64.58%) Data Warehouse
2 23 (47.92%) SQL Server Integration Services
3 20 (41.67%) SQL Server
4 13 (27.08%) SQL Server Reporting Services
5 10 (20.83%) SQL Server Analysis Services
6 8 (16.67%) SQL Server 2008
7 6 (12.50%) DB2
7 6 (12.50%) Relational Database
8 5 (10.42%) DataStage
8 5 (10.42%) SQL Server 2012
9 4 (8.33%) Oracle ODI
9 4 (8.33%) SQL Server 2016
10 3 (6.25%) SQL Server 2005
11 2 (4.17%) Azure SQL Database
11 2 (4.17%) Hadoop
11 2 (4.17%) Impala
11 2 (4.17%) Oracle BI EE
11 2 (4.17%) Oracle Database
11 2 (4.17%) Oracle Database 11g
11 2 (4.17%) RDBMS
Development Applications
1 3 (6.25%) Visual Studio
2 1 (2.08%) Talend Open Studio
2 1 (2.08%) Team Foundation Server
General
1 16 (33.33%) Finance
2 2 (4.17%) Advertising
2 2 (4.17%) Legal
2 2 (4.17%) Marketing
3 1 (2.08%) Retail
Job Titles
1 35 (72.92%) Developer
2 16 (33.33%) Business Intelligence Developer
3 14 (29.17%) Business Developer
4 13 (27.08%) SQL Developer
5 10 (20.83%) ETL Developer
5 10 (20.83%) Senior Developer
5 10 (20.83%) SSIS Developer
6 7 (14.58%) Analyst
7 6 (12.50%) SQL BI Developer
8 5 (10.42%) Data Analyst
8 5 (10.42%) SQL Server Developer
8 5 (10.42%) SSAS Developer
8 5 (10.42%) SSRS Developer
9 4 (8.33%) Informatica Developer
9 4 (8.33%) Oracle Developer
9 4 (8.33%) Senior ETL Developer
9 4 (8.33%) Senior Oracle Developer
10 3 (6.25%) DBA
10 3 (6.25%) Senior Informatica Developer
10 3 (6.25%) SQL DBA
Libraries, Frameworks & Software Standards
1 5 (10.42%) XML
2 4 (8.33%) .NET
3 3 (6.25%) ASP.NET
4 2 (4.17%) ELK Stack
4 2 (4.17%) Kafka
Miscellaneous
1 5 (10.42%) Analytical Skills
2 3 (6.25%) Clustering
2 3 (6.25%) Mathematics
2 3 (6.25%) Statistics
2 3 (6.25%) Visualisation
Operating Systems
1 7 (14.58%) Unix
2 3 (6.25%) Windows
Processes & Methodologies
1 29 (60.42%) Business Intelligence
2 15 (31.25%) Agile Software Development
3 11 (22.92%) Analytics
4 8 (16.67%) Data Analysis
4 8 (16.67%) ETL Development
4 8 (16.67%) Project Management
4 8 (16.67%) Scrum
5 7 (14.58%) Waterfall
6 6 (12.50%) Data Modelling
7 5 (10.42%) Data Analytics
7 5 (10.42%) Data Migration
7 5 (10.42%) Migration
8 4 (8.33%) Data Validation
8 4 (8.33%) SDLC
8 4 (8.33%) Validation
9 3 (6.25%) Data Management
9 3 (6.25%) Disaster Recovery
9 3 (6.25%) Line Management
9 3 (6.25%) Patch Management
9 3 (6.25%) Web Development
Programming Languages
1 33 (68.75%) SQL
2 6 (12.50%) Shell Script
3 5 (10.42%) T-SQL
4 3 (6.25%) VB
5 2 (4.17%) PL/SQL
6 1 (2.08%) C#
6 1 (2.08%) VBA
Qualifications
1 7 (14.58%) Degree
2 2 (4.17%) ITIL Certification
3 1 (2.08%) SC Cleared
3 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
System Software
1 2 (4.17%) Apache Flume
1 2 (4.17%) Docker
Systems Management
1 2 (4.17%) Kibana
1 2 (4.17%) logstash
Vendors
1 15 (31.25%) Oracle
2 13 (27.08%) Informatica
3 9 (18.75%) Microsoft
4 1 (2.08%) IBM
4 1 (2.08%) Talend
Bristol, Avon
Redrock Consulting Ltd
Salary: £35000 - £50000 per annum + Excellent Benefits
Posted: Yesterday
Bristol, Avon
Computershare Investor Services
Salary: From £40,000 to £50,000 per annum + Progression Opportunities
Posted: 5 days ago