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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South West / Bristol
Rank 97 93 60
Rank change year-on-year
-4 -33
Permanent jobs citing ETL 28 35 72
As % of all permanent IT jobs located in Bristol 1.71% 1.98% 3.68%
As % of the Processes & Methodologies category 1.85% 2.20% 4.23%
Number of salaries quoted 20 29 61
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £40,000 £31,500 £34,000
10% offered a salary of more than £52,750 £50,000 £45,000
UK excluding London median salary £45,000 £45,000 £45,000

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
1511 1592 1701
As % of all permanent IT jobs located in Bristol 92.25% 90.15% 87.01%
Number of salaries quoted 1197 1435 1372
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £61,000 £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 20 January 2017.

ETL Salary Histogram in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 20 January 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 29 (61.70%) Informatica
2 28 (59.57%) Oracle
2 28 (59.57%) Agile Software Development
3 23 (48.94%) ETL Development
4 22 (46.81%) Waterfall
5 21 (44.68%) Relational Database
6 16 (34.04%) SQL
7 14 (29.79%) Data Warehouse
8 11 (23.40%) Finance
9 10 (21.28%) Business Intelligence
10 8 (17.02%) SQL Server
11 7 (14.89%) T-SQL
12 6 (12.77%) XML
13 5 (10.64%) C#
13 5 (10.64%) SQL Server Integration Services
13 5 (10.64%) Analytics
14 4 (8.51%) Talend
14 4 (8.51%) Analytical Skills
14 4 (8.51%) SDLC
14 4 (8.51%) Software Engineering
14 4 (8.51%) Microsoft Azure
14 4 (8.51%) Talend Open Studio
14 4 (8.51%) Continuous Integration
14 4 (8.51%) Java
14 4 (8.51%) .NET
14 4 (8.51%) CRM
15 3 (6.38%) Shell Script
15 3 (6.38%) TIBCO
15 3 (6.38%) DataStage
15 3 (6.38%) Stakeholder Management

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 (6.38%) BizTalk Server
2 2 (4.26%) Apache Spark
2 2 (4.26%) Elasticsearch
2 2 (4.26%) SugarCRM
3 1 (2.13%) IIS
3 1 (2.13%) MQSeries
3 1 (2.13%) Oracle Workflow
3 1 (2.13%) PowerExchange
Applications
1 2 (4.26%) MS Excel
Business Applications
1 1 (2.13%) HFM
1 1 (2.13%) Hyperion Planning
Cloud Services
1 4 (8.51%) Microsoft Azure
2 1 (2.13%) Amazon AWS
Communications & Networking
1 1 (2.13%) Internet
Database & Business Intelligence
1 21 (44.68%) Relational Database
2 14 (29.79%) Data Warehouse
3 8 (17.02%) SQL Server
4 5 (10.64%) SQL Server Integration Services
5 3 (6.38%) DataStage
5 3 (6.38%) DB2
5 3 (6.38%) Hadoop
5 3 (6.38%) Oracle ODI
6 2 (4.26%) Azure SQL Database
6 2 (4.26%) Big Data
6 2 (4.26%) Data Lake
6 2 (4.26%) Impala
6 2 (4.26%) PostgreSQL
6 2 (4.26%) PowerCenter
6 2 (4.26%) RDBMS
6 2 (4.26%) Spotfire
6 2 (4.26%) SQL Server 2012
6 2 (4.26%) SQL Server Analysis Services
6 2 (4.26%) SQL Server Reporting Services
7 1 (2.13%) Essbase
Development Applications
1 4 (8.51%) Talend Open Studio
2 3 (6.38%) MSTest
2 3 (6.38%) NUnit
2 3 (6.38%) Visual Studio
3 2 (4.26%) Team Foundation Server
General
1 11 (23.40%) Finance
2 2 (4.26%) Advertising
2 2 (4.26%) Marketing
3 1 (2.13%) Aerospace
3 1 (2.13%) Financial Institution
Job Titles
1 34 (72.34%) Developer
2 24 (51.06%) Senior Developer
3 20 (42.55%) Informatica Developer
4 15 (31.91%) Senior Informatica Developer
5 5 (10.64%) ETL Developer
6 4 (8.51%) Analyst
6 4 (8.51%) Business Intelligence Developer
7 3 (6.38%) .NET Developer
7 3 (6.38%) C# .NET Developer
7 3 (6.38%) C# Developer
7 3 (6.38%) Senior .NET Developer
7 3 (6.38%) Senior C# .NET Developer
7 3 (6.38%) Senior C# Developer
7 3 (6.38%) Senior ETL Developer
7 3 (6.38%) Technical Leader
8 2 (4.26%) Data Engineer
8 2 (4.26%) Integration Developer
8 2 (4.26%) Oracle Consultant
8 2 (4.26%) Senior Data Engineer
8 2 (4.26%) Senior Oracle Developer
Libraries, Frameworks & Software Standards
1 6 (12.77%) XML
2 4 (8.51%) .NET
3 3 (6.38%) LINQ
3 3 (6.38%) WCF
3 3 (6.38%) WF
3 3 (6.38%) WPF
4 2 (4.26%) ELK Stack
4 2 (4.26%) Kafka
5 1 (2.13%) Web Services
Miscellaneous
1 4 (8.51%) Analytical Skills
2 2 (4.26%) Data Integration
3 1 (2.13%) Enterprise Software
3 1 (2.13%) Mathematics
Operating Systems
1 3 (6.38%) Unix
2 1 (2.13%) Linux
Processes & Methodologies
1 28 (59.57%) Agile Software Development
2 23 (48.94%) ETL Development
3 22 (46.81%) Waterfall
4 10 (21.28%) Business Intelligence
5 5 (10.64%) Analytics
6 4 (8.51%) Continuous Integration
6 4 (8.51%) CRM
6 4 (8.51%) SDLC
6 4 (8.51%) Software Engineering
7 3 (6.38%) OO
7 3 (6.38%) Software Delivery
7 3 (6.38%) Stakeholder Management
7 3 (6.38%) System Testing
7 3 (6.38%) TDD
8 2 (4.26%) Coaching
8 2 (4.26%) Data Migration
8 2 (4.26%) Information Management
8 2 (4.26%) Machine Learning
8 2 (4.26%) Migration
8 2 (4.26%) Performance Tuning
Programming Languages
1 16 (34.04%) SQL
2 7 (14.89%) T-SQL
3 5 (10.64%) C#
4 4 (8.51%) Java
5 3 (6.38%) C++
5 3 (6.38%) PL/SQL
5 3 (6.38%) Shell Script
5 3 (6.38%) VBA
6 2 (4.26%) R
7 1 (2.13%) JavaScript
7 1 (2.13%) PowerShell
Qualifications
1 3 (6.38%) Degree
Quality Assurance & Compliance
1 3 (6.38%) QA
2 1 (2.13%) Data Quality
2 1 (2.13%) SLA
System Software
1 2 (4.26%) Apache Flume
1 2 (4.26%) Docker
Systems Management
1 2 (4.26%) Kibana
1 2 (4.26%) logstash
Vendors
1 29 (61.70%) Informatica
2 28 (59.57%) Oracle
3 4 (8.51%) Talend
4 3 (6.38%) EXASOL
4 3 (6.38%) Microsoft
4 3 (6.38%) Netezza
4 3 (6.38%) Sybase
4 3 (6.38%) TIBCO
5 2 (4.26%) Jaspersoft
5 2 (4.26%) SAP
6 1 (2.13%) Hyperion
6 1 (2.13%) Salesforce.com
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