The following table provides summary statistics for permanent job vacancies advertised in Reading 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Berkshire / Reading
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 81 86 118
Rank change year-on-year +5 +32  
Permanent jobs citing ETL 25 53 37
As % of all permanent IT jobs advertised in Reading 2.01% 2.68% 1.54%
As % of the Processes & Methodologies category 2.40% 3.04% 1.77%
Number of salaries quoted 16 38 32
Median salary £45,000 £40,000 £56,000
Median salary % change year-on-year +12.50% -28.57%  
90% offered a salary of more than £35,250 £28,950 £52,500
10% offered a salary of more than £50,000 £55,000 £75,000
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 Reading with a requirement for process and methodology skills.

Process & Methodology Skills
Reading
Permanent job vacancies with a requirement for process and methodology skills 1042 1741 2089
As % of all permanent IT job vacancies advertised in Reading 83.63% 88.15% 86.72%
Number of salaries quoted 788 1397 1371
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £31,600 £35,000 £35,000
10% offered a salary of more than £70,000 £75,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading 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 Reading

ETL
Salary Trend in Reading

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

Salary trend for ETL in Reading

ETL
Salary Histogram in Reading

The salary distribution of IT jobs citing ETL in Reading over the 3 months to 29 March 2017.

Salary histogram for ETL in Reading

For the 6 months to 29 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 Reading region with a requirement for ETL.

1 43 (87.76%) SQL
2 23 (46.94%) SQL Server
3 22 (44.90%) SQL Server Reporting Services
4 21 (42.86%) T-SQL
5 19 (38.78%) Data Warehouse
6 18 (36.73%) Oracle
7 16 (32.65%) Oracle Database
8 15 (30.61%) Business Intelligence
9 14 (28.57%) MySQL
9 14 (28.57%) Linux
10 13 (26.53%) Sybase
10 13 (26.53%) Migration
10 13 (26.53%) Relational Database
11 12 (24.49%) Performance Monitoring
11 12 (24.49%) High Availability
11 12 (24.49%) Oracle Enterprise Manager
11 12 (24.49%) RDBMS
11 12 (24.49%) Unix
11 12 (24.49%) SQL Server Integration Services
11 12 (24.49%) Data Migration
12 11 (22.45%) Agile Software Development
12 11 (22.45%) Analytical Skills
13 8 (16.33%) PL/SQL
14 7 (14.29%) WebLogic
14 7 (14.29%) Scrum
14 7 (14.29%) Statistics
15 6 (12.24%) Enterprise Manager Cloud Control
15 6 (12.24%) Code Optimisation
15 6 (12.24%) Responsys
15 6 (12.24%) Line Management

ETL
Co-occurring IT Skills in Reading 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 7 (14.29%) WebLogic
2 6 (12.24%) Oracle Service Bus
2 6 (12.24%) SAS
3 5 (10.20%) IIS
4 3 (6.12%) SharePoint
5 1 (2.04%) Apache Spark
5 1 (2.04%) GlassFish
5 1 (2.04%) JBoss
5 1 (2.04%) Oracle SOA Suite
5 1 (2.04%) SugarCRM
5 1 (2.04%) Tomcat
Applications
1 3 (6.12%) MS Excel
Business Applications
1 6 (12.24%) Eloqua
1 6 (12.24%) Oracle EBS
Cloud Services
1 6 (12.24%) Responsys
1 6 (12.24%) SaaS
1 6 (12.24%) Taleo
2 3 (6.12%) Microsoft Azure
Database & Business Intelligence
1 23 (46.94%) SQL Server
2 22 (44.90%) SQL Server Reporting Services
3 19 (38.78%) Data Warehouse
4 16 (32.65%) Oracle Database
5 14 (28.57%) MySQL
6 13 (26.53%) Relational Database
7 12 (24.49%) RDBMS
7 12 (24.49%) SQL Server Integration Services
8 6 (12.24%) OLAP
8 6 (12.24%) OLTP
8 6 (12.24%) Oracle Exadata
8 6 (12.24%) Oracle OLAP
8 6 (12.24%) Oracle Reports
8 6 (12.24%) VLDB
9 5 (10.20%) Base SAS
9 5 (10.20%) SQL Server Analysis Services
10 4 (8.16%) SQL Server 2012
10 4 (8.16%) SQL Server 2014
11 3 (6.12%) Power BI
11 3 (6.12%) SQL Server 2008
Development Applications
1 5 (10.20%) Selenium
1 5 (10.20%) Selenium IDE
1 5 (10.20%) WebDriver
2 2 (4.08%) JIRA
3 1 (2.04%) Talend Open Studio
General
1 6 (12.24%) Banking
2 2 (4.08%) Finance
2 2 (4.08%) Financial Institution
2 2 (4.08%) Pharmaceutical
Job Titles
1 14 (28.57%) DBA
2 12 (24.49%) Analyst
2 12 (24.49%) Database Engineer
2 12 (24.49%) Migration Engineer
2 12 (24.49%) Oracle DBA
3 11 (22.45%) Data Migration Engineer
3 11 (22.45%) Developer
4 10 (20.41%) ETL Analyst
4 10 (20.41%) SQL Analyst
4 10 (20.41%) SSRS Analyst
5 9 (18.37%) Data Analyst
5 9 (18.37%) Data Migration Analyst
5 9 (18.37%) Database Analyst
5 9 (18.37%) Migration Analyst
5 9 (18.37%) SQL Data Analyst
6 8 (16.33%) SQL Developer
7 7 (14.29%) Data Engineer
8 6 (12.24%) Administrator
8 6 (12.24%) Oracle Applications DBA
9 5 (10.20%) Senior Test Engineer
Libraries, Frameworks & Software Standards
1 6 (12.24%) Oracle Fusion
1 6 (12.24%) Web Services
2 3 (6.12%) .NET
3 1 (2.04%) Java EE
3 1 (2.04%) XML
Miscellaneous
1 11 (22.45%) Analytical Skills
2 6 (12.24%) Computer Science
2 6 (12.24%) Enterprise Software
2 6 (12.24%) Management Information System
Operating Systems
1 14 (28.57%) Linux
2 12 (24.49%) Unix
3 6 (12.24%) CentOS
3 6 (12.24%) Red Hat Enterprise Linux
3 6 (12.24%) Solaris
3 6 (12.24%) Windows
Processes & Methodologies
1 15 (30.61%) Business Intelligence
2 13 (26.53%) Migration
3 12 (24.49%) Data Migration
3 12 (24.49%) High Availability
3 12 (24.49%) Performance Monitoring
4 11 (22.45%) Agile Software Development
5 7 (14.29%) Scrum
5 7 (14.29%) Statistics
6 6 (12.24%) Capacity Management
6 6 (12.24%) Change Management
6 6 (12.24%) Configuration Management
6 6 (12.24%) Database Tuning
6 6 (12.24%) Disaster Recovery
6 6 (12.24%) Load Balancing
6 6 (12.24%) Mathematics
6 6 (12.24%) Performance Management
6 6 (12.24%) Performance Tuning
6 6 (12.24%) Physics
6 6 (12.24%) Reverse Engineering
6 6 (12.24%) TDD
Programming Languages
1 43 (87.76%) SQL
2 21 (42.86%) T-SQL
3 8 (16.33%) PL/SQL
4 6 (12.24%) Shell Script
5 5 (10.20%) Java
6 3 (6.12%) C#
7 2 (4.08%) JavaScript
7 2 (4.08%) VB.NET
7 2 (4.08%) VBA
8 1 (2.04%) R
8 1 (2.04%) Scala
Qualifications
1 6 (12.24%) Degree
1 6 (12.24%) Security Cleared
2 5 (10.20%) ISEB
2 5 (10.20%) ISTQB
Quality Assurance & Compliance
1 5 (10.20%) QA
2 2 (4.08%) IFRS
2 2 (4.08%) IFRS 9
3 1 (2.04%) Data Quality
System Software
1 6 (12.24%) Oracle RAC
1 6 (12.24%) XenServer
2 1 (2.04%) HDFS
Systems Management
1 12 (24.49%) Oracle Enterprise Manager
2 6 (12.24%) Enterprise Manager Cloud Control
2 6 (12.24%) Opscode Chef
2 6 (12.24%) Oracle RMAN
2 6 (12.24%) Puppet
3 5 (10.20%) HP Quality Center
4 1 (2.04%) Oozie
Vendors
1 18 (36.73%) Oracle
2 13 (26.53%) Sybase
3 6 (12.24%) Sun
3 6 (12.24%) VMware
4 5 (10.20%) HP
5 3 (6.12%) Cognos
5 3 (6.12%) Microsoft
6 2 (4.08%) Salesforce.com
7 1 (2.04%) Ab Initio
7 1 (2.04%) EXASOL
7 1 (2.04%) IBM
7 1 (2.04%) Informatica
7 1 (2.04%) Jaspersoft
7 1 (2.04%) MicroStrategy
7 1 (2.04%) Netezza
7 1 (2.04%) SAP
7 1 (2.04%) Talend
7 1 (2.04%) TIBCO