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

Extract, Transform and Load (ETL)
Berkshire / Reading
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 98 101 110
Rank change year-on-year +3 +9  
Permanent jobs citing ETL 12 32 38
As % of all permanent IT jobs advertised in Reading 0.93% 1.77% 1.68%
As % of the Processes & Methodologies category 1.11% 1.96% 1.98%
Number of salaries quoted 10 27 28
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76%  
90% offered a salary of more than £38,125 £35,750 £40,000
10% offered a salary of more than £76,000 £58,500 £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 1078 1635 1917
As % of all permanent IT job vacancies advertised in Reading 83.76% 90.23% 84.90%
Number of salaries quoted 3284 5668 6522
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £32,500 £35,000 £32,500
10% offered a salary of more than £76,250 £77,500 £71,250
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Reading

Job postings citing ETL as a percentage of all IT jobs advertised in Reading.

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 28 June 2017.

Salary histogram for ETL in Reading

For the 6 months to 28 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 Reading region with a requirement for ETL.

1 29 (78.38%) SQL
2 18 (48.65%) Data Warehouse
2 18 (48.65%) SQL Server Reporting Services
3 16 (43.24%) SQL Server
3 16 (43.24%) Business Intelligence
4 14 (37.84%) T-SQL
4 14 (37.84%) Relational Database
5 13 (35.14%) Oracle
6 12 (32.43%) SQL Server Integration Services
7 10 (27.03%) RDBMS
7 10 (27.03%) Linux
7 10 (27.03%) Oracle Database
8 9 (24.32%) Analytical Skills
8 9 (24.32%) High Availability
8 9 (24.32%) Agile Software Development
9 8 (21.62%) Scrum
9 8 (21.62%) Unix
9 8 (21.62%) MySQL
9 8 (21.62%) Oracle Enterprise Manager
9 8 (21.62%) Performance Monitoring
9 8 (21.62%) SQL Server Analysis Services
10 7 (18.92%) Analytics
10 7 (18.92%) Migration
10 7 (18.92%) Statistics
10 7 (18.92%) Use Case
10 7 (18.92%) User Acceptance Testing
11 6 (16.22%) Selenium
11 6 (16.22%) Unit Testing
11 6 (16.22%) ISTQB
11 6 (16.22%) QA

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 5 (13.51%) IIS
1 5 (13.51%) SharePoint
2 4 (10.81%) Oracle Service Bus
2 4 (10.81%) SAS
2 4 (10.81%) WebLogic
Business Applications
1 4 (10.81%) Eloqua
1 4 (10.81%) Oracle EBS
2 1 (2.70%) SAP ERP
2 1 (2.70%) SAP S/4HANA
Cloud Services
1 4 (10.81%) Microsoft Azure
1 4 (10.81%) Oracle Service Cloud
1 4 (10.81%) Responsys
1 4 (10.81%) SaaS
1 4 (10.81%) Taleo
2 2 (5.41%) Cortana Intelligence Suite
3 1 (2.70%) Amazon AWS
3 1 (2.70%) IaaS
Database & Business Intelligence
1 18 (48.65%) Data Warehouse
1 18 (48.65%) SQL Server Reporting Services
2 16 (43.24%) SQL Server
3 14 (37.84%) Relational Database
4 12 (32.43%) SQL Server Integration Services
5 10 (27.03%) Oracle Database
5 10 (27.03%) RDBMS
6 8 (21.62%) MySQL
6 8 (21.62%) SQL Server Analysis Services
7 6 (16.22%) Power BI
8 5 (13.51%) Microsoft Analysis Services
8 5 (13.51%) SQL Server 2012
8 5 (13.51%) SQL Server 2014
9 4 (10.81%) OLAP
9 4 (10.81%) OLTP
9 4 (10.81%) Oracle Exadata
9 4 (10.81%) Oracle OLAP
9 4 (10.81%) Oracle Reports
9 4 (10.81%) VLDB
10 3 (8.11%) QlikView
Development Applications
1 6 (16.22%) Selenium
1 6 (16.22%) WebDriver
2 5 (13.51%) Selenium IDE
3 2 (5.41%) JIRA
4 1 (2.70%) eggPlant
4 1 (2.70%) HP UFT
4 1 (2.70%) JUnit
4 1 (2.70%) LoadRunner
4 1 (2.70%) LoadUI
4 1 (2.70%) SoapUI
4 1 (2.70%) TestNG
4 1 (2.70%) Toad
General
1 4 (10.81%) Banking
2 3 (8.11%) Finance
3 2 (5.41%) Financial Institution
3 2 (5.41%) Retail
4 1 (2.70%) Publishing
Job Titles
1 11 (29.73%) DBA
2 8 (21.62%) Analyst
2 8 (21.62%) Oracle DBA
3 7 (18.92%) Developer
3 7 (18.92%) ETL Analyst
3 7 (18.92%) SQL Analyst
3 7 (18.92%) SSRS Analyst
4 5 (13.51%) Business Intelligence Analyst
4 5 (13.51%) Data Migration Engineer
4 5 (13.51%) Migration Engineer
4 5 (13.51%) Senior Test Engineer
4 5 (13.51%) SQL Developer
4 5 (13.51%) Test Engineer
5 4 (10.81%) Administrator
5 4 (10.81%) Data Analyst
5 4 (10.81%) Data Migration Analyst
5 4 (10.81%) Migration Analyst
5 4 (10.81%) Oracle Applications DBA
5 4 (10.81%) SQL Data Analyst
6 3 (8.11%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 6 (16.22%) Web Services
2 4 (10.81%) Oracle Fusion
3 3 (8.11%) .NET
4 1 (2.70%) SOAP
Miscellaneous
1 9 (24.32%) Analytical Skills
2 5 (13.51%) Computer Science
3 4 (10.81%) Enterprise Software
3 4 (10.81%) Management Information System
4 1 (2.70%) Blog
4 1 (2.70%) Data Structures
4 1 (2.70%) Driving Licence
4 1 (2.70%) Replication
Operating Systems
1 10 (27.03%) Linux
2 8 (21.62%) Unix
3 5 (13.51%) Windows
4 4 (10.81%) CentOS
4 4 (10.81%) Red Hat Enterprise Linux
4 4 (10.81%) Solaris
Processes & Methodologies
1 16 (43.24%) Business Intelligence
2 9 (24.32%) Agile Software Development
2 9 (24.32%) High Availability
3 8 (21.62%) Performance Monitoring
3 8 (21.62%) Scrum
4 7 (18.92%) Analytics
4 7 (18.92%) Migration
4 7 (18.92%) Statistics
4 7 (18.92%) Use Case
4 7 (18.92%) User Acceptance Testing
5 6 (16.22%) Functional Testing
5 6 (16.22%) Open Source
5 6 (16.22%) Regression Testing
5 6 (16.22%) Scenario Testing
5 6 (16.22%) SDLC
5 6 (16.22%) TDD
5 6 (16.22%) Test Automation
5 6 (16.22%) Test Scripting
5 6 (16.22%) Test Strategy
5 6 (16.22%) Unit Testing
Programming Languages
1 29 (78.38%) SQL
2 14 (37.84%) T-SQL
3 6 (16.22%) C#
4 5 (13.51%) PL/SQL
5 4 (10.81%) Shell Script
6 2 (5.41%) Java
6 2 (5.41%) VB.NET
7 1 (2.70%) JavaScript
7 1 (2.70%) VBA
Qualifications
1 6 (16.22%) ISTQB
1 6 (16.22%) Security Cleared
2 5 (13.51%) Degree
2 5 (13.51%) ISEB
3 2 (5.41%) SC Cleared
4 1 (2.70%) Computer Science Degree
4 1 (2.70%) Microsoft Certification
Quality Assurance & Compliance
1 6 (16.22%) QA
2 2 (5.41%) IFRS
2 2 (5.41%) IFRS 9
System Software
1 4 (10.81%) Oracle RAC
1 4 (10.81%) XenServer
Systems Management
1 8 (21.62%) Oracle Enterprise Manager
2 6 (16.22%) HP Quality Center
3 4 (10.81%) Enterprise Manager Cloud Control
3 4 (10.81%) Opscode Chef
3 4 (10.81%) Oracle RMAN
3 4 (10.81%) Puppet
Vendors
1 13 (35.14%) Oracle
2 6 (16.22%) HP
2 6 (16.22%) Sybase
3 5 (13.51%) Microsoft
4 4 (10.81%) Sun
4 4 (10.81%) VMware
5 1 (2.70%) Cognos
5 1 (2.70%) MicroStrategy
5 1 (2.70%) SAP
5 1 (2.70%) Tableau
Reading, Berkshire
Bentley Whitaker
Salary: From £35,000 to £50,000 per annum + bonus(10%), shares,Pension,health
Posted: 2 days ago
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum
Posted: Yesterday