Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Reading with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 58 94 69
Rank change year-on-year +36 -25 +8
Contract jobs citing ETL 28 7 40
As % of all contract IT jobs advertised in Reading 2.22% 0.48% 2.08%
As % of the Processes & Methodologies category 2.69% 0.60% 2.68%
Number of daily rates quoted 24 7 39
Reading median daily rate £425 £375 £450
Median daily rate % change year-on-year +13.33% -16.67% +5.88%
10th Percentile £358 £316 £325
90th Percentile £560 £508 £538
Berkshire median daily rate £450 £438 £400
% change year-on-year +2.86% +9.38% +5.26%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £56.50 - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1041 1164 1492
As % of all contract IT jobs advertised in Reading 82.36% 79.84% 77.55%
Number of daily rates quoted 617 608 926
Reading median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - -
10th Percentile £275 £227 £231
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 41 47 82
Reading median hourly rate £14.50 £22.50 £30.90
Median hourly rate % change year-on-year -35.56% -27.18% +81.02%
10th Percentile £10.75 £14.25 £15.03
90th Percentile £35.00 £55.00 £46.62
Berkshire median hourly rate £14.50 £17.75 £30.45
% change year-on-year -18.31% -41.71% +78.38%

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
Contractor Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Reading.

Contractor daily rate trend for ETL in Reading

ETL
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing ETL in Reading over the 6 months to 20 November 2017.

Contractor daily rate histogram for ETL in Reading

ETL
Contractor Hourly Rate Trend in Reading

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in Reading.

Contractor hourly rate trend for ETL in Reading

For the 6 months to 20 November 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Reading region with a requirement for ETL.

1 21 (75.00%) SQL
2 12 (42.86%) SQL Server
2 12 (42.86%) Data Warehouse
2 12 (42.86%) Data Modelling
2 12 (42.86%) SQL Server Integration Services
3 10 (35.71%) Business Intelligence
4 9 (32.14%) Data Analysis
5 8 (28.57%) Data Quality
5 8 (28.57%) Analytical Skills
6 7 (25.00%) SQL Server Reporting Services
6 7 (25.00%) Data Protection
7 6 (21.43%) Data Protection Act
7 6 (21.43%) Business Process Mapping
7 6 (21.43%) Migration
7 6 (21.43%) Risk Assessment
7 6 (21.43%) UML
7 6 (21.43%) GDPR
8 5 (17.86%) Oracle
8 5 (17.86%) Finance
8 5 (17.86%) SQL Server 2012
8 5 (17.86%) Tableau
8 5 (17.86%) Data Migration
8 5 (17.86%) Agile Software Development
8 5 (17.86%) Business Analysis
9 4 (14.29%) MDX
9 4 (14.29%) SQL Server Analysis Services
9 4 (14.29%) Risk Analysis
9 4 (14.29%) Performance Tuning
9 4 (14.29%) Analytics
9 4 (14.29%) Microsoft

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 1 (3.57%) PowerExchange
1 1 (3.57%) SAS
1 1 (3.57%) SharePoint
Business Applications
1 2 (7.14%) SAP CRM
2 1 (3.57%) Dynamics CRM
Cloud Services
1 2 (7.14%) Microsoft Azure
2 1 (3.57%) Amazon AWS
2 1 (3.57%) SaaS
Database & Business Intelligence
1 12 (42.86%) Data Warehouse
1 12 (42.86%) SQL Server
1 12 (42.86%) SQL Server Integration Services
2 7 (25.00%) SQL Server Reporting Services
3 5 (17.86%) SQL Server 2012
4 4 (14.29%) SQL Server Analysis Services
5 3 (10.71%) OLAP
5 3 (10.71%) Power BI
6 2 (7.14%) Microsoft Analysis Services
6 2 (7.14%) OLAP Cube
6 2 (7.14%) Oracle Database
6 2 (7.14%) SQL Server 2008
6 2 (7.14%) SQL Server 2014
7 1 (3.57%) Big Data
7 1 (3.57%) Data Mart
7 1 (3.57%) Data Mining
7 1 (3.57%) Hadoop
7 1 (3.57%) PerformancePoint
7 1 (3.57%) PowerPivot
7 1 (3.57%) QlikView
Development Applications
1 2 (7.14%) JIRA
General
1 5 (17.86%) Finance
2 3 (10.71%) Telecoms
3 1 (3.57%) Billing
3 1 (3.57%) Legal
3 1 (3.57%) Marketing
Job Titles
1 9 (32.14%) Developer
2 6 (21.43%) Analyst
2 6 (21.43%) SQL Developer
3 5 (17.86%) Business Intelligence Developer
3 5 (17.86%) Data Analyst
3 5 (17.86%) Data Modeller
4 3 (10.71%) ETL Analyst
5 2 (7.14%) Data Migration Specialist
5 2 (7.14%) Designer
5 2 (7.14%) Migration Specialist
5 2 (7.14%) Oracle Specialist
5 2 (7.14%) SQL Analyst
5 2 (7.14%) SQL BI Developer
5 2 (7.14%) SQL Data Analyst
5 2 (7.14%) SQL Server Developer
5 2 (7.14%) SSAS Developer
5 2 (7.14%) SSIS Developer
5 2 (7.14%) SSIS Specialist
5 2 (7.14%) SSRS Developer
5 2 (7.14%) Technical Analyst
Libraries, Frameworks & Software Standards
1 4 (14.29%) MDX
2 3 (10.71%) XML
3 2 (7.14%) .NET
4 1 (3.57%) Web Services
Miscellaneous
1 8 (28.57%) Analytical Skills
2 6 (21.43%) Data Protection Act
3 4 (14.29%) Data Structures
4 1 (3.57%) Greenfield Project
4 1 (3.57%) IVR
4 1 (3.57%) Management Information System
Processes & Methodologies
1 12 (42.86%) Data Modelling
2 10 (35.71%) Business Intelligence
3 9 (32.14%) Data Analysis
4 7 (25.00%) Data Protection
5 6 (21.43%) Business Process Mapping
5 6 (21.43%) Migration
5 6 (21.43%) Risk Assessment
5 6 (21.43%) UML
6 5 (17.86%) Agile Software Development
6 5 (17.86%) Business Analysis
6 5 (17.86%) Data Migration
7 4 (14.29%) Analytics
7 4 (14.29%) CRM
7 4 (14.29%) Performance Tuning
7 4 (14.29%) Risk Analysis
8 3 (10.71%) Dimensional Modelling
8 3 (10.71%) Kimball Methodology
8 3 (10.71%) Stakeholder Management
8 3 (10.71%) Use Case
9 2 (7.14%) Data Cleansing
Programming Languages
1 21 (75.00%) SQL
2 3 (10.71%) Data Analysis Expressions (DAX)
2 3 (10.71%) T-SQL
3 2 (7.14%) C#
4 1 (3.57%) JavaScript
4 1 (3.57%) PL/SQL
4 1 (3.57%) PowerShell
4 1 (3.57%) VB.NET
Qualifications
1 3 (10.71%) Security Cleared
2 2 (7.14%) BPSS Clearance
3 1 (3.57%) BC Cleared
3 1 (3.57%) Degree
3 1 (3.57%) SC Cleared
Quality Assurance & Compliance
1 8 (28.57%) Data Quality
2 6 (21.43%) GDPR
3 2 (7.14%) Disclosure Scotland
4 1 (3.57%) IFRS
4 1 (3.57%) IFRS 9
Vendors
1 5 (17.86%) Oracle
1 5 (17.86%) Tableau
2 4 (14.29%) HP
2 4 (14.29%) Microsoft
3 3 (10.71%) Informatica
4 2 (7.14%) Callidus
4 2 (7.14%) SAP
4 2 (7.14%) Siebel
5 1 (3.57%) Cisco
5 1 (3.57%) Huawei
5 1 (3.57%) MuleSoft
5 1 (3.57%) Salesforce.com
5 1 (3.57%) Trillium