Period
to 21 January 2018

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 21 January 2018 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
21 Jan 2018
Same period 2017 Same period 2016
Rank 68 71 91
Rank change year-on-year +3 +20 -15
Contract jobs citing ETL 21 24 15
As % of all contract IT jobs advertised in Reading 1.70% 1.72% 0.77%
As % of the Processes & Methodologies category 2.06% 2.13% 0.98%
Number of daily rates quoted 18 15 13
Reading median daily rate £400 £425 £450
Median daily rate % change year-on-year -5.88% -5.56% +18.42%
10th Percentile £361 £353 £353
90th Percentile £583 £695 £538
Berkshire median daily rate £438 £450 £438
% change year-on-year -2.78% +2.86% +25.00%
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 1,018 1,126 1,528
As % of all contract IT jobs advertised in Reading 82.36% 80.60% 78.68%
Number of daily rates quoted 629 570 948
Reading median daily rate £400 £403 £400
Median daily rate % change year-on-year -0.62% +0.63% -
10th Percentile £263 £235 £231
90th Percentile £575 £575 £538
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +3.23%
Number of hourly rates quoted 27 40 72
Reading median hourly rate £14.50 £23.00 £30.90
Median hourly rate % change year-on-year -36.96% -25.57% +54.50%
10th Percentile £11.05 £12.83 £15.00
90th Percentile £39.75 £55.07 £47.50
Berkshire median hourly rate £14.50 £17.50 £26.50
% change year-on-year -17.14% -33.96% +31.68%

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 21 January 2018.

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 21 January 2018, 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 17 (80.95%) SQL
2 10 (47.62%) Data Modelling
3 8 (38.10%) Data Analysis
3 8 (38.10%) Data Quality
4 7 (33.33%) SQL Server Integration Services
4 7 (33.33%) SQL Server
5 6 (28.57%) Business Intelligence
5 6 (28.57%) UML
5 6 (28.57%) Data Warehouse
5 6 (28.57%) Data Protection Act
5 6 (28.57%) Risk Assessment
5 6 (28.57%) Data Protection
5 6 (28.57%) Business Process Mapping
5 6 (28.57%) Analytical Skills
5 6 (28.57%) GDPR
6 5 (23.81%) Business Analysis
7 4 (19.05%) SQL Server Reporting Services
7 4 (19.05%) Risk Analysis
7 4 (19.05%) Microsoft
7 4 (19.05%) Data Structures
8 3 (14.29%) Tableau
8 3 (14.29%) Analytics
8 3 (14.29%) Security Cleared
8 3 (14.29%) Agile Software Development
8 3 (14.29%) Telecoms
8 3 (14.29%) Finance
8 3 (14.29%) Use Case
9 2 (9.52%) MDX
9 2 (9.52%) SQL Server Analysis Services
9 2 (9.52%) Migration

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 (4.76%) SAS
Business Applications
1 1 (4.76%) Dynamics CRM
Database & Business Intelligence
1 7 (33.33%) SQL Server
1 7 (33.33%) SQL Server Integration Services
2 6 (28.57%) Data Warehouse
3 4 (19.05%) SQL Server Reporting Services
4 2 (9.52%) Power BI
4 2 (9.52%) SQL Server 2012
4 2 (9.52%) SQL Server Analysis Services
5 1 (4.76%) Big Data
5 1 (4.76%) Data Lake
5 1 (4.76%) Data Mart
5 1 (4.76%) Data Mining
5 1 (4.76%) Enterprise Data Warehouse
5 1 (4.76%) Hadoop
5 1 (4.76%) Microsoft Analysis Services
5 1 (4.76%) Microsoft Power View
5 1 (4.76%) OLAP Cube
5 1 (4.76%) Oracle Database
5 1 (4.76%) PowerPivot
5 1 (4.76%) SQL Server 2014
5 1 (4.76%) Star Schema
Development Applications
1 1 (4.76%) JIRA
1 1 (4.76%) Oracle Forms
General
1 3 (14.29%) Finance
1 3 (14.29%) Telecoms
2 1 (4.76%) Marketing
Job Titles
1 7 (33.33%) Analyst
1 7 (33.33%) Developer
2 6 (28.57%) Data Analyst
3 5 (23.81%) Data Modeller
4 4 (19.05%) SQL Developer
5 3 (14.29%) Business Intelligence Developer
5 3 (14.29%) ETL Analyst
6 2 (9.52%) Oracle Developer
6 2 (9.52%) PL/SQL Developer
6 2 (9.52%) SQL Analyst
6 2 (9.52%) SQL Data Analyst
6 2 (9.52%) SSAS Developer
6 2 (9.52%) Technical Analyst
7 1 (4.76%) Analyst Developer
7 1 (4.76%) Business Intelligence Manager
7 1 (4.76%) CRM Consultant
7 1 (4.76%) Data Manager
7 1 (4.76%) ETL Developer
7 1 (4.76%) SAS Analyst
7 1 (4.76%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 2 (9.52%) MDX
2 1 (4.76%) .NET
2 1 (4.76%) Web Services
2 1 (4.76%) XML
Miscellaneous
1 6 (28.57%) Analytical Skills
1 6 (28.57%) Data Protection Act
2 4 (19.05%) Data Structures
3 1 (4.76%) Greenfield Project
Processes & Methodologies
1 10 (47.62%) Data Modelling
2 8 (38.10%) Data Analysis
3 6 (28.57%) Business Intelligence
3 6 (28.57%) Business Process Mapping
3 6 (28.57%) Data Protection
3 6 (28.57%) Risk Assessment
3 6 (28.57%) UML
4 5 (23.81%) Business Analysis
5 4 (19.05%) Risk Analysis
6 3 (14.29%) Agile Software Development
6 3 (14.29%) Analytics
6 3 (14.29%) Use Case
7 2 (9.52%) Data Migration
7 2 (9.52%) Line Management
7 2 (9.52%) Migration
7 2 (9.52%) Performance Tuning
7 2 (9.52%) SDLC
7 2 (9.52%) Stakeholder Management
8 1 (4.76%) CRM
8 1 (4.76%) SOA
Programming Languages
1 17 (80.95%) SQL
2 2 (9.52%) Data Analysis Expressions (DAX)
2 2 (9.52%) PL/SQL
2 2 (9.52%) T-SQL
3 1 (4.76%) C#
3 1 (4.76%) JavaScript
Qualifications
1 3 (14.29%) Security Cleared
2 2 (9.52%) BPSS Clearance
3 1 (4.76%) BC Cleared
3 1 (4.76%) SC Cleared
Quality Assurance & Compliance
1 8 (38.10%) Data Quality
2 6 (28.57%) GDPR
3 2 (9.52%) Disclosure Scotland
4 1 (4.76%) IFRS
4 1 (4.76%) IFRS 9
Vendors
1 4 (19.05%) Microsoft
2 3 (14.29%) Tableau
3 2 (9.52%) Oracle
4 1 (4.76%) HP
4 1 (4.76%) Informatica