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 3 months to 26 June 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
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 44 64 45
Rank change year-on-year +20 -19  
Contract jobs citing ETL 10 6 23
As % of all contract IT jobs advertised in Reading 1.73% 0.70% 2.71%
As % of the Processes & Methodologies category 2.17% 0.88% 3.51%
Number of daily rates quoted 7 2 19
Median daily rate £363 £375 £450
Median daily rate % change year-on-year -3.33% -16.66%  
90% offered a daily rate of more than £323 £335 £385
10% offered a daily rate of more than £466 £415 £510
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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

Contract Process & Methodology Skills
Reading
Contract job vacancies with a requirement for process and methodology skills 460 683 656
As % of all contract IT job vacancies advertised in Reading 79.45% 79.98% 77.36%
Number of daily rates quoted 232 406 323
Median daily rate £438 £400 £400
Median daily rate % change year-on-year +9.37% -  
90% offered a daily rate of more than £302 £225 £260
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 19 22 37
Median hourly rate £29.75 £19.61 £21.55
Median hourly rate % change year-on-year +51.70% -9.00%  
90% offered a hourly rate of more than £16.00 £19.61 £14.00
10% offered a hourly rate of more than £55.00 £25.00 £40.77
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing ETL as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 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 26 June 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 17 (65.38%) Finance
2 14 (53.85%) SQL
2 14 (53.85%) SQL Server
2 14 (53.85%) SQL Server Integration Services
3 12 (46.15%) Data Warehouse
4 11 (42.31%) SQL Server 2012
5 10 (38.46%) Business Intelligence
6 8 (30.77%) Big Data
7 7 (26.92%) Hadoop
7 7 (26.92%) Microsoft Azure
8 6 (23.08%) Apache Hive
8 6 (23.08%) Data Migration
8 6 (23.08%) Migration
8 6 (23.08%) CRM
8 6 (23.08%) Java
8 6 (23.08%) Analytical Skills
9 5 (19.23%) Impala
9 5 (19.23%) HBase
9 5 (19.23%) T-SQL
9 5 (19.23%) Data Modelling
9 5 (19.23%) Microsoft
9 5 (19.23%) Dimensional Modelling
9 5 (19.23%) NoSQL
9 5 (19.23%) Scala
9 5 (19.23%) Cloudera
9 5 (19.23%) MapReduce
9 5 (19.23%) Kimball Methodology
9 5 (19.23%) Sqoop
10 4 (15.38%) Data Quality
10 4 (15.38%) Hortonworks

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 4 (15.38%) Apache Spark
1 4 (15.38%) SharePoint
2 2 (7.69%) SAS
Applications
1 3 (11.54%) Microsoft Excel
2 1 (3.85%) Spreadsheet
Business Applications
1 3 (11.54%) Dynamics CRM
Cloud Services
1 7 (26.92%) Microsoft Azure
2 3 (11.54%) IaaS
2 3 (11.54%) PaaS
3 1 (3.85%) Amazon AWS
Communications & Networking
1 1 (3.85%) Kerberos
Database & Business Intelligence
1 14 (53.85%) SQL Server
1 14 (53.85%) SQL Server Integration Services
2 12 (46.15%) Data Warehouse
3 11 (42.31%) SQL Server 2012
4 8 (30.77%) Big Data
5 7 (26.92%) Hadoop
6 6 (23.08%) Apache Hive
7 5 (19.23%) HBase
7 5 (19.23%) Impala
7 5 (19.23%) NoSQL
7 5 (19.23%) Sqoop
8 4 (15.38%) DB2
8 4 (15.38%) OLAP
8 4 (15.38%) Relational Database
8 4 (15.38%) SQL Server Reporting Services
9 3 (11.54%) Oracle Database
9 3 (11.54%) Power BI
9 3 (11.54%) SQL Server 2008
10 2 (7.69%) Data Lake
10 2 (7.69%) SQL Server Analysis Services
General
1 17 (65.38%) Finance
2 2 (7.69%) Banking
2 2 (7.69%) Legal
2 2 (7.69%) Marketing
2 2 (7.69%) Telecoms
3 1 (3.85%) Billing
3 1 (3.85%) General Ledger
3 1 (3.85%) Retail
3 1 (3.85%) Retail Banking
Job Titles
1 12 (46.15%) Developer
2 8 (30.77%) SQL Developer
3 4 (15.38%) SQL Server Developer
4 3 (11.54%) Analyst
4 3 (11.54%) Business Intelligence Developer
4 3 (11.54%) Consultant
4 3 (11.54%) Data Warehouse Developer
4 3 (11.54%) SQL BI Developer
4 3 (11.54%) SSIS Developer
5 2 (7.69%) Data Consultant
5 2 (7.69%) ETL Analyst
5 2 (7.69%) Hadoop Developer
5 2 (7.69%) PL/SQL Developer
5 2 (7.69%) Senior PL/SQL Developer
5 2 (7.69%) Senior SQL Developer
5 2 (7.69%) SQL Analyst
5 2 (7.69%) SQL Data Analyst
5 2 (7.69%) SQL Server BI Developer
5 2 (7.69%) SSIS Analyst
5 2 (7.69%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (7.69%) MDX
2 1 (3.85%) .NET
2 1 (3.85%) JSON
2 1 (3.85%) XML
Miscellaneous
1 6 (23.08%) Analytical Skills
2 2 (7.69%) Data Structures
2 2 (7.69%) Management Information System
3 1 (3.85%) Credit Risk
3 1 (3.85%) IVR
3 1 (3.85%) Replication
Processes & Methodologies
1 10 (38.46%) Business Intelligence
2 6 (23.08%) CRM
2 6 (23.08%) Data Migration
2 6 (23.08%) Migration
3 5 (19.23%) Data Modelling
3 5 (19.23%) Dimensional Modelling
3 5 (19.23%) Kimball Methodology
3 5 (19.23%) MapReduce
4 4 (15.38%) Complex ETL
4 4 (15.38%) Continuous Integration
4 4 (15.38%) Data Analysis
4 4 (15.38%) Data Management
4 4 (15.38%) Data Visualisation
4 4 (15.38%) Performance Tuning
4 4 (15.38%) TDD
4 4 (15.38%) Validation
4 4 (15.38%) Visualisation
5 3 (11.54%) Data Integration
5 3 (11.54%) ERP
5 3 (11.54%) Multithreading
Programming Languages
1 14 (53.85%) SQL
2 6 (23.08%) Java
3 5 (19.23%) Scala
3 5 (19.23%) T-SQL
4 2 (7.69%) PL/SQL
4 2 (7.69%) PowerShell
4 2 (7.69%) Shell Script
5 1 (3.85%) C#
5 1 (3.85%) Data Analysis Expressions (DAX)
5 1 (3.85%) VB.NET
Qualifications
1 2 (7.69%) Degree
1 2 (7.69%) SC Cleared
1 2 (7.69%) Security Cleared
2 1 (3.85%) MBA
Quality Assurance & Compliance
1 4 (15.38%) Data Quality
2 2 (7.69%) IFRS
2 2 (7.69%) IFRS 9
System Software
1 4 (15.38%) HDFS
2 1 (3.85%) Apache Flume
Systems Management
1 4 (15.38%) Oozie
Vendors
1 5 (19.23%) Cloudera
1 5 (19.23%) Microsoft
2 4 (15.38%) Hortonworks
2 4 (15.38%) MicroStrategy
2 4 (15.38%) Oracle
3 3 (11.54%) Ab Initio
4 2 (7.69%) Tableau
5 1 (3.85%) Cisco
5 1 (3.85%) Huawei
5 1 (3.85%) Informatica
5 1 (3.85%) Salesforce.com
5 1 (3.85%) Teradata
Reading
Vivid Resourcing
Posted: 5 days ago