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 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Berkshire / Reading
Rank 47 68 63
Rank change year-on-year +21 -5  
Contract jobs citing ETL 16 13 11
As % of all contract IT jobs advertised in Reading 2.39% 1.29% 1.12%
As % of the Processes & Methodologies category 2.98% 1.67% 1.55%
Number of daily rates quoted 7 10 8
Median daily rate £425 £425 £420
Median daily rate % change year-on-year - +1.19%  
90% offered a daily rate of more than £290 £314 £359
10% offered a daily rate of more than £455 £505 £427
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 - £40.00

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 537 780 710
As % of all contract IT job vacancies advertised in Reading 80.27% 77.30% 72.23%
Number of daily rates quoted 280 421 398
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £265 £275 £250
10% offered a daily rate of more than £563 £550 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% +0.06%  
Number of hourly rates quoted 22 16 12
Median hourly rate £17.59 £50.33 £27.00
Median hourly rate % change year-on-year -65.04% +86.38%  
90% offered a hourly rate of more than £15.00 £10.05 £18.64
10% offered a hourly rate of more than £60.33 £63.00 £55.65
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

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 25 March 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 hourly rates quoted in IT contractor jobs citing ETL in Reading.

Contractor hourly rate trend for ETL in Reading

ETL
Top 30 Related IT Skills in Reading

For the 6 months to 25 March 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 22 (68.75%) Finance
2 15 (46.88%) SQL Server
3 14 (43.75%) SQL Server Integration Services
4 13 (40.63%) SQL
5 12 (37.50%) Hadoop
6 11 (34.38%) Apache Hive
6 11 (34.38%) Big Data
6 11 (34.38%) Java
7 10 (31.25%) HBase
7 10 (31.25%) SQL Server 2012
7 10 (31.25%) Sqoop
7 10 (31.25%) NoSQL
7 10 (31.25%) MapReduce
7 10 (31.25%) Scala
7 10 (31.25%) Impala
8 9 (28.13%) Apache Spark
8 9 (28.13%) HDFS
8 9 (28.13%) Oozie
8 9 (28.13%) Continuous Integration
8 9 (28.13%) Business Intelligence
8 9 (28.13%) MicroStrategy
8 9 (28.13%) DB2
8 9 (28.13%) TDD
9 8 (25.00%) Ab Initio
9 8 (25.00%) Data Warehouse
10 7 (21.88%) T-SQL
10 7 (21.88%) Cloudera
11 6 (18.75%) Hortonworks
11 6 (18.75%) OLAP
12 5 (15.63%) Oracle

ETL
Top Related 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 9 (28.13%) Apache Spark
2 4 (12.50%) SharePoint
3 3 (9.38%) SAS
Applications
1 2 (6.25%) MS Excel
2 1 (3.13%) Spreadsheet
Business Applications
1 4 (12.50%) Dynamics CRM
2 1 (3.13%) HFM
2 1 (3.13%) SystmOne
Cloud Services
1 4 (12.50%) IaaS
1 4 (12.50%) Microsoft Azure
1 4 (12.50%) PaaS
Communications & Networking
1 1 (3.13%) Kerberos
Database & Business Intelligence
1 15 (46.88%) SQL Server
2 14 (43.75%) SQL Server Integration Services
3 12 (37.50%) Hadoop
4 11 (34.38%) Apache Hive
4 11 (34.38%) Big Data
5 10 (31.25%) HBase
5 10 (31.25%) Impala
5 10 (31.25%) NoSQL
5 10 (31.25%) SQL Server 2012
5 10 (31.25%) Sqoop
6 9 (28.13%) DB2
7 8 (25.00%) Data Warehouse
8 6 (18.75%) OLAP
9 5 (15.63%) Relational Database
10 3 (9.38%) OLTP
10 3 (9.38%) Oracle Database
10 3 (9.38%) SQL Server 2014
11 2 (6.25%) SQL Server Reporting Services
12 1 (3.13%) Pentaho
12 1 (3.13%) SQL Server Analysis Services
Development Applications
1 1 (3.13%) Talend Open Studio
1 1 (3.13%) Team Foundation Server
General
1 22 (68.75%) Finance
2 3 (9.38%) Telecoms
3 2 (6.25%) Banking
4 1 (3.13%) Financial Institution
4 1 (3.13%) General Ledger
4 1 (3.13%) Legal
4 1 (3.13%) Retail
4 1 (3.13%) Retail Banking
Job Titles
1 11 (34.38%) Developer
2 8 (25.00%) Consultant
3 6 (18.75%) SQL Developer
4 5 (15.63%) Architect
4 5 (15.63%) Hadoop Consultant
5 4 (12.50%) Analyst
5 4 (12.50%) Data Architect
5 4 (12.50%) Data Consultant
5 4 (12.50%) Hadoop Developer
6 3 (9.38%) Data Analyst
6 3 (9.38%) DBA
6 3 (9.38%) ETL Analyst
6 3 (9.38%) Oracle Developer
6 3 (9.38%) PL/SQL Developer
6 3 (9.38%) Senior Developer
6 3 (9.38%) Senior Oracle Developer
6 3 (9.38%) Senior PL/SQL Developer
6 3 (9.38%) Senior SQL Developer
6 3 (9.38%) SQL Analyst
6 3 (9.38%) Technical Analyst
Libraries, Frameworks & Software Standards
1 1 (3.13%) JSON
1 1 (3.13%) XML
Miscellaneous
1 2 (6.25%) Analytical Skills
2 1 (3.13%) Blog
2 1 (3.13%) Credit Risk
2 1 (3.13%) Management Information System
2 1 (3.13%) NHS
2 1 (3.13%) Replication
Operating Systems
1 3 (9.38%) Windows
1 3 (9.38%) Windows Server
Processes & Methodologies
1 10 (31.25%) MapReduce
2 9 (28.13%) Business Intelligence
2 9 (28.13%) Continuous Integration
2 9 (28.13%) TDD
3 5 (15.63%) Complex ETL
3 5 (15.63%) Data Analysis
3 5 (15.63%) Data Modelling
4 4 (12.50%) Agile Software Development
4 4 (12.50%) CRM
4 4 (12.50%) Data Migration
4 4 (12.50%) ERP
4 4 (12.50%) Migration
4 4 (12.50%) Multithreading
4 4 (12.50%) Performance Tuning
4 4 (12.50%) SDLC
5 3 (9.38%) Analytics
5 3 (9.38%) Data Protection
5 3 (9.38%) Data Visualisation
5 3 (9.38%) Unit Testing
5 3 (9.38%) Visualisation
Programming Languages
1 13 (40.63%) SQL
2 11 (34.38%) Java
3 10 (31.25%) Scala
4 7 (21.88%) T-SQL
5 3 (9.38%) PL/SQL
5 3 (9.38%) Shell Script
Qualifications
1 3 (9.38%) SC Cleared
1 3 (9.38%) Security Cleared
2 1 (3.13%) Degree
2 1 (3.13%) MBA
Quality Assurance & Compliance
1 4 (12.50%) Data Quality
2 3 (9.38%) IFRS
2 3 (9.38%) IFRS 9
System Software
1 9 (28.13%) HDFS
2 1 (3.13%) Apache Flume
Systems Management
1 9 (28.13%) Oozie
Vendors
1 9 (28.13%) MicroStrategy
2 8 (25.00%) Ab Initio
3 7 (21.88%) Cloudera
4 6 (18.75%) Hortonworks
5 5 (15.63%) Microsoft
5 5 (15.63%) Oracle
6 1 (3.13%) Cognos
6 1 (3.13%) Hyperion
6 1 (3.13%) SAP
6 1 (3.13%) Tableau
6 1 (3.13%) Talend
6 1 (3.13%) Teradata