Period
to 16 July 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 16 July 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
16 Jul 2018
Same period 2017 Same period 2016
Rank 73 63 99
Rank change year-on-year -10 +36 -31
Contract jobs citing ETL 18 24 18
As % of all contract IT jobs advertised in Reading 1.23% 1.90% 0.96%
As % of the Processes & Methodologies category 1.44% 2.36% 1.21%
Number of daily rates quoted 16 13 11
Reading median daily rate £440 £363 £425
Median daily rate % change year-on-year +21.38% -14.71% +6.25%
10th Percentile £331 £300 £313
90th Percentile £675 £475 £525
Berkshire median daily rate £425 £425 £444
% change year-on-year - -4.23% +10.94%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate - £31.50 -

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 1,254 1,018 1,492
As % of all contract IT jobs advertised in Reading 85.83% 80.79% 79.40%
Number of daily rates quoted 745 519 847
Reading median daily rate £425 £415 £400
Median daily rate % change year-on-year +2.41% +3.75% +6.67%
10th Percentile £261 £241 £250
90th Percentile £602 £575 £550
Berkshire median daily rate £425 £425 £408
% change year-on-year - +4.29% +8.67%
Number of hourly rates quoted 26 53 40
Reading median hourly rate £22.00 £17.50 £22.35
Median hourly rate % change year-on-year +25.71% -21.70% +3.71%
10th Percentile £13.50 £11.25 £11.15
90th Percentile £53.13 £57.50 £60.00
Berkshire median hourly rate £21.50 £15.00 £17.50
% change year-on-year +43.33% -14.29% -21.35%

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 16 July 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 16 July 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Reading region with a requirement for ETL.

1 12 (66.67%) Data Warehouse
2 10 (55.56%) Oracle
3 9 (50.00%) SQL
3 9 (50.00%) Business Intelligence
3 9 (50.00%) Microsoft Azure
4 8 (44.44%) Analytics
4 8 (44.44%) Informatica
5 7 (38.89%) SAP
6 6 (33.33%) Data Modelling
6 6 (33.33%) Migration
6 6 (33.33%) Agile Software Development
6 6 (33.33%) Big Data
7 5 (27.78%) Oracle Database
7 5 (27.78%) Analytical Skills
7 5 (27.78%) Power BI
7 5 (27.78%) SQL Server
7 5 (27.78%) Project Management
8 4 (22.22%) Microsoft
8 4 (22.22%) BusinessObjects
8 4 (22.22%) Java
8 4 (22.22%) PL/SQL
8 4 (22.22%) Finance
8 4 (22.22%) Hadoop
9 3 (16.67%) Data Integration
9 3 (16.67%) Apache Hive
9 3 (16.67%) Azure SQL Database
9 3 (16.67%) Azure Data Factory
9 3 (16.67%) Performance Tuning
9 3 (16.67%) Data Analytics
9 3 (16.67%) Oracle Database 12c

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 3 (16.67%) Apache Pig
2 2 (11.11%) SAS
3 1 (5.56%) Apache Spark
3 1 (5.56%) PowerExchange
3 1 (5.56%) SharePoint
Applications
1 2 (11.11%) SPSS
Business Applications
1 1 (5.56%) Maximo
Cloud Services
1 9 (50.00%) Microsoft Azure
2 3 (16.67%) Azure Data Factory
3 1 (5.56%) Amazon AWS
3 1 (5.56%) Amazon S3
Database & Business Intelligence
1 12 (66.67%) Data Warehouse
2 6 (33.33%) Big Data
3 5 (27.78%) Oracle Database
3 5 (27.78%) Power BI
3 5 (27.78%) SQL Server
4 4 (22.22%) BusinessObjects
4 4 (22.22%) Hadoop
5 3 (16.67%) Amazon Redshift
5 3 (16.67%) Apache Hive
5 3 (16.67%) Azure SQL Database
5 3 (16.67%) Oracle Database 12c
5 3 (16.67%) Oracle Reports
5 3 (16.67%) PowerCenter
5 3 (16.67%) SQL Server Integration Services
6 2 (11.11%) HBase
6 2 (11.11%) Redis
6 2 (11.11%) SAP HANA
6 2 (11.11%) SQL Server Reporting Services
6 2 (11.11%) Sqoop
6 2 (11.11%) Triplestore
Development Applications
1 3 (16.67%) Oracle APEX
2 1 (5.56%) ERwin
General
1 4 (22.22%) Finance
2 1 (5.56%) Marketing
Job Titles
1 3 (16.67%) Consultant
1 3 (16.67%) Data Consultant
1 3 (16.67%) Data Warehouse Developer
1 3 (16.67%) Designer
1 3 (16.67%) Developer
1 3 (16.67%) ETL Developer
1 3 (16.67%) Insight Consultant
2 2 (11.11%) Analyst
2 2 (11.11%) Architect
2 2 (11.11%) Azure Architect
3 1 (5.56%) Business Analyst
3 1 (5.56%) Development Engineer
3 1 (5.56%) Informatica Designer
3 1 (5.56%) Informatica Specialist
3 1 (5.56%) Java Engineer
3 1 (5.56%) Power BI Consultant
3 1 (5.56%) Software Development Engineer
3 1 (5.56%) Software Engineer
3 1 (5.56%) SQL Server Consultant
3 1 (5.56%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (5.56%) JSON
1 1 (5.56%) Web Services
Miscellaneous
1 5 (27.78%) Analytical Skills
2 3 (16.67%) Client/Server
2 3 (16.67%) Replication
3 1 (5.56%) Computer Science
Operating Systems
1 1 (5.56%) Linux
Processes & Methodologies
1 9 (50.00%) Business Intelligence
2 8 (44.44%) Analytics
3 6 (33.33%) Agile Software Development
3 6 (33.33%) Data Modelling
3 6 (33.33%) Migration
4 5 (27.78%) Project Management
5 3 (16.67%) Data Analytics
5 3 (16.67%) Data Integration
5 3 (16.67%) Performance Tuning
5 3 (16.67%) PRINCE2
5 3 (16.67%) Six Sigma
6 2 (11.11%) Data Architecture
6 2 (11.11%) Data Management
6 2 (11.11%) Data Security
6 2 (11.11%) Dimensional Modelling
6 2 (11.11%) High Availability
6 2 (11.11%) MapReduce
6 2 (11.11%) Presales
6 2 (11.11%) Scorecard
6 2 (11.11%) Technical Analysis
Programming Languages
1 9 (50.00%) SQL
2 4 (22.22%) Java
2 4 (22.22%) PL/SQL
3 3 (16.67%) Python
4 2 (11.11%) C#
4 2 (11.11%) F#
4 2 (11.11%) R
5 1 (5.56%) PowerShell
Qualifications
1 2 (11.11%) SC Cleared
1 2 (11.11%) Security Cleared
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
System Software
1 2 (11.11%) Apache Flume
2 1 (5.56%) Hyper-V
2 1 (5.56%) VMware Infrastructure
Vendors
1 10 (55.56%) Oracle
2 8 (44.44%) Informatica
3 7 (38.89%) SAP
4 4 (22.22%) Microsoft
5 2 (11.11%) Talend
5 2 (11.11%) Teradata
5 2 (11.11%) Vertica
6 1 (5.56%) Netezza
6 1 (5.56%) VMware