Period
to 28 July 2017

The following table provides summary statistics for contract job vacancies advertised in Wales 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 28 July 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)
UK > Wales
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 70 79 45
Rank change year-on-year +9 -34 +39
Contract jobs citing ETL 27 16 67
As % of all contract IT jobs advertised in Wales 2.10% 1.30% 4.06%
As % of the Processes & Methodologies category 2.50% 1.61% 5.05%
Number of daily rates quoted 20 13 53
Wales median daily rate £350 £350 £350
10th Percentile £313 £285 £284
90th Percentile £519 £432 £517
UK median daily rate £450 £425 £418
% change year-on-year +5.88% +1.80% -0.60%
Number of hourly rates quoted 0 0 0
Wales median hourly rate - - -
UK median hourly rate £36.25 £20.50 £30.00
% change year-on-year +76.83% -31.67% -20.63%

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 Wales with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Wales
Contract job vacancies with a requirement for process and methodology skills 1080 995 1328
As % of all contract IT job vacancies advertised in Wales 84.05% 80.83% 80.53%
Number of daily rates quoted 753 684 861
Wales median daily rate £388 £375 £355
Median daily rate % change year-on-year +3.33% +5.63% -5.33%
10th Percentile £178 £213 £225
90th Percentile £538 £525 £488
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 83 54 49
Wales median hourly rate £25.00 £16.50 £14.50
Median hourly rate % change year-on-year +51.52% +13.79% -29.27%
10th Percentile £13.15 £10.08 £10.15
90th Percentile £77.50 £67.75 £34.15
UK median hourly rate £25.00 £25.12 £22.00
% change year-on-year -0.48% +14.18% +4.76%

ETL
Job Vacancy Trend in Wales

Job postings citing ETL as a percentage of all IT jobs advertised in Wales.

Job vacancy trend for ETL in Wales

ETL
Contractor Daily Rate Trend in Wales

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

Contractor daily rate trend for ETL in Wales

ETL
Contractor Daily Rate Histogram in Wales

The daily rate distribution of IT jobs citing ETL in Wales over the 6 months to 28 July 2017.

Contractor daily rate histogram for ETL in Wales

ETL
Contractor Hourly Rate Trend in Wales

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

Contractor hourly rate trend for ETL in Wales

ETL
Contract Job Locations in Wales

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Wales region over the 6 months to 28 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +17 25 £350 -3.45% 3
North Wales +1 2 £338 +50.00%
ETL
UK

For the 6 months to 28 July 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 Wales region with a requirement for ETL.

1 17 (62.96%) Data Warehouse
1 17 (62.96%) SQL Server Integration Services
2 16 (59.26%) Migration
2 16 (59.26%) SQL
2 16 (59.26%) SQL Server
2 16 (59.26%) Data Migration
3 11 (40.74%) Oracle
3 11 (40.74%) Informatica
4 10 (37.04%) Business Intelligence
4 10 (37.04%) Teradata
5 9 (33.33%) Agile Software Development
5 9 (33.33%) SQL Server Reporting Services
5 9 (33.33%) Hadoop
5 9 (33.33%) Data Quality
6 8 (29.63%) Data Modelling
7 7 (25.93%) Quality Management
7 7 (25.93%) Data Management
7 7 (25.93%) Ab Initio
7 7 (25.93%) BusinessObjects
7 7 (25.93%) MicroStrategy
7 7 (25.93%) ERwin
7 7 (25.93%) Tableau
7 7 (25.93%) Data Architecture
7 7 (25.93%) SQL Server 2008
7 7 (25.93%) QlikView
8 6 (22.22%) Dimensional Modelling
8 6 (22.22%) Data Analytics
8 6 (22.22%) Analytics
8 6 (22.22%) SAS
8 6 (22.22%) T-SQL

ETL
Co-occurring IT Skills in Wales 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 6 (22.22%) SAS
2 2 (7.41%) Apache
2 2 (7.41%) Apache Spark
2 2 (7.41%) PowerExchange
3 1 (3.70%) Elasticsearch
Database & Business Intelligence
1 17 (62.96%) Data Warehouse
1 17 (62.96%) SQL Server Integration Services
2 16 (59.26%) SQL Server
3 9 (33.33%) Hadoop
3 9 (33.33%) SQL Server Reporting Services
4 7 (25.93%) BusinessObjects
4 7 (25.93%) QlikView
4 7 (25.93%) SQL Server 2008
5 4 (14.81%) Star Schema
6 2 (7.41%) Big Data
6 2 (7.41%) Enterprise Data Warehouse
6 2 (7.41%) HBase
6 2 (7.41%) SQL Server Analysis Services
7 1 (3.70%) Apache Hive
7 1 (3.70%) Impala
7 1 (3.70%) Oracle Database
7 1 (3.70%) Pentaho
7 1 (3.70%) Power BI
7 1 (3.70%) SQL Server 2012
7 1 (3.70%) SQL Server 2014
Development Applications
1 7 (25.93%) ERwin
2 2 (7.41%) Team Foundation Server
3 1 (3.70%) Bitbucket
3 1 (3.70%) Git (software)
3 1 (3.70%) Visual Studio
General
1 1 (3.70%) Telecoms
1 1 (3.70%) Welsh Language
Job Titles
1 9 (33.33%) Developer
2 8 (29.63%) Architect
3 7 (25.93%) Data Architect
4 6 (22.22%) Data Warehouse Developer
5 5 (18.52%) SQL Developer
5 5 (18.52%) SSIS Developer
6 3 (11.11%) ETL Developer
7 2 (7.41%) Analyst
7 2 (7.41%) Consultant
7 2 (7.41%) Informatica Consultant
7 2 (7.41%) Lead Test Analyst
7 2 (7.41%) Teradata Architect
7 2 (7.41%) Test Analyst
7 2 (7.41%) Test Leader
7 2 (7.41%) T-SQL Developer
8 1 (3.70%) Big Data Engineer
8 1 (3.70%) Big Data Software Engineer
8 1 (3.70%) Data Engineer
8 1 (3.70%) ETL Analyst
8 1 (3.70%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 5 (18.52%) XML
2 2 (7.41%) JSON
2 2 (7.41%) Kafka
3 1 (3.70%) Middleware
Miscellaneous
1 2 (7.41%) NHS
2 1 (3.70%) Analytical Skills
2 1 (3.70%) Cyberthreat
2 1 (3.70%) Freedom of Information
2 1 (3.70%) iSeries
Operating Systems
1 4 (14.81%) Linux
2 3 (11.11%) Windows
3 1 (3.70%) Windows Server
Processes & Methodologies
1 16 (59.26%) Data Migration
1 16 (59.26%) Migration
2 10 (37.04%) Business Intelligence
3 9 (33.33%) Agile Software Development
4 8 (29.63%) Data Modelling
5 7 (25.93%) Data Architecture
5 7 (25.93%) Data Management
5 7 (25.93%) Quality Management
6 6 (22.22%) Analytics
6 6 (22.22%) Data Analytics
6 6 (22.22%) Dimensional Modelling
6 6 (22.22%) Scrum
7 5 (18.52%) Technical Architecture
7 5 (18.52%) TOGAF
8 4 (14.81%) Data Cleansing
8 4 (14.81%) Dependency Management
8 4 (14.81%) Kimball Methodology
8 4 (14.81%) Logical Data Model
8 4 (14.81%) System Testing
8 4 (14.81%) Telematics
Programming Languages
1 16 (59.26%) SQL
2 6 (22.22%) T-SQL
3 4 (14.81%) PL/SQL
4 2 (7.41%) Java
5 1 (3.70%) Python
Qualifications
1 3 (11.11%) ISTQB
1 3 (11.11%) ISTQB Foundation Certification
2 2 (7.41%) Security Cleared
3 1 (3.70%) Degree
Quality Assurance & Compliance
1 9 (33.33%) Data Quality
2 1 (3.70%) Disclosure Scotland
2 1 (3.70%) HL7
2 1 (3.70%) QA
System Software
1 1 (3.70%) Apache Flume
1 1 (3.70%) Oracle RAC
Systems Management
1 1 (3.70%) Kibana
Vendors
1 11 (40.74%) Informatica
1 11 (40.74%) Oracle
2 10 (37.04%) Teradata
3 7 (25.93%) Ab Initio
3 7 (25.93%) MicroStrategy
3 7 (25.93%) Tableau
4 6 (22.22%) Netezza
5 2 (7.41%) Cloudera
5 2 (7.41%) Microsoft
6 1 (3.70%) RedGate
Cardiff, South Glamorgan
Agile Recruitment
Posted: 4 days ago