The table below looks at the statistics for ETL skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 73 64 73
Rank change year-on-year
-9 +9
Contract jobs citing ETL 31 40 20
As % of all contract IT jobs located in Leeds 2.01% 2.84% 1.62%
As % of the Processes & Methodologies category 2.33% 3.31% 1.96%
Number of daily rates quoted 26 35 17
Median daily rate £394 £385 £275
Median daily rate % change year-on-year
+2.27% +40.00%
90% offered a daily rate of more than £306 £281 £175
10% offered a daily rate of more than £448 £520 £379
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £110.00
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
ETL
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
1330 1210 1022
As % of all contract IT jobs located in Leeds 86.08% 85.94% 82.89%
Number of daily rates quoted 947 872 721
Median daily rate £425 £360 £330
Median daily rate % change year-on-year
+18.05% +9.09%
90% offered a daily rate of more than £315 £265 £220
10% offered a daily rate of more than £550 £500 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 14 19 17
Median hourly rate £12.10 £17.50 £16.20
Median hourly rate % change year-on-year
-30.85% +8.02%
90% offered a hourly rate of more than £9.00 £13.28 £12.63
10% offered a hourly rate of more than £37.50 £175.00 £110.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

ETL
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Leeds

ETL
Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ETL across the Leeds region.

ETL Daily Rate Trend in Leeds

ETL
Daily Rate Histogram in Leeds

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Leeds region over the 3 months to 27 May 2016.

ETL Daily Rate Histogram in Leeds

ETL
Hourly Rate Trend in Leeds

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

ETL Hourly Rate Trend in Leeds

ETL
Top 30 Related IT Skills in Leeds

For the 6 months to 27 May 2016, 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 Leeds region with a requirement for ETL.

1 44 (63.77%) SQL
2 35 (50.72%) Data Warehouse
3 27 (39.13%) SQL Server
4 24 (34.78%) Oracle
5 21 (30.43%) PL/SQL
6 20 (28.99%) Microsoft
7 19 (27.54%) Business Intelligence
8 16 (23.19%) T-SQL
9 15 (21.74%) Informatica
9 15 (21.74%) Finance
10 13 (18.84%) Agile Software Development
11 12 (17.39%) C++
12 11 (15.94%) Data Security
12 11 (15.94%) Unit Testing
12 11 (15.94%) SQL Server Analysis Services
12 11 (15.94%) SQL Server 2014
13 10 (14.49%) SQL Server 2012
13 10 (14.49%) Analytics
13 10 (14.49%) Analytical Skills
13 10 (14.49%) Algorithms
13 10 (14.49%) Hadoop
14 9 (13.04%) Velocity
14 9 (13.04%) SAS
14 9 (13.04%) Linux
14 9 (13.04%) SharePoint
15 8 (11.59%) Unix
15 8 (11.59%) Validation
15 8 (11.59%) Migration
15 8 (11.59%) Data Mapping
16 7 (10.14%) Data Validation

ETL
Top Related IT Skills in Leeds 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 (13.04%) SAS
1 9 (13.04%) SharePoint
2 3 (4.35%) Apache
2 3 (4.35%) Apache Spark
3 1 (1.45%) Confluence
Applications
1 6 (8.70%) MS Excel
1 6 (8.70%) MS Office
1 6 (8.70%) MS PowerPoint
1 6 (8.70%) MS Project
1 6 (8.70%) MS Visio
Business Applications
1 2 (2.90%) Dynamics CRM
Cloud Services
1 7 (10.14%) Microsoft Azure
Communications & Networking
1 3 (4.35%) DSL
1 3 (4.35%) Network Security
2 1 (1.45%) TCP/IP
Database & Business Intelligence
1 35 (50.72%) Data Warehouse
2 27 (39.13%) SQL Server
3 11 (15.94%) SQL Server 2014
3 11 (15.94%) SQL Server Analysis Services
4 10 (14.49%) Hadoop
4 10 (14.49%) SQL Server 2012
5 7 (10.14%) Azure SQL Database
5 7 (10.14%) Base SAS
5 7 (10.14%) MS Access
5 7 (10.14%) Oracle Database
5 7 (10.14%) SQL Server Integration Services
6 6 (8.70%) Data Mining
6 6 (8.70%) SQL Server Reporting Services
7 5 (7.25%) Apache Cassandra
7 5 (7.25%) BusinessObjects
7 5 (7.25%) DB2
7 5 (7.25%) NoSQL
8 4 (5.80%) Big Data
9 3 (4.35%) BusinessObjects XI
9 3 (4.35%) HBase
Development Applications
1 2 (2.90%) ERwin
2 1 (1.45%) JIRA
2 1 (1.45%) Oracle APEX
2 1 (1.45%) SoapUI
2 1 (1.45%) SQL Server Management Studio (SSMS)
2 1 (1.45%) Team Foundation Server
2 1 (1.45%) Visual Studio
General
1 15 (21.74%) Finance
2 6 (8.70%) Games
3 4 (5.80%) Back Office
4 2 (2.90%) Billing
4 2 (2.90%) Telecoms
5 1 (1.45%) Advertising
5 1 (1.45%) Banking
5 1 (1.45%) Legal
5 1 (1.45%) Marketing
Job Titles
1 36 (52.17%) Developer
2 13 (18.84%) ETL Developer
3 11 (15.94%) Analyst
4 8 (11.59%) Business Intelligence Developer
5 7 (10.14%) Architect
6 6 (8.70%) DBA
6 6 (8.70%) Informatica Developer
6 6 (8.70%) Informatica ETL Developer
6 6 (8.70%) SAS Developer
6 6 (8.70%) SQL Developer
7 5 (7.25%) Business Analyst
7 5 (7.25%) Integration Developer
8 4 (5.80%) Business Intelligence Specialist
8 4 (5.80%) Business Systems Analyst
8 4 (5.80%) Data Architect
8 4 (5.80%) Data Business Analyst
8 4 (5.80%) Data Integration Developer
8 4 (5.80%) Systems Analyst
9 3 (4.35%) Senior Developer
9 3 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (13.04%) Velocity
2 4 (5.80%) .NET
3 3 (4.35%) Kafka
3 3 (4.35%) Samza
3 3 (4.35%) Spark Streaming
3 3 (4.35%) SparkR
3 3 (4.35%) Web Services
4 1 (1.45%) REST
4 1 (1.45%) SOAP
Miscellaneous
1 10 (14.49%) Algorithms
1 10 (14.49%) Analytical Skills
2 6 (8.70%) Data Integration
3 3 (4.35%) Digital Media
3 3 (4.35%) Visualisation
4 2 (2.90%) Credit Risk
4 2 (2.90%) NHS
5 1 (1.45%) Clustering
5 1 (1.45%) CMDB
5 1 (1.45%) Data Extraction
5 1 (1.45%) Data Structures
5 1 (1.45%) Informatics
5 1 (1.45%) Management Information System
Operating Systems
1 9 (13.04%) Linux
2 8 (11.59%) Unix
3 2 (2.90%) Red Hat Enterprise Linux
4 1 (1.45%) AIX
4 1 (1.45%) Windows
4 1 (1.45%) Windows Server
Processes & Methodologies
1 19 (27.54%) Business Intelligence
2 13 (18.84%) Agile Software Development
3 11 (15.94%) Data Security
3 11 (15.94%) Unit Testing
4 10 (14.49%) Analytics
5 8 (11.59%) Data Mapping
5 8 (11.59%) Migration
5 8 (11.59%) Validation
6 7 (10.14%) Data Analysis
6 7 (10.14%) Data Validation
6 7 (10.14%) GAP Analysis
6 7 (10.14%) Systems Analysis
7 6 (8.70%) CRM
7 6 (8.70%) Data Migration
7 6 (8.70%) Data Modelling
7 6 (8.70%) Performance Tuning
8 5 (7.25%) Project Management
8 5 (7.25%) Service Delivery
9 4 (5.80%) Kimball Methodology
10 3 (4.35%) Master Data Management
Programming Languages
1 44 (63.77%) SQL
2 21 (30.43%) PL/SQL
3 16 (23.19%) T-SQL
4 12 (17.39%) C++
5 5 (7.25%) JavaScript
5 5 (7.25%) Python
6 4 (5.80%) R
7 3 (4.35%) HiveQL
7 3 (4.35%) Java
7 3 (4.35%) PHP
7 3 (4.35%) Ruby
7 3 (4.35%) Scala
7 3 (4.35%) Shell Script
7 3 (4.35%) VBA
8 2 (2.90%) VB
9 1 (1.45%) ANSI SQL
9 1 (1.45%) C#
9 1 (1.45%) Perl
Qualifications
1 3 (4.35%) Degree
1 3 (4.35%) Security Cleared
2 1 (1.45%) BPSS Clearance
2 1 (1.45%) ITIL Certification
Quality Assurance & Compliance
1 7 (10.14%) QA
2 6 (8.70%) Data Quality
2 6 (8.70%) Disclosure Scotland
System Software
1 1 (1.45%) Tivoli Workload Scheduler
Systems Management
1 5 (7.25%) Data Guard
1 5 (7.25%) Oracle RMAN
2 1 (1.45%) Tivoli
Vendors
1 24 (34.78%) Oracle
2 20 (28.99%) Microsoft
3 15 (21.74%) Informatica
4 2 (2.90%) Capita
4 2 (2.90%) Tableau
5 1 (1.45%) CA
5 1 (1.45%) Red Hat
5 1 (1.45%) SAP