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 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 87 52 71
Rank change year-on-year
-35 +19
Contract jobs citing ETL 21 55 16
As % of all contract IT jobs located in Leeds 1.42% 3.60% 1.40%
As % of the Processes & Methodologies category 1.61% 4.19% 1.65%
Number of daily rates quoted 17 42 13
Median daily rate £390 £375 £315
Median daily rate % change year-on-year
+4.00% +19.04%
90% offered a daily rate of more than £313 £291 £225
10% offered a daily rate of more than £435 £518 £417
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £110.00
UK excluding London median hourly rate £20.50 £31.50 £37.80
% change year-on-year
-34.92% -16.66%
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
1304 1314 969
As % of all contract IT jobs located in Leeds 87.99% 85.99% 84.63%
Number of daily rates quoted 925 977 693
Median daily rate £425 £360 £325
Median daily rate % change year-on-year
+18.05% +10.76%
90% offered a daily rate of more than £320 £275 £225
10% offered a daily rate of more than £550 £515 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 11 21 16
Median hourly rate £14.00 £15.50 £15.00
Median hourly rate % change year-on-year
-9.67% +3.33%
90% offered a hourly rate of more than £9.89 £9.25 £11.13
10% offered a hourly rate of more than £65.00 £175.00 £77.60
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 28 June 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 28 June 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 43 (62.32%) SQL
2 35 (50.72%) Data Warehouse
3 29 (42.03%) SQL Server
4 22 (31.88%) Oracle
5 21 (30.43%) Microsoft
6 19 (27.54%) PL/SQL
7 18 (26.09%) T-SQL
8 17 (24.64%) Business Intelligence
9 16 (23.19%) Informatica
10 15 (21.74%) Finance
11 13 (18.84%) Unit Testing
11 13 (18.84%) SQL Server Analysis Services
12 12 (17.39%) Agile Software Development
12 12 (17.39%) SAS
12 12 (17.39%) C++
13 11 (15.94%) SQL Server Integration Services
13 11 (15.94%) Data Security
13 11 (15.94%) ETL Development
14 10 (14.49%) Algorithms
14 10 (14.49%) Analytics
14 10 (14.49%) Analytical Skills
15 9 (13.04%) SQL Server Reporting Services
15 9 (13.04%) SQL Server 2014
15 9 (13.04%) Velocity
15 9 (13.04%) Hadoop
15 9 (13.04%) SQL Server 2012
16 8 (11.59%) Data Mapping
16 8 (11.59%) Migration
16 8 (11.59%) Unix
16 8 (11.59%) Linux

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 12 (17.39%) SAS
2 7 (10.14%) SharePoint
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
2 1 (1.45%) Cognos Planning
Cloud Services
1 7 (10.14%) Microsoft Azure
Communications & Networking
1 3 (4.35%) Network Security
2 1 (1.45%) TCP/IP
Database & Business Intelligence
1 35 (50.72%) Data Warehouse
2 29 (42.03%) SQL Server
3 13 (18.84%) SQL Server Analysis Services
4 11 (15.94%) SQL Server Integration Services
5 9 (13.04%) Hadoop
5 9 (13.04%) SQL Server 2012
5 9 (13.04%) SQL Server 2014
5 9 (13.04%) SQL Server Reporting Services
6 7 (10.14%) Azure SQL Database
6 7 (10.14%) MS Access
6 7 (10.14%) Oracle Database
7 6 (8.70%) Data Mining
8 5 (7.25%) Apache Cassandra
8 5 (7.25%) DB2
8 5 (7.25%) NoSQL
9 4 (5.80%) Base SAS
9 4 (5.80%) BusinessObjects
10 3 (4.35%) Relational Database
11 2 (2.90%) Big Data
11 2 (2.90%) Power BI
Development Applications
1 3 (4.35%) Visual Studio
2 2 (2.90%) SQL Server Management Studio (SSMS)
3 1 (1.45%) ERwin
3 1 (1.45%) JIRA
3 1 (1.45%) Oracle APEX
3 1 (1.45%) SoapUI
3 1 (1.45%) Team Foundation Server
General
1 15 (21.74%) Finance
2 5 (7.25%) Games
3 2 (2.90%) Billing
3 2 (2.90%) Telecoms
4 1 (1.45%) Advertising
4 1 (1.45%) Back Office
4 1 (1.45%) Banking
4 1 (1.45%) Legal
4 1 (1.45%) Retail
Job Titles
1 36 (52.17%) Developer
2 15 (21.74%) ETL Developer
3 10 (14.49%) Analyst
3 10 (14.49%) Business Intelligence Developer
4 7 (10.14%) SQL Developer
5 6 (8.70%) DBA
5 6 (8.70%) Informatica Developer
5 6 (8.70%) Informatica ETL Developer
5 6 (8.70%) Project Manager
6 5 (7.25%) Architect
6 5 (7.25%) Business Analyst
7 4 (5.80%) Business Systems Analyst
7 4 (5.80%) Data Business Analyst
7 4 (5.80%) SAS Developer
7 4 (5.80%) Systems Analyst
7 4 (5.80%) Technical Manager
7 4 (5.80%) Technical Project Manager
8 3 (4.35%) Business Intelligence Specialist
8 3 (4.35%) Integration Developer
8 3 (4.35%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 9 (13.04%) Velocity
2 3 (4.35%) Web Services
3 2 (2.90%) .NET
4 1 (1.45%) MDX
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%) Data Structures
4 2 (2.90%) NHS
5 1 (1.45%) Clustering
5 1 (1.45%) CMDB
5 1 (1.45%) Management Information System
Operating Systems
1 8 (11.59%) Linux
1 8 (11.59%) Unix
2 2 (2.90%) Red Hat Enterprise Linux
3 1 (1.45%) AIX
3 1 (1.45%) Android
3 1 (1.45%) Windows
3 1 (1.45%) Windows Server
Processes & Methodologies
1 17 (24.64%) Business Intelligence
2 13 (18.84%) Unit Testing
3 12 (17.39%) Agile Software Development
4 11 (15.94%) Data Security
4 11 (15.94%) ETL Development
5 10 (14.49%) Analytics
6 8 (11.59%) Data Mapping
6 8 (11.59%) Migration
7 7 (10.14%) Data Analysis
7 7 (10.14%) Data Validation
7 7 (10.14%) GAP Analysis
7 7 (10.14%) Validation
8 6 (8.70%) Business Transformation
8 6 (8.70%) Data Migration
8 6 (8.70%) Performance Tuning
8 6 (8.70%) Service Delivery
8 6 (8.70%) Stakeholder Management
9 5 (7.25%) CRM
9 5 (7.25%) Data Modelling
9 5 (7.25%) Project Management
Programming Languages
1 43 (62.32%) SQL
2 19 (27.54%) PL/SQL
3 18 (26.09%) T-SQL
4 12 (17.39%) C++
5 5 (7.25%) JavaScript
6 4 (5.80%) Java
7 3 (4.35%) PHP
7 3 (4.35%) Shell Script
8 2 (2.90%) Python
9 1 (1.45%) ANSI SQL
9 1 (1.45%) C#
9 1 (1.45%) Perl
9 1 (1.45%) R
9 1 (1.45%) VBA
Qualifications
1 3 (4.35%) Security Cleared
2 1 (1.45%) BPSS Clearance
2 1 (1.45%) ITIL Certification
Quality Assurance & Compliance
1 6 (8.70%) Disclosure Scotland
1 6 (8.70%) QA
2 3 (4.35%) Data Quality
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 22 (31.88%) Oracle
2 21 (30.43%) Microsoft
3 16 (23.19%) Informatica
4 2 (2.90%) Ab Initio
4 2 (2.90%) Netezza
4 2 (2.90%) SAP
4 2 (2.90%) Sybase
4 2 (2.90%) Tableau
5 1 (1.45%) Cognos
5 1 (1.45%) Red Hat