The table below looks at the statistics for ETL skills in IT contracts advertised for the Cambridgeshire region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 39 53 46
Rank change year-on-year
+14 -7
Contract jobs citing ETL 18 10 25
As % of all contract IT jobs located in Cambridgeshire 3.05% 1.47% 3.27%
As % of the Processes & Methodologies category 3.76% 1.90% 4.17%
Number of daily rates quoted 13 8 20
Median daily rate £404 £425 £450
Median daily rate % change year-on-year
-5.02% -5.55%
90% offered a daily rate of more than £328 £346 £425
10% offered a daily rate of more than £550 £450 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.50 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
ETL
East of England

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

Processes & Methodologies Category
Cambridgeshire
Contract IT job ads with a match in the
Processes & Methodologies category
479 525 599
As % of all contract IT jobs located in Cambridgeshire 81.05% 76.98% 78.30%
Number of daily rates quoted 207 322 356
Median daily rate £400 £400 £380
Median daily rate % change year-on-year
- +5.26%
90% offered a daily rate of more than £275 £283 £225
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 49 39 50
Median hourly rate £34.50 £41.25 £36.75
Median hourly rate % change year-on-year
-16.36% +12.24%
90% offered a hourly rate of more than £14.65 £12.00 £12.00
10% offered a hourly rate of more than £44.50 £65.00 £57.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

ETL
Jobs Demand Trend in Cambridgeshire

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

ETL Jobs Demand Trend in Cambridgeshire

ETL
Daily Rate Trend in Cambridgeshire

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

ETL Daily Rate Trend in Cambridgeshire

ETL
Daily Rate Histogram in Cambridgeshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cambridgeshire region over the 3 months to 8 December 2016.

ETL Daily Rate Histogram in Cambridgeshire

ETL
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Cambridgeshire region over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +18 14 £375 -11.76% 2
Huntingdon +1 3 £404 -10.30%
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 8 December 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 Cambridgeshire region with a requirement for ETL.

1 22 (73.33%) Business Intelligence
2 17 (56.67%) Data Warehouse
3 14 (46.67%) SQL Server Integration Services
3 14 (46.67%) SQL Server
3 14 (46.67%) SQL
4 11 (36.67%) Data Integration
5 10 (33.33%) Talend Open Studio
5 10 (33.33%) SQL Server Reporting Services
5 10 (33.33%) Finance
5 10 (33.33%) Talend
6 9 (30.00%) Big Data
6 9 (30.00%) BusinessObjects
7 8 (26.67%) Microsoft
7 8 (26.67%) Data Modelling
7 8 (26.67%) ETL Development
8 7 (23.33%) Analytics
8 7 (23.33%) Cloud Computing
8 7 (23.33%) Data Architecture
9 6 (20.00%) JIRA
9 6 (20.00%) SAP
9 6 (20.00%) Open Source
10 5 (16.67%) Data Governance
10 5 (16.67%) Process Improvement
10 5 (16.67%) Performance Tuning
10 5 (16.67%) Crystal Reports
10 5 (16.67%) Advertising
11 4 (13.33%) Agile Software Development
11 4 (13.33%) Data Management
11 4 (13.33%) User Acceptance Testing
11 4 (13.33%) SQL Server Analysis Services

ETL
Top Related IT Skills in Cambridgeshire 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 2 (6.67%) Apache
1 2 (6.67%) Apache Spark
2 1 (3.33%) Apache Pig
Applications
1 1 (3.33%) MS Excel
Business Applications
1 1 (3.33%) SAP ERP
Cloud Services
1 7 (23.33%) Cloud Computing
2 2 (6.67%) Amazon AWS
Database & Business Intelligence
1 17 (56.67%) Data Warehouse
2 14 (46.67%) SQL Server
2 14 (46.67%) SQL Server Integration Services
3 10 (33.33%) SQL Server Reporting Services
4 9 (30.00%) Big Data
4 9 (30.00%) BusinessObjects
5 5 (16.67%) Crystal Reports
6 4 (13.33%) SAP Data Services
6 4 (13.33%) SQL Server 2014
6 4 (13.33%) SQL Server Analysis Services
7 3 (10.00%) BusinessObjects XI
7 3 (10.00%) Enterprise Data Warehouse
8 2 (6.67%) Apache Hive
8 2 (6.67%) Hadoop
8 2 (6.67%) Spotfire
8 2 (6.67%) SQL Server 2012
8 2 (6.67%) Sqoop
9 1 (3.33%) Amazon Redshift
9 1 (3.33%) HBase
9 1 (3.33%) Relational Database
Development Applications
1 10 (33.33%) Talend Open Studio
2 6 (20.00%) JIRA
General
1 10 (33.33%) Finance
2 5 (16.67%) Advertising
3 1 (3.33%) Pharmaceutical
Job Titles
1 15 (50.00%) Developer
2 6 (20.00%) Talend Developer
3 5 (16.67%) Architect
3 5 (16.67%) Business Intelligence Developer
3 5 (16.67%) Data Architect
4 4 (13.33%) Senior Developer
4 4 (13.33%) SQL Developer
5 3 (10.00%) Data Warehouse Architect
5 3 (10.00%) SSRS Developer
6 2 (6.67%) SQL BI Developer
6 2 (6.67%) SQL Server Architect
6 2 (6.67%) SQL Server Data Warehouse Architect
6 2 (6.67%) SQL Server Developer
6 2 (6.67%) SSIS Developer
7 1 (3.33%) ETL Developer
7 1 (3.33%) Microsoft BI Developer
7 1 (3.33%) Microsoft Developer
7 1 (3.33%) Migration Specialist
7 1 (3.33%) Power BI Developer
7 1 (3.33%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) Web Services
2 1 (3.33%) HTML
2 1 (3.33%) MDX
Miscellaneous
1 11 (36.67%) Data Integration
2 1 (3.33%) Analytical Skills
2 1 (3.33%) Data Extraction
2 1 (3.33%) Management Information System
2 1 (3.33%) Visualisation
Processes & Methodologies
1 22 (73.33%) Business Intelligence
2 8 (26.67%) Data Modelling
2 8 (26.67%) ETL Development
3 7 (23.33%) Analytics
3 7 (23.33%) Data Architecture
4 6 (20.00%) Open Source
5 5 (16.67%) Data Governance
5 5 (16.67%) Performance Tuning
5 5 (16.67%) Process Improvement
6 4 (13.33%) Agile Software Development
6 4 (13.33%) Dashboard Development
6 4 (13.33%) Data Management
6 4 (13.33%) Post-Production
6 4 (13.33%) System Testing
6 4 (13.33%) User Acceptance Testing
7 3 (10.00%) Data Analysis
8 2 (6.67%) Data Mapping
8 2 (6.67%) Migration
8 2 (6.67%) Performance Management
9 1 (3.33%) Kimball Methodology
Programming Languages
1 14 (46.67%) SQL
2 3 (10.00%) T-SQL
3 2 (6.67%) VBA
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
System Software
1 1 (3.33%) Virtual Machines
Systems Management
1 1 (3.33%) Hadoop YARN
1 1 (3.33%) Oozie
Vendors
1 10 (33.33%) Talend
2 8 (26.67%) Microsoft
3 6 (20.00%) SAP
4 3 (10.00%) Salesforce.com
5 1 (3.33%) Ab Initio
5 1 (3.33%) Embarcadero
5 1 (3.33%) Informatica
5 1 (3.33%) Oracle