The table below looks at the statistics for ETL skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 1 October 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
1 Oct 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 69 80 50
Rank change year-on-year
+11 -30
Contract jobs citing ETL 61 62 117
As % of all contract IT jobs located in the East of England 2.51% 2.19% 3.78%
As % of the Processes & Methodologies category 3.14% 2.85% 4.83%
Number of daily rates quoted 44 43 84
Median daily rate £402 £450 £325
Median daily rate % change year-on-year
-10.70% +38.46%
90% offered a daily rate of more than £308 £315 £210
10% offered a daily rate of more than £450 £540 £450
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
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 East of England region.

Processes & Methodologies Category
East of England
Contract IT job ads with a match in the
Processes & Methodologies category
1942 2178 2420
As % of all contract IT jobs located in the East of England 79.85% 77.07% 78.27%
Number of daily rates quoted 1097 1242 1489
Median daily rate £413 £400 £400
Median daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £250 £275 £250
10% offered a daily rate of more than £550 £550 £527
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 149 168 144
Median hourly rate £37.50 £32.65 £26.63
Median hourly rate % change year-on-year
+14.85% +22.62%
90% offered a hourly rate of more than £15.60 £12.50 £13.00
10% offered a hourly rate of more than £50.00 £52.50 £48.50
UK excluding London median hourly rate £32.50 £34.00 £26.00
% change year-on-year
-4.41% +30.76%

ETL
Jobs Demand Trend in the East of England

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

ETL Jobs Demand Trend in the East of England

ETL
Daily Rate Trend in the East of England

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

ETL Daily Rate Trend in the East of England

ETL
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the East of England region over the 3 months to 1 October 2016.

ETL Daily Rate Histogram in the East of England

ETL
Hourly Rate Trend in the East of England

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

ETL Hourly Rate Trend in the East of England

ETL
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East of England region over the 3 months to 1 October 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
Hertfordshire -18 17 £308 -31.55% 9
Cambridgeshire +32 12 £414 +20.96% 3
Bedfordshire -3 10 £400 -15.78% 2
Suffolk +6 9 £426 +31.15% 1
Essex +2 9 £438 -7.89% 1
Norfolk - 3 £406 -
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 1 October 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 East of England region with a requirement for ETL.

1 66 (53.23%) SQL
2 57 (45.97%) Data Warehouse
3 54 (43.55%) Business Intelligence
4 42 (33.87%) SQL Server Integration Services
5 38 (30.65%) SQL Server
6 32 (25.81%) Oracle
7 30 (24.19%) Finance
8 28 (22.58%) SQL Server Reporting Services
9 27 (21.77%) Performance Tuning
10 26 (20.97%) Microsoft
11 25 (20.16%) SQL Server Analysis Services
12 24 (19.35%) Data Quality
12 24 (19.35%) Data Modelling
13 21 (16.94%) Relational Database
13 21 (16.94%) Oracle Database
14 20 (16.13%) Agile Software Development
15 19 (15.32%) Java
15 19 (15.32%) Migration
16 18 (14.52%) Data Transformation
17 17 (13.71%) Informatica
18 16 (12.90%) SAP
18 16 (12.90%) Web Services
18 16 (12.90%) Big Data
18 16 (12.90%) SAP Data Services
19 15 (12.10%) Data Management
19 15 (12.10%) BusinessObjects
20 14 (11.29%) RDBMS
20 14 (11.29%) Dimensional Modelling
21 13 (10.48%) T-SQL
21 13 (10.48%) Kimball Methodology

ETL
Top Related IT Skills in the East of England 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 10 (8.06%) Apache Spark
2 9 (7.26%) Apache
3 4 (3.23%) WebLogic
4 3 (2.42%) Apache Pig
5 2 (1.61%) CMS
5 2 (1.61%) Elasticsearch
5 2 (1.61%) SharePoint
6 1 (0.81%) SAS
6 1 (0.81%) SharePoint 2010
Applications
1 2 (1.61%) MS Excel
Business Applications
1 3 (2.42%) Dynamics CRM
1 3 (2.42%) Oracle EBS R12
2 2 (1.61%) Oracle EBS
3 1 (0.81%) Cognos Business Intelligence
3 1 (0.81%) Cognos TM1
3 1 (0.81%) Maximo
3 1 (0.81%) Oracle Applications
3 1 (0.81%) SAP Oil and Gas
Cloud Services
1 6 (4.84%) Amazon AWS
2 5 (4.03%) SaaS
3 2 (1.61%) Force.com
3 2 (1.61%) Heroku
4 1 (0.81%) Amazon EMR
4 1 (0.81%) IaaS
4 1 (0.81%) Microsoft Azure
4 1 (0.81%) PaaS
Communications & Networking
1 2 (1.61%) FTP
Database & Business Intelligence
1 57 (45.97%) Data Warehouse
2 42 (33.87%) SQL Server Integration Services
3 38 (30.65%) SQL Server
4 28 (22.58%) SQL Server Reporting Services
5 25 (20.16%) SQL Server Analysis Services
6 21 (16.94%) Oracle Database
6 21 (16.94%) Relational Database
7 16 (12.90%) Big Data
7 16 (12.90%) SAP Data Services
8 15 (12.10%) BusinessObjects
9 14 (11.29%) RDBMS
10 11 (8.87%) Enterprise Data Warehouse
10 11 (8.87%) SQL Server 2014
11 10 (8.06%) PowerCenter
12 9 (7.26%) Crystal Reports
12 9 (7.26%) Data Mart
12 9 (7.26%) Hadoop
12 9 (7.26%) SQL Server 2012
13 8 (6.45%) HBase
13 8 (6.45%) OLAP
Development Applications
1 11 (8.87%) ERwin
2 4 (3.23%) Oracle APEX
2 4 (3.23%) SQL Server Management Studio (SSMS)
3 1 (0.81%) JIRA
3 1 (0.81%) Talend Open Studio
General
1 30 (24.19%) Finance
2 9 (7.26%) Advertising
3 8 (6.45%) Pharmaceutical
4 3 (2.42%) Banking
5 2 (1.61%) Manufacturing
5 2 (1.61%) Retail
5 2 (1.61%) Telecoms
6 1 (0.81%) Electronics
6 1 (0.81%) Legal
6 1 (0.81%) Marketing
Job Titles
1 54 (43.55%) Developer
2 18 (14.52%) Architect
3 16 (12.90%) ETL Developer
4 15 (12.10%) SQL Developer
5 14 (11.29%) Analyst
6 13 (10.48%) Oracle Developer
7 11 (8.87%) Business Intelligence Developer
8 9 (7.26%) Consultant
8 9 (7.26%) Data Architect
8 9 (7.26%) Informatica Developer
9 7 (5.65%) Data Analyst
9 7 (5.65%) Project Manager
9 7 (5.65%) SSIS Developer
10 6 (4.84%) Tester
11 5 (4.03%) Big Data Engineer
11 5 (4.03%) Data Warehouse Architect
11 5 (4.03%) Full Stack Developer
11 5 (4.03%) Senior Developer
11 5 (4.03%) Software Engineer
11 5 (4.03%) Test Analyst
Libraries, Frameworks & Software Standards
1 16 (12.90%) Web Services
2 10 (8.06%) MDX
3 9 (7.26%) Kafka
4 7 (5.65%) JSON
5 4 (3.23%) Middleware
5 4 (3.23%) SOAP
5 4 (3.23%) XML
6 3 (2.42%) RESTful
6 3 (2.42%) Visualforce
7 2 (1.61%) COM
7 2 (1.61%) HTML
8 1 (0.81%) .NET
8 1 (0.81%) REST
Miscellaneous
1 11 (8.87%) Data Integration
2 10 (8.06%) Data Extraction
3 8 (6.45%) Analytical Skills
4 4 (3.23%) Enterprise Software
4 4 (3.23%) N-Tier
5 2 (1.61%) Data Structures
5 2 (1.61%) Management Information System
5 2 (1.61%) Mobile App
5 2 (1.61%) NHS
5 2 (1.61%) Visualisation
6 1 (0.81%) Data Protection Act
6 1 (0.81%) Reference Data
6 1 (0.81%) Taxonomies
Operating Systems
1 9 (7.26%) Linux
2 6 (4.84%) Unix
3 2 (1.61%) Android
3 2 (1.61%) Apple iOS
Processes & Methodologies
1 54 (43.55%) Business Intelligence
2 27 (21.77%) Performance Tuning
3 24 (19.35%) Data Modelling
4 20 (16.13%) Agile Software Development
5 19 (15.32%) Migration
6 18 (14.52%) Data Transformation
7 15 (12.10%) Data Management
8 14 (11.29%) Dimensional Modelling
9 13 (10.48%) Kimball Methodology
10 12 (9.68%) Data Analysis
10 12 (9.68%) Unit Testing
11 11 (8.87%) OO
11 11 (8.87%) Validation
12 9 (7.26%) Data Governance
12 9 (7.26%) Data Migration
12 9 (7.26%) ETL Development
13 8 (6.45%) Open Source
13 8 (6.45%) System Testing
14 7 (5.65%) Software Engineering
15 6 (4.84%) Enterprise Architecture
Programming Languages
1 66 (53.23%) SQL
2 19 (15.32%) Java
3 13 (10.48%) T-SQL
4 8 (6.45%) PL/SQL
5 3 (2.42%) Apex Code
5 3 (2.42%) SOQL
6 2 (1.61%) C#
6 2 (1.61%) Python
6 2 (1.61%) Scala
6 2 (1.61%) VBA
Qualifications
1 5 (4.03%) Security Cleared
2 4 (3.23%) SC Cleared
3 2 (1.61%) ITIL Foundation Certificate
4 1 (0.81%) ISTQB
Quality Assurance & Compliance
1 24 (19.35%) Data Quality
2 3 (2.42%) QA
System Software
1 4 (3.23%) Apache Flume
1 4 (3.23%) Oracle RAC
2 2 (1.61%) HDFS
3 1 (0.81%) Virtual Machines
Systems Management
1 3 (2.42%) HP Quality Center
2 2 (1.61%) Kibana
2 2 (1.61%) Puppet
3 1 (0.81%) Hadoop YARN
3 1 (0.81%) Oozie
Vendors
1 32 (25.81%) Oracle
2 26 (20.97%) Microsoft
3 17 (13.71%) Informatica
4 16 (12.90%) SAP
5 12 (9.68%) IBM
6 10 (8.06%) Cloudera
7 6 (4.84%) Salesforce.com
8 5 (4.03%) Ab Initio
8 5 (4.03%) Cognos
8 5 (4.03%) Tableau
9 3 (2.42%) HP
9 3 (2.42%) Siebel
10 2 (1.61%) Alteryx
10 2 (1.61%) Netezza
10 2 (1.61%) Teradata
11 1 (0.81%) hybris
11 1 (0.81%) Jaspersoft
11 1 (0.81%) Talend
11 1 (0.81%) Vertica
11 1 (0.81%) VMware
Raf Mildenhall, Suffolk
RB
Posted: 17 hours ago