The table below looks at the statistics for ETL skills in IT contracts advertised for the Bristol region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 19 January 2017 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
19 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South West / Bristol
Rank 54 21 37
Rank change year-on-year
-33 +16
Contract jobs citing ETL 14 56 34
As % of all contract IT jobs located in Bristol 1.87% 6.97% 4.05%
As % of the Processes & Methodologies category 2.29% 8.36% 5.26%
Number of daily rates quoted 6 41 27
Median daily rate £326 £350 £375
Median daily rate % change year-on-year
-6.78% -6.66%
90% offered a daily rate of more than £211 £338 £321
10% offered a daily rate of more than £594 £450 £485
UK excluding London median daily rate £411 £388 £389
% change year-on-year
+6.12% -0.32%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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

Processes & Methodologies Category
Bristol
Contract IT job ads with a match in the
Processes & Methodologies category
612 670 646
As % of all contract IT jobs located in Bristol 81.60% 83.33% 76.90%
Number of daily rates quoted 411 517 512
Median daily rate £390 £375 £400
Median daily rate % change year-on-year
+4.00% -6.25%
90% offered a daily rate of more than £270 £300 £288
10% offered a daily rate of more than £560 £525 £530
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 18 20 9
Median hourly rate £38.00 £37.50 £44.00
Median hourly rate % change year-on-year
+1.33% -14.77%
90% offered a hourly rate of more than £17.04 £25.00 £20.00
10% offered a hourly rate of more than £75.00 £50.00 £46.25
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

ETL
Jobs Demand Trend in Bristol

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

ETL Jobs Demand Trend in Bristol

ETL
Daily Rate Trend in Bristol

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

ETL Daily Rate Trend in Bristol

ETL
Daily Rate Histogram in Bristol

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Bristol region over the 3 months to 19 January 2017.

ETL Daily Rate Histogram in Bristol

ETL
Hourly Rate Trend in Bristol

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

ETL Hourly Rate Trend in Bristol

ETL
Top 30 Related IT Skills in Bristol

For the 6 months to 19 January 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 Bristol region with a requirement for ETL.

1 21 (70.00%) SQL
2 20 (66.67%) SQL Server
3 19 (63.33%) SQL Server Integration Services
4 17 (56.67%) Data Warehouse
5 14 (46.67%) Business Intelligence
6 12 (40.00%) Finance
6 12 (40.00%) SQL Server Reporting Services
7 10 (33.33%) SAP
8 8 (26.67%) .NET
8 8 (26.67%) Data Management
8 8 (26.67%) SQL Optimisation
9 7 (23.33%) Virtual Machines
9 7 (23.33%) Failover Clustering
9 7 (23.33%) Data Encryption
9 7 (23.33%) Agile Software Development
9 7 (23.33%) PowerShell
9 7 (23.33%) Unix
9 7 (23.33%) Windows
9 7 (23.33%) Linux
9 7 (23.33%) Ingres
9 7 (23.33%) BusinessObjects
9 7 (23.33%) SAN
9 7 (23.33%) Clustering
9 7 (23.33%) Shell Script
10 6 (20.00%) T-SQL
10 6 (20.00%) Analytical Skills
11 5 (16.67%) SQL Server 2014
11 5 (16.67%) MS Excel
11 5 (16.67%) Data Modelling
12 4 (13.33%) TOGAF

ETL
Top Related IT Skills in Bristol 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%) SharePoint
2 1 (3.33%) SAS
Applications
1 5 (16.67%) MS Excel
Business Applications
1 2 (6.67%) Dynamics NAV
1 2 (6.67%) SAP Oil and Gas
Communications & Networking
1 7 (23.33%) SAN
Database & Business Intelligence
1 20 (66.67%) SQL Server
2 19 (63.33%) SQL Server Integration Services
3 17 (56.67%) Data Warehouse
4 12 (40.00%) SQL Server Reporting Services
5 7 (23.33%) BusinessObjects
5 7 (23.33%) Ingres
6 5 (16.67%) SQL Server 2014
7 4 (13.33%) Big Data
7 4 (13.33%) SQL Server Analysis Services
8 3 (10.00%) Apache Hive
8 3 (10.00%) Hadoop
8 3 (10.00%) HBase
8 3 (10.00%) MongoDB
8 3 (10.00%) Neo4j
8 3 (10.00%) Power BI
9 2 (6.67%) PowerPivot
9 2 (6.67%) SQL Server 2012
10 1 (3.33%) Oracle Database
10 1 (3.33%) Oracle Database 12c
10 1 (3.33%) Relational Database
Development Applications
1 1 (3.33%) Rational Rose
1 1 (3.33%) Talend Open Studio
General
1 12 (40.00%) Finance
2 4 (13.33%) Retail
3 3 (10.00%) Legal
3 3 (10.00%) Telecoms
4 2 (6.67%) Banking
4 2 (6.67%) Electronics
4 2 (6.67%) Manufacturing
4 2 (6.67%) Marketing
4 2 (6.67%) Retail Banking
Job Titles
1 12 (40.00%) Developer
2 7 (23.33%) Architect
2 7 (23.33%) DBA
3 6 (20.00%) Analyst
4 5 (16.67%) Analyst Developer
4 5 (16.67%) SQL DBA
5 4 (13.33%) Data Architect
5 4 (13.33%) SQL Developer
6 3 (10.00%) Administrator
6 3 (10.00%) Business Intelligence Analyst
6 3 (10.00%) Data Analyst
6 3 (10.00%) Database Developer
6 3 (10.00%) TOGAF Architect
7 2 (6.67%) Business Intelligence Developer
7 2 (6.67%) Consultant
7 2 (6.67%) ETL Developer
7 2 (6.67%) Senior Architect
7 2 (6.67%) Senior Database Developer
7 2 (6.67%) Senior Developer
7 2 (6.67%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 8 (26.67%) .NET
Miscellaneous
1 7 (23.33%) Clustering
2 6 (20.00%) Analytical Skills
3 4 (13.33%) Management Information System
4 3 (10.00%) Data Integration
4 3 (10.00%) Data Structures
4 3 (10.00%) Reference Data
5 2 (6.67%) FMCG
5 2 (6.67%) Replication
6 1 (3.33%) Visualisation
Operating Systems
1 7 (23.33%) Linux
1 7 (23.33%) Unix
1 7 (23.33%) Windows
Processes & Methodologies
1 14 (46.67%) Business Intelligence
2 8 (26.67%) Data Management
2 8 (26.67%) SQL Optimisation
3 7 (23.33%) Agile Software Development
3 7 (23.33%) Data Encryption
4 5 (16.67%) Data Modelling
5 4 (13.33%) ETL Development
5 4 (13.33%) TOGAF
6 3 (10.00%) Data Analysis
6 3 (10.00%) Data Architecture
6 3 (10.00%) Data Enrichment
6 3 (10.00%) Dimensional Modelling
6 3 (10.00%) ITIL
6 3 (10.00%) Migration
6 3 (10.00%) PRINCE2
6 3 (10.00%) SDLC
7 2 (6.67%) Analytics
7 2 (6.67%) Data Migration
7 2 (6.67%) Digital Marketing
7 2 (6.67%) Information Architecture
Programming Languages
1 21 (70.00%) SQL
2 7 (23.33%) PowerShell
2 7 (23.33%) Shell Script
3 6 (20.00%) T-SQL
4 2 (6.67%) VBA
5 1 (3.33%) C#
Qualifications
1 3 (10.00%) SC Cleared
1 3 (10.00%) Security Cleared
2 2 (6.67%) MCDBA
2 2 (6.67%) MCITP
2 2 (6.67%) MCPD
2 2 (6.67%) MCSA
2 2 (6.67%) MCSD
2 2 (6.67%) MCSE
2 2 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
System Software
1 7 (23.33%) Virtual Machines
Systems Management
1 7 (23.33%) Failover Clustering
2 1 (3.33%) SCCM
Vendors
1 10 (33.33%) SAP
2 3 (10.00%) Cloudera
2 3 (10.00%) MapR
2 3 (10.00%) Microsoft
2 3 (10.00%) Nuix
2 3 (10.00%) Splunk
3 1 (3.33%) Ab Initio
3 1 (3.33%) IBM
3 1 (3.33%) Informatica
3 1 (3.33%) JD Edwards
3 1 (3.33%) Oracle
3 1 (3.33%) Tableau
3 1 (3.33%) Talend