The following table provides summary statistics for contract job vacancies advertised in Bristol with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
South West / Bristol
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 41 53 51
Rank change year-on-year +12 -2  
Contract jobs citing ETL 34 18 23
As % of all contract IT jobs advertised in Bristol 4.01% 2.11% 2.49%
As % of the Processes & Methodologies category 4.91% 2.56% 3.04%
Number of daily rates quoted 22 17 16
Median daily rate £413 £363 £375
Median daily rate % change year-on-year +13.79% -3.33%  
90% offered a daily rate of more than £307 £292 £294
10% offered a daily rate of more than £663 £475 £450
UK excluding London median daily rate £405 £400 £397
% change year-on-year +1.31% +0.75%  
Number of hourly rates quoted 1 0 0
Median hourly rate £55.00 - -
UK excluding London median hourly rate £55.00 £20.50 £31.50
% change year-on-year +168.29% -34.92%  

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bristol with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Bristol
Contract job vacancies with a requirement for process and methodology skills 692 702 757
As % of all contract IT job vacancies advertised in Bristol 81.70% 82.11% 82.02%
Number of daily rates quoted 1542 1832 2119
Median daily rate £388 £375 £388
Median daily rate % change year-on-year +3.33% -3.22%  
90% offered a daily rate of more than £263 £269 £275
10% offered a daily rate of more than £538 £588 £575
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 48 47 46
Median hourly rate £40.00 £39.50 £37.04
Median hourly rate % change year-on-year +1.26% +6.64%  
90% offered a hourly rate of more than £14.13 £12.00 £17.63
10% offered a hourly rate of more than £50.25 £44.00 £41.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Bristol

Job postings citing ETL as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for ETL in Bristol

ETL
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for ETL in Bristol

ETL
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing ETL in Bristol over the 3 months to 28 June 2017.

Contractor daily rate histogram for ETL in Bristol

ETL
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for ETL in Bristol

For the 6 months to 28 June 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 26 (50.98%) SQL
2 19 (37.25%) Business Intelligence
3 17 (33.33%) SQL Server
3 17 (33.33%) SQL Server Integration Services
4 15 (29.41%) Finance
5 13 (25.49%) Migration
6 12 (23.53%) Data Warehouse
7 10 (19.61%) Data Modelling
7 10 (19.61%) Agile Software Development
7 10 (19.61%) Data Integration
8 9 (17.65%) Analytical Skills
8 9 (17.65%) Data Migration
9 8 (15.69%) SQL Server Reporting Services
9 8 (15.69%) Oracle
9 8 (15.69%) SDLC
10 7 (13.73%) Data Structures
10 7 (13.73%) Data Quality
10 7 (13.73%) .NET
11 6 (11.76%) Microsoft
11 6 (11.76%) Data Analysis
11 6 (11.76%) ETL Development
12 5 (9.80%) HBase
12 5 (9.80%) Neo4j
12 5 (9.80%) Big Data
12 5 (9.80%) Cloudera
12 5 (9.80%) MapR
12 5 (9.80%) Splunk
12 5 (9.80%) Apache Hive
12 5 (9.80%) MongoDB
12 5 (9.80%) SC Cleared

ETL
Co-occurring 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 3 (5.88%) PowerExchange
2 1 (1.96%) IIS
2 1 (1.96%) MQSeries
2 1 (1.96%) SAS
Applications
1 3 (5.88%) Microsoft Excel
2 1 (1.96%) Microsoft PowerPoint
2 1 (1.96%) MS Visio
Business Applications
1 2 (3.92%) HFM
1 2 (3.92%) Hyperion Planning
1 2 (3.92%) Unit4 Business World
2 1 (1.96%) Cognos Business Intelligence
2 1 (1.96%) Cognos TM1
2 1 (1.96%) Dynamics CRM
2 1 (1.96%) Maximo
2 1 (1.96%) Oracle 11i
2 1 (1.96%) Oracle General Ledger
2 1 (1.96%) SAP BPC
Cloud Services
1 2 (3.92%) Microsoft Azure
Communications & Networking
1 1 (1.96%) Internet
Database & Business Intelligence
1 17 (33.33%) SQL Server
1 17 (33.33%) SQL Server Integration Services
2 12 (23.53%) Data Warehouse
3 8 (15.69%) SQL Server Reporting Services
4 5 (9.80%) Apache Hive
4 5 (9.80%) Big Data
4 5 (9.80%) Hadoop
4 5 (9.80%) HBase
4 5 (9.80%) MongoDB
4 5 (9.80%) Neo4j
5 4 (7.84%) SQL Server Analysis Services
6 2 (3.92%) Biml
6 2 (3.92%) Data Mining
6 2 (3.92%) Essbase
6 2 (3.92%) Oracle Database
6 2 (3.92%) Oracle ODI
6 2 (3.92%) Power BI
6 2 (3.92%) Relational Database
7 1 (1.96%) SQL Server 2014
7 1 (1.96%) SQL Server 2016
Development Applications
1 2 (3.92%) Talend Open Studio
2 1 (1.96%) Rational Rose
2 1 (1.96%) SQL Server Management Studio (SSMS)
General
1 15 (29.41%) Finance
2 5 (9.80%) Legal
3 4 (7.84%) Marketing
4 2 (3.92%) Telecoms
5 1 (1.96%) Financial Institution
5 1 (1.96%) General Ledger
5 1 (1.96%) Retail
Job Titles
1 26 (50.98%) Developer
2 7 (13.73%) Architect
3 6 (11.76%) Analyst
3 6 (11.76%) SQL Developer
4 5 (9.80%) Business Intelligence Developer
4 5 (9.80%) Consultant
4 5 (9.80%) Data Architect
4 5 (9.80%) ETL Developer
4 5 (9.80%) SSIS Developer
5 4 (7.84%) Business Developer
5 4 (7.84%) Report Developer
5 4 (7.84%) TOGAF Architect
6 3 (5.88%) Designer
6 3 (5.88%) Senior Architect
6 3 (5.88%) Senior Data Architect
6 3 (5.88%) Test Analyst
7 2 (3.92%) Data Integration Consultant
7 2 (3.92%) Lead Designer
7 2 (3.92%) Support Analyst
7 2 (3.92%) Tester
Libraries, Frameworks & Software Standards
1 7 (13.73%) .NET
2 2 (3.92%) .NET Framework
3 1 (1.96%) ASP.NET
3 1 (1.96%) MDX
3 1 (1.96%) Oracle Fusion
Miscellaneous
1 9 (17.65%) Analytical Skills
2 7 (13.73%) Data Structures
3 5 (9.80%) Management Information System
3 5 (9.80%) Reference Data
4 3 (5.88%) Data Protection Act
5 1 (1.96%) Enterprise Software
5 1 (1.96%) Mainframe
Operating Systems
1 2 (3.92%) Linux
Processes & Methodologies
1 19 (37.25%) Business Intelligence
2 13 (25.49%) Migration
3 10 (19.61%) Agile Software Development
3 10 (19.61%) Data Integration
3 10 (19.61%) Data Modelling
4 9 (17.65%) Data Migration
5 8 (15.69%) SDLC
6 6 (11.76%) Data Analysis
6 6 (11.76%) ETL Development
7 5 (9.80%) Data Architecture
7 5 (9.80%) Data Enrichment
7 5 (9.80%) Data Management
7 5 (9.80%) ITIL
7 5 (9.80%) PRINCE2
7 5 (9.80%) Reference Data Management
7 5 (9.80%) TOGAF
8 4 (7.84%) Analytics
8 4 (7.84%) Data Deduplication
8 4 (7.84%) Data Mapping
8 4 (7.84%) Information Architecture
Programming Languages
1 26 (50.98%) SQL
2 4 (7.84%) PL/SQL
2 4 (7.84%) T-SQL
2 4 (7.84%) VBA
3 2 (3.92%) C#
4 1 (1.96%) Data Analysis Expressions (DAX)
4 1 (1.96%) JavaScript
4 1 (1.96%) PowerShell
4 1 (1.96%) Tcl
4 1 (1.96%) VB
Qualifications
1 5 (9.80%) SC Cleared
1 5 (9.80%) Security Cleared
Quality Assurance & Compliance
1 7 (13.73%) Data Quality
Systems Management
1 1 (1.96%) HP Quality Center
Vendors
1 8 (15.69%) Oracle
2 6 (11.76%) Microsoft
3 5 (9.80%) Cloudera
3 5 (9.80%) Informatica
3 5 (9.80%) MapR
3 5 (9.80%) Nuix
3 5 (9.80%) Splunk
4 2 (3.92%) Hyperion
4 2 (3.92%) Tableau
4 2 (3.92%) Talend
5 1 (1.96%) Cognos
5 1 (1.96%) HP
5 1 (1.96%) IBM
5 1 (1.96%) SAP
Bristol
CPS Group Limited
Rate: £300 - £400 per day
Posted: 9 days ago